Big data (English Wikipedia)

Pllana, Sabri; Janciak, Ivan; Brezany, Peter; Wöhrer, Alexander (2016). "A Survey of the State of the Art in Data Mining and Integration Query Languages". 2011 14th International Conference on Network-Based Information Systems. IEEE Computer Society. pp. 341–348. arXiv:1603.01113. Bibcode:2016arXiv160301113P. doi:10.1109/NBiS.2011.58. ISBN 978-1-4577-0789-6. S2CID 9285984.
Mirkes EM, Coats TJ, Levesley J, Gorban AN (August 2016). "Handling missing data in large healthcare dataset: A case study of unknown trauma outcomes". Computers in Biology and Medicine. 75: 203–16. arXiv:1604.00627. Bibcode:2016arXiv160400627M. doi:10.1016/j.compbiomed.2016.06.004. PMID 27318570. S2CID 5874067.
Chris Kimble; Giannis Milolidakis (7 October 2015). "Big Data and Business Intelligence: Debunking the Myths". Global Business and Organizational Excellence. 35 (1): 23–34. arXiv:1511.03085. doi:10.1002/JOE.21642. ISSN 1932-2054. Wikidata Q56532925.

asee-ne.org

Siwach, Gautam; Esmailpour, Amir (March 2014). Encrypted Search & Cluster Formation in Big Data (PDF). ASEE 2014 Zone I Conference. University of Bridgeport, Bridgeport, Connecticut, US. Archived from the original (PDF) on 9 August 2014. Retrieved 26 July 2014.

auntminnie.com

Clunie, D. (2013). "Breast tomosynthesis challenges digital imaging infrastructure". Science and Medicine Group. Archived from the original on 24 February 2021. Retrieved 28 November 2023.

ayasdi.com

"Resources on how Topological Data Analysis is used to analyze big data". Ayasdi. Archived from the original on 3 March 2013. Retrieved 5 March 2013.

bbc.co.uk

"Alan Turing Institute to be set up to research big data". BBC News. 19 March 2014. Archived from the original on 18 August 2021. Retrieved 19 March 2014.
Jason Palmer (25 April 2013). "Google searches predict market moves". BBC. Archived from the original on 5 June 2013. Retrieved 9 August 2013.

bbc.com

Cellan-Jones, Rory (11 February 2020). "China launches coronavirus 'close contact detector' app". BBC. Archived from the original on 28 February 2020. Retrieved 30 October 2020.

berkeley.edu

amplab.cs.berkeley.edu

"AMPLab at the University of California, Berkeley". Amplab.cs.berkeley.edu. Archived from the original on 6 May 2011. Retrieved 5 March 2013.
Timothy Hunter; Teodor Moldovan; Matei Zaharia; Justin Ma; Michael Franklin; Pieter Abbeel; Alexandre Bayen (October 2011). Scaling the Mobile Millennium System in the Cloud. Archived from the original on 31 March 2019. Retrieved 2 November 2012.

betakit.com

"Inspiration day at University of Waterloo, Stratford Campus". betakit.com/. Archived from the original on 26 February 2014. Retrieved 28 February 2014.

bigdataparis.com

"avec focalisation sur Big Data & Analytique" (PDF). Bigdataparis.com. Archived from the original (PDF) on 25 February 2021. Retrieved 8 October 2017.
"Delort P., Big data in Biosciences, Big Data Paris, 2012" (PDF). Bigdata Paris. Archived from the original (PDF) on 30 July 2016. Retrieved 8 October 2017.

bigsurv.org

"BigSurv: Big Data Meets Survey Science". Retrieved 15 October 2023.

books.google.com

Segaran, Toby; Hammerbacher, Jeff (2009). Beautiful Data: The Stories Behind Elegant Data Solutions. O'Reilly Media. p. 257. ISBN 978-0-596-15711-1. Archived from the original on 12 May 2016. Retrieved 31 December 2015.

boston.com

archive.boston.com

Young, Shannon (30 May 2012). "Mass. governor, MIT announce big data initiative". Boston.com. Archived from the original on 29 July 2021. Retrieved 29 July 2021.

businessweek.com

Bernhard Warner (25 April 2013). "'Big Data' Researchers Turn to Google to Beat the Markets". Bloomberg Businessweek. Archived from the original on 23 July 2013. Retrieved 9 August 2013.

businesswire.com

"QuiO Named Innovation Champion of the Accenture HealthTech Innovation Challenge". Businesswire.com. 10 January 2017. Archived from the original on 22 March 2017. Retrieved 8 October 2017.

cbsnews.com

"China's behavior monitoring system bars some from travel, purchasing property". CBS News. 24 April 2018. Archived from the original on 13 August 2019. Retrieved 8 August 2019.

cepal.org

Hilbert, M., & Lu, K. (2020). The online job market trace in Latin America and the Caribbean (UN ECLAC LC/TS.2020/83; p. 79). United Nations Economic Commission for Latin America and the Caribbean. https://www.cepal.org/en/publications/45892-online-job-market-trace-latin-america-and-caribbean Archived 22 September 2020 at the Wayback Machine

repositorio.cepal.org

UN ECLAC, (United Nations Economic Commission for Latin America and the Caribbean). (2020). Tracking the digital footprint in Latin America and the Caribbean: Lessons learned from using big data to assess the digital economy (Productive Development, Gender Affairs LC/TS.2020/12; Documentos de Proyecto). United Nations ECLAC. https://repositorio.cepal.org/handle/11362/45484 Archived 18 September 2020 at the Wayback Machine

cern.ch

cds.cern.ch

Alexandru, Dan. "Prof" (PDF). cds.cern.ch. CERN. Archived (PDF) from the original on 15 July 2017. Retrieved 24 March 2015.
"LHC Brochure, English version. A presentation of the largest and the most powerful particle accelerator in the world, the Large Hadron Collider (LHC), which started up in 2008. Its role, characteristics, technologies, etc. are explained for the general public". CERN-Brochure-2010-006-Eng. LHC Brochure, English version. CERN. Archived from the original on 19 March 2019. Retrieved 20 January 2013.
"LHC Guide, English version. A collection of facts and figures about the Large Hadron Collider (LHC) in the form of questions and answers". CERN-Brochure-2008-001-Eng. LHC Guide, English version. CERN. Archived from the original on 7 April 2020. Retrieved 20 January 2013.

claudiacopeland.com

Copeland, CS (July–August 2017). "Data Driving Discovery" (PDF). Healthcare Journal of New Orleans: 22–27. Archived (PDF) from the original on 5 December 2019. Retrieved 5 December 2019.

cloud.google.com

"DNAstack tackles massive, complex DNA datasets with Google Genomics". Google Cloud Platform. Archived from the original on 24 September 2016. Retrieved 1 October 2016.

cmu.edu

cs.cmu.edu

"Next-generation genomics: an integrative approach" (PDF). nature. July 2010. Archived (PDF) from the original on 13 August 2017. Retrieved 18 October 2016.

cnbc.com

Zaleski, Andrew (22 June 2016). "This biotech start-up is betting your genes will yield the next wonder drug". CNBC. Archived from the original on 29 December 2016. Retrieved 29 December 2016.

cnet.com

news.cnet.com

CNET News (1 April 2011). "Storage area networks need not apply". Archived from the original on 18 October 2013. Retrieved 17 April 2013.

computerworld.com

"The Government and big data: Use, problems and potential". Computerworld. 21 March 2012. Archived from the original on 15 September 2016. Retrieved 12 September 2016.

cornell.edu

cs.cornell.edu

"Future Directions in Tensor-Based Computation and Modeling" (PDF). May 2009. Archived (PDF) from the original on 17 April 2018. Retrieved 4 January 2013.

csc.com

Webster, Phil. "Supercomputing the Climate: NASA's Big Data Mission". CSC World. Computer Sciences Corporation. Archived from the original on 4 January 2013. Retrieved 18 January 2013.

danah.org

Danah Boyd (29 April 2010). "Privacy and Publicity in the Context of Big Data". WWW 2010 conference. Archived from the original on 22 October 2018. Retrieved 18 April 2011.

dandc.eu

Tobias Knobloch and Julia Manske (11 January 2016). "Responsible use of data". D+C, Development and Cooperation. Archived from the original on 13 January 2017. Retrieved 11 January 2017.

datacenterjournal.com

Solnik, Ray. "The Time Has Come: Analytics Delivers for IT Operations". Data Center Journal. Archived from the original on 4 August 2016. Retrieved 21 June 2016.

dbms2.com

Monash, Curt (30 April 2009). "eBay's two enormous data warehouses". Archived from the original on 31 March 2019. Retrieved 11 November 2010.
Monash, Curt (6 October 2010). "eBay followup – Greenplum out, Teradata > 10 petabytes, Hadoop has some value, and more". Archived from the original on 31 March 2019. Retrieved 11 November 2010.

