Extracting and ranking product features in opinion documents

Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference

Volumn 2, Issue , 2010, Pages 1462-1470

  Zhang, Lei ^a   Lim, Suk Hwan ^b   Liu, Bing ^a   O'Brien Strain, Eamonn ^b  

^a University of Illinois at Chicago   (United States)

^b HEWLETT PACKARD LABORATORIES   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIPARTITE GRAPHS; FEATURE FREQUENCIES; FEATURE RANKING; FEATURE RELEVANCE; MOTOROLA; OPINION MINING; PRODUCT FEATURE; REAL LIFE DATASETS; WEB PAGE RANKING;

COMPUTATIONAL LINGUISTICS; WEBSITES;

PROBLEM SOLVING;

EID: 79955704875     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (26)

1. Blair-Goldensohn, Sasha., Kerry, Hannan., Ryan, McDonald., Tyler, Neylon., George A. Reis, Jeff, Reyna. 2008. Building Sentiment Summarizer for Local Service Reviews In Proceedings of the Workshop of NLPIX. WWW, 2008.
2. Brill, Eric. 1995. Transformation-Based Error-Driven Learning and Natural Language Processing: a case study in part of speech tagging. Computational Linguistics, 1995.
3. Chieu, Hai Leong and Hwee-Tou Ng. 2002. Name Entity Recognition: a Maximum Entropy Approach Using Global Information. In Proceedings of the 6th Workshop on Very Large Corpora, 2002.
4. Ding, Xiaowen., Bing Liu and Philip S. Yu. 2008. A Holistic Lexicon-Based Approach to Opinion Mining In Proceedings of WSDM 2008.
5. Girju, Roxana., Adriana Badulescu and Dan Moldovan. 2006. "Automatic Discovery of Part-Whole Relations" Computational Linguistics, 32(1):83-135 2006. (Pubitemid 43764026)
6. Hu, Mingqin and Bing Liu. 2004. Mining and Summarizing Customer Reviews. In Proceedings of KDD 2004.
7. Kleinberg, Jon. 1999. "Authoritative sources in hyperlinked environment" Journal of the ACM 46 (5): 604-632 1999.
8. Kobayashi, Nozomi., Kentaro Inui and Yuji Matsumoto. 2007 Extracting Aspect-Evaluation and Aspect- of Relations in Opinion Mining. In Proceedings of EMNLP, 2007.
9. Lafferty, John., Andrew McCallum and Fernando Pereira. 2001 Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data. In Proceedings of ICML, 2001.
10. Lin, Dekang. 1998. Dependency-based evaluation of MINIPAR. In Proceedings of the Workshop on Evaluation of Parsing System at ICLRE 1998.
11. Liu, Bing. 2006. Web Data Mining: Exploring Hyperlinks, contents and usage data. Springer, 2006.
12. Liu, Bing. 2010. Sentiment analysis and subjectivity. Handbook of Natural Language Processing, second edition, 2010.
13. Mei, Qiaozhu, Ling Xu, