Opinion Mining and Sentiment Analysis

C. Aggarwal · 2018

Summary

The recent proliferation of social media has enabled users to post views about entities, individuals, events, and topics in a variety of formal and informal settings, including reviews, forums, social media posts, blogs, and discussion boards.

Published: 2018-01-01
Cited by: 3,907
References: 81
DOI: https://doi.org/10.1007/978-3-319-73531-3_13
Semantic Scholar: https://api.semanticscholar.org/CorpusID:43902914

References

Detecting Spammers on TwitterGabriel Magno, Tiago Rodrigues, Virgı́lio Almeida — 2010
Sentiment Analysis using Support Vector Machines with Diverse Information SourcesTony Mullen, Nigel Collier — 2004
Mining WordNet for a Fuzzy Sentiment: Sentiment Tag Extraction from WordNet GlossesAlina Andreevskaia, Sabine Bergler — 2006
SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion MiningStefano Baccianella, Andrea Esuli, Fabrizio Sebastiani — 2010
Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of ReviewsPeter D. Turney — 2002
Comprehensive Review of Opinion SummarizationHyun Duk Kim, Kavita Ganesan, Parikshit Sondhi — 2011
Determining Term Subjectivity and Term Orientation for Opinion MiningAndrea Esuli, Fabrizio Sebastiani — 2006
Extracting Opinion Targets in a Single and Cross-Domain Setting with Conditional Random FieldsNiklas Jakob, Iryna Gurevych — 2010
Just How Mad Are You? Finding Strong and Weak Opinion ClausesTheresa Wilson, Janyce Wiebe, Rebecca Hwa — 2004
Book Reviews: Foundations of Statistical Natural Language ProcessingChristopher D. Manning, Hinrich Schütze — 1999
Mining Opinion Features in Customer ReviewsMinqing Hu, Bing Liu — 2004
Structure-Aware Review Mining and SummarizationFangtao Li, Chao Han, Minlie Huang — 2010
A holistic lexicon-based approach to opinion miningXiaowen Ding, Bing Liu, Philip S. Yu — 2008
Sentiment analysis of blogs by combining lexical knowledge with text classificationPrem Melville, Wojciech Gryc, Richard D. Lawrence — 2009
Effects of Adjective Orientation and Gradability on Sentence SubjectivityVasileios Hatzivassiloglou, Janyce Wiebe — 2000
Recognizing Contextual Polarity in Phrase-Level Sentiment AnalysisTheresa Wilson, Janyce Wiebe, Paul Hoffmann — 2005
Major topic detection and its application to opinion summarizationLun‐Wei Ku, Li-Ying Lee, Tung-Ho Wu — 2005
What emotions do news articles trigger in their readers?Kevin Lin, Changhua Yang, Hsin‐Hsi Chen — 2007
Opinion spam and analysisNitin Jindal, Bing Liu — 2008
RECOGNIZING STRONG AND WEAK OPINION CLAUSESTheresa Wilson, Janyce Wiebe, Rebecca Hwa — 2006

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Using Online Data Sources to Make Recommendations on Reading Materials for K-12 and Advanced ReadersMaria Soledad Pera — 2014
A Combined Approach for Extracting Financial Instrument-Specific Investor Sentiment from WeblogsAchim Klein, Olena Altuntas, Martin Riekert — 2013
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