doi.org

Hilbert, Martin; López, Priscila (2011). "The World's Technological Capacity to Store, Communicate, and Compute Information". Science. 332 (6025): 60–65. Bibcode:2011Sci...332...60H. doi:10.1126/science.1200970. PMID 21310967. S2CID 206531385. Archived from the original on 14 April 2016. Retrieved 13 April 2016.
Breur, Tom (July 2016). "Statistical Power Analysis and the contemporary "crisis" in social sciences". Journal of Marketing Analytics. 4 (2–3). London, England: Palgrave Macmillan: 61–65. doi:10.1057/s41270-016-0001-3. ISSN 2050-3318.
Cappa, Francesco; Oriani, Raffaele; Peruffo, Enzo; McCarthy, Ian (2021). "Big Data for Creating and Capturing Value in the Digitalized Environment: Unpacking the Effects of Volume, Variety, and Veracity on Firm Performance". Journal of Product Innovation Management. 38 (1): 49–67. doi:10.1111/jpim.12545. ISSN 0737-6782. S2CID 225209179.
boyd, dana; Crawford, Kate (21 September 2011). "Six Provocations for Big Data". Social Science Research Network: A Decade in Internet Time: Symposium on the Dynamics of the Internet and Society. doi:10.2139/ssrn.1926431. S2CID 148610111. Archived from the original on 28 February 2020. Retrieved 12 July 2019.
"Community cleverness required". Nature. 455 (7209): 1. September 2008. Bibcode:2008Natur.455....1.. doi:10.1038/455001a. PMID 18769385.
Reichman OJ, Jones MB, Schildhauer MP (February 2011). "Challenges and opportunities of open data in ecology". Science. 331 (6018): 703–5. Bibcode:2011Sci...331..703R. doi:10.1126/science.1197962. PMID 21311007. S2CID 22686503. Archived from the original on 19 October 2020. Retrieved 12 July 2019.
Hilbert M, López P (April 2011). "The world's technological capacity to store, communicate, and compute information" (PDF). Science. 332 (6025): 60–5. Bibcode:2011Sci...332...60H. doi:10.1126/science.1200970. PMID 21310967. S2CID 206531385. Archived (PDF) from the original on 19 August 2019. Retrieved 11 May 2019.
Dedić, N.; Stanier, C. (2017). "Towards Differentiating Business Intelligence, Big Data, Data Analytics and Knowledge Discovery". Innovations in Enterprise Information Systems Management and Engineering. Lecture Notes in Business Information Processing. Vol. 285. Berlin; Heidelberg: Springer International Publishing. pp. 114–22. doi:10.1007/978-3-319-58801-8_10. ISBN 978-3-319-58800-1. ISSN 1865-1356. OCLC 909580101. Archived from the original on 27 November 2020. Retrieved 7 September 2019.
Ibrahim; Targio Hashem, Abaker; Yaqoob, Ibrar; Badrul Anuar, Nor; Mokhtar, Salimah; Gani, Abdullah; Ullah Khan, Samee (2015). "big data" on cloud computing: Review and open research issues". Information Systems. 47: 98–115. doi:10.1016/j.is.2014.07.006. S2CID 205488005.
Kitchin, Rob; McArdle, Gavin (2016). "What makes Big Data, Big Data? Exploring the ontological characteristics of 26 datasets". Big Data & Society. 3: 1–10. doi:10.1177/2053951716631130. S2CID 55539845.
Balazka, Dominik; Rodighiero, Dario (2020). "Big Data and the Little Big Bang: An Epistemological (R)evolution". Frontiers in Big Data. 3: 31. doi:10.3389/fdata.2020.00031. hdl:1721.1/128865. PMC 7931920. PMID 33693404.
Sagiroglu, Seref (2013). "Big data: A review". 2013 International Conference on Collaboration Technologies and Systems (CTS). pp. 42–47. doi:10.1109/CTS.2013.6567202. ISBN 978-1-4673-6404-1. S2CID 5724608.
Kitchin, Rob; McArdle, Gavin (17 February 2016). "What makes Big Data, Big Data? Exploring the ontological characteristics of 26 datasets". Big Data & Society. 3 (1): 205395171663113. doi:10.1177/2053951716631130.
Onay, Ceylan; Öztürk, Elif (2018). "A review of credit scoring research in the age of Big Data". Journal of Financial Regulation and Compliance. 26 (3): 382–405. doi:10.1108/JFRC-06-2017-0054. S2CID 158895306.
Kitchin, Rob; McArdle, Gavin (5 January 2016). "What makes Big Data, Big Data? Exploring the ontological characteristics of 26 datasets". Big Data & Society. 3 (1): 205395171663113. doi:10.1177/2053951716631130. ISSN 2053-9517.
Lu, Haiping; Plataniotis, K.N.; Venetsanopoulos, A.N. (2011). "A Survey of Multilinear Subspace Learning for Tensor Data" (PDF). Pattern Recognition. 44 (7): 1540–1551. Bibcode:2011PatRe..44.1540L. doi:10.1016/j.patcog.2011.01.004. Archived (PDF) from the original on 10 July 2019. Retrieved 21 January 2013.
Pllana, Sabri; Janciak, Ivan; Brezany, Peter; Wöhrer, Alexander (2016). "A Survey of the State of the Art in Data Mining and Integration Query Languages". 2011 14th International Conference on Network-Based Information Systems. IEEE Computer Society. pp. 341–348. arXiv:1603.01113. Bibcode:2016arXiv160301113P. doi:10.1109/NBiS.2011.58. ISBN 978-1-4577-0789-6. S2CID 9285984.
Wang, Yandong; Goldstone, Robin; Yu, Weikuan; Wang, Teng (October 2014). "Characterization and Optimization of Memory-Resident MapReduce on HPC Systems". 2014 IEEE 28th International Parallel and Distributed Processing Symposium. IEEE. pp. 799–808. doi:10.1109/IPDPS.2014.87. ISBN 978-1-4799-3800-1. S2CID 11157612.
L'Heureux, A.; Grolinger, K.; Elyamany, H. F.; Capretz, M. A. M. (2017). "Machine Learning With Big Data: Challenges and Approaches". IEEE Access. 5: 7776–7797. Bibcode:2017IEEEA...5.7776L. doi:10.1109/ACCESS.2017.2696365. ISSN 2169-3536.
Hilbert, Martin (2014). "What is the Content of the World's Technologically Mediated Information and Communication Capacity: How Much Text, Image, Audio, and Video?". The Information Society. 30 (2): 127–143. doi:10.1080/01972243.2013.873748. S2CID 45759014. Archived from the original on 24 June 2020. Retrieved 12 July 2019.
Hilbert 2016. Hilbert, M (2016), "Big Data for Development: A Review of Promises and Challenges", Development Policy Review, 34 (1): 135–74, doi:10.1111/dpr.12142; free access, Archived 21 April 2021 at the Wayback Machine
Blumenstock, J. E. (2016). Fighting poverty with data. Science, 353(6301), 753–754. https://doi.org/10.1126/science.aah5217 Archived 1 June 2022 at the Wayback Machine
Blumenstock, J., Cadamuro, G., & On, R. (2015). Predicting poverty and wealth from mobile phone metadata. Science, 350(6264), 1073–1076. https://doi.org/10.1126/science.aac4420 Archived 1 June 2022 at the Wayback Machine
Jean, N., Burke, M., Xie, M., Davis, W. M., Lobell, D. B., & Ermon, S. (2016). Combining satellite imagery and machine learning to predict poverty. Science, 353(6301), 790–794. https://doi.org/10.1126/science.aaf7894 Archived 1 June 2022 at the Wayback Machine
Banerjee, Amitav; Chaudhury, Suprakash (2010). "Statistics without tears: Populations and samples". Industrial Psychiatry Journal. 19 (1): 60–65. doi:10.4103/0972-6748.77642. ISSN 0972-6748. PMC 3105563. PMID 21694795.
Hasan, Md. Morshadul; Popp, József; Oláh, Judit (12 March 2020). "Current landscape and influence of big data on finance". Journal of Big Data. 7 (1): 21. doi:10.1186/s40537-020-00291-z. ISSN 2196-1115.
Huser V, Cimino JJ (July 2016). "Impending Challenges for the Use of Big Data". International Journal of Radiation Oncology, Biology, Physics. 95 (3): 890–894. doi:10.1016/j.ijrobp.2015.10.060. PMC 4860172. PMID 26797535.
Raghupathi W, Raghupathi V (December 2014). "Big data analytics in healthcare: promise and potential". Health Information Science and Systems. 2 (1): 3. doi:10.1186/2047-2501-2-3. PMC 4341817. PMID 25825667.
Viceconti M, Hunter P, Hose R (July 2015). "Big data, big knowledge: big data for personalized healthcare" (PDF). IEEE Journal of Biomedical and Health Informatics. 19 (4): 1209–15. doi:10.1109/JBHI.2015.2406883. PMID 26218867. S2CID 14710821. Archived (PDF) from the original on 23 July 2018. Retrieved 21 September 2019.
O'Donoghue, John; Herbert, John (1 October 2012). "Data Management Within mHealth Environments: Patient Sensors, Mobile Devices, and Databases". Journal of Data and Information Quality. 4 (1): 5:1–5:20. doi:10.1145/2378016.2378021. S2CID 2318649.
Mirkes EM, Coats TJ, Levesley J, Gorban AN (August 2016). "Handling missing data in large healthcare dataset: A case study of unknown trauma outcomes". Computers in Biology and Medicine. 75: 203–16. arXiv:1604.00627. Bibcode:2016arXiv160400627M. doi:10.1016/j.compbiomed.2016.06.004. PMID 27318570. S2CID 5874067.
Murdoch TB, Detsky AS (April 2013). "The inevitable application of big data to health care". JAMA. 309 (13): 1351–2. doi:10.1001/jama.2013.393. PMID 23549579. S2CID 20462354.
Vayena E, Salathé M, Madoff LC, Brownstein JS (February 2015). "Ethical challenges of big data in public health". PLOS Computational Biology. 11 (2): e1003904. Bibcode:2015PLSCB..11E3904V. doi:10.1371/journal.pcbi.1003904. PMC 4321985. PMID 25664461.
Yanase & Triantaphyllou 2019. Yanase, J; Triantaphyllou, E (2019). "A Systematic Survey of Computer-Aided Diagnosis in Medicine: Past and Present Developments". Expert Systems with Applications. 138: 112821. doi:10.1016/j.eswa.2019.112821. S2CID 199019309.
Yanase J, Triantaphyllou E (2019b). "The Seven Key Challenges for the Future of Computer-Aided Diagnosis in Medicine". International Journal of Medical Informatics. 129: 413–22. doi:10.1016/j.ijmedinf.2019.06.017. PMID 31445285. S2CID 198287435.
Wedel, Michel; Kannan, PK (2016). "Marketing Analytics for Data-Rich Environments". Journal of Marketing. 80 (6): 97–121. doi:10.1509/jm.15.0413. S2CID 168410284.
Eck, Adam; Cazar, Ana Lucía Córdova; Callegaro, Mario; Biemer, Paul (2021). ""Big Data Meets Survey Science"". Social Science Computer Review. 39 (4): 484–488. doi:10.1177/0894439319883393.
Hill, Craig A.; Biemer, Paul P.; Buskirk, Trent D.; Japec, Lilli; Kirchner, Antje; Kolenikov, Stas; Lyberg, Lars E., eds. (13 October 2020). Big Data Meets Survey Science: A Collection of Innovative Methods (1 ed.). Wiley. doi:10.1002/9781118976357. ISBN 978-1-118-97632-6. S2CID 240797608.
Berisha, B., Mëziu, E., & Shabani, I. (2022). Big data analytics in Cloud computing: An overview. Journal of Cloud Computing, 11(1), 1-10. doi:10.1186/s13677-022-00301-w
Bosch, Volker (2016-11-01). "Big Data in Market Research: Why More Data Does Not Automatically Mean Better Information". NIM Marketing Intelligence Review. 8 (2): 56–63. doi:10.1515/gfkmir-2016-0017.
McFarland, Daniel A; McFarland, H Richard (2015-12-01). "Big Data and the danger of being precisely inaccurate". Big Data & Society. 2(2): 205395171560249. doi:10.1177/2053951715602495. ISSN 2053-9517.
Sivarajah, Uthayasankar; Kamal, Muhammad Mustafa; Irani, Zahir; Weerakkody, Vishanth (2017-01-01). "Critical analysis of Big Data challenges and analytical methods". Journal of Business Research. 70: 263–286. doi:10.1016/j.jbusres.2016.08.001. ISSN 0148-2963.
Ghasemaghaei, Maryam; Calic, Goran (January 2020). "Assessing the impact of big data on firm innovation performance: Big data is not always better data". Journal of Business Research. 108: 147–162. doi:10.1016/j.jbusres.2019.09.062. ISSN 0148-2963.
Grybauskas, Andrius; Pilinkienė, Vaida; Stundžienė, Alina (2021-08-03). "Predictive analytics using Big Data for the real estate market during the COVID-19 pandemic". Journal of Big Data. 8(1): 105. doi:10.1186/s40537-021-00476-0. ISSN 2196-1115. PMC 8329615. PMID 34367876.
Singh, Gurparkash; Schulthess, Duane; Hughes, Nigel; Vannieuwenhuyse, Bart; Kalra, Dipak (2018). "Real world big data for clinical research and drug development". Drug Discovery Today. 23 (3): 652–660. doi:10.1016/j.drudis.2017.12.002. PMID 29294362.
Brumfiel, Geoff (19 January 2011). "High-energy physics: Down the petabyte highway". Nature. 469 (7330): 282–83. Bibcode:2011Natur.469..282B. doi:10.1038/469282a. PMID 21248814. S2CID 533166.
Bai, Zhongbo; Bai, Xiaomei (2021). "Sports Big Data: Management, Analysis, Applications, and Challenges". Complexity. 2021: 1–11. doi:10.1155/2021/6676297.
Haleem, Abid; Javaid, Mohd; Khan, Ibrahim; Vaishya, Raju (2020). "Significant Applications of Big Data in COVID-19 Pandemic". Indian Journal of Orthopaedics. 54 (4): 526–528. doi:10.1007/s43465-020-00129-z. PMC 7204193. PMID 32382166.
Preis T, Moat HS, Stanley HE, Bishop SR (2012). "Quantifying the advantage of looking forward". Scientific Reports. 2: 350. Bibcode:2012NatSR...2E.350P. doi:10.1038/srep00350. PMC 3320057. PMID 22482034.
Philip Ball (26 April 2013). "Counting Google searches predicts market movements". Nature. doi:10.1038/nature.2013.12879. S2CID 167357427. Archived from the original on 27 September 2013. Retrieved 9 August 2013.
Preis T, Moat HS, Stanley HE (2013). "Quantifying trading behavior in financial markets using Google Trends". Scientific Reports. 3: 1684. Bibcode:2013NatSR...3E1684P. doi:10.1038/srep01684. PMC 3635219. PMID 23619126.
Philip Ball (26 April 2013). "Counting Google searches predicts market movements". Nature. doi:10.1038/nature.2013.12879. S2CID 167357427. Archived from the original on 27 September 2013. Retrieved 9 August 2013.
Chris Kimble; Giannis Milolidakis (7 October 2015). "Big Data and Business Intelligence: Debunking the Myths". Global Business and Organizational Excellence. 35 (1): 23–34. arXiv:1511.03085. doi:10.1002/JOE.21642. ISSN 1932-2054. Wikidata Q56532925.
Alemany Oliver, Mathieu; Vayre, Jean-Sebastien (2015). "Big Data and the Future of Knowledge Production in Marketing Research: Ethics, Digital Traces, and Abductive Reasoning". Journal of Marketing Analytics. 3 (1): 5–13. doi:10.1057/jma.2015.1. S2CID 111360835.
Barocas, Solon; Nissenbaum, Helen; Lane, Julia; Stodden, Victoria; Bender, Stefan; Nissenbaum, Helen (June 2014). Big Data's End Run around Anonymity and Consent. Cambridge University Press. pp. 44–75. doi:10.1017/cbo9781107590205.004. ISBN 9781107067356. S2CID 152939392.
Katyal, Sonia K. (2019). "Artificial Intelligence, Advertising, and Disinformation". Advertising & Society Quarterly. 20 (4). doi:10.1353/asr.2019.0026. ISSN 2475-1790. S2CID 213397212. Archived from the original on 28 October 2020. Retrieved 18 November 2020.
Jones, MB; Schildhauer, MP; Reichman, OJ; Bowers, S (2006). "The New Bioinformatics: Integrating Ecological Data from the Gene to the Biosphere" (PDF). Annual Review of Ecology, Evolution, and Systematics. 37 (1): 519–544. doi:10.1146/annurev.ecolsys.37.091305.110031. Archived (PDF) from the original on 8 July 2019. Retrieved 19 September 2012.
Boyd, D.; Crawford, K. (2012). "Critical Questions for Big Data". Information, Communication & Society. 15 (5): 662–679. doi:10.1080/1369118X.2012.678878. hdl:10983/1320. S2CID 51843165.
Ioannidis JP (August 2005). "Why most published research findings are false". PLOS Medicine. 2 (8): e124. doi:10.1371/journal.pmed.0020124. PMC 1182327. PMID 16060722.
Brayne, Sarah (29 August 2017). "Big Data Surveillance: The Case of Policing". American Sociological Review. 82 (5): 977–1008. doi:10.1177/0003122417725865. PMC 10846878. PMID 38322733. S2CID 3609838.

economist.com

"Data, data everywhere". The Economist. 25 February 2010. Archived from the original on 27 May 2018. Retrieved 9 December 2012.
"How data-driven policing threatens human freedom". The Economist. 4 June 2018. ISSN 0013-0613. Archived from the original on 27 October 2019. Retrieved 27 October 2019.

energy.gov

"Secretary Chu Announces New Institute to Help Scientists Improve Massive Data Set Research on DOE Supercomputers". energy.gov. Archived from the original on 3 April 2019. Retrieved 2 November 2012.

escholarship.org

Reichman OJ, Jones MB, Schildhauer MP (February 2011). "Challenges and opportunities of open data in ecology". Science. 331 (6018): 703–5. Bibcode:2011Sci...331..703R. doi:10.1126/science.1197962. PMID 21311007. S2CID 22686503. Archived from the original on 19 October 2020. Retrieved 12 July 2019.
Hilbert, Martin (2014). "What is the Content of the World's Technologically Mediated Information and Communication Capacity: How Much Text, Image, Audio, and Video?". The Information Society. 30 (2): 127–143. doi:10.1080/01972243.2013.873748. S2CID 45759014. Archived from the original on 24 June 2020. Retrieved 12 July 2019.

europa.eu

cordis.europa.eu

"Big Data Public Private Forum". cordis.europa.eu. 1 September 2012. Archived from the original on 9 March 2021. Retrieved 16 March 2020.

eweek.com

"Survey: Biggest Databases Approach 30 Terabytes". Eweek.com. 8 November 2003. Retrieved 8 October 2017.

facebook.com

"Scaling Facebook to 500 Million Users and Beyond". Facebook.com. Archived from the original on 5 July 2013. Retrieved 21 July 2013.

fastcompany.com

"This Startup Will Sequence Your DNA, So You Can Contribute To Medical Research". Fast Company. 23 December 2016. Archived from the original on 29 December 2016. Retrieved 29 December 2016.

fico.com

"FICO® Falcon® Fraud Manager". Fico.com. Archived from the original on 11 November 2012. Retrieved 21 July 2013.

fiercebiotech.com

"23andMe reports jump in requests for data in wake of Pfizer depression study | FierceBiotech". fiercebiotech.com. 22 August 2016. Archived from the original on 29 December 2016. Retrieved 29 December 2016.

forbes.com

"Degrees in Big Data: Fad or Fast Track to Career Success". Forbes. Archived from the original on 3 March 2016. Retrieved 21 February 2016.
Hill, Kashmir. "Blueprints of NSA's Ridiculously Expensive Data Center in Utah Suggest It Holds Less Info Than Thought". Forbes. Archived from the original on 29 March 2018. Retrieved 31 October 2013.
Frank Bi. "How Formula One Teams Are Using Big Data To Get The Inside Edge". Forbes. Archived from the original on 20 December 2015. Retrieved 12 December 2015.

