Sentiment analysis (English Wikipedia)

Riloff, Ellen; Jones, Rosie (July 1999). "Learning dictionaries for information extraction by multi-level bootstrapping" (PDF). AAAI '99/IAAI '99: Proceedings of the Sixteenth National Conference on Artificial Intelligence and the Eleventh Innovative Applications of Artificial Intelligence Conference Innovative Applications of Artificial Intelligence: 474–479.
Tumasjan, Andranik; O.Sprenger, Timm; G.Sandner, Philipp; M.Welpe, Isabell (2010). "Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment" Archived December 12, 2020, at the Wayback Machine. "Proceedings of the Fourth International AAAI Conference on Weblogs and Social Media"

aclanthology.org (Global: low place; English: 8,900^th place)

Hamborg, Felix; Donnay, Karsten (2021). "NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles". In Merlo, Paola; Tiedemann, Jorg; Tsarfaty, Reut (eds.). Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume. Association for Computational Linguistics. pp. 1663–1675. doi:10.18653/v1/2021.eacl-main.142.
Muhammad, Shamsuddeen Hassan; Ousidhoum, Nedjma; Abdulmumin, Idris; Wahle, Jan Philip; Ruas, Terry (2025). Che, Wanxiang; Nabende, Joyce; Shutova, Ekaterina; Pilehvar, Mohammad Taher (eds.). BRIGHTER: BRIidging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 8895–8916, Vienna, Austria. Association for Computational Linguistics. Vienna, Austria: Association for Computational Linguistics. pp. 8895–8916. doi:10.18653/v1/2025.acl-long.436. ISBN 979-8-89176-251-0.
Sharma, Raksha; Somani; Kumar; Bhattacharyya (2017). "Sentiment Intensity Ranking among Adjectives Using Sentiment Bearing Word Embeddings" (PDF). Association for Computational Linguistics: 547–552.

acm.org (Global: 1,200^th place; English: 821^st place)

portal.acm.org

Dey, Lipika; Haque, S. K. Mirajul (2008). "Opinion Mining from Noisy Text Data". Proceedings of the second workshop on Analytics for noisy unstructured text data, p.83-90.
Akcora, Cuneyt Gurcan; Bayir, Murat Ali; Demirbas, Murat; Ferhatosmanoglu, Hakan (2010). "Identifying breakpoints in public opinion". SigKDD, Proceedings of the First Workshop on Social Media Analytics.

dl.acm.org

Taboada, Maite; Brooke, Julian (2011). "Lexicon-based methods for sentiment analysis". Computational Linguistics. 37 (2): 272–274. doi:10.1162/coli_a_00049. S2CID 3181362.

adsabs.harvard.edu (Global: 14^th place; English: 9^th place)

ui.adsabs.harvard.edu

Augustyniak, Łukasz; Szymański, Piotr; Kajdanowicz, Tomasz; Tuligłowicz, Włodzimierz (December 25, 2015). "Comprehensive Study on Lexicon-based Ensemble Classification Sentiment Analysis". Entropy. 18 (1): 4. Bibcode:2015Entrp..18....4A. doi:10.3390/e18010004.
Thelwall, Mike; Buckley, Kevan; Paltoglou, Georgios; Cai, Di; Kappas, Arvid (2010). "Sentiment strength detection in short informal text". Journal of the American Society for Information Science and Technology. 61 (12): 2544–2558. Bibcode:2010JASIS..61.2544T. doi:10.1002/asi.21416. Archived from the original on February 1, 2021. Retrieved June 20, 2011.
Wiebe, Janyce; Riloff, Ellen (July 2011). "Finding Mutual Benefit between Subjectivity Analysis and Information Extraction". IEEE Transactions on Affective Computing. 2 (4): 175–191. Bibcode:2011ITAfC...2..175W. doi:10.1109/T-AFFC.2011.19. ISSN 1949-3045. S2CID 16820846.
Cambria, E; Schuller, B; Xia, Y; Havasi, C (2013). "New avenues in opinion mining and sentiment analysis". IEEE Intelligent Systems. 28 (2): 15–21. Bibcode:2013IISys..28b..15C. doi:10.1109/MIS.2013.30. S2CID 12104996.
Mozetič, Igor; Grčar, Miha; Smailović, Jasmina (May 5, 2016). "Multilingual Twitter Sentiment Classification: The Role of Human Annotators". PLOS ONE. 11 (5) e0155036. arXiv:1602.07563. Bibcode:2016PLoSO..1155036M. doi:10.1371/journal.pone.0155036. ISSN 1932-6203. PMC 4858191. PMID 27149621.
Wood, Ian B.; Varela, Pedro L.; Bollen, Johan; Rocha, Luis M.; Gonçalves-Sá, Joana (2017). "Human Sexual Cycles are Driven by Culture and Match Collective Moods". Scientific Reports. 7 (1): 17973. arXiv:1707.03959. Bibcode:2017NatSR...717973W. doi:10.1038/s41598-017-18262-5. PMC 5740080. PMID 29269945.

arxiv.org (Global: 49^th place; English: 31^st place)

Turney, Peter (2002). "Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews". Proceedings of the Association for Computational Linguistics. pp. 417–424. arXiv:cs.LG/0212032.
Titov, Ivan; McDonald, Ryan (January 1, 2008). "Modeling online reviews with multi-grain topic models". Proceedings of the 17th international conference on World Wide Web. WWW '08. New York, NY, USA: ACM. pp. 111–120. arXiv:0801.1063. doi:10.1145/1367497.1367513. ISBN 978-1-60558-085-2. S2CID 13609860.
Mozetič, Igor; Grčar, Miha; Smailović, Jasmina (May 5, 2016). "Multilingual Twitter Sentiment Classification: The Role of Human Annotators". PLOS ONE. 11 (5) e0155036. arXiv:1602.07563. Bibcode:2016PLoSO..1155036M. doi:10.1371/journal.pone.0155036. ISSN 1932-6203. PMC 4858191. PMID 27149621.
Wood, Ian B.; Varela, Pedro L.; Bollen, Johan; Rocha, Luis M.; Gonçalves-Sá, Joana (2017). "Human Sexual Cycles are Driven by Culture and Match Collective Moods". Scientific Reports. 7 (1): 17973. arXiv:1707.03959. Bibcode:2017NatSR...717973W. doi:10.1038/s41598-017-18262-5. PMC 5740080. PMID 29269945.

