opinion mining, sentiment analysisの参考文献

conference and symposium

• Sentiment and Subjectivity in Text, Workshop at the Annual Meeting of the Association of Computational Linguistics(ACL 2006)
• AAAI Spring Symposia on Computational Approaches to Analyzing Weblogs(AAAI-CAAW 2006)
• AAAI Spring Symposium on Exploring Attitude and Affect in Text: Theories and Applications.(AAAI-EAAT 2004)

survey paper

• 乾孝司, 奥村学. テキストを対象とした評価情報の分析に関する研究動向. 自然言語処理 Vol.13, No.3, pp.201--241.2006.

opinion extraction and summarization

• Yasuhiro Suzuki, Hiroya Takamura, and Manabu Okumura. Application of Semi-supervised Learning to Evaluative Expression Classification. Proceedings of the 6th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing-2006), 2006.
• Ana-Maria Popescu and Oren Etzioni. Extracting product features and opinions from reviews. Human Language Technology Conference (HLT) / Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.339--346, 2005.
• Michael Gamon, Anthony Aue, Simon Corston-Oliver and Eric K. Ringger. Pulse: Mining Customer Opinions from Free Text. Proceedings of the 2005 Conference on Intelligent Data Analysis (IDA), pp.121--132, 2005.
• 目良和也, 矢野宏実, 市村匠. 信頼度表現を考慮した評価文からの属性情報の抽出. 第21回ファジィシステムシンポジウム講演論文集, pp.3--6, 2005.
• Bing Liu, Minqing Hu, and Junsheng Cheng. Opinion Observer: Analyzing and Comparing Opinions on the Web. Proceedings of the 14th International World Wide Web Conference (WWW), pp.342--351, 2005.
• Minqing Hu and Bing Liu. Mining opinion features in customer reviews. Proceedings of the 19th National Conference on Artificial Intelligence (AAAI), pp.755--760, 2004.
• Minqing Hu and Bing Liu. Mining and summarizing customer reviews. Proceedings of the Tenth International Conference on Knowledge Discovery and Data Mining (KDD), pp. 168--177, 2004.
• Hiroshi Kanayama and Tetsuya Nasukawa. Deeper Sentiment Analysis Using Machine Translation Technology. Proceedings of the 20th International Conference on Computational Linguistics (COLING), pp.494--500, 2004.
• 鈴木泰裕, 高村大也, 奥村学. Weblogを対象とした評価表現抽出. 人工知能学会 セマンティックウェブとオントロジー研究会 (SIG--SW&ONT), 2004.
• Tetsuya Nasukawa and Jeonghee Yi. Sentiment Analysis: Capturing Favorability Using Natural Language Processing. Proceedings of the second International Conferences on Knowledge Capture (K-CAP), pp.70--77, 2003.
• 村野誠治, 佐藤理史. 文型パターンを用いた主観的評価文の自動抽出. 言語処理学会 第9回年次大会 発表論文集, pp.67--70, 2003.
• Jeonghee Yi, Tetsuya Nasukawa, Razvan Bunescu and Wayne Niblack. Sentiment Analyzer: Extracting Sentiments about a Given Topic using Natural Language Processing Techniques. Proceedings of the third IEEE International Conference on Data Mining (ICDM), pp.427--434, 2003

open domain opinion extraction

• Soo-Min Kim and Eduard Hovy. Extracting Opinions, Opinion Holders, and Topics Expressed in Online News Media Text. Proceedings of Sentiment and Subjectivity in Text, Workshop at the Annual Meeting of the Association of Computational Linguistics, 2006
• Yejin Choi, Eric Breck and Claire Cardie. Joint extraction of entities and relations for opinion recognition. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.431--439, 2006
• Yejin Choi, Claire Cardie, Ellen Riloff and Siddharth Patwardhan. Identifying sources of opinions with conditional random fields and extraction patterns. Human Language Technology Conference (HLT) / Conference on Empirical Methods in Natural Language Processing (EMNLP), 2005
• Soo-Min Kim and Eduard Hovy. Determining the Sentiment of Opinions. Proceedings of the 20th International Conference on Computational Linguistics (COLING), pp.1367--1373, 2004

rating inference (seeing stars)

• Andrew Goldberg and Xiaojin Zhu.Seeing stars when there aren't many stars: Graph-based semi-supervised learning for sentiment categorization. TextGraphs Graph-based Algorithms for Natural Language Processing, workshop at HLT/NAACL, 2006.
• Daisuke Okanohara and Jun-ichi Tsujii. Assigning Polarity Scores to Reviews Using Machine Learning Techniques. Proceedings of the 2nd International Joint Conference on Natural Language Processing (IJCNLP), pp.314--325, 2005.
• Bo Pang and Lillian Lee. Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating Scales. Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL), 2005.