fortewares.com

Failure to Launch: From Big Data to Big Decisions Archived 6 December 2016 at the Wayback Machine, Forte Wares.

fsn.co.uk

Oracle and FSN, "Mastering Big Data: CFO Strategies to Transform Insight into Opportunity" Archived 4 August 2013 at the Wayback Machine, December 2012

ft.com

Richard Waters (25 April 2013). "Google search proves to be new word in stock market prediction". Financial Times. Archived from the original on 1 June 2022. Retrieved 9 August 2013.
Harford, Tim (28 March 2014). "Big data: are we making a big mistake?". Financial Times. Archived from the original on 7 April 2014. Retrieved 7 April 2014.

next.ft.com

"Big data: are we making a big mistake?". Financial Times. 28 March 2014. Archived from the original on 30 June 2016. Retrieved 20 October 2016.

gigaom.com

Hellerstein, Joe (9 November 2008). "Parallel Programming in the Age of Big Data". Gigaom Blog. Archived from the original on 7 October 2012. Retrieved 21 April 2010.

govinsider.asia

Choudhury, Amit Roy (27 March 2020). "Gov in the Time of Corona". Gov Insider. Archived from the original on 20 March 2020. Retrieved 30 October 2020.

handle.net

hdl.handle.net

Balazka, Dominik; Rodighiero, Dario (2020). "Big Data and the Little Big Bang: An Epistemological (R)evolution". Frontiers in Big Data. 3: 31. doi:10.3389/fdata.2020.00031. hdl:1721.1/128865. PMC 7931920. PMID 33693404.
Boyd, D.; Crawford, K. (2012). "Critical Questions for Big Data". Information, Communication & Society. 15 (5): 662–679. doi:10.1080/1369118X.2012.678878. hdl:10983/1320. S2CID 51843165.

harvard.edu

ui.adsabs.harvard.edu

Hilbert, Martin; López, Priscila (2011). "The World's Technological Capacity to Store, Communicate, and Compute Information". Science. 332 (6025): 60–65. Bibcode:2011Sci...332...60H. doi:10.1126/science.1200970. PMID 21310967. S2CID 206531385. Archived from the original on 14 April 2016. Retrieved 13 April 2016.
"Community cleverness required". Nature. 455 (7209): 1. September 2008. Bibcode:2008Natur.455....1.. doi:10.1038/455001a. PMID 18769385.
Reichman OJ, Jones MB, Schildhauer MP (February 2011). "Challenges and opportunities of open data in ecology". Science. 331 (6018): 703–5. Bibcode:2011Sci...331..703R. doi:10.1126/science.1197962. PMID 21311007. S2CID 22686503. Archived from the original on 19 October 2020. Retrieved 12 July 2019.
Hilbert M, López P (April 2011). "The world's technological capacity to store, communicate, and compute information" (PDF). Science. 332 (6025): 60–5. Bibcode:2011Sci...332...60H. doi:10.1126/science.1200970. PMID 21310967. S2CID 206531385. Archived (PDF) from the original on 19 August 2019. Retrieved 11 May 2019.
Lu, Haiping; Plataniotis, K.N.; Venetsanopoulos, A.N. (2011). "A Survey of Multilinear Subspace Learning for Tensor Data" (PDF). Pattern Recognition. 44 (7): 1540–1551. Bibcode:2011PatRe..44.1540L. doi:10.1016/j.patcog.2011.01.004. Archived (PDF) from the original on 10 July 2019. Retrieved 21 January 2013.
Pllana, Sabri; Janciak, Ivan; Brezany, Peter; Wöhrer, Alexander (2016). "A Survey of the State of the Art in Data Mining and Integration Query Languages". 2011 14th International Conference on Network-Based Information Systems. IEEE Computer Society. pp. 341–348. arXiv:1603.01113. Bibcode:2016arXiv160301113P. doi:10.1109/NBiS.2011.58. ISBN 978-1-4577-0789-6. S2CID 9285984.
L'Heureux, A.; Grolinger, K.; Elyamany, H. F.; Capretz, M. A. M. (2017). "Machine Learning With Big Data: Challenges and Approaches". IEEE Access. 5: 7776–7797. Bibcode:2017IEEEA...5.7776L. doi:10.1109/ACCESS.2017.2696365. ISSN 2169-3536.
Mirkes EM, Coats TJ, Levesley J, Gorban AN (August 2016). "Handling missing data in large healthcare dataset: A case study of unknown trauma outcomes". Computers in Biology and Medicine. 75: 203–16. arXiv:1604.00627. Bibcode:2016arXiv160400627M. doi:10.1016/j.compbiomed.2016.06.004. PMID 27318570. S2CID 5874067.
Vayena E, Salathé M, Madoff LC, Brownstein JS (February 2015). "Ethical challenges of big data in public health". PLOS Computational Biology. 11 (2): e1003904. Bibcode:2015PLSCB..11E3904V. doi:10.1371/journal.pcbi.1003904. PMC 4321985. PMID 25664461.
Brumfiel, Geoff (19 January 2011). "High-energy physics: Down the petabyte highway". Nature. 469 (7330): 282–83. Bibcode:2011Natur.469..282B. doi:10.1038/469282a. PMID 21248814. S2CID 533166.
Preis T, Moat HS, Stanley HE, Bishop SR (2012). "Quantifying the advantage of looking forward". Scientific Reports. 2: 350. Bibcode:2012NatSR...2E.350P. doi:10.1038/srep00350. PMC 3320057. PMID 22482034.
Preis T, Moat HS, Stanley HE (2013). "Quantifying trading behavior in financial markets using Google Trends". Scientific Reports. 3: 1684. Bibcode:2013NatSR...3E1684P. doi:10.1038/srep01684. PMC 3635219. PMID 23619126.

hbr.org

Shah, Shvetank; Horne, Andrew; Capellá, Jaime (April 2012). "Good Data Won't Guarantee Good Decisions". Harvard Business Review. Archived from the original on 11 September 2012. Retrieved 8 September 2012.
Anja Lambrecht and Catherine Tucker (2016) "The 4 Mistakes Most Managers Make with Analytics," Harvard Business Review, July 12. https://hbr.org/2016/07/the-4-mistakes-most-managers-make-with-analytics Archived 26 January 2022 at the Wayback Machine

blogs.hbr.org

Ohm, Paul (23 August 2012). "Don't Build a Database of Ruin". Harvard Business Review. Archived from the original on 30 August 2012. Retrieved 29 August 2012.

hcltech.com

"Solving Key Business Challenges With a Big Data Lake" (PDF). Hcltech.com. August 2014. Archived (PDF) from the original on 3 July 2017. Retrieved 8 October 2017.

howstuffworks.com

money.howstuffworks.com

Layton, Julia (25 January 2006). "Amazon Technology". Money.howstuffworks.com. Archived from the original on 28 February 2013. Retrieved 5 March 2013.

hrw.org

"China: Big Data Fuels Crackdown in Minority Region: Predictive Policing Program Flags Individuals for Investigations, Detentions". hrw.org. Human Rights Watch. 26 February 2018. Archived from the original on 21 December 2019. Retrieved 4 August 2018.

huffingtonpost.com

Smith, Gerry; Hallman, Ben (12 June 2013). "NSA Spying Controversy Highlights Embrace of Big Data". Huffington Post. Archived from the original on 19 July 2017. Retrieved 7 May 2018.
Dave Ryan (13 November 2015). "Sports: Where Big Data Finally Makes Sense". huffingtonpost.com. Archived from the original on 22 December 2015. Retrieved 12 December 2015.

ibc.org

"Big data and analytics: C4 and Genius Digital". Ibc.org. Archived from the original on 8 October 2017. Retrieved 8 October 2017.

ibm.com

"The 5 V's of big data". Watson Health Perspectives. 17 September 2016. Archived from the original on 18 January 2021. Retrieved 20 January 2021.
"IBM What is big data? – Bringing big data to the enterprise". ibm.com. Archived from the original on 24 August 2013. Retrieved 26 August 2013.

zurich.ibm.com

"IBM Research – Zurich" (PDF). Zurich.ibm.com. Archived from the original on 1 June 2022. Retrieved 8 October 2017.

ibmbigdatahub.com

"Measuring the Business Value of Big Data | IBM Big Data & Analytics Hub". www.ibmbigdatahub.com. Archived from the original on 28 January 2021. Retrieved 20 January 2021.

idc.com

"Global Spending on Big Data and Analytics Solutions Will Reach $215.7 Billion in 2021, According to a New IDC Spending Guide". Archived from the original on 23 July 2022. Retrieved 31 July 2022.

ijis.net

Snijders, Matzat & Reips 2012. Snijders, C.; Matzat, U.; Reips, U.-D. (2012). "'Big Data': Big gaps of knowledge in the field of Internet". International Journal of Internet Science. 7: 1–5. Archived from the original on 23 November 2019. Retrieved 13 April 2013.
Reips, Ulf-Dietrich; Matzat, Uwe (2014). "Mining "Big Data" using Big Data Services". International Journal of Internet Science. 1 (1): 1–8. Archived from the original on 14 August 2014. Retrieved 14 August 2014.

independent.co.uk

Hamish McRae (28 April 2013). "Hamish McRae: Need a valuable handle on investor sentiment? Google it". The Independent. London. Archived from the original on 25 July 2018. Retrieved 9 August 2013.

informationweek.com

Grimes, Seth. "Big Data: Avoid 'Wanna V' Confusion". InformationWeek. Archived from the original on 23 December 2015. Retrieved 5 January 2016.
Bertolucci, Jeff "Hadoop: From Experiment To Leading Big Data Platform" Archived 23 November 2020 at the Wayback Machine, "Information Week", 2013. Retrieved on 14 November 2013.
Hoover, J. Nicholas. "Government's 10 Most Powerful Supercomputers". Information Week. UBM. Archived from the original on 16 October 2013. Retrieved 26 September 2012.

infoworld.com

Lampitt, Andrew (14 February 2013). "The real story of how big data analytics helped Obama win". InfoWorld. Archived from the original on 5 July 2014. Retrieved 31 May 2014.

ishti.org

"Why Digital Advertising Agencies Suck at Acquisition and are in Dire Need of an AI Assisted Upgrade". Ishti.org. 15 April 2018. Archived from the original on 12 February 2019. Retrieved 15 April 2018.

itnews.com.au

Tay, Liz. "Inside eBay's 90PB data warehouse". ITNews. Archived from the original on 15 February 2016. Retrieved 12 February 2016.

itweb.co.za

Admire Moyo (23 October 2015). "Data scientists predict Springbok defeat". itweb.co.za. Archived from the original on 22 December 2015. Retrieved 12 December 2015.
Regina Pazvakavambwa (17 November 2015). "Predictive analytics, big data transform sports". itweb.co.za. Archived from the original on 22 December 2015. Retrieved 12 December 2015.

jhu.edu

muse.jhu.edu

Katyal, Sonia K. (2019). "Artificial Intelligence, Advertising, and Disinformation". Advertising & Society Quarterly. 20 (4). doi:10.1353/asr.2019.0026. ISSN 2475-1790. S2CID 213397212. Archived from the original on 28 October 2020. Retrieved 18 November 2020.

kdnuggets.com

Rajpurohit, Anmol (11 July 2014). "Interview: Amy Gershkoff, Director of Customer Analytics & Insights, eBay on How to Design Custom In-House BI Tools". KDnuggets. Archived from the original on 14 July 2014. Retrieved 14 July 2014. Generally, I find that off-the-shelf business intelligence tools do not meet the needs of clients who want to derive custom insights from their data. Therefore, for medium-to-large organizations with access to strong technical talent, I usually recommend building custom, in-house solutions.
Gregory Piatetsky (12 August 2014). "Interview: Michael Berthold, KNIME Founder, on Research, Creativity, Big Data, and Privacy, Part 2". KDnuggets. Archived from the original on 13 August 2014. Retrieved 13 August 2014.

lesechos.fr

lecercle.lesechos.fr

Les Echos (3 April 2013). "Les Echos – Big Data car Low-Density Data ? La faible densité en information comme facteur discriminant – Archives". Lesechos.fr. Archived from the original on 30 April 2014. Retrieved 8 October 2017.

livemint.com

"News: Live Mint". Are Indian companies making enough sense of Big Data?. Live Mint. 23 June 2014. Archived from the original on 29 November 2014. Retrieved 22 November 2014.

martinhilbert.net

Hilbert, Martin; López, Priscila (2011). "The World's Technological Capacity to Store, Communicate, and Compute Information". Science. 332 (6025): 60–65. Bibcode:2011Sci...332...60H. doi:10.1126/science.1200970. PMID 21310967. S2CID 206531385. Archived from the original on 14 April 2016. Retrieved 13 April 2016.
Hilbert 2016. Hilbert, M (2016), "Big Data for Development: A Review of Promises and Challenges", Development Policy Review, 34 (1): 135–74, doi:10.1111/dpr.12142; free access, Archived 21 April 2021 at the Wayback Machine
Mann, S., & Hilbert, M. (2020). AI4D: Artificial Intelligence for Development. International Journal of Communication, 14(0), 21. https://www.martinhilbert.net/ai4d-artificial-intelligence-for-development/ Archived 22 April 2021 at the Wayback Machine

mckinsey.com

Big data: The next frontier for innovation, competition, and productivity McKinsey Global Institute May 2011
Manyika, James; Chui, Michael; Bughin, Jaques; Brown, Brad; Dobbs, Richard; Roxburgh, Charles; Byers, Angela Hung (May 2011). "Big Data: The next frontier for innovation, competition, and productivity" (PDF). McKinsey Global Institute. Archived (PDF) from the original on 25 July 2021. Retrieved 22 May 2021.

mit.edu

sloanreview.mit.edu

Brynjolfsson, Erik; Hu, Yu Jeffrey; Rahman, Mohammad S. (21 May 2013). "Competing in the Age of Omnichannel Retailing". MIT Sloan Management Review.

bigdata.csail.mit.edu

"Big Data @ CSAIL". Bigdata.csail.mit.edu. 22 February 2013. Archived from the original on 30 March 2013. Retrieved 5 March 2013.

nasa.gov

"NASA – NASA Goddard Introduces the NASA Center for Climate Simulation". Nasa.gov. Archived from the original on 3 April 2016. Retrieved 13 April 2016.

nature.com

Philip Ball (26 April 2013). "Counting Google searches predicts market movements". Nature. doi:10.1038/nature.2013.12879. S2CID 167357427. Archived from the original on 27 September 2013. Retrieved 9 August 2013.
Philip Ball (26 April 2013). "Counting Google searches predicts market movements". Nature. doi:10.1038/nature.2013.12879. S2CID 167357427. Archived from the original on 27 September 2013. Retrieved 9 August 2013.

newscientist.com

Marks, Paul (5 April 2012). "Online searches for future linked to economic success". New Scientist. Archived from the original on 8 April 2012. Retrieved 9 April 2012.

nih.gov

pubmed.ncbi.nlm.nih.gov

Hilbert, Martin; López, Priscila (2011). "The World's Technological Capacity to Store, Communicate, and Compute Information". Science. 332 (6025): 60–65. Bibcode:2011Sci...332...60H. doi:10.1126/science.1200970. PMID 21310967. S2CID 206531385. Archived from the original on 14 April 2016. Retrieved 13 April 2016.
McAfee, Andrew; Brynjolfsson, Erik (1 October 2012). "Big data: the management revolution". Harvard Business Review. 90 (10): 60–66, 68, 128. ISSN 0017-8012. PMID 23074865.
"Community cleverness required". Nature. 455 (7209): 1. September 2008. Bibcode:2008Natur.455....1.. doi:10.1038/455001a. PMID 18769385.
Reichman OJ, Jones MB, Schildhauer MP (February 2011). "Challenges and opportunities of open data in ecology". Science. 331 (6018): 703–5. Bibcode:2011Sci...331..703R. doi:10.1126/science.1197962. PMID 21311007. S2CID 22686503. Archived from the original on 19 October 2020. Retrieved 12 July 2019.
Hilbert M, López P (April 2011). "The world's technological capacity to store, communicate, and compute information" (PDF). Science. 332 (6025): 60–5. Bibcode:2011Sci...332...60H. doi:10.1126/science.1200970. PMID 21310967. S2CID 206531385. Archived (PDF) from the original on 19 August 2019. Retrieved 11 May 2019.
Balazka, Dominik; Rodighiero, Dario (2020). "Big Data and the Little Big Bang: An Epistemological (R)evolution". Frontiers in Big Data. 3: 31. doi:10.3389/fdata.2020.00031. hdl:1721.1/128865. PMC 7931920. PMID 33693404.
Banerjee, Amitav; Chaudhury, Suprakash (2010). "Statistics without tears: Populations and samples". Industrial Psychiatry Journal. 19 (1): 60–65. doi:10.4103/0972-6748.77642. ISSN 0972-6748. PMC 3105563. PMID 21694795.
Huser V, Cimino JJ (July 2016). "Impending Challenges for the Use of Big Data". International Journal of Radiation Oncology, Biology, Physics. 95 (3): 890–894. doi:10.1016/j.ijrobp.2015.10.060. PMC 4860172. PMID 26797535.
Raghupathi W, Raghupathi V (December 2014). "Big data analytics in healthcare: promise and potential". Health Information Science and Systems. 2 (1): 3. doi:10.1186/2047-2501-2-3. PMC 4341817. PMID 25825667.
Viceconti M, Hunter P, Hose R (July 2015). "Big data, big knowledge: big data for personalized healthcare" (PDF). IEEE Journal of Biomedical and Health Informatics. 19 (4): 1209–15. doi:10.1109/JBHI.2015.2406883. PMID 26218867. S2CID 14710821. Archived (PDF) from the original on 23 July 2018. Retrieved 21 September 2019.
Mirkes EM, Coats TJ, Levesley J, Gorban AN (August 2016). "Handling missing data in large healthcare dataset: A case study of unknown trauma outcomes". Computers in Biology and Medicine. 75: 203–16. arXiv:1604.00627. Bibcode:2016arXiv160400627M. doi:10.1016/j.compbiomed.2016.06.004. PMID 27318570. S2CID 5874067.
Murdoch TB, Detsky AS (April 2013). "The inevitable application of big data to health care". JAMA. 309 (13): 1351–2. doi:10.1001/jama.2013.393. PMID 23549579. S2CID 20462354.
Vayena E, Salathé M, Madoff LC, Brownstein JS (February 2015). "Ethical challenges of big data in public health". PLOS Computational Biology. 11 (2): e1003904. Bibcode:2015PLSCB..11E3904V. doi:10.1371/journal.pcbi.1003904. PMC 4321985. PMID 25664461.
Dong X, Bahroos N, Sadhu E, Jackson T, Chukhman M, Johnson R, Boyd A, Hynes D (2013). "Leverage Hadoop framework for large scale clinical informatics applications". AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science. 2013: 53. PMID 24303235.
Yanase J, Triantaphyllou E (2019b). "The Seven Key Challenges for the Future of Computer-Aided Diagnosis in Medicine". International Journal of Medical Informatics. 129: 413–22. doi:10.1016/j.ijmedinf.2019.06.017. PMID 31445285. S2CID 198287435.
Singh, Gurparkash; Schulthess, Duane; Hughes, Nigel; Vannieuwenhuyse, Bart; Kalra, Dipak (2018). "Real world big data for clinical research and drug development". Drug Discovery Today. 23 (3): 652–660. doi:10.1016/j.drudis.2017.12.002. PMID 29294362.
Brumfiel, Geoff (19 January 2011). "High-energy physics: Down the petabyte highway". Nature. 469 (7330): 282–83. Bibcode:2011Natur.469..282B. doi:10.1038/469282a. PMID 21248814. S2CID 533166.
Haleem, Abid; Javaid, Mohd; Khan, Ibrahim; Vaishya, Raju (2020). "Significant Applications of Big Data in COVID-19 Pandemic". Indian Journal of Orthopaedics. 54 (4): 526–528. doi:10.1007/s43465-020-00129-z. PMC 7204193. PMID 32382166.
Preis T, Moat HS, Stanley HE, Bishop SR (2012). "Quantifying the advantage of looking forward". Scientific Reports. 2: 350. Bibcode:2012NatSR...2E.350P. doi:10.1038/srep00350. PMC 3320057. PMID 22482034.
Preis T, Moat HS, Stanley HE (2013). "Quantifying trading behavior in financial markets using Google Trends". Scientific Reports. 3: 1684. Bibcode:2013NatSR...3E1684P. doi:10.1038/srep01684. PMC 3635219. PMID 23619126.
Ioannidis JP (August 2005). "Why most published research findings are false". PLOS Medicine. 2 (8): e124. doi:10.1371/journal.pmed.0020124. PMC 1182327. PMID 16060722.
Brayne, Sarah (29 August 2017). "Big Data Surveillance: The Case of Policing". American Sociological Review. 82 (5): 977–1008. doi:10.1177/0003122417725865. PMC 10846878. PMID 38322733. S2CID 3609838.

ncbi.nlm.nih.gov

Balazka, Dominik; Rodighiero, Dario (2020). "Big Data and the Little Big Bang: An Epistemological (R)evolution". Frontiers in Big Data. 3: 31. doi:10.3389/fdata.2020.00031. hdl:1721.1/128865. PMC 7931920. PMID 33693404.
Banerjee, Amitav; Chaudhury, Suprakash (2010). "Statistics without tears: Populations and samples". Industrial Psychiatry Journal. 19 (1): 60–65. doi:10.4103/0972-6748.77642. ISSN 0972-6748. PMC 3105563. PMID 21694795.
Huser V, Cimino JJ (July 2016). "Impending Challenges for the Use of Big Data". International Journal of Radiation Oncology, Biology, Physics. 95 (3): 890–894. doi:10.1016/j.ijrobp.2015.10.060. PMC 4860172. PMID 26797535.
Raghupathi W, Raghupathi V (December 2014). "Big data analytics in healthcare: promise and potential". Health Information Science and Systems. 2 (1): 3. doi:10.1186/2047-2501-2-3. PMC 4341817. PMID 25825667.
Vayena E, Salathé M, Madoff LC, Brownstein JS (February 2015). "Ethical challenges of big data in public health". PLOS Computational Biology. 11 (2): e1003904. Bibcode:2015PLSCB..11E3904V. doi:10.1371/journal.pcbi.1003904. PMC 4321985. PMID 25664461.
Haleem, Abid; Javaid, Mohd; Khan, Ibrahim; Vaishya, Raju (2020). "Significant Applications of Big Data in COVID-19 Pandemic". Indian Journal of Orthopaedics. 54 (4): 526–528. doi:10.1007/s43465-020-00129-z. PMC 7204193. PMID 32382166.
Preis T, Moat HS, Stanley HE, Bishop SR (2012). "Quantifying the advantage of looking forward". Scientific Reports. 2: 350. Bibcode:2012NatSR...2E.350P. doi:10.1038/srep00350. PMC 3320057. PMID 22482034.
Preis T, Moat HS, Stanley HE (2013). "Quantifying trading behavior in financial markets using Google Trends". Scientific Reports. 3: 1684. Bibcode:2013NatSR...3E1684P. doi:10.1038/srep01684. PMC 3635219. PMID 23619126.
Ioannidis JP (August 2005). "Why most published research findings are false". PLOS Medicine. 2 (8): e124. doi:10.1371/journal.pmed.0020124. PMC 1182327. PMID 16060722.
Brayne, Sarah (29 August 2017). "Big Data Surveillance: The Case of Policing". American Sociological Review. 82 (5): 977–1008. doi:10.1177/0003122417725865. PMC 10846878. PMID 38322733. S2CID 3609838.

nsa.gov

"Groundbreaking Ceremony Held for $1.2 Billion Utah Data Center". National Security Agency Central Security Service. Archived from the original on 5 September 2013. Retrieved 18 March 2013.

nsf.gov

"NSF Leads Federal Efforts in Big Data". National Science Foundation (NSF). 29 March 2012. Archived from the original on 31 March 2019. Retrieved 6 April 2018.

nytimes.com

bits.blogs.nytimes.com

Steve Lohr (1 February 2013). "The Origins of 'Big Data': An Etymological Detective Story". The New York Times. Archived from the original on 6 March 2016. Retrieved 28 September 2016.
Wingfield, Nick (12 March 2013). "Predicting Commutes More Accurately for Would-Be Home Buyers". The New York Times. Archived from the original on 29 May 2013. Retrieved 21 July 2013.
Nick Bilton (26 April 2013). "Google Search Terms Can Predict Stock Market, Study Finds". The New York Times. Archived from the original on 2 June 2013. Retrieved 9 August 2013.

nytimes.com

David Patterson (5 December 2011). "Computer Scientists May Have What It Takes to Help Cure Cancer". The New York Times. Archived from the original on 30 January 2017. Retrieved 26 February 2017.
Lohr, Steve; Singer, Natasha (10 November 2016). "How Data Failed Us in Calling an Election". The New York Times. ISSN 0362-4331. Archived from the original on 25 November 2016. Retrieved 27 November 2016.

oecd.org

"Delort P., OECD ICCP Technology Foresight Forum, 2012" (PDF). Oecd.org. Archived (PDF) from the original on 19 June 2017. Retrieved 8 October 2017.

openmethodology.org

mike2.openmethodology.org

"Big Data Solution Offering". MIKE2.0. Archived from the original on 16 March 2013. Retrieved 8 December 2013.
"Big Data Definition". MIKE2.0. Archived from the original on 25 September 2018. Retrieved 9 March 2013.

osf.io

boyd, dana; Crawford, Kate (21 September 2011). "Six Provocations for Big Data". Social Science Research Network: A Decade in Internet Time: Symposium on the Dynamics of the Internet and Society. doi:10.2139/ssrn.1926431. S2CID 148610111. Archived from the original on 28 February 2020. Retrieved 12 July 2019.

ox.ac.uk

ora.ox.ac.uk

Mahdavi-Damghani, Babak (2019). Data-Driven Models & Mathematical Finance: Apposition or Opposition? (DPhil thesis). Oxford, England: University of Oxford. p. 21. SSRN 3521933.

pnamp.org

Jones, MB; Schildhauer, MP; Reichman, OJ; Bowers, S (2006). "The New Bioinformatics: Integrating Ecological Data from the Gene to the Biosphere" (PDF). Annual Review of Ecology, Evolution, and Systematics. 37 (1): 519–544. doi:10.1146/annurev.ecolsys.37.091305.110031. Archived (PDF) from the original on 8 July 2019. Retrieved 19 September 2012.

politico.eu

Manancourt, Vincent (10 March 2020). "Coronavirus tests Europe's resolve on privacy". Politico. Archived from the original on 20 March 2020. Retrieved 30 October 2020.

predix.com

"A Software Platform for Operational Technology Innovation" (PDF). Predix.com. Archived from the original (PDF) on 22 March 2017. Retrieved 8 October 2017.

propublica.org

Marshall Allen (17 July 2018). "Health Insurers Are Vacuuming Up Details About You – And It Could Raise Your Rates". www.propublica.org. Archived from the original on 21 July 2018. Retrieved 21 July 2018.

pucpr.br

secplab.ppgia.pucpr.br

"Method for testing the fault tolerance of MapReduce frameworks" (PDF). Computer Networks. 2015. Archived (PDF) from the original on 22 July 2016. Retrieved 13 April 2016.

research.google.com

Webster, John. "MapReduce: Simplified Data Processing on Large Clusters" Archived 14 December 2009 at the Wayback Machine, "Search Storage", 2004. Retrieved on 25 March 2013.

researchgate.net

"Recent advances delivered by Mobile Cloud Computing and Internet of Things for Big Data applications: a survey". International Journal of Network Management. 11 March 2016. Archived from the original on 1 June 2022. Retrieved 14 September 2016.
"Big Data in Biosciences". October 2015. Archived from the original on 1 June 2022. Retrieved 18 October 2016.
Lugmayr, A.; Stockleben, B; Scheib, C.; Mailaparampil, M.; Mesia, N.; Ranta, H.; Lab, E. (1 June 2016). "A Comprehensive Survey On Big-Data Research and Its Implications – What is Really 'New' in Big Data? – It's Cognitive Big Data!". Archived from the original on 1 June 2022. Retrieved 27 November 2023.

rfidjournal.com

"That Internet Of Things Thing". 22 June 2009. Archived from the original on 2 May 2013. Retrieved 29 December 2017.

sciencehistory.org

Everts, Sarah (2016). "Information Overload". Distillations. Vol. 2, no. 2. pp. 26–33. Archived from the original on 3 April 2019. Retrieved 22 March 2018.

scientificamerican.com

Seife, Charles. "23andMe Is Terrifying, but Not for the Reasons the FDA Thinks". Scientific American. Archived from the original on 29 December 2016. Retrieved 29 December 2016.

seagate.com

Reinsel, David; Gantz, John; Rydning, John (13 April 2017). "Data Age 2025: The Evolution of Data to Life-Critical" (PDF). seagate.com. Framingham, MA, US: International Data Corporation. Archived (PDF) from the original on 8 December 2017. Retrieved 2 November 2017.