cornell.edu (Global: 308^th place; English: 253^rd place)

cs.cornell.edu

Pang, Bo; Lee, Lillian; Vaithyanathan, Shivakumar (2002). "Thumbs up? Sentiment Classification using Machine Learning Techniques". Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). pp. 79–86.
Pang, Bo; Lee, Lillian (2005). "Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales". Proceedings of the Association for Computational Linguistics (ACL). pp. 115–124.
Pang, Bo; Lee, Lillian (2008). "4.1.2 Subjectivity Detection and Opinion Identification". Opinion Mining and Sentiment Analysis. Now Publishers Inc.
Pang, Bo; Lee, Lillian (2004). "A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts". Proceedings of the Association for Computational Linguistics (ACL). pp. 271–278.

datumbox.com (Global: low place; English: low place)

blog.datumbox.com

Vryniotis, Vasilis (2013). The importance of Neutral Class in Sentiment Analysis.

dcu.ie (Global: low place; English: low place)

doras.dcu.ie

Bermingham, Adam; Smeaton, Alan F. (2010). "Classifying sentiment in microblogs". Proceedings of the 19th ACM international conference on Information and knowledge management (PDF). pp. 1833–1836. doi:10.1145/1871437.1871741. ISBN 978-1-4503-0099-5. S2CID 2084603.

diva-portal.org (Global: 2,734^th place; English: 2,594^th place)

Karlgren, Jussi. "Affect, appeal, and sentiment as factors influencing interaction with multimedia information." In Proceedings of Theseus/ImageCLEF workshop on visual information retrieval evaluation, pp. 8-11. 2009.

doi.org (Global: 2^nd place; English: 2^nd place)