p/n classification task

• Ryan McDonald, Kerry Hannan, Tyler Neylon, Mike Wells and Jeff Reynar. Structured Models for Fine-to-Coarse Sentiment Analysis. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (ACL), pp.432--439, 2007.
• 鍛治伸裕, 喜連川優. 依存構造を考慮した評価文書の分類. 情報処理学会研究報告 NL-170-3, pp.15--20, 2005.
• Shotaro Matsumoto, Hiroya Takamura, Manabu Okumura. Sentiment Classification using Word Sub-Sequences and Dependency Sub-Trees. Proceedings of the 9th Pacific-Asia International Conference on Knowledge Discovery and Data Mining (PAKDD), 2005.
• Bo Pang and Lillian Lee. Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating Scales. Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL), 2005.
• Alistair Kennedy and Diana Inkpen. Sentiment classification of movie and product reviews using contextual valence shifters. Workshop on the Analysis of Informal and Formal Information Exchange during Negotiations (FINEXIN), 2005.
• 藤村滋, 豊田正史, 喜連川優. 電子掲示板からの評価表現および評判情報の抽出. 人工知能学会全国大会, 2004.
• 藤村滋, 豊田正史, 喜連川優. Webからの評判および評価表現抽出に関する一考察. 夏のデータベースワークショップ (DBWS), 2004.
• Michael Gamon. Sentiment classification on customer feedback data: noisy data, large feature vectors, and role of linguistic analysis. Proceedings of the 20th International Conference on Computational Linguistics (COLING), pp.611--617, 2004.
• 松本翔太郎, 高村大也, 奥村学. 単語の系列及び依存木を用いた評価文書の自動分類. FIT-2004.
• Tony Mullen and Nigel Collier. Sentiment Analysis Using Support Vector Machines with Diverse Information. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.412--418, 2004.
• Bo Pang and Lillian Lee. A Sentiment Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts. Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL), pp.271--278, 2004.
• Kushal Dave and Steve Lawrence and David M. Pennock. Mining the peanut gallery: opinion extraction and semantic classification of product reviews. Proceedings of the 12th International World Wide Web Conference (WWW), pp.519--528, 2003.
• Bo Pang and Lillian Lee and Shivakumar Vaithyanathan. Thumbs up? Sentiment Classification using Machine Learning Techniques. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.79--86, 2002.
• Peter D. Turney. Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews. Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics (ACL), pp.417--424, 2002.

acquiring semantic orientation of words (or phrases)

• Nobuhiro Kaji and Masaru Kitsuregawa. Building Lexicon for Sentiment Analysis from Massive Collection of HTML Documents. In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pp.1075--1083, 2007
• Hiroshi Kanayama and Tetsuya Nasukawa. Fully automatic lexicon expansion for domain-oriented sentiment analysis. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.355--363, 2006.
• 高村大也, 乾孝司, 奥村学. スピンモデルによる単語の感情極性抽出. 情報処理学会論文誌, Vol.47 No.02 pp. 627--637, 2006.
• Hiroya Takamura, Takashi Inui, Manabu Okumura. Latent Variable Models for Semantic Orientations of Phrases.
In Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL2006), pages 201--208, 2006.
• Andrea Esuli and Fabrizio Sebastiani. Determining term subjectivity and term orientation for opinion mining. In Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL2006),2006.
• Alina Andreevskaia and Sabine Bergler. Mining WordNet for fuzzy sentiment: Sentiment tag extraction from WordNet glosses. In Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL2006),2006.
• 高村大也, 乾孝司, 奥村学. 極性反転に対応した評価表現モデル. 情報処理学会研究報告 NL-168-22, pp.-, 2005
• Theresa Wilson, Janyce Wiebe and Paul Hoffmann. Recognizing Contextual Polarity in Phrase-Level Sentiment Analysis. HLT/EMNLP-2005.
• Michael Gamon and Anthony Aue. Automatic Identification of Sentiment Vocabulary: Exploiting Low Association with Known Sentiment Terms. ACL Workshop on Feature Engineering for Machine Learning in Natural Language Processing, 2005
• Hiroya Takamura, Takashi Inui, and Manabu Okumura. Extracting Semantic Orientations of Words using Spin Model. Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL), 2005.
• 那須川哲哉, 金山博, 坪井祐太, 渡辺日出雄. 好不評文脈を応用した自然言語処理. 言語処理学会第11回年次大会, pp.153--156, 2005.
• 乾孝司, 乾健太郎, 松本裕治. 出来事の望ましさ判定を目的とした語彙知識獲得. 言語処理学会第10回年次大会, 2004.
• Jaap Kamps, Maarten Marx, Robert J. Mokken and Maarten de Rijke. Using WordNet to Measure Semantic Orientations of Adjectives. 4th International Conference on Language Resources and Evaluation (LREC), 2004.
• 那須川哲哉, 金山博. 文脈一貫性を利用した極性付評価表現の語彙獲得. 情報処理学会研究報告 NL-162-16, pp.109--116, 2004
• Ellen Riloff, Janyce Wiebe and Theresa Wilson. Learning Subjective Nouns using Extraction Pattern Bootstrapping. Conference on Computational Natural Language Learning (CoNLL), 2003.
• Peter D. Turney and M. L. Littman. Measuring praise and criticism: inference of semantic orientation from association. ACM Transactions on Information Systems, 2003
• Vasileios Hatzivassiloglou and Kathleen R. McKeown. Predicting the Semantic Orientation of Adjectives. Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics (ACL) and the 8th Conference of the European Chapter of the Association for Computational Linguistics (EACL), pp.174--181, 1997.

