Sentiment Analysis

Sentiment Analysis is a subfield of Natural Language Processing and Text Analytics that computationally identifies, classifies, and quantifies the evaluative polarity and affective stance expressed in natural language data toward specific entities, aspects, or topics.

17.9K

Publications

1.2M

Citations

37K

Authors

5.6K

Institutions

Publications per year

2017–2026

12.4K

Parents

Computational LinguisticsMarketing AnalyticsNatural Language ProcessingSocial Media AnalyticsText Analytics

Children

Comparative Sentiment AnalysisContextual Sentiment AnalysisDomain AdaptationEmotion DetectionFine-grained Sentiment AnalysisNegation HandlingOpinion Role ExtractionOrdinal Sentiment ClassificationPolarity ClassificationSemantic Orientation Detection

Publications

17.9K

Convolutional Neural Networks for Sentence Classification

Yoon Kim · 2014 · 13.8K citations · Full text

Computing, Computer Science, Computational Linguistics +16

Mining and summarizing customer reviews

Minqing Hu, Bing Liu · 2004 · 7.7K citations

Computing, Computer Science, Marketing +17

Thumbs up?

Bo Pang, Lillian Lee, Shivakumar Vaithyanathan · 2002 · 7K citations · Full text

Computing, Computer Science, Machine Learning +16

Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank

Richard Socher, Alex Perelygin, Jean Y. Wu et al. · 2013 · 6.8K citations · Full text

Computing, Computer Science, Computational Linguistics +16

Opinion Mining and Sentiment Analysis

Bo Pang, Lillian Lee · Foundations and Trends® in Information Retrieval · 2008 · 6.2K citations

Computing, Business Analytics, Data Science +17

1–5 of 17.9K

Authors

37K

EC
Erik Cambria
Nanyang Technological University, Singapore
145 publications · 22.5K citations
76
h-index
BL
Bing Liu
University of Illinois Chicago, United States
53 publications · 26.8K citations
45
h-index
SP
Soujanya Poria
Nanyang Technological University, Singapore
53 publications · 10.6K citations
39
h-index
PB
Pushpak Bhattacharyya
Indian Institute of Technology Bombay, India
73 publications · 4.1K citations
36
h-index
SM
Saif M. Mohammad
National Research Council Canada, Canada
47 publications · 10.8K citations
34
h-index

1–5 of 37K

Institutions

5.6K

1–8 of 5.6K

Venues

Expert Systems with Applications
264 publications · 26.6K citations
88
h-index
arXiv (Cornell University)
Repository · 566 publications · 41.8K citations
86
h-index
IEEE Access
420 publications · 26.6K citations
86
h-index
Information Processing & Management
172 publications · 13.9K citations
74
h-index
Knowledge-Based Systems
194 publications · 17.5K citations
70
h-index

1–5