Finding Opinionated Blogs Using Statistical Classifiers and Lexical Features

Keywords

Computer science, Artificial intelligence, Sentiment analysis, Task (project management), Natural language processing

References

• Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of ReviewsPeter D. Turney — 2002
• Recognizing Contextual Polarity in Phrase-Level Sentiment AnalysisTheresa Wilson, Janyce Wiebe, Paul Hoffmann — 2005
• Automatic Identification of Sentiment Vocabulary: Exploiting Low Association with Known Sentiment TermsMichael Gamon, Anthony Aue — 2005
• Learning Extraction Patterns for Subjective ExpressionsEllen Riloff, Janyce Wiebe — 2003
• Multi-domain Sentiment ClassificationShoushan Li, Chengqing Zong — 2008
• Mining the peanut gallery: opinion extraction and semantic classification of product reviewsKushal Dave, Steve Lawrence, David M. Pennock — 2003
• Mining and summarizing customer reviewsMinqing Hu, Bing Liu — 2004
• Thumbs up? Sentiment Classification using Machine Learning TechniquesBo Pang, Lillian Lee, Shivakumar Vaithyanathan — 2002
• Predicting the Semantic Orientation of AdjectivesVasileios Hatzivassiloglou, Kathleen McKeown — 1997
• Sentiment Analysis: Adjectives and Adverbs are Better than Adjectives AloneFarah Benamara, Carmine Cesarano, Antonio Picariello — 2007
• Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of ReviewsPeter Peter, Turney — 2002
• Overview of the TREC 2008 Blog TrackI. Ounis, Craig Macdonald, I. Soboroff — 2008

Cited by

• Identifying and isolating text classification signals from domain and genre noise for sentiment analysisTim Finin, Justin Martineau — 2011
• A Study of Dependency Features for Chinese Sentiment ClassificationPu Zhang, Zhongshi He, Lina Tao — 2014
• Information Retrieval on the BlogosphereRodrygo L. T. Santos — 2012
• Evaluation in Discourse: a Corpus-Based StudyFarah Benamara, Nicholas Asher, Yvette Yannick Mathieu — 2016
• Sentiment Analysis and Opinion MiningBing Liu — 2012
• Big Data Analysis for Personalized Health Activities: Machine Learning Processing for Automatic Keyword Extraction ApproachJun‐Ho Huh — 2018
• Sentence Subjectivity and Sentiment ClassificationBing Liu — 2015
• Opinion Mining on the Web 2.0 - Characteristics of User Generated Content and Their ImpactsGerald Petz, Michael A. Karpowicz, Harald Fürschuß — 2013
• Sentiment Analysis: Aspect and Entity ExtractionBing Liu — 2015
• Document Sentiment ClassificationBing-Rong Liu — 2020
• The Problem of Sentiment AnalysisBing Liu — 2015
• Analysis of Comparative OpinionsBing Liu — 2015
• Opinion Summarization and SearchBing Liu — 2020

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