Concepedia

Techniques and applications for sentiment analysis

Communications of the ACM · 2013 · 1.5K citations · 36 references

Concepts

ComputingComputer ScienceData MiningNatural Language ProcessingText AnalyticsAffective State DetectionComputational Text AnalysisEmotion RecognitionOpinion MiningSentiment AnalysisText MiningLexicon-based Sentiment AnalysisPolarity DetectionSentiment ClassificationSentiment FeaturesSentiment MeasurementTextual Sentiment AnalysisTweet Sentiment Analysis

Abstract

The main applications and challenges of one of the hottest research areas in computer science.

References

36

Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

John Lafferty, Andrew McCallum, Fernando C. N. Pereira · Scholarly Commons (University of Pennsylvania) · 2001 · 13K citations · Full text

Computing, Computer Science, Computational Linguistics +12

<b>WordNet: An electronic lexical database</b> . Ed. by Christiane Fellbaum. Cambridge, MA: MIT Press, 1998. Pp. xxii, 423.

Adam Kilgarriff · Language · 2000 · 11.7K citations

Computing, Computer Science, Linguistics +17

Mining and summarizing customer reviews

Minqing Hu, Bing Liu · 2004 · 7.7K citations

Computing, Computer Science, Marketing +17

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

Computing, Computer Science, Machine Learning +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