Opinion Mining

Opinion Mining is a subfield of natural language processing that systematically identifies and extracts subjective information, such as sentiments, attitudes, and emotions, from textual data within social media and other discourse environments.

14.1K

Publications

944.6K

Citations

31.4K

Authors

Institutions

Publications per year

2017–2026

Parents

Social Media AnalyticsText Analytics

Children

Aspect Term ExtractionComparative Opinion MiningEvent-level Sentiment AnalysisFine-grained Sentiment ClassificationLexicon-based Sentiment AnalysisOpinion Holder ExtractionOpinion Role LabelingOpinion Spam DetectionOpinion Target Sentiment Polarity ClassificationRule-based Opinion Mining

Publications

14.1K

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

VADER: A Parsimonious Rule-Based Model for Sentiment Analysis of Social Media Text

Cecelia Hutto, Éric Gilbert · Proceedings of the International AAAI Conference on Web and Social Media · 2014 · 5.7K citations · Full text

Computing, Computer Science, Machine Learning +16

1–5 of 14.1K

Authors

31.4K

EC
Erik Cambria
Nanyang Technological University, Singapore
112 publications · 20.2K citations
69
h-index
BL
Bing Liu
University of Illinois Chicago, United States
62 publications · 28.7K citations
50
h-index
SP
Soujanya Poria
Nanyang Technological University, Singapore
46 publications · 9.6K citations
36
h-index
JW
Janyce Wiebe
University of Pittsburgh, United States
45 publications · 12.4K citations
35
h-index
CC
Claire Cardie
Cornell University, United States
47 publications · 8.1K citations
34
h-index

1–5 of 31.4K

Institutions

1–8 of 5K

Venues

Expert Systems with Applications
210 publications · 21.3K citations
78
h-index
IEEE Access
347 publications · 21.5K citations
76
h-index
Knowledge-Based Systems
160 publications · 14.8K citations
66
h-index
Information Processing & Management
128 publications · 10.7K citations
61
h-index
arXiv (Cornell University)
Repository · 385 publications · 17.7K citations
60
h-index

1–5