Hamborg, Felix; Donnay, Karsten (2021). "NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles". In Merlo, Paola; Tiedemann, Jorg; Tsarfaty, Reut (eds.). Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume. Association for Computational Linguistics. pp. 1663–1675. doi:10.18653/v1/2021.eacl-main.142.
Ho, Vong Anh; Nguyen, Duong Huynh-Cong; Nguyen, Danh Hoang; Pham, Linh Thi-Van; Nguyen, Duc-Vu; Nguyen, Kiet Van; Nguyen, Ngan Luu-Thuy (2020), "Emotion Recognition for Vietnamese Social Media Text", Communications in Computer and Information Science, Singapore: Springer Singapore, pp. 319–333, ISBN 978-981-15-6167-2, retrieved August 24, 2026{{citation}}: CS1 maint: work parameter with ISBN (link)
Taboada, Maite; Brooke, Julian (2011). "Lexicon-based methods for sentiment analysis". Computational Linguistics. 37 (2): 272–274. doi:10.1162/coli_a_00049. S2CID 3181362.
Augustyniak, Łukasz; Szymański, Piotr; Kajdanowicz, Tomasz; Tuligłowicz, Włodzimierz (December 25, 2015). "Comprehensive Study on Lexicon-based Ensemble Classification Sentiment Analysis". Entropy. 18 (1): 4. Bibcode:2015Entrp..18....4A. doi:10.3390/e18010004.
Thelwall, Mike; Buckley, Kevan; Paltoglou, Georgios; Cai, Di; Kappas, Arvid (2010). "Sentiment strength detection in short informal text". Journal of the American Society for Information Science and Technology. 61 (12): 2544–2558. Bibcode:2010JASIS..61.2544T. doi:10.1002/asi.21416. Archived from the original on February 1, 2021. Retrieved June 20, 2011.
Muhammad, Shamsuddeen Hassan; Ousidhoum, Nedjma; Abdulmumin, Idris; Wahle, Jan Philip; Ruas, Terry (2025). Che, Wanxiang; Nabende, Joyce; Shutova, Ekaterina; Pilehvar, Mohammad Taher (eds.). BRIGHTER: BRIidging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 8895–8916, Vienna, Austria. Association for Computational Linguistics. Vienna, Austria: Association for Computational Linguistics. pp. 8895–8916. doi:10.18653/v1/2025.acl-long.436. ISBN 979-8-89176-251-0.
Wiebe, Janyce; Riloff, Ellen (2005). "Creating Subjective and Objective Sentence Classifiers from Unannotated Texts". In Gelbukh, Alexander (ed.). Computational Linguistics and Intelligent Text Processing. Lecture Notes in Computer Science. Vol. 3406. Berlin, Heidelberg: Springer. pp. 486–497. doi:10.1007/978-3-540-30586-6_53. ISBN 978-3-540-30586-6.
Pang, Bo; Lee, Lillian (July 6, 2008). "Opinion Mining and Sentiment Analysis". Foundations and Trends in Information Retrieval. 2 (1–2): 1–135. doi:10.1561/1500000011. ISSN 1554-0669. S2CID 207178694.
Riloff, Ellen; Wiebe, Janyce (July 11, 2003). "Learning extraction patterns for subjective expressions". Proceedings of the 2003 conference on Empirical methods in natural language processing -. EMNLP '03. Vol. 10. USA: Association for Computational Linguistics. pp. 105–112. doi:10.3115/1119355.1119369. S2CID 6541910.
Wiebe, Janyce; Riloff, Ellen (July 2011). "Finding Mutual Benefit between Subjectivity Analysis and Information Extraction". IEEE Transactions on Affective Computing. 2 (4): 175–191. Bibcode:2011ITAfC...2..175W. doi:10.1109/T-AFFC.2011.19. ISSN 1949-3045. S2CID 16820846.
Riloff, Ellen (August 1, 1996). "An empirical study of automated dictionary construction for information extraction in three domains". Artificial Intelligence. 85 (1): 101–134. doi:10.1016/0004-3702(95)00123-9. ISSN 0004-3702.
Thelen, Michael; Riloff, Ellen (July 6, 2002). "A bootstrapping method for learning semantic lexicons using extraction pattern contexts". Proceedings of the ACL-02 conference on Empirical methods in natural language processing - EMNLP '02. Vol. 10. USA: Association for Computational Linguistics. pp. 214–221. doi:10.3115/1118693.1118721. S2CID 137155.
Liu, Bing (May 23, 2012). "Sentiment Analysis and Opinion Mining". Synthesis Lectures on Human Language Technologies. 5 (1): 1–167. doi:10.2200/S00416ED1V01Y201204HLT016. ISSN 1947-4040. S2CID 38022159. Archived from the original on May 10, 2021. Retrieved December 9, 2020.
Deng, Shangkun; Mitsubuchi, Takashi; Shioda, Kei; Shimada, Tatsuro; Sakurai, Akito (December 2011). "Combining Technical Analysis with Sentiment Analysis for Stock Price Prediction". 2011 IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing. IEEE. pp. 800–807. doi:10.1109/dasc.2011.138. ISBN 978-1-4673-0006-3. S2CID 15262023.
Nguyen, Kiet Van; Nguyen, Vu Duc; Nguyen, Phu X.V.; Truong, Tham T.H.; Nguyen, Ngan L-T. (October 1, 2018). "UIT-VSFC: Vietnamese Students' Feedback Corpus for Sentiment Analysis". 2018 10th International Conference on Knowledge and Systems Engineering (KSE). Vietnam: IEEE. pp. 19–24. doi:10.1109/KSE.2018.8573337. ISBN 978-1-5386-6113-0. S2CID 56172224.
Yu, Hong; Hatzivassiloglou, Vasileios (July 11, 2003). "Towards answering opinion questions". Proceedings of the 2003 conference on Empirical methods in natural language processing -. EMNLP '03. Vol. 10. USA: Association for Computational Linguistics. pp. 129–136. doi:10.3115/1119355.1119372.
Cataldi, Mario; Ballatore, Andrea; Tiddi, Ilaria; Aufaure, Marie-Aude (June 22, 2013). "Good location, terrible food: detecting feature sentiment in user-generated reviews". Social Network Analysis and Mining. 3 (4): 1149–1163. doi:10.1007/s13278-013-0119-7. ISSN 1869-5450. S2CID 5025282.
Zhai, Zhongwu; Liu, Bing; Xu, Hua; Jia, Peifa (January 1, 2011). "Constrained LDA for Grouping Product Features in Opinion Mining". In Huang, Joshua Zhexue; Cao, Longbing; Srivastava, Jaideep (eds.). Advances in Knowledge Discovery and Data Mining. Lecture Notes in Computer Science. Vol. 6634. Springer Berlin Heidelberg. pp. 448–459. doi:10.1007/978-3-642-20841-6_37. ISBN 978-3-642-20840-9.
Titov, Ivan; McDonald, Ryan (January 1, 2008). "Modeling online reviews with multi-grain topic models". Proceedings of the 17th international conference on World Wide Web. WWW '08. New York, NY, USA: ACM. pp. 111–120. arXiv:0801.1063. doi:10.1145/1367497.1367513. ISBN 978-1-60558-085-2. S2CID 13609860.
Liang, Bin; et al. (2022). "Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks". Knowledge-Based Systems. 235 107643. doi:10.1016/j.knosys.2021.107643. S2CID 237258427.
Cambria, E; Schuller, B; Xia, Y; Havasi, C (2013). "New avenues in opinion mining and sentiment analysis". IEEE Intelligent Systems. 28 (2): 15–21. Bibcode:2013IISys..28b..15C. doi:10.1109/MIS.2013.30. S2CID 12104996.
Stevenson, Ryan; Mikels, Joseph; James, Thomas (2007). "Characterization of the Affective Norms for English Words by Discrete Emotional Categories". Behavior Research Methods. 39 (4): 1020–1024. doi:10.3758/bf03192999. PMID 18183921. S2CID 6673690.
Mozetič, Igor; Grčar, Miha; Smailović, Jasmina (May 5, 2016). "Multilingual Twitter Sentiment Classification: The Role of Human Annotators". PLOS ONE. 11 (5) e0155036. arXiv:1602.07563. Bibcode:2016PLoSO..1155036M. doi:10.1371/journal.pone.0155036. ISSN 1932-6203. PMC 4858191. PMID 27149621.
Wood, Ian B.; Varela, Pedro L.; Bollen, Johan; Rocha, Luis M.; Gonçalves-Sá, Joana (2017). "Human Sexual Cycles are Driven by Culture and Match Collective Moods". Scientific Reports. 7 (1): 17973. arXiv:1707.03959. Bibcode:2017NatSR...717973W. doi:10.1038/s41598-017-18262-5. PMC 5740080. PMID 29269945.
Korkontzelos, Ioannis; Nikfarjam, Azadeh; Shardlow, Matthew; Sarker, Abeed; Ananiadou, Sophia; Gonzalez, Graciela H. (2016). "Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts". Journal of Biomedical Informatics. 62: 148–158. doi:10.1016/j.jbi.2016.06.007. PMC 4981644. PMID 27363901.
Zeng, L.; Li, R.Y.M.; Yigitcanlar, T.; Zeng, H. Public Opinion Mining on Construction Health and Safety: Latent Dirichlet Allocation Approach. Buildings 2023, 13, 927. https://doi.org/10.3390/buildings13040927
Tang, Huifeng; Tan, Songbo; Cheng, Xueqi (2009). "A survey on sentiment detection of reviews" (PDF). Expert Systems with Applications. 36 (7): 10760–10773. doi:10.1016/j.eswa.2009.02.063. S2CID 2178380. Archived from the original (PDF) on May 24, 2018.
Liu, Yang; Huang, Xiangji; An, Aijun; Yu, Xiaohui (2008). "Modeling and predicting the helpfulness of online reviews" (PDF). ICDM'08. Eighth IEEE international conference on Data mining. IEEE. pp. 443–452. doi:10.1109/ICDM.2008.94. ISBN 978-0-7695-3502-9. S2CID 18235238. Archived from the original (PDF) on January 30, 2021. Retrieved May 23, 2018.
Bermingham, Adam; Smeaton, Alan F. (2010). "Classifying sentiment in microblogs". Proceedings of the 19th ACM international conference on Information and knowledge management (PDF). pp. 1833–1836. doi:10.1145/1871437.1871741. ISBN 978-1-4503-0099-5. S2CID 2084603.
Lamba, Manika; Madhusudhan, Margam (2018). "Application of sentiment analysis in libraries to provide temporal information service: a case study on various facets of productivity". Social Network Analysis and Mining. 8 (1): 1–12. doi:10.1007/s13278-018-0541-y. S2CID 53047128.