searchengineland.com

"Google Still Doing at Least 1 Trillion Searches Per Year". Search Engine Land. 16 January 2015. Archived from the original on 15 April 2015. Retrieved 15 April 2015.

semanticscholar.org

api.semanticscholar.org

Hilbert, Martin; López, Priscila (2011). "The World's Technological Capacity to Store, Communicate, and Compute Information". Science. 332 (6025): 60–65. Bibcode:2011Sci...332...60H. doi:10.1126/science.1200970. PMID 21310967. S2CID 206531385. Archived from the original on 14 April 2016. Retrieved 13 April 2016.
Cappa, Francesco; Oriani, Raffaele; Peruffo, Enzo; McCarthy, Ian (2021). "Big Data for Creating and Capturing Value in the Digitalized Environment: Unpacking the Effects of Volume, Variety, and Veracity on Firm Performance". Journal of Product Innovation Management. 38 (1): 49–67. doi:10.1111/jpim.12545. ISSN 0737-6782. S2CID 225209179.
boyd, dana; Crawford, Kate (21 September 2011). "Six Provocations for Big Data". Social Science Research Network: A Decade in Internet Time: Symposium on the Dynamics of the Internet and Society. doi:10.2139/ssrn.1926431. S2CID 148610111. Archived from the original on 28 February 2020. Retrieved 12 July 2019.
Reichman OJ, Jones MB, Schildhauer MP (February 2011). "Challenges and opportunities of open data in ecology". Science. 331 (6018): 703–5. Bibcode:2011Sci...331..703R. doi:10.1126/science.1197962. PMID 21311007. S2CID 22686503. Archived from the original on 19 October 2020. Retrieved 12 July 2019.
Hilbert M, López P (April 2011). "The world's technological capacity to store, communicate, and compute information" (PDF). Science. 332 (6025): 60–5. Bibcode:2011Sci...332...60H. doi:10.1126/science.1200970. PMID 21310967. S2CID 206531385. Archived (PDF) from the original on 19 August 2019. Retrieved 11 May 2019.
Ibrahim; Targio Hashem, Abaker; Yaqoob, Ibrar; Badrul Anuar, Nor; Mokhtar, Salimah; Gani, Abdullah; Ullah Khan, Samee (2015). "big data" on cloud computing: Review and open research issues". Information Systems. 47: 98–115. doi:10.1016/j.is.2014.07.006. S2CID 205488005.
Kitchin, Rob; McArdle, Gavin (2016). "What makes Big Data, Big Data? Exploring the ontological characteristics of 26 datasets". Big Data & Society. 3: 1–10. doi:10.1177/2053951716631130. S2CID 55539845.
Sagiroglu, Seref (2013). "Big data: A review". 2013 International Conference on Collaboration Technologies and Systems (CTS). pp. 42–47. doi:10.1109/CTS.2013.6567202. ISBN 978-1-4673-6404-1. S2CID 5724608.
Onay, Ceylan; Öztürk, Elif (2018). "A review of credit scoring research in the age of Big Data". Journal of Financial Regulation and Compliance. 26 (3): 382–405. doi:10.1108/JFRC-06-2017-0054. S2CID 158895306.
Pllana, Sabri; Janciak, Ivan; Brezany, Peter; Wöhrer, Alexander (2016). "A Survey of the State of the Art in Data Mining and Integration Query Languages". 2011 14th International Conference on Network-Based Information Systems. IEEE Computer Society. pp. 341–348. arXiv:1603.01113. Bibcode:2016arXiv160301113P. doi:10.1109/NBiS.2011.58. ISBN 978-1-4577-0789-6. S2CID 9285984.
Wang, Yandong; Goldstone, Robin; Yu, Weikuan; Wang, Teng (October 2014). "Characterization and Optimization of Memory-Resident MapReduce on HPC Systems". 2014 IEEE 28th International Parallel and Distributed Processing Symposium. IEEE. pp. 799–808. doi:10.1109/IPDPS.2014.87. ISBN 978-1-4799-3800-1. S2CID 11157612.
Hilbert, Martin (2014). "What is the Content of the World's Technologically Mediated Information and Communication Capacity: How Much Text, Image, Audio, and Video?". The Information Society. 30 (2): 127–143. doi:10.1080/01972243.2013.873748. S2CID 45759014. Archived from the original on 24 June 2020. Retrieved 12 July 2019.
Viceconti M, Hunter P, Hose R (July 2015). "Big data, big knowledge: big data for personalized healthcare" (PDF). IEEE Journal of Biomedical and Health Informatics. 19 (4): 1209–15. doi:10.1109/JBHI.2015.2406883. PMID 26218867. S2CID 14710821. Archived (PDF) from the original on 23 July 2018. Retrieved 21 September 2019.
O'Donoghue, John; Herbert, John (1 October 2012). "Data Management Within mHealth Environments: Patient Sensors, Mobile Devices, and Databases". Journal of Data and Information Quality. 4 (1): 5:1–5:20. doi:10.1145/2378016.2378021. S2CID 2318649.
Mirkes EM, Coats TJ, Levesley J, Gorban AN (August 2016). "Handling missing data in large healthcare dataset: A case study of unknown trauma outcomes". Computers in Biology and Medicine. 75: 203–16. arXiv:1604.00627. Bibcode:2016arXiv160400627M. doi:10.1016/j.compbiomed.2016.06.004. PMID 27318570. S2CID 5874067.
Murdoch TB, Detsky AS (April 2013). "The inevitable application of big data to health care". JAMA. 309 (13): 1351–2. doi:10.1001/jama.2013.393. PMID 23549579. S2CID 20462354.
Yanase & Triantaphyllou 2019. Yanase, J; Triantaphyllou, E (2019). "A Systematic Survey of Computer-Aided Diagnosis in Medicine: Past and Present Developments". Expert Systems with Applications. 138: 112821. doi:10.1016/j.eswa.2019.112821. S2CID 199019309.
Yanase J, Triantaphyllou E (2019b). "The Seven Key Challenges for the Future of Computer-Aided Diagnosis in Medicine". International Journal of Medical Informatics. 129: 413–22. doi:10.1016/j.ijmedinf.2019.06.017. PMID 31445285. S2CID 198287435.
Wedel, Michel; Kannan, PK (2016). "Marketing Analytics for Data-Rich Environments". Journal of Marketing. 80 (6): 97–121. doi:10.1509/jm.15.0413. S2CID 168410284.
Hill, Craig A.; Biemer, Paul P.; Buskirk, Trent D.; Japec, Lilli; Kirchner, Antje; Kolenikov, Stas; Lyberg, Lars E., eds. (13 October 2020). Big Data Meets Survey Science: A Collection of Innovative Methods (1 ed.). Wiley. doi:10.1002/9781118976357. ISBN 978-1-118-97632-6. S2CID 240797608.
Brumfiel, Geoff (19 January 2011). "High-energy physics: Down the petabyte highway". Nature. 469 (7330): 282–83. Bibcode:2011Natur.469..282B. doi:10.1038/469282a. PMID 21248814. S2CID 533166.
Philip Ball (26 April 2013). "Counting Google searches predicts market movements". Nature. doi:10.1038/nature.2013.12879. S2CID 167357427. Archived from the original on 27 September 2013. Retrieved 9 August 2013.
Philip Ball (26 April 2013). "Counting Google searches predicts market movements". Nature. doi:10.1038/nature.2013.12879. S2CID 167357427. Archived from the original on 27 September 2013. Retrieved 9 August 2013.
Alemany Oliver, Mathieu; Vayre, Jean-Sebastien (2015). "Big Data and the Future of Knowledge Production in Marketing Research: Ethics, Digital Traces, and Abductive Reasoning". Journal of Marketing Analytics. 3 (1): 5–13. doi:10.1057/jma.2015.1. S2CID 111360835.
Barocas, Solon; Nissenbaum, Helen; Lane, Julia; Stodden, Victoria; Bender, Stefan; Nissenbaum, Helen (June 2014). Big Data's End Run around Anonymity and Consent. Cambridge University Press. pp. 44–75. doi:10.1017/cbo9781107590205.004. ISBN 9781107067356. S2CID 152939392.
Katyal, Sonia K. (2019). "Artificial Intelligence, Advertising, and Disinformation". Advertising & Society Quarterly. 20 (4). doi:10.1353/asr.2019.0026. ISSN 2475-1790. S2CID 213397212. Archived from the original on 28 October 2020. Retrieved 18 November 2020.
Boyd, D.; Crawford, K. (2012). "Critical Questions for Big Data". Information, Communication & Society. 15 (5): 662–679. doi:10.1080/1369118X.2012.678878. hdl:10983/1320. S2CID 51843165.
Brayne, Sarah (29 August 2017). "Big Data Surveillance: The Case of Policing". American Sociological Review. 82 (5): 977–1008. doi:10.1177/0003122417725865. PMC 10846878. PMID 38322733. S2CID 3609838.

siliconangle.com

Pelt, Mason (26 October 2015). ""Big Data" is an over used buzzword and this Twitter bot proves it". Siliconangle. Archived from the original on 30 October 2015. Retrieved 4 November 2015.

springer.com

Fox, Charles (25 March 2018). Data Science for Transport. Springer Textbooks in Earth Sciences, Geography and Environment. Springer. ISBN 9783319729527. Archived from the original on 1 April 2018. Retrieved 31 March 2018.

springeropen.com

"Integrating Survey and Non-survey Data to Measure Behavior and Public Opinion". www.springeropen.com. Retrieved 19 October 2023.

ssrn.com

papers.ssrn.com

Mahdavi-Damghani, Babak (2019). Data-Driven Models & Mathematical Finance: Apposition or Opposition? (DPhil thesis). Oxford, England: University of Oxford. p. 21. SSRN 3521933.

staffs.ac.uk

eprints.staffs.ac.uk

Dedić, N.; Stanier, C. (2017). "Towards Differentiating Business Intelligence, Big Data, Data Analytics and Knowledge Discovery". Innovations in Enterprise Information Systems Management and Engineering. Lecture Notes in Business Information Processing. Vol. 285. Berlin; Heidelberg: Springer International Publishing. pp. 114–22. doi:10.1007/978-3-319-58801-8_10. ISBN 978-3-319-58800-1. ISSN 1865-1356. OCLC 909580101. Archived from the original on 27 November 2020. Retrieved 7 September 2019.

statista.com

statisticsviews.com

"Daniele Medri: Big Data & Business: An on-going revolution". Statistics Views. 21 October 2013. Archived from the original on 17 June 2015. Retrieved 21 June 2015.

techcrunch.com

Constine, Josh (27 June 2017). "Facebook now has 2 billion monthly users… and responsibility". TechCrunch. Archived from the original on 27 December 2020. Retrieved 3 September 2018.

technologyreview.com

Regalado, Antonio. "How 23andMe turned your DNA into a $1 billion drug discovery machine". MIT Technology Review. Archived from the original on 29 December 2016. Retrieved 29 December 2016.

theatlantic.com

Jonathan Rauch (1 April 2002). "Seeing Around Corners". The Atlantic. Archived from the original on 4 April 2017. Retrieved 5 March 2017.

theconversation.com

"Australia's bid for the Square Kilometre Array – an insider's perspective". The Conversation. 1 February 2012. Archived from the original on 12 October 2016. Retrieved 27 September 2016.

theglobeandmail.com

"These six great neuroscience ideas could make the leap from lab to market". The Globe and Mail. 20 November 2014. Archived from the original on 11 October 2016. Retrieved 1 October 2016.

theguardian.com

Graham M. (9 March 2012). "Big data and the end of theory?". The Guardian. London. Archived from the original on 24 July 2013. Retrieved 14 December 2016.

thenation.com

"Discipline and Punish: The Birth of China's Social-Credit System". The Nation. 23 January 2019. Archived from the original on 13 September 2019. Retrieved 8 August 2019.

theperspective.com

Bond-Graham, Darwin (2018). "The Perspective on Big Data" Archived 9 November 2020 at the Wayback Machine. The Perspective.

theverge.com

Potenza, Alessandra (13 July 2016). "23andMe wants researchers to use its kits, in a bid to expand its collection of genetic data". The Verge. Archived from the original on 29 December 2016. Retrieved 29 December 2016.

time.com

business.time.com

Christopher Matthews (26 April 2013). "Trouble With Your Investment Portfolio? Google It!". Time. Archived from the original on 21 August 2013. Retrieved 9 August 2013.

timesofisrael.com

"Israeli startup uses big data, minimal hardware to treat diabetes". The Times of Israel. Archived from the original on 1 March 2018. Retrieved 28 February 2018.

tobiaspreis.de

Tobias Preis (24 May 2012). "Supplementary Information: The Future Orientation Index is available for download" (PDF). Archived (PDF) from the original on 17 January 2013. Retrieved 24 May 2012.

top500.org

"November 2023 | TOP500". Archived from the original on 7 April 2024. Retrieved 20 April 2024.

tylervigen.com

"15 Insane Things That Correlate with Each Other". Archived from the original on 27 June 2019. Retrieved 27 June 2019.

ubconferences.org

Siwach, Gautam; Esmailpour, Amir (March 2014). Encrypted Search & Cluster Formation in Big Data (PDF). ASEE 2014 Zone I Conference. University of Bridgeport, Bridgeport, Connecticut, US. Archived from the original (PDF) on 9 August 2014. Retrieved 26 July 2014.

uccs.edu

academics.uccs.edu

Magoulas, Roger; Lorica, Ben (February 2009). "Introduction to Big Data". Release 2.0 (11). Sebastopol, CA: O'Reilly Media. Archived from the original on 2 November 2021. Retrieved 26 February 2021.

unglobalpulse.org

"White Paper: Big Data for Development: Opportunities & Challenges". Global Pulse. United Nations. 2012. Archived from the original on 1 June 2020. Retrieved 13 April 2016.

usenix.org

static.usenix.org

John R. Mashey (25 April 1998). "Big Data… and the Next Wave of InfraStress" (PDF). Slides from invited talk. Usenix. Archived (PDF) from the original on 12 October 2016. Retrieved 28 September 2016.

utoronto.ca

dsp.utoronto.ca

Lu, Haiping; Plataniotis, K.N.; Venetsanopoulos, A.N. (2011). "A Survey of Multilinear Subspace Learning for Tensor Data" (PDF). Pattern Recognition. 44 (7): 1540–1551. Bibcode:2011PatRe..44.1540L. doi:10.1016/j.patcog.2011.01.004. Archived (PDF) from the original on 10 July 2019. Retrieved 21 January 2013.