opinion-annotated corpus

• Lun-Wei Ku; Yong-Sheng Lo; Hsin-Hsi Chen. Test Collection Selection and Gold Standard Generation for a Multiply-Annotated Opinion Corpus. In Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics Companion Volume Proceedings of the Demo and Poster Sessions, pp.89--92, 2007.
• 宮崎林太郎, 前田直人, 森辰則. 人手による評判情報注釈付けにおける揺れの分析と注釈付け支援ツール. 自然言語処理研究会報告 2006-NL-176, pp.143--150, 2006
• 宮崎林太郎, 前田直人, 森辰則. 評判情報の注釈付けタグセットの提案. 言語処理学会第12回年次大会発表論文集, pp.240--243, 2006

MPQA opinion corpus

• Janyce Wiebe, Theresa Wilson, and Claire Cardie. Annotating expressions of opinions and emotions in language. Language Resources and Evaluation, volume 39, issue 2-3, pp. 165--210, 2005
• Janyce Wiebe, Eric Breck, Chris Buckley, Claire Cardie, Paul Davis, Bruce Fraser, Diane Litman, David Pierce, Ellen Riloff, Theresa Wilson. Final Report - MPQA: Multi-Perspective Question Answering. NRRC Summer Workshop on Multi-Perspective Question Answering Final Report, 2002
• Janyce Wiebe. Instructions for Annotating Opinions in Newspaper Articles. Department of Computer Science Technical Report TR-02-101, University of Pittsburgh, Pittsburgh, PA

classifying documents (or sentences, phrases) into subjective or not subjective

• J. Wiebe and E. Riloff. Creating subjective and objective sentence classifiers from unannotated texts. Sixth International Confrence on Intelligent Text Processing and Computational Linguistics, 2005.
• Hong Yu and Vasileios Hatzivassiloglou. Towards answering opinion questions: Separating facts from opinions and identifying the polarity of opinion sentences. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.129--136, 2003.

とりあえずリストアップ（後で分類）

• Soo-Min Kim; Eduard Hovy. Crystal: Analyzing Predictive Opinions on the Web. In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pp.1056--1064, 2007
• Jingjing Liu; Yunbo Cao; Chin-Yew Lin; Yalou Huang; Ming Zhou. Low-Quality Product Review Detection in Opinion Summarization. In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pp.334--342, 2007
• Rada Mihalcea, Carmen Banea and Janyce Wiebe. Learning Multilingual Subjective Language via Cross-Lingual Projections. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (ACL), pp.976--983, 2007
• Ann Devitt and Khurshid Ahmad. Sentiment Polarity Identification in Financial News: A Cohesion-based Approach. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (ACL), pp.984--991, 2007
• Ben Medlock and Ted Briscoe. Weakly Supervised Learning for Hedge Classification in Scientific Literature. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (ACL), pp.992--999, 2007
• Anindya Ghose, Panagiotis G. Ipeirotis and Arun Sundararajan. Opinion Mining using Econometrics: A Case Study on Reputation Systems. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (ACL), pp.416--423, 2007
• Andrea Esuli and Fabrizio Sebastiani. PageRanking WordNet Synsets: An Application to Opinion Mining. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (ACL), pp.424--431, 2007
• John Blitzer, Mark Dredze and Fernando Pereira. Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification. Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (ACL), pp.440--447, 2007
• Catherine Smith, Timothy Rumbell, John Barnden, Robert Hendley, Mark Lee, Alan Wallington, Li Zhang. Don't worry about metaphor: affect detection for conversational agents. In Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics Companion Volume Proceedings of the Demo and Poster Sessions, pp.37--40, 2007.
• Changhua Yang; Kevin Hsin-Yih Lin; Hsin-Hsi Chen. Building Emotion Lexicon from Weblog Corpora. In Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics Companion Volume Proceedings of the Demo and Poster Sessions, pp.133--136, 2007.
• Andrea Esuli and Fabrizio Sebastiani. SentiWordNet: A publicity available lexical resource for opinion mining. LREC-2006.
• 横野光. 情緒推定のための発話文の文末表現の分類. 情報処理学会研究報告 NL-170-3, pp.1--6, 2005.
• 江崎晃司, 松井藤五郎, 大和田勇人. Weblog上の評判情報における形容詞の出現位置を考慮した賛否分類. 情報処理学会第67回全国大会, pp.(2)393-(2)394
• Jeonghee Yi and Wayne Niblack. Sentiment Mining in WebFountain. Proceedings of the 21st International Conference on Data Engineering (ICDE), 2005.
• 中山記男，神門典子. 理由に着目した感情表現の分析. 電子情報通信学会技術研究報告 思考と言語，Vol.105, Num.291, pp.55--56, 2005.
• 目良和也, 市村匠, 相沢輝昭, 山下利之.語の好感度に基づく自然言語発話からの情緒生起手法.人工知能学会論文誌, Vol.17, No.3, pp.186--195, 2002.