ft.com (Global: 193^rd place; English: 127^th place)

"Brands target AI chatbots as users switch from Google search". Financial Times.

humanele.com (Global: low place; English: low place)

news.humanele.com

"Sentiment Analysis on Reddit". September 30, 2014. Retrieved October 10, 2014.

kcl.ac.uk (Global: 2,770^th place; English: 1,514^th place)

kclpure.kcl.ac.uk

Liang, Bin; et al. (2022). "Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks". Knowledge-Based Systems. 235 107643. doi:10.1016/j.knosys.2021.107643. S2CID 237258427.

leeds.ac.uk (Global: 5,175^th place; English: 3,336^th place)

comp.leeds.ac.uk

Su, Fangzhong; Markert, Katja (2008). "From Words to Senses: a Case Study in Subjectivity Recognition" (PDF). Proceedings of Coling 2008, Manchester, UK.

mashable.com (Global: 1,051^st place; English: 654^th place)

Ogneva, M. "How Companies Can Use Sentiment Analysis to Improve Their Business". Mashable. Retrieved December 13, 2012.

mit.edu (Global: 476^th place; English: 340^th place)

people.csail.mit.edu

Snyder, Benjamin; Barzilay, Regina (2007). "Multiple Aspect Ranking using the Good Grief Algorithm". Proceedings of the Joint Human Language Technology/North American Chapter of the ACL Conference (HLT-NAACL). pp. 300–307. Archived from the original on August 6, 2016. Retrieved June 16, 2009.

morganclaypool.com (Global: low place; English: low place)

Liu, Bing (May 23, 2012). "Sentiment Analysis and Opinion Mining". Synthesis Lectures on Human Language Technologies. 5 (1): 1–167. doi:10.2200/S00416ED1V01Y201204HLT016. ISSN 1947-4040. S2CID 38022159. Archived from the original on May 10, 2021. Retrieved December 9, 2020.

newscientist.com (Global: 1,041^st place; English: 901^st place)

Condliffe, Jamie. "Flaming drives online social networks ", New Scientist, 2010-12-07. Retrieved on 2010-12-13.

nih.gov (Global: 5^th place; English: 5^th place)

pubmed.ncbi.nlm.nih.gov

Stevenson, Ryan; Mikels, Joseph; James, Thomas (2007). "Characterization of the Affective Norms for English Words by Discrete Emotional Categories". Behavior Research Methods. 39 (4): 1020–1024. doi:10.3758/bf03192999. PMID 18183921. S2CID 6673690.
Mozetič, Igor; Grčar, Miha; Smailović, Jasmina (May 5, 2016). "Multilingual Twitter Sentiment Classification: The Role of Human Annotators". PLOS ONE. 11 (5) e0155036. arXiv:1602.07563. Bibcode:2016PLoSO..1155036M. doi:10.1371/journal.pone.0155036. ISSN 1932-6203. PMC 4858191. PMID 27149621.
Wood, Ian B.; Varela, Pedro L.; Bollen, Johan; Rocha, Luis M.; Gonçalves-Sá, Joana (2017). "Human Sexual Cycles are Driven by Culture and Match Collective Moods". Scientific Reports. 7 (1): 17973. arXiv:1707.03959. Bibcode:2017NatSR...717973W. doi:10.1038/s41598-017-18262-5. PMC 5740080. PMID 29269945.
Korkontzelos, Ioannis; Nikfarjam, Azadeh; Shardlow, Matthew; Sarker, Abeed; Ananiadou, Sophia; Gonzalez, Graciela H. (2016). "Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts". Journal of Biomedical Informatics. 62: 148–158. doi:10.1016/j.jbi.2016.06.007. PMC 4981644. PMID 27363901.

ncbi.nlm.nih.gov

Mozetič, Igor; Grčar, Miha; Smailović, Jasmina (May 5, 2016). "Multilingual Twitter Sentiment Classification: The Role of Human Annotators". PLOS ONE. 11 (5) e0155036. arXiv:1602.07563. Bibcode:2016PLoSO..1155036M. doi:10.1371/journal.pone.0155036. ISSN 1932-6203. PMC 4858191. PMID 27149621.
Wood, Ian B.; Varela, Pedro L.; Bollen, Johan; Rocha, Luis M.; Gonçalves-Sá, Joana (2017). "Human Sexual Cycles are Driven by Culture and Match Collective Moods". Scientific Reports. 7 (1): 17973. arXiv:1707.03959. Bibcode:2017NatSR...717973W. doi:10.1038/s41598-017-18262-5. PMC 5740080. PMID 29269945.
Korkontzelos, Ioannis; Nikfarjam, Azadeh; Shardlow, Matthew; Sarker, Abeed; Ananiadou, Sophia; Gonzalez, Graciela H. (2016). "Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts". Journal of Biomedical Informatics. 62: 148–158. doi:10.1016/j.jbi.2016.06.007. PMC 4981644. PMID 27363901.

northwestern.edu (Global: 2,347^th place; English: 1,308^th place)

cogsci.northwestern.edu

Ortony, Andrew; Clore, G; Collins, A (1988). The Cognitive Structure of Emotions (PDF). Cambridge Univ. Press. Archived from the original (PDF) on November 23, 2015.