uvm.edu

Hilbert M, López P (April 2011). "The world's technological capacity to store, communicate, and compute information" (PDF). Science. 332 (6025): 60–5. Bibcode:2011Sci...332...60H. doi:10.1126/science.1200970. PMID 21310967. S2CID 206531385. Archived (PDF) from the original on 19 August 2019. Retrieved 11 May 2019.

venturebeat.com

"NY gets new boot camp for data scientists: It's free but harder to get into than Harvard". Venture Beat. Archived from the original on 15 February 2016. Retrieved 21 February 2016.

washingtonpost.com

"LexisNexis To Buy Seisint For $775 Million". The Washington Post. Archived from the original on 24 July 2008. Retrieved 15 July 2004.
"The Washington Post". The Washington Post. Archived from the original on 19 October 2016. Retrieved 24 August 2017.
Josh Rogin (2 August 2018). "Ethnic cleansing makes a comeback – in China". No. Washington Post. Archived from the original on 31 March 2019. Retrieved 4 August 2018. Add to that the unprecedented security and surveillance state in Xinjiang, which includes all-encompassing monitoring based on identity cards, checkpoints, facial recognition and the collection of DNA from millions of individuals. The authorities feed all this data into an artificial-intelligence machine that rates people's loyalty to the Communist Party in order to control every aspect of their lives.