nowpublishers.com (Global: low place; English: low place)

Pang, Bo; Lee, Lillian (July 6, 2008). "Opinion Mining and Sentiment Analysis". Foundations and Trends in Information Retrieval. 2 (1–2): 1–135. doi:10.1561/1500000011. ISSN 1554-0669. S2CID 207178694.

nytimes.com (Global: 7^th place; English: 7^th place)

Wright, Alex. "Mining the Web for Feelings, Not Facts", New York Times, 2009-08-23. Retrieved on 2009-10-01.

paragonpoll.com (Global: low place; English: low place)

"Case Study: Advanced Sentiment Analysis". Archived from the original on October 29, 2013. Retrieved October 18, 2013.

psu.edu (Global: 299^th place; English: 159^th place)

citeseerx.ist.psu.edu

Koppel, Moshe; Schler, Jonathan (2006). "The Importance of Neutral Examples for Learning Sentiment". Computational Intelligence 22. pp. 100–109. CiteSeerX 10.1.1.84.9735. {{cite conference}}: Cite uses deprecated parameter |citeseerx= (help)
Socher, Richard; Perelygin, Alex; Wu, Jean Y.; Chuang, Jason; Manning, Christopher D.; Ng, Andrew Y.; Potts, Christopher (2013). "Recursive deep models for semantic compositionality over a sentiment treebank". In Proceedings of EMNLP: 1631–1642. CiteSeerX 10.1.1.593.7427. {{cite journal}}: Cite uses deprecated parameter |citeseerx= (help)

researchgate.net (Global: 96^th place; English: 89^th place)

Ribeiro, Filipe Nunes; Araujo, Matheus (2010). "A Benchmark Comparison of State-of-the-Practice Sentiment Analysis Methods". Transactions on Embedded Computing Systems. 9 (4).

semanticscholar.org (Global: 15^th place; English: 8^th place)

api.semanticscholar.org

Taboada, Maite; Brooke, Julian (2011). "Lexicon-based methods for sentiment analysis". Computational Linguistics. 37 (2): 272–274. doi:10.1162/coli_a_00049. S2CID 3181362.
Pang, Bo; Lee, Lillian (July 6, 2008). "Opinion Mining and Sentiment Analysis". Foundations and Trends in Information Retrieval. 2 (1–2): 1–135. doi:10.1561/1500000011. ISSN 1554-0669. S2CID 207178694.
Riloff, Ellen; Wiebe, Janyce (July 11, 2003). "Learning extraction patterns for subjective expressions". Proceedings of the 2003 conference on Empirical methods in natural language processing -. EMNLP '03. Vol. 10. USA: Association for Computational Linguistics. pp. 105–112. doi:10.3115/1119355.1119369. S2CID 6541910.
Wiebe, Janyce; Riloff, Ellen (July 2011). "Finding Mutual Benefit between Subjectivity Analysis and Information Extraction". IEEE Transactions on Affective Computing. 2 (4): 175–191. Bibcode:2011ITAfC...2..175W. doi:10.1109/T-AFFC.2011.19. ISSN 1949-3045. S2CID 16820846.
Thelen, Michael; Riloff, Ellen (July 6, 2002). "A bootstrapping method for learning semantic lexicons using extraction pattern contexts". Proceedings of the ACL-02 conference on Empirical methods in natural language processing - EMNLP '02. Vol. 10. USA: Association for Computational Linguistics. pp. 214–221. doi:10.3115/1118693.1118721. S2CID 137155.
Liu, Bing (May 23, 2012). "Sentiment Analysis and Opinion Mining". Synthesis Lectures on Human Language Technologies. 5 (1): 1–167. doi:10.2200/S00416ED1V01Y201204HLT016. ISSN 1947-4040. S2CID 38022159. Archived from the original on May 10, 2021. Retrieved December 9, 2020.
Deng, Shangkun; Mitsubuchi, Takashi; Shioda, Kei; Shimada, Tatsuro; Sakurai, Akito (December 2011). "Combining Technical Analysis with Sentiment Analysis for Stock Price Prediction". 2011 IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing. IEEE. pp. 800–807. doi:10.1109/dasc.2011.138. ISBN 978-1-4673-0006-3. S2CID 15262023.
Nguyen, Kiet Van; Nguyen, Vu Duc; Nguyen, Phu X.V.; Truong, Tham T.H.; Nguyen, Ngan L-T. (October 1, 2018). "UIT-VSFC: Vietnamese Students' Feedback Corpus for Sentiment Analysis". 2018 10th International Conference on Knowledge and Systems Engineering (KSE). Vietnam: IEEE. pp. 19–24. doi:10.1109/KSE.2018.8573337. ISBN 978-1-5386-6113-0. S2CID 56172224.
Cataldi, Mario; Ballatore, Andrea; Tiddi, Ilaria; Aufaure, Marie-Aude (June 22, 2013). "Good location, terrible food: detecting feature sentiment in user-generated reviews". Social Network Analysis and Mining. 3 (4): 1149–1163. doi:10.1007/s13278-013-0119-7. ISSN 1869-5450. S2CID 5025282.
Titov, Ivan; McDonald, Ryan (January 1, 2008). "Modeling online reviews with multi-grain topic models". Proceedings of the 17th international conference on World Wide Web. WWW '08. New York, NY, USA: ACM. pp. 111–120. arXiv:0801.1063. doi:10.1145/1367497.1367513. ISBN 978-1-60558-085-2. S2CID 13609860.
Liang, Bin; et al. (2022). "Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks". Knowledge-Based Systems. 235 107643. doi:10.1016/j.knosys.2021.107643. S2CID 237258427.
Cambria, E; Schuller, B; Xia, Y; Havasi, C (2013). "New avenues in opinion mining and sentiment analysis". IEEE Intelligent Systems. 28 (2): 15–21. Bibcode:2013IISys..28b..15C. doi:10.1109/MIS.2013.30. S2CID 12104996.
Stevenson, Ryan; Mikels, Joseph; James, Thomas (2007). "Characterization of the Affective Norms for English Words by Discrete Emotional Categories". Behavior Research Methods. 39 (4): 1020–1024. doi:10.3758/bf03192999. PMID 18183921. S2CID 6673690.
Tang, Huifeng; Tan, Songbo; Cheng, Xueqi (2009). "A survey on sentiment detection of reviews" (PDF). Expert Systems with Applications. 36 (7): 10760–10773. doi:10.1016/j.eswa.2009.02.063. S2CID 2178380. Archived from the original (PDF) on May 24, 2018.
Minqing, Hu; Liu, Bing (2004). "Mining opinion features in customer reviews" (PDF). AAAI. 4 (4). S2CID 5724860. Archived from the original (PDF) on May 24, 2018.
Liu, Yang; Huang, Xiangji; An, Aijun; Yu, Xiaohui (2008). "Modeling and predicting the helpfulness of online reviews" (PDF). ICDM'08. Eighth IEEE international conference on Data mining. IEEE. pp. 443–452. doi:10.1109/ICDM.2008.94. ISBN 978-0-7695-3502-9. S2CID 18235238. Archived from the original (PDF) on January 30, 2021. Retrieved May 23, 2018.
Bermingham, Adam; Smeaton, Alan F. (2010). "Classifying sentiment in microblogs". Proceedings of the 19th ACM international conference on Information and knowledge management (PDF). pp. 1833–1836. doi:10.1145/1871437.1871741. ISBN 978-1-4503-0099-5. S2CID 2084603.
Lamba, Manika; Madhusudhan, Margam (2018). "Application of sentiment analysis in libraries to provide temporal information service: a case study on various facets of productivity". Social Network Analysis and Mining. 8 (1): 1–12. doi:10.1007/s13278-018-0541-y. S2CID 53047128.

pdfs.semanticscholar.org

Tang, Huifeng; Tan, Songbo; Cheng, Xueqi (2009). "A survey on sentiment detection of reviews" (PDF). Expert Systems with Applications. 36 (7): 10760–10773. doi:10.1016/j.eswa.2009.02.063. S2CID 2178380. Archived from the original (PDF) on May 24, 2018.
Minqing, Hu; Liu, Bing (2004). "Mining opinion features in customer reviews" (PDF). AAAI. 4 (4). S2CID 5724860. Archived from the original (PDF) on May 24, 2018.

sentic.net (Global: low place; English: low place)

Cambria, Erik; Liu, Qian; Decherchi, Sergio; Xing, Frank; Kwok, Kenneth (2022). "SenticNet 7: A Commonsense-based Neurosymbolic AI Framework for Explainable Sentiment Analysis" (PDF). Proceedings of LREC. pp. 3829–3839.

springer.com (Global: 182^nd place; English: 172^nd place)

link.springer.com

Wiebe, Janyce; Riloff, Ellen (2005). "Creating Subjective and Objective Sentence Classifiers from Unannotated Texts". In Gelbukh, Alexander (ed.). Computational Linguistics and Intelligent Text Processing. Lecture Notes in Computer Science. Vol. 3406. Berlin, Heidelberg: Springer. pp. 486–497. doi:10.1007/978-3-540-30586-6_53. ISBN 978-3-540-30586-6.

springer.com

Cambria, E; Hussain, A (2015). Sentic Computing: A Common-Sense-Based Framework for Concept-Level Sentiment Analysis. Springer. ISBN 978-3-319-23654-4.

uic.edu (Global: 6,212^th place; English: 3,934^th place)

cs.uic.edu

Liu, Bing (2010). "Sentiment Analysis and Subjectivity" (PDF). In Indurkhya, N.; Damerau, F. J. (eds.). Handbook of Natural Language Processing (Second ed.).
Hu, Minqing; Liu, Bing (2004). "Mining and Summarizing Customer Reviews". Proceedings of KDD 2004.
Liu, Bing; Hu, Minqing; Cheng, Junsheng (2005). "Opinion Observer: Analyzing and Comparing Opinions on the Web". Proceedings of WWW 2005.

uni-augsburg.de (Global: low place; English: low place)

opus.bibliothek.uni-augsburg.de

Schuller, Björn; Ganascia, Jean-Gabriel; Devillers, Devillers (2016). Multimodal sentiment analysis in the wild: ethical considerations on data collection, annotation, and exploitation. pp. 29–34. ISBN 978-2-9517408-9-1.

unt.edu (Global: 1,621^st place; English: 852^nd place)

cse.unt.edu

Mihalcea, Rada; Banea, Carmen; Wiebe, Janyce (2007). "Learning Multilingual Subjective Language via Cross-Lingual Projections" (PDF). Proceedings of the Association for Computational Linguistics (ACL). pp. 976–983. Archived from the original (PDF) on July 8, 2010.

upenn.edu (Global: 784^th place; English: 498^th place)

acl.ldc.upenn.edu

Kim, S. M.; Hovy, E. H. (2006). "Identifying and Analyzing Judgment Opinions." (PDF). Proceedings of the Human Language Technology / North American Association of Computational Linguistics conference (HLT-NAACL 2006). New York, NY. Archived from the original (PDF) on June 29, 2011.

uspto.gov (Global: 2,155^th place; English: 1,380^th place)

patft.uspto.gov

USA Issued 7,136,877, Volcani, Yanon; & Fogel, David B., "System and method for determining and controlling the impact of text", published June 28, 2001 Archived October 28, 2017, at the Wayback Machine

visual-sentiment-ontology.appspot.com (Global: low place; English: low place)

Borth, Damian; Ji, Rongrong; Chen, Tao; Breuel, Thomas; Chang, Shih-Fu (2013). "Large-scale Visual Sentiment Ontology and Detectors Using Adjective Noun Pairs". Proceedings of ACM Int. Conference on Multimedia. pp. 223–232. Archived from the original on April 15, 2021. Retrieved November 2, 2017.

web.archive.org (Global: 1^st place; English: 1^st place)

USA Issued 7,136,877, Volcani, Yanon; & Fogel, David B., "System and method for determining and controlling the impact of text", published June 28, 2001 Archived October 28, 2017, at the Wayback Machine
Snyder, Benjamin; Barzilay, Regina (2007). "Multiple Aspect Ranking using the Good Grief Algorithm". Proceedings of the Joint Human Language Technology/North American Chapter of the ACL Conference (HLT-NAACL). pp. 300–307. Archived from the original on August 6, 2016. Retrieved June 16, 2009.
Thelwall, Mike; Buckley, Kevan; Paltoglou, Georgios; Cai, Di; Kappas, Arvid (2010). "Sentiment strength detection in short informal text". Journal of the American Society for Information Science and Technology. 61 (12): 2544–2558. Bibcode:2010JASIS..61.2544T. doi:10.1002/asi.21416. Archived from the original on February 1, 2021. Retrieved June 20, 2011.
Mihalcea, Rada; Banea, Carmen; Wiebe, Janyce (2007). "Learning Multilingual Subjective Language via Cross-Lingual Projections" (PDF). Proceedings of the Association for Computational Linguistics (ACL). pp. 976–983. Archived from the original (PDF) on July 8, 2010.
Liu, Bing (May 23, 2012). "Sentiment Analysis and Opinion Mining". Synthesis Lectures on Human Language Technologies. 5 (1): 1–167. doi:10.2200/S00416ED1V01Y201204HLT016. ISSN 1947-4040. S2CID 38022159. Archived from the original on May 10, 2021. Retrieved December 9, 2020.
Ortony, Andrew; Clore, G; Collins, A (1988). The Cognitive Structure of Emotions (PDF). Cambridge Univ. Press. Archived from the original (PDF) on November 23, 2015.
Kim, S. M.; Hovy, E. H. (2006). "Identifying and Analyzing Judgment Opinions." (PDF). Proceedings of the Human Language Technology / North American Association of Computational Linguistics conference (HLT-NAACL 2006). New York, NY. Archived from the original (PDF) on June 29, 2011.
Borth, Damian; Ji, Rongrong; Chen, Tao; Breuel, Thomas; Chang, Shih-Fu (2013). "Large-scale Visual Sentiment Ontology and Detectors Using Adjective Noun Pairs". Proceedings of ACM Int. Conference on Multimedia. pp. 223–232. Archived from the original on April 15, 2021. Retrieved November 2, 2017.
"Case Study: Advanced Sentiment Analysis". Archived from the original on October 29, 2013. Retrieved October 18, 2013.
Kirkpatrick, Marshall. ", ReadWriteWeb, 2009-04-15. Retrieved on 2009-10-01.
Tumasjan, Andranik; O.Sprenger, Timm; G.Sandner, Philipp; M.Welpe, Isabell (2010). "Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment" Archived December 12, 2020, at the Wayback Machine. "Proceedings of the Fourth International AAAI Conference on Weblogs and Social Media"
Tang, Huifeng; Tan, Songbo; Cheng, Xueqi (2009). "A survey on sentiment detection of reviews" (PDF). Expert Systems with Applications. 36 (7): 10760–10773. doi:10.1016/j.eswa.2009.02.063. S2CID 2178380. Archived from the original (PDF) on May 24, 2018.
Minqing, Hu; Liu, Bing (2004). "Mining opinion features in customer reviews" (PDF). AAAI. 4 (4). S2CID 5724860. Archived from the original (PDF) on May 24, 2018.
Liu, Yang; Huang, Xiangji; An, Aijun; Yu, Xiaohui (2008). "Modeling and predicting the helpfulness of online reviews" (PDF). ICDM'08. Eighth IEEE international conference on Data mining. IEEE. pp. 443–452. doi:10.1109/ICDM.2008.94. ISBN 978-0-7695-3502-9. S2CID 18235238. Archived from the original (PDF) on January 30, 2021. Retrieved May 23, 2018.

wlv.ac.uk (Global: low place; English: low place)

scit.wlv.ac.uk

Thelwall, Mike; Buckley, Kevan; Paltoglou, Georgios; Cai, Di; Kappas, Arvid (2010). "Sentiment strength detection in short informal text". Journal of the American Society for Information Science and Technology. 61 (12): 2544–2558. Bibcode:2010JASIS..61.2544T. doi:10.1002/asi.21416. Archived from the original on February 1, 2021. Retrieved June 20, 2011.

worldcat.org (Global: 4^th place; English: 4^th place)

search.worldcat.org

Pang, Bo; Lee, Lillian (July 6, 2008). "Opinion Mining and Sentiment Analysis". Foundations and Trends in Information Retrieval. 2 (1–2): 1–135. doi:10.1561/1500000011. ISSN 1554-0669. S2CID 207178694.
Wiebe, Janyce; Riloff, Ellen (July 2011). "Finding Mutual Benefit between Subjectivity Analysis and Information Extraction". IEEE Transactions on Affective Computing. 2 (4): 175–191. Bibcode:2011ITAfC...2..175W. doi:10.1109/T-AFFC.2011.19. ISSN 1949-3045. S2CID 16820846.
Riloff, Ellen (August 1, 1996). "An empirical study of automated dictionary construction for information extraction in three domains". Artificial Intelligence. 85 (1): 101–134. doi:10.1016/0004-3702(95)00123-9. ISSN 0004-3702.
Liu, Bing (May 23, 2012). "Sentiment Analysis and Opinion Mining". Synthesis Lectures on Human Language Technologies. 5 (1): 1–167. doi:10.2200/S00416ED1V01Y201204HLT016. ISSN 1947-4040. S2CID 38022159. Archived from the original on May 10, 2021. Retrieved December 9, 2020.
Cataldi, Mario; Ballatore, Andrea; Tiddi, Ilaria; Aufaure, Marie-Aude (June 22, 2013). "Good location, terrible food: detecting feature sentiment in user-generated reviews". Social Network Analysis and Mining. 3 (4): 1149–1163. doi:10.1007/s13278-013-0119-7. ISSN 1869-5450. S2CID 5025282.
Mozetič, Igor; Grčar, Miha; Smailović, Jasmina (May 5, 2016). "Multilingual Twitter Sentiment Classification: The Role of Human Annotators". PLOS ONE. 11 (5) e0155036. arXiv:1602.07563. Bibcode:2016PLoSO..1155036M. doi:10.1371/journal.pone.0155036. ISSN 1932-6203. PMC 4858191. PMID 27149621.

yorku.ca (Global: 3,804^th place; English: 2,412^th place)

Liu, Yang; Huang, Xiangji; An, Aijun; Yu, Xiaohui (2008). "Modeling and predicting the helpfulness of online reviews" (PDF). ICDM'08. Eighth IEEE international conference on Data mining. IEEE. pp. 443–452. doi:10.1109/ICDM.2008.94. ISBN 978-0-7695-3502-9. S2CID 18235238. Archived from the original (PDF) on January 30, 2021. Retrieved May 23, 2018.

Sentiment analysis (English Wikipedia)

aaai.org (Global: low place; English: 6,393rd place)

aclanthology.org (Global: low place; English: 8,900th place)

acm.org (Global: 1,200th place; English: 821st place)

portal.acm.org

dl.acm.org

adsabs.harvard.edu (Global: 14th place; English: 9th place)

ui.adsabs.harvard.edu

arxiv.org (Global: 49th place; English: 31st place)

cornell.edu (Global: 308th place; English: 253rd place)

cs.cornell.edu

datumbox.com (Global: low place; English: low place)

blog.datumbox.com

dcu.ie (Global: low place; English: low place)

doras.dcu.ie

diva-portal.org (Global: 2,734th place; English: 2,594th place)

doi.org (Global: 2nd place; English: 2nd place)

ft.com (Global: 193rd place; English: 127th place)

humanele.com (Global: low place; English: low place)

news.humanele.com

kcl.ac.uk (Global: 2,770th place; English: 1,514th place)

kclpure.kcl.ac.uk

leeds.ac.uk (Global: 5,175th place; English: 3,336th place)

comp.leeds.ac.uk

mashable.com (Global: 1,051st place; English: 654th place)

mit.edu (Global: 476th place; English: 340th place)

people.csail.mit.edu

morganclaypool.com (Global: low place; English: low place)

newscientist.com (Global: 1,041st place; English: 901st place)

nih.gov (Global: 5th place; English: 5th place)

pubmed.ncbi.nlm.nih.gov

ncbi.nlm.nih.gov

northwestern.edu (Global: 2,347th place; English: 1,308th place)

cogsci.northwestern.edu

nowpublishers.com (Global: low place; English: low place)

nytimes.com (Global: 7th place; English: 7th place)

paragonpoll.com (Global: low place; English: low place)

psu.edu (Global: 299th place; English: 159th place)

citeseerx.ist.psu.edu

researchgate.net (Global: 96th place; English: 89th place)

semanticscholar.org (Global: 15th place; English: 8th place)

api.semanticscholar.org

pdfs.semanticscholar.org

sentic.net (Global: low place; English: low place)

springer.com (Global: 182nd place; English: 172nd place)

link.springer.com

springer.com

uic.edu (Global: 6,212th place; English: 3,934th place)

cs.uic.edu

uni-augsburg.de (Global: low place; English: low place)

opus.bibliothek.uni-augsburg.de

unt.edu (Global: 1,621st place; English: 852nd place)

cse.unt.edu

upenn.edu (Global: 784th place; English: 498th place)

acl.ldc.upenn.edu

uspto.gov (Global: 2,155th place; English: 1,380th place)

patft.uspto.gov

visual-sentiment-ontology.appspot.com (Global: low place; English: low place)

web.archive.org (Global: 1st place; English: 1st place)

wlv.ac.uk (Global: low place; English: low place)

scit.wlv.ac.uk

worldcat.org (Global: 4th place; English: 4th place)

search.worldcat.org

yorku.ca (Global: 3,804th place; English: 2,412th place)

aaai.org (Global: low place; English: 6,393^rd place)

aclanthology.org (Global: low place; English: 8,900^th place)

acm.org (Global: 1,200^th place; English: 821^st place)

adsabs.harvard.edu (Global: 14^th place; English: 9^th place)

arxiv.org (Global: 49^th place; English: 31^st place)

cornell.edu (Global: 308^th place; English: 253^rd place)

diva-portal.org (Global: 2,734^th place; English: 2,594^th place)

doi.org (Global: 2^nd place; English: 2^nd place)

ft.com (Global: 193^rd place; English: 127^th place)

kcl.ac.uk (Global: 2,770^th place; English: 1,514^th place)

leeds.ac.uk (Global: 5,175^th place; English: 3,336^th place)

mashable.com (Global: 1,051^st place; English: 654^th place)

mit.edu (Global: 476^th place; English: 340^th place)

newscientist.com (Global: 1,041^st place; English: 901^st place)

nih.gov (Global: 5^th place; English: 5^th place)

northwestern.edu (Global: 2,347^th place; English: 1,308^th place)

nytimes.com (Global: 7^th place; English: 7^th place)

psu.edu (Global: 299^th place; English: 159^th place)

researchgate.net (Global: 96^th place; English: 89^th place)

semanticscholar.org (Global: 15^th place; English: 8^th place)

springer.com (Global: 182^nd place; English: 172^nd place)

uic.edu (Global: 6,212^th place; English: 3,934^th place)

unt.edu (Global: 1,621^st place; English: 852^nd place)

upenn.edu (Global: 784^th place; English: 498^th place)

uspto.gov (Global: 2,155^th place; English: 1,380^th place)

web.archive.org (Global: 1^st place; English: 1^st place)

worldcat.org (Global: 4^th place; English: 4^th place)

yorku.ca (Global: 3,804^th place; English: 2,412^th place)