web.archive.org

Hilbert, Martin; López, Priscila (2011). "The World's Technological Capacity to Store, Communicate, and Compute Information". Science. 332 (6025): 60–65. Bibcode:2011Sci...332...60H. doi:10.1126/science.1200970. PMID 21310967. S2CID 206531385. Archived from the original on 14 April 2016. Retrieved 13 April 2016.
"The 5 V's of big data". Watson Health Perspectives. 17 September 2016. Archived from the original on 18 January 2021. Retrieved 20 January 2021.
boyd, dana; Crawford, Kate (21 September 2011). "Six Provocations for Big Data". Social Science Research Network: A Decade in Internet Time: Symposium on the Dynamics of the Internet and Society. doi:10.2139/ssrn.1926431. S2CID 148610111. Archived from the original on 28 February 2020. Retrieved 12 July 2019.
"Data, data everywhere". The Economist. 25 February 2010. Archived from the original on 27 May 2018. Retrieved 9 December 2012.
Reichman OJ, Jones MB, Schildhauer MP (February 2011). "Challenges and opportunities of open data in ecology". Science. 331 (6018): 703–5. Bibcode:2011Sci...331..703R. doi:10.1126/science.1197962. PMID 21311007. S2CID 22686503. Archived from the original on 19 October 2020. Retrieved 12 July 2019.
Hellerstein, Joe (9 November 2008). "Parallel Programming in the Age of Big Data". Gigaom Blog. Archived from the original on 7 October 2012. Retrieved 21 April 2010.
Segaran, Toby; Hammerbacher, Jeff (2009). Beautiful Data: The Stories Behind Elegant Data Solutions. O'Reilly Media. p. 257. ISBN 978-0-596-15711-1. Archived from the original on 12 May 2016. Retrieved 31 December 2015.
Hilbert M, López P (April 2011). "The world's technological capacity to store, communicate, and compute information" (PDF). Science. 332 (6025): 60–5. Bibcode:2011Sci...332...60H. doi:10.1126/science.1200970. PMID 21310967. S2CID 206531385. Archived (PDF) from the original on 19 August 2019. Retrieved 11 May 2019.
"IBM What is big data? – Bringing big data to the enterprise". ibm.com. Archived from the original on 24 August 2013. Retrieved 26 August 2013.
Reinsel, David; Gantz, John; Rydning, John (13 April 2017). "Data Age 2025: The Evolution of Data to Life-Critical" (PDF). seagate.com. Framingham, MA, US: International Data Corporation. Archived (PDF) from the original on 8 December 2017. Retrieved 2 November 2017.
"Global Spending on Big Data and Analytics Solutions Will Reach $215.7 Billion in 2021, According to a New IDC Spending Guide". Archived from the original on 23 July 2022. Retrieved 31 July 2022.
Oracle and FSN, "Mastering Big Data: CFO Strategies to Transform Insight into Opportunity" Archived 4 August 2013 at the Wayback Machine, December 2012
Jacobs, A. (6 July 2009). "The Pathologies of Big Data". ACMQueue. Archived from the original on 8 December 2015. Retrieved 21 April 2010.
Magoulas, Roger; Lorica, Ben (February 2009). "Introduction to Big Data". Release 2.0 (11). Sebastopol, CA: O'Reilly Media. Archived from the original on 2 November 2021. Retrieved 26 February 2021.
John R. Mashey (25 April 1998). "Big Data… and the Next Wave of InfraStress" (PDF). Slides from invited talk. Usenix. Archived (PDF) from the original on 12 October 2016. Retrieved 28 September 2016.
Steve Lohr (1 February 2013). "The Origins of 'Big Data': An Etymological Detective Story". The New York Times. Archived from the original on 6 March 2016. Retrieved 28 September 2016.
Snijders, Matzat & Reips 2012. Snijders, C.; Matzat, U.; Reips, U.-D. (2012). "'Big Data': Big gaps of knowledge in the field of Internet". International Journal of Internet Science. 7: 1–5. Archived from the original on 23 November 2019. Retrieved 13 April 2013.
Dedić, N.; Stanier, C. (2017). "Towards Differentiating Business Intelligence, Big Data, Data Analytics and Knowledge Discovery". Innovations in Enterprise Information Systems Management and Engineering. Lecture Notes in Business Information Processing. Vol. 285. Berlin; Heidelberg: Springer International Publishing. pp. 114–22. doi:10.1007/978-3-319-58801-8_10. ISBN 978-3-319-58800-1. ISSN 1865-1356. OCLC 909580101. Archived from the original on 27 November 2020. Retrieved 7 September 2019.
Everts, Sarah (2016). "Information Overload". Distillations. Vol. 2, no. 2. pp. 26–33. Archived from the original on 3 April 2019. Retrieved 22 March 2018.
Grimes, Seth. "Big Data: Avoid 'Wanna V' Confusion". InformationWeek. Archived from the original on 23 December 2015. Retrieved 5 January 2016.
Fox, Charles (25 March 2018). Data Science for Transport. Springer Textbooks in Earth Sciences, Geography and Environment. Springer. ISBN 9783319729527. Archived from the original on 1 April 2018. Retrieved 31 March 2018.
"avec focalisation sur Big Data & Analytique" (PDF). Bigdataparis.com. Archived from the original (PDF) on 25 February 2021. Retrieved 8 October 2017.
"le Blog ANDSI » DSI Big Data". Andsi.fr. Archived from the original on 10 October 2017. Retrieved 8 October 2017.
Les Echos (3 April 2013). "Les Echos – Big Data car Low-Density Data ? La faible densité en information comme facteur discriminant – Archives". Lesechos.fr. Archived from the original on 30 April 2014. Retrieved 8 October 2017.
Big Data's Fourth V
"Measuring the Business Value of Big Data | IBM Big Data & Analytics Hub". www.ibmbigdatahub.com. Archived from the original on 28 January 2021. Retrieved 20 January 2021.
"LexisNexis To Buy Seisint For $775 Million". The Washington Post. Archived from the original on 24 July 2008. Retrieved 15 July 2004.
"The Washington Post". The Washington Post. Archived from the original on 19 October 2016. Retrieved 24 August 2017.
Bertolucci, Jeff "Hadoop: From Experiment To Leading Big Data Platform" Archived 23 November 2020 at the Wayback Machine, "Information Week", 2013. Retrieved on 14 November 2013.
Webster, John. "MapReduce: Simplified Data Processing on Large Clusters" Archived 14 December 2009 at the Wayback Machine, "Search Storage", 2004. Retrieved on 25 March 2013.
"Big Data Solution Offering". MIKE2.0. Archived from the original on 16 March 2013. Retrieved 8 December 2013.
"Big Data Definition". MIKE2.0. Archived from the original on 25 September 2018. Retrieved 9 March 2013.
"Solving Key Business Challenges With a Big Data Lake" (PDF). Hcltech.com. August 2014. Archived (PDF) from the original on 3 July 2017. Retrieved 8 October 2017.
"Method for testing the fault tolerance of MapReduce frameworks" (PDF). Computer Networks. 2015. Archived (PDF) from the original on 22 July 2016. Retrieved 13 April 2016.
Manyika, James; Chui, Michael; Bughin, Jaques; Brown, Brad; Dobbs, Richard; Roxburgh, Charles; Byers, Angela Hung (May 2011). "Big Data: The next frontier for innovation, competition, and productivity" (PDF). McKinsey Global Institute. Archived (PDF) from the original on 25 July 2021. Retrieved 22 May 2021.
"Future Directions in Tensor-Based Computation and Modeling" (PDF). May 2009. Archived (PDF) from the original on 17 April 2018. Retrieved 4 January 2013.
Lu, Haiping; Plataniotis, K.N.; Venetsanopoulos, A.N. (2011). "A Survey of Multilinear Subspace Learning for Tensor Data" (PDF). Pattern Recognition. 44 (7): 1540–1551. Bibcode:2011PatRe..44.1540L. doi:10.1016/j.patcog.2011.01.004. Archived (PDF) from the original on 10 July 2019. Retrieved 21 January 2013.
Monash, Curt (30 April 2009). "eBay's two enormous data warehouses". Archived from the original on 31 March 2019. Retrieved 11 November 2010.
Monash, Curt (6 October 2010). "eBay followup – Greenplum out, Teradata > 10 petabytes, Hadoop has some value, and more". Archived from the original on 31 March 2019. Retrieved 11 November 2010.
"Resources on how Topological Data Analysis is used to analyze big data". Ayasdi. Archived from the original on 3 March 2013. Retrieved 5 March 2013.
CNET News (1 April 2011). "Storage area networks need not apply". Archived from the original on 18 October 2013. Retrieved 17 April 2013.
Hilbert, Martin (2014). "What is the Content of the World's Technologically Mediated Information and Communication Capacity: How Much Text, Image, Audio, and Video?". The Information Society. 30 (2): 127–143. doi:10.1080/01972243.2013.873748. S2CID 45759014. Archived from the original on 24 June 2020. Retrieved 12 July 2019.
Rajpurohit, Anmol (11 July 2014). "Interview: Amy Gershkoff, Director of Customer Analytics & Insights, eBay on How to Design Custom In-House BI Tools". KDnuggets. Archived from the original on 14 July 2014. Retrieved 14 July 2014. Generally, I find that off-the-shelf business intelligence tools do not meet the needs of clients who want to derive custom insights from their data. Therefore, for medium-to-large organizations with access to strong technical talent, I usually recommend building custom, in-house solutions.
"The Government and big data: Use, problems and potential". Computerworld. 21 March 2012. Archived from the original on 15 September 2016. Retrieved 12 September 2016.
"White Paper: Big Data for Development: Opportunities & Challenges". Global Pulse. United Nations. 2012. Archived from the original on 1 June 2020. Retrieved 13 April 2016.
"Big Data, Big Impact: New Possibilities for International Development". World Economic Forum & Vital Wave Consulting. Archived from the original on 1 June 2020. Retrieved 24 August 2012.
Hilbert 2016. Hilbert, M (2016), "Big Data for Development: A Review of Promises and Challenges", Development Policy Review, 34 (1): 135–74, doi:10.1111/dpr.12142; free access, Archived 21 April 2021 at the Wayback Machine
"Elena Kvochko, Four Ways To talk About Big Data (Information Communication Technologies for Development Series)". worldbank.org. 4 December 2012. Archived from the original on 15 December 2012. Retrieved 30 May 2012.
"Daniele Medri: Big Data & Business: An on-going revolution". Statistics Views. 21 October 2013. Archived from the original on 17 June 2015. Retrieved 21 June 2015.
Tobias Knobloch and Julia Manske (11 January 2016). "Responsible use of data". D+C, Development and Cooperation. Archived from the original on 13 January 2017. Retrieved 11 January 2017.
Mann, S., & Hilbert, M. (2020). AI4D: Artificial Intelligence for Development. International Journal of Communication, 14(0), 21. https://www.martinhilbert.net/ai4d-artificial-intelligence-for-development/ Archived 22 April 2021 at the Wayback Machine
Blumenstock, J. E. (2016). Fighting poverty with data. Science, 353(6301), 753–754. https://doi.org/10.1126/science.aah5217 Archived 1 June 2022 at the Wayback Machine
Blumenstock, J., Cadamuro, G., & On, R. (2015). Predicting poverty and wealth from mobile phone metadata. Science, 350(6264), 1073–1076. https://doi.org/10.1126/science.aac4420 Archived 1 June 2022 at the Wayback Machine
Jean, N., Burke, M., Xie, M., Davis, W. M., Lobell, D. B., & Ermon, S. (2016). Combining satellite imagery and machine learning to predict poverty. Science, 353(6301), 790–794. https://doi.org/10.1126/science.aaf7894 Archived 1 June 2022 at the Wayback Machine
Hilbert, M., & Lu, K. (2020). The online job market trace in Latin America and the Caribbean (UN ECLAC LC/TS.2020/83; p. 79). United Nations Economic Commission for Latin America and the Caribbean. https://www.cepal.org/en/publications/45892-online-job-market-trace-latin-america-and-caribbean Archived 22 September 2020 at the Wayback Machine
UN ECLAC, (United Nations Economic Commission for Latin America and the Caribbean). (2020). Tracking the digital footprint in Latin America and the Caribbean: Lessons learned from using big data to assess the digital economy (Productive Development, Gender Affairs LC/TS.2020/12; Documentos de Proyecto). United Nations ECLAC. https://repositorio.cepal.org/handle/11362/45484 Archived 18 September 2020 at the Wayback Machine
Viceconti M, Hunter P, Hose R (July 2015). "Big data, big knowledge: big data for personalized healthcare" (PDF). IEEE Journal of Biomedical and Health Informatics. 19 (4): 1209–15. doi:10.1109/JBHI.2015.2406883. PMID 26218867. S2CID 14710821. Archived (PDF) from the original on 23 July 2018. Retrieved 21 September 2019.
Copeland, CS (July–August 2017). "Data Driving Discovery" (PDF). Healthcare Journal of New Orleans: 22–27. Archived (PDF) from the original on 5 December 2019. Retrieved 5 December 2019.
Clunie, D. (2013). "Breast tomosynthesis challenges digital imaging infrastructure". Science and Medicine Group. Archived from the original on 24 February 2021. Retrieved 28 November 2023.
"Degrees in Big Data: Fad or Fast Track to Career Success". Forbes. Archived from the original on 3 March 2016. Retrieved 21 February 2016.
"NY gets new boot camp for data scientists: It's free but harder to get into than Harvard". Venture Beat. Archived from the original on 15 February 2016. Retrieved 21 February 2016.
"Why Digital Advertising Agencies Suck at Acquisition and are in Dire Need of an AI Assisted Upgrade". Ishti.org. 15 April 2018. Archived from the original on 12 February 2019. Retrieved 15 April 2018.
"Big data and analytics: C4 and Genius Digital". Ibc.org. Archived from the original on 8 October 2017. Retrieved 8 October 2017.
Marshall Allen (17 July 2018). "Health Insurers Are Vacuuming Up Details About You – And It Could Raise Your Rates". www.propublica.org. Archived from the original on 21 July 2018. Retrieved 21 July 2018.
"QuiO Named Innovation Champion of the Accenture HealthTech Innovation Challenge". Businesswire.com. 10 January 2017. Archived from the original on 22 March 2017. Retrieved 8 October 2017.
"A Software Platform for Operational Technology Innovation" (PDF). Predix.com. Archived from the original (PDF) on 22 March 2017. Retrieved 8 October 2017.
Z. Jenipher Wang (March 2017). "Big Data Driven Smart Transportation: the Underlying Story of IoT Transformed Mobility". Archived from the original on 4 July 2018. Retrieved 4 July 2018.
"That Internet Of Things Thing". 22 June 2009. Archived from the original on 2 May 2013. Retrieved 29 December 2017.
Solnik, Ray. "The Time Has Come: Analytics Delivers for IT Operations". Data Center Journal. Archived from the original on 4 August 2016. Retrieved 21 June 2016.
Josh Rogin (2 August 2018). "Ethnic cleansing makes a comeback – in China". No. Washington Post. Archived from the original on 31 March 2019. Retrieved 4 August 2018. Add to that the unprecedented security and surveillance state in Xinjiang, which includes all-encompassing monitoring based on identity cards, checkpoints, facial recognition and the collection of DNA from millions of individuals. The authorities feed all this data into an artificial-intelligence machine that rates people's loyalty to the Communist Party in order to control every aspect of their lives.
"China: Big Data Fuels Crackdown in Minority Region: Predictive Policing Program Flags Individuals for Investigations, Detentions". hrw.org. Human Rights Watch. 26 February 2018. Archived from the original on 21 December 2019. Retrieved 4 August 2018.
"Discipline and Punish: The Birth of China's Social-Credit System". The Nation. 23 January 2019. Archived from the original on 13 September 2019. Retrieved 8 August 2019.
"China's behavior monitoring system bars some from travel, purchasing property". CBS News. 24 April 2018. Archived from the original on 13 August 2019. Retrieved 8 August 2019.
"The complicated truth about China's social credit system". WIRED. 21 January 2019. Archived from the original on 8 August 2019. Retrieved 8 August 2019.
"News: Live Mint". Are Indian companies making enough sense of Big Data?. Live Mint. 23 June 2014. Archived from the original on 29 November 2014. Retrieved 22 November 2014.
"Israeli startup uses big data, minimal hardware to treat diabetes". The Times of Israel. Archived from the original on 1 March 2018. Retrieved 28 February 2018.
"Recent advances delivered by Mobile Cloud Computing and Internet of Things for Big Data applications: a survey". International Journal of Network Management. 11 March 2016. Archived from the original on 1 June 2022. Retrieved 14 September 2016.
Kalil, Tom (29 March 2012). "Big Data is a Big Deal". whitehouse.gov. Archived from the original on 10 January 2017. Retrieved 26 September 2012 – via National Archives.
Executive Office of the President (March 2012). "Big Data Across the Federal Government" (PDF). Office of Science and Technology Policy. Archived (PDF) from the original on 21 January 2017. Retrieved 26 September 2012 – via National Archives.
Lampitt, Andrew (14 February 2013). "The real story of how big data analytics helped Obama win". InfoWorld. Archived from the original on 5 July 2014. Retrieved 31 May 2014.
"November 2023 | TOP500". Archived from the original on 7 April 2024. Retrieved 20 April 2024.
Hoover, J. Nicholas. "Government's 10 Most Powerful Supercomputers". Information Week. UBM. Archived from the original on 16 October 2013. Retrieved 26 September 2012.
Bamford, James (15 March 2012). "The NSA Is Building the Country's Biggest Spy Center (Watch What You Say)". Wired. Archived from the original on 4 April 2012. Retrieved 18 March 2013.
"Groundbreaking Ceremony Held for $1.2 Billion Utah Data Center". National Security Agency Central Security Service. Archived from the original on 5 September 2013. Retrieved 18 March 2013.
Hill, Kashmir. "Blueprints of NSA's Ridiculously Expensive Data Center in Utah Suggest It Holds Less Info Than Thought". Forbes. Archived from the original on 29 March 2018. Retrieved 31 October 2013.
Smith, Gerry; Hallman, Ben (12 June 2013). "NSA Spying Controversy Highlights Embrace of Big Data". Huffington Post. Archived from the original on 19 July 2017. Retrieved 7 May 2018.
Wingfield, Nick (12 March 2013). "Predicting Commutes More Accurately for Would-Be Home Buyers". The New York Times. Archived from the original on 29 May 2013. Retrieved 21 July 2013.
"FICO® Falcon® Fraud Manager". Fico.com. Archived from the original on 11 November 2012. Retrieved 21 July 2013.
Alexandru, Dan. "Prof" (PDF). cds.cern.ch. CERN. Archived (PDF) from the original on 15 July 2017. Retrieved 24 March 2015.
"LHC Brochure, English version. A presentation of the largest and the most powerful particle accelerator in the world, the Large Hadron Collider (LHC), which started up in 2008. Its role, characteristics, technologies, etc. are explained for the general public". CERN-Brochure-2010-006-Eng. LHC Brochure, English version. CERN. Archived from the original on 19 March 2019. Retrieved 20 January 2013.
"LHC Guide, English version. A collection of facts and figures about the Large Hadron Collider (LHC) in the form of questions and answers". CERN-Brochure-2008-001-Eng. LHC Guide, English version. CERN. Archived from the original on 7 April 2020. Retrieved 20 January 2013.
"IBM Research – Zurich" (PDF). Zurich.ibm.com. Archived from the original on 1 June 2022. Retrieved 8 October 2017.
"Future telescope array drives development of Exabyte processing". Ars Technica. 2 April 2012. Archived from the original on 31 March 2019. Retrieved 15 April 2015.
"Australia's bid for the Square Kilometre Array – an insider's perspective". The Conversation. 1 February 2012. Archived from the original on 12 October 2016. Retrieved 27 September 2016.
"Delort P., OECD ICCP Technology Foresight Forum, 2012" (PDF). Oecd.org. Archived (PDF) from the original on 19 June 2017. Retrieved 8 October 2017.
"NASA – NASA Goddard Introduces the NASA Center for Climate Simulation". Nasa.gov. Archived from the original on 3 April 2016. Retrieved 13 April 2016.
Webster, Phil. "Supercomputing the Climate: NASA's Big Data Mission". CSC World. Computer Sciences Corporation. Archived from the original on 4 January 2013. Retrieved 18 January 2013.
"These six great neuroscience ideas could make the leap from lab to market". The Globe and Mail. 20 November 2014. Archived from the original on 11 October 2016. Retrieved 1 October 2016.
"DNAstack tackles massive, complex DNA datasets with Google Genomics". Google Cloud Platform. Archived from the original on 24 September 2016. Retrieved 1 October 2016.
"23andMe – Ancestry". 23andme.com. Archived from the original on 18 December 2016. Retrieved 29 December 2016.
Potenza, Alessandra (13 July 2016). "23andMe wants researchers to use its kits, in a bid to expand its collection of genetic data". The Verge. Archived from the original on 29 December 2016. Retrieved 29 December 2016.
"This Startup Will Sequence Your DNA, So You Can Contribute To Medical Research". Fast Company. 23 December 2016. Archived from the original on 29 December 2016. Retrieved 29 December 2016.
Seife, Charles. "23andMe Is Terrifying, but Not for the Reasons the FDA Thinks". Scientific American. Archived from the original on 29 December 2016. Retrieved 29 December 2016.
Zaleski, Andrew (22 June 2016). "This biotech start-up is betting your genes will yield the next wonder drug". CNBC. Archived from the original on 29 December 2016. Retrieved 29 December 2016.
Regalado, Antonio. "How 23andMe turned your DNA into a $1 billion drug discovery machine". MIT Technology Review. Archived from the original on 29 December 2016. Retrieved 29 December 2016.
"23andMe reports jump in requests for data in wake of Pfizer depression study | FierceBiotech". fiercebiotech.com. 22 August 2016. Archived from the original on 29 December 2016. Retrieved 29 December 2016.
Admire Moyo (23 October 2015). "Data scientists predict Springbok defeat". itweb.co.za. Archived from the original on 22 December 2015. Retrieved 12 December 2015.
Regina Pazvakavambwa (17 November 2015). "Predictive analytics, big data transform sports". itweb.co.za. Archived from the original on 22 December 2015. Retrieved 12 December 2015.
Dave Ryan (13 November 2015). "Sports: Where Big Data Finally Makes Sense". huffingtonpost.com. Archived from the original on 22 December 2015. Retrieved 12 December 2015.
Frank Bi. "How Formula One Teams Are Using Big Data To Get The Inside Edge". Forbes. Archived from the original on 20 December 2015. Retrieved 12 December 2015.
Tay, Liz. "Inside eBay's 90PB data warehouse". ITNews. Archived from the original on 15 February 2016. Retrieved 12 February 2016.
Layton, Julia (25 January 2006). "Amazon Technology". Money.howstuffworks.com. Archived from the original on 28 February 2013. Retrieved 5 March 2013.
"Scaling Facebook to 500 Million Users and Beyond". Facebook.com. Archived from the original on 5 July 2013. Retrieved 21 July 2013.
Constine, Josh (27 June 2017). "Facebook now has 2 billion monthly users… and responsibility". TechCrunch. Archived from the original on 27 December 2020. Retrieved 3 September 2018.
"Google Still Doing at Least 1 Trillion Searches Per Year". Search Engine Land. 16 January 2015. Archived from the original on 15 April 2015. Retrieved 15 April 2015.
Manancourt, Vincent (10 March 2020). "Coronavirus tests Europe's resolve on privacy". Politico. Archived from the original on 20 March 2020. Retrieved 30 October 2020.
Choudhury, Amit Roy (27 March 2020). "Gov in the Time of Corona". Gov Insider. Archived from the original on 20 March 2020. Retrieved 30 October 2020.
Cellan-Jones, Rory (11 February 2020). "China launches coronavirus 'close contact detector' app". BBC. Archived from the original on 28 February 2020. Retrieved 30 October 2020.
Siwach, Gautam; Esmailpour, Amir (March 2014). Encrypted Search & Cluster Formation in Big Data (PDF). ASEE 2014 Zone I Conference. University of Bridgeport, Bridgeport, Connecticut, US. Archived from the original (PDF) on 9 August 2014. Retrieved 26 July 2014.
"Obama Administration Unveils "Big Data" Initiative:Announces $200 Million in New R&D Investments" (PDF). Office of Science and Technology Policy. Archived (PDF) from the original on 21 January 2017 – via National Archives.
"AMPLab at the University of California, Berkeley". Amplab.cs.berkeley.edu. Archived from the original on 6 May 2011. Retrieved 5 March 2013.
"NSF Leads Federal Efforts in Big Data". National Science Foundation (NSF). 29 March 2012. Archived from the original on 31 March 2019. Retrieved 6 April 2018.
Timothy Hunter; Teodor Moldovan; Matei Zaharia; Justin Ma; Michael Franklin; Pieter Abbeel; Alexandre Bayen (October 2011). Scaling the Mobile Millennium System in the Cloud. Archived from the original on 31 March 2019. Retrieved 2 November 2012.
David Patterson (5 December 2011). "Computer Scientists May Have What It Takes to Help Cure Cancer". The New York Times. Archived from the original on 30 January 2017. Retrieved 26 February 2017.
"Secretary Chu Announces New Institute to Help Scientists Improve Massive Data Set Research on DOE Supercomputers". energy.gov. Archived from the original on 3 April 2019. Retrieved 2 November 2012.
Young, Shannon (30 May 2012). "Mass. governor, MIT announce big data initiative". Boston.com. Archived from the original on 29 July 2021. Retrieved 29 July 2021.
"Big Data @ CSAIL". Bigdata.csail.mit.edu. 22 February 2013. Archived from the original on 30 March 2013. Retrieved 5 March 2013.
"Big Data Public Private Forum". cordis.europa.eu. 1 September 2012. Archived from the original on 9 March 2021. Retrieved 16 March 2020.
"Alan Turing Institute to be set up to research big data". BBC News. 19 March 2014. Archived from the original on 18 August 2021. Retrieved 19 March 2014.
"Inspiration day at University of Waterloo, Stratford Campus". betakit.com/. Archived from the original on 26 February 2014. Retrieved 28 February 2014.
Reips, Ulf-Dietrich; Matzat, Uwe (2014). "Mining "Big Data" using Big Data Services". International Journal of Internet Science. 1 (1): 1–8. Archived from the original on 14 August 2014. Retrieved 14 August 2014.
Marks, Paul (5 April 2012). "Online searches for future linked to economic success". New Scientist. Archived from the original on 8 April 2012. Retrieved 9 April 2012.
Johnston, Casey (6 April 2012). "Google Trends reveals clues about the mentality of richer nations". Ars Technica. Archived from the original on 7 April 2012. Retrieved 9 April 2012.
Tobias Preis (24 May 2012). "Supplementary Information: The Future Orientation Index is available for download" (PDF). Archived (PDF) from the original on 17 January 2013. Retrieved 24 May 2012.
Philip Ball (26 April 2013). "Counting Google searches predicts market movements". Nature. doi:10.1038/nature.2013.12879. S2CID 167357427. Archived from the original on 27 September 2013. Retrieved 9 August 2013.
Nick Bilton (26 April 2013). "Google Search Terms Can Predict Stock Market, Study Finds". The New York Times. Archived from the original on 2 June 2013. Retrieved 9 August 2013.
Christopher Matthews (26 April 2013). "Trouble With Your Investment Portfolio? Google It!". Time. Archived from the original on 21 August 2013. Retrieved 9 August 2013.
Philip Ball (26 April 2013). "Counting Google searches predicts market movements". Nature. doi:10.1038/nature.2013.12879. S2CID 167357427. Archived from the original on 27 September 2013. Retrieved 9 August 2013.
Bernhard Warner (25 April 2013). "'Big Data' Researchers Turn to Google to Beat the Markets". Bloomberg Businessweek. Archived from the original on 23 July 2013. Retrieved 9 August 2013.
Hamish McRae (28 April 2013). "Hamish McRae: Need a valuable handle on investor sentiment? Google it". The Independent. London. Archived from the original on 25 July 2018. Retrieved 9 August 2013.
Richard Waters (25 April 2013). "Google search proves to be new word in stock market prediction". Financial Times. Archived from the original on 1 June 2022. Retrieved 9 August 2013.
Jason Palmer (25 April 2013). "Google searches predict market moves". BBC. Archived from the original on 5 June 2013. Retrieved 9 August 2013.
Chris Anderson (23 June 2008). "The End of Theory: The Data Deluge Makes the Scientific Method Obsolete". Wired. Archived from the original on 27 March 2014. Retrieved 5 March 2017.
Graham M. (9 March 2012). "Big data and the end of theory?". The Guardian. London. Archived from the original on 24 July 2013. Retrieved 14 December 2016.
Shah, Shvetank; Horne, Andrew; Capellá, Jaime (April 2012). "Good Data Won't Guarantee Good Decisions". Harvard Business Review. Archived from the original on 11 September 2012. Retrieved 8 September 2012.
Big Data requires Big Visions for Big Change. Archived 2 December 2016 at the Wayback Machine, Hilbert, M. (2014). London: TEDx UCL, x=independently organized TED talks
Jonathan Rauch (1 April 2002). "Seeing Around Corners". The Atlantic. Archived from the original on 4 April 2017. Retrieved 5 March 2017.
"Delort P., Big data in Biosciences, Big Data Paris, 2012" (PDF). Bigdata Paris. Archived from the original (PDF) on 30 July 2016. Retrieved 8 October 2017.
"Next-generation genomics: an integrative approach" (PDF). nature. July 2010. Archived (PDF) from the original on 13 August 2017. Retrieved 18 October 2016.
"Big Data in Biosciences". October 2015. Archived from the original on 1 June 2022. Retrieved 18 October 2016.
"Big data: are we making a big mistake?". Financial Times. 28 March 2014. Archived from the original on 30 June 2016. Retrieved 20 October 2016.
Ohm, Paul (23 August 2012). "Don't Build a Database of Ruin". Harvard Business Review. Archived from the original on 30 August 2012. Retrieved 29 August 2012.
Bond-Graham, Darwin (2018). "The Perspective on Big Data" Archived 9 November 2020 at the Wayback Machine. The Perspective.
Lugmayr, A.; Stockleben, B; Scheib, C.; Mailaparampil, M.; Mesia, N.; Ranta, H.; Lab, E. (1 June 2016). "A Comprehensive Survey On Big-Data Research and Its Implications – What is Really 'New' in Big Data? – It's Cognitive Big Data!". Archived from the original on 1 June 2022. Retrieved 27 November 2023.
Danah Boyd (29 April 2010). "Privacy and Publicity in the Context of Big Data". WWW 2010 conference. Archived from the original on 22 October 2018. Retrieved 18 April 2011.
Katyal, Sonia K. (2019). "Artificial Intelligence, Advertising, and Disinformation". Advertising & Society Quarterly. 20 (4). doi:10.1353/asr.2019.0026. ISSN 2475-1790. S2CID 213397212. Archived from the original on 28 October 2020. Retrieved 18 November 2020.
Jones, MB; Schildhauer, MP; Reichman, OJ; Bowers, S (2006). "The New Bioinformatics: Integrating Ecological Data from the Gene to the Biosphere" (PDF). Annual Review of Ecology, Evolution, and Systematics. 37 (1): 519–544. doi:10.1146/annurev.ecolsys.37.091305.110031. Archived (PDF) from the original on 8 July 2019. Retrieved 19 September 2012.
Failure to Launch: From Big Data to Big Decisions Archived 6 December 2016 at the Wayback Machine, Forte Wares.
"15 Insane Things That Correlate with Each Other". Archived from the original on 27 June 2019. Retrieved 27 June 2019.
"Random structures & algorithms". Archived from the original on 27 June 2019. Retrieved 27 June 2019.
Anja Lambrecht and Catherine Tucker (2016) "The 4 Mistakes Most Managers Make with Analytics," Harvard Business Review, July 12. https://hbr.org/2016/07/the-4-mistakes-most-managers-make-with-analytics Archived 26 January 2022 at the Wayback Machine
Gregory Piatetsky (12 August 2014). "Interview: Michael Berthold, KNIME Founder, on Research, Creativity, Big Data, and Privacy, Part 2". KDnuggets. Archived from the original on 13 August 2014. Retrieved 13 August 2014.
Pelt, Mason (26 October 2015). ""Big Data" is an over used buzzword and this Twitter bot proves it". Siliconangle. Archived from the original on 30 October 2015. Retrieved 4 November 2015.
Harford, Tim (28 March 2014). "Big data: are we making a big mistake?". Financial Times. Archived from the original on 7 April 2014. Retrieved 7 April 2014.
Lohr, Steve; Singer, Natasha (10 November 2016). "How Data Failed Us in Calling an Election". The New York Times. ISSN 0362-4331. Archived from the original on 25 November 2016. Retrieved 27 November 2016.
"How data-driven policing threatens human freedom". The Economist. 4 June 2018. ISSN 0013-0613. Archived from the original on 27 October 2019. Retrieved 27 October 2019.

weforum.org

"Big Data, Big Impact: New Possibilities for International Development". World Economic Forum & Vital Wave Consulting. Archived from the original on 1 June 2020. Retrieved 24 August 2012.

whiterose.ac.uk

eprints.whiterose.ac.uk

Viceconti M, Hunter P, Hose R (July 2015). "Big data, big knowledge: big data for personalized healthcare" (PDF). IEEE Journal of Biomedical and Health Informatics. 19 (4): 1209–15. doi:10.1109/JBHI.2015.2406883. PMID 26218867. S2CID 14710821. Archived (PDF) from the original on 23 July 2018. Retrieved 21 September 2019.

wikidata.org

Chris Kimble; Giannis Milolidakis (7 October 2015). "Big Data and Business Intelligence: Debunking the Myths". Global Business and Organizational Excellence. 35 (1): 23–34. arXiv:1511.03085. doi:10.1002/JOE.21642. ISSN 1932-2054. Wikidata Q56532925.

wiley.com

onlinelibrary.wiley.com

Cappa, Francesco; Oriani, Raffaele; Peruffo, Enzo; McCarthy, Ian (2021). "Big Data for Creating and Capturing Value in the Digitalized Environment: Unpacking the Effects of Volume, Variety, and Veracity on Firm Performance". Journal of Product Innovation Management. 38 (1): 49–67. doi:10.1111/jpim.12545. ISSN 0737-6782. S2CID 225209179.
Hill, Craig A.; Biemer, Paul P.; Buskirk, Trent D.; Japec, Lilli; Kirchner, Antje; Kolenikov, Stas; Lyberg, Lars E., eds. (13 October 2020). Big Data Meets Survey Science: A Collection of Innovative Methods (1 ed.). Wiley. doi:10.1002/9781118976357. ISBN 978-1-118-97632-6. S2CID 240797608.
"Random structures & algorithms". Archived from the original on 27 June 2019. Retrieved 27 June 2019.

rss.onlinelibrary.wiley.com

"Special issue: Big data meets survey science". Journal of the Royal Statistical Society, Series A. 185 (S2): S165–S166.

wiomax.com

Z. Jenipher Wang (March 2017). "Big Data Driven Smart Transportation: the Underlying Story of IoT Transformed Mobility". Archived from the original on 4 July 2018. Retrieved 4 July 2018.

wired.co.uk

"The complicated truth about China's social credit system". WIRED. 21 January 2019. Archived from the original on 8 August 2019. Retrieved 8 August 2019.

wired.com

Bamford, James (15 March 2012). "The NSA Is Building the Country's Biggest Spy Center (Watch What You Say)". Wired. Archived from the original on 4 April 2012. Retrieved 18 March 2013.
Chris Anderson (23 June 2008). "The End of Theory: The Data Deluge Makes the Scientific Method Obsolete". Wired. Archived from the original on 27 March 2014. Retrieved 5 March 2017.

worldbank.org

blogs.worldbank.org

"Elena Kvochko, Four Ways To talk About Big Data (Information Communication Technologies for Development Series)". worldbank.org. 4 December 2012. Archived from the original on 15 December 2012. Retrieved 30 May 2012.

worldcat.org

search.worldcat.org

Breur, Tom (July 2016). "Statistical Power Analysis and the contemporary "crisis" in social sciences". Journal of Marketing Analytics. 4 (2–3). London, England: Palgrave Macmillan: 61–65. doi:10.1057/s41270-016-0001-3. ISSN 2050-3318.
McAfee, Andrew; Brynjolfsson, Erik (1 October 2012). "Big data: the management revolution". Harvard Business Review. 90 (10): 60–66, 68, 128. ISSN 0017-8012. PMID 23074865.
Cappa, Francesco; Oriani, Raffaele; Peruffo, Enzo; McCarthy, Ian (2021). "Big Data for Creating and Capturing Value in the Digitalized Environment: Unpacking the Effects of Volume, Variety, and Veracity on Firm Performance". Journal of Product Innovation Management. 38 (1): 49–67. doi:10.1111/jpim.12545. ISSN 0737-6782. S2CID 225209179.
Dedić, N.; Stanier, C. (2017). "Towards Differentiating Business Intelligence, Big Data, Data Analytics and Knowledge Discovery". Innovations in Enterprise Information Systems Management and Engineering. Lecture Notes in Business Information Processing. Vol. 285. Berlin; Heidelberg: Springer International Publishing. pp. 114–22. doi:10.1007/978-3-319-58801-8_10. ISBN 978-3-319-58800-1. ISSN 1865-1356. OCLC 909580101. Archived from the original on 27 November 2020. Retrieved 7 September 2019.
Kitchin, Rob; McArdle, Gavin (5 January 2016). "What makes Big Data, Big Data? Exploring the ontological characteristics of 26 datasets". Big Data & Society. 3 (1): 205395171663113. doi:10.1177/2053951716631130. ISSN 2053-9517.
L'Heureux, A.; Grolinger, K.; Elyamany, H. F.; Capretz, M. A. M. (2017). "Machine Learning With Big Data: Challenges and Approaches". IEEE Access. 5: 7776–7797. Bibcode:2017IEEEA...5.7776L. doi:10.1109/ACCESS.2017.2696365. ISSN 2169-3536.
Banerjee, Amitav; Chaudhury, Suprakash (2010). "Statistics without tears: Populations and samples". Industrial Psychiatry Journal. 19 (1): 60–65. doi:10.4103/0972-6748.77642. ISSN 0972-6748. PMC 3105563. PMID 21694795.
Aldridge, Irene (2016). Real-Time Risk : What Investors Should Know about FinTech, High-Frequency Trading, and Flash Crashes. Steven Krawciw. Somerset: John Wiley & Sons, Incorporated. ISBN 978-1-119-31906-1. OCLC 972292212.
Aldridge, Irene (2021). Big data science in finance. Marco Avellaneda. Hoboken, New Jersey: Wiley. ISBN 978-1-119-60297-2. OCLC 1184122216.
Hasan, Md. Morshadul; Popp, József; Oláh, Judit (12 March 2020). "Current landscape and influence of big data on finance". Journal of Big Data. 7 (1): 21. doi:10.1186/s40537-020-00291-z. ISSN 2196-1115.
Sejdic, Ervin; Falk, Tiago H. (4 July 2018). Signal Processing and Machine Learning for Biomedical Big Data. Sejdić, Ervin, Falk, Tiago H. [Place of publication not identified]. ISBN 9781351061216. OCLC 1044733829.{{cite book}}: CS1 maint: location missing publisher (link)
Ghasemaghaei, Maryam; Calic, Goran (January 2020). "Assessing the impact of big data on firm innovation performance: Big data is not always better data". Journal of Business Research. 108: 147–162. doi:10.1016/j.jbusres.2019.09.062. ISSN 0148-2963.
Chris Kimble; Giannis Milolidakis (7 October 2015). "Big Data and Business Intelligence: Debunking the Myths". Global Business and Organizational Excellence. 35 (1): 23–34. arXiv:1511.03085. doi:10.1002/JOE.21642. ISSN 1932-2054. Wikidata Q56532925.
Katyal, Sonia K. (2019). "Artificial Intelligence, Advertising, and Disinformation". Advertising & Society Quarterly. 20 (4). doi:10.1353/asr.2019.0026. ISSN 2475-1790. S2CID 213397212. Archived from the original on 28 October 2020. Retrieved 18 November 2020.
Lohr, Steve; Singer, Natasha (10 November 2016). "How Data Failed Us in Calling an Election". The New York Times. ISSN 0362-4331. Archived from the original on 25 November 2016. Retrieved 27 November 2016.
"How data-driven policing threatens human freedom". The Economist. 4 June 2018. ISSN 0013-0613. Archived from the original on 27 October 2019. Retrieved 27 October 2019.

worldcat.org

Aldridge, Irene (2016). Real-Time Risk : What Investors Should Know about FinTech, High-Frequency Trading, and Flash Crashes. Steven Krawciw. Somerset: John Wiley & Sons, Incorporated. ISBN 978-1-119-31906-1. OCLC 972292212.
Aldridge, Irene (2021). Big data science in finance. Marco Avellaneda. Hoboken, New Jersey: Wiley. ISBN 978-1-119-60297-2. OCLC 1184122216.
McFarland, Daniel A; McFarland, H Richard (2015-12-01). "Big Data and the danger of being precisely inaccurate". Big Data & Society. 2(2): 205395171560249. doi:10.1177/2053951715602495. ISSN 2053-9517.
Sivarajah, Uthayasankar; Kamal, Muhammad Mustafa; Irani, Zahir; Weerakkody, Vishanth (2017-01-01). "Critical analysis of Big Data challenges and analytical methods". Journal of Business Research. 70: 263–286. doi:10.1016/j.jbusres.2016.08.001. ISSN 0148-2963.
Grybauskas, Andrius; Pilinkienė, Vaida; Stundžienė, Alina (2021-08-03). "Predictive analytics using Big Data for the real estate market during the COVID-19 pandemic". Journal of Big Data. 8(1): 105. doi:10.1186/s40537-021-00476-0. ISSN 2196-1115. PMC 8329615. PMID 34367876.

youtube.com

Big Data requires Big Visions for Big Change. Archived 2 December 2016 at the Wayback Machine, Hilbert, M. (2014). London: TEDx UCL, x=independently organized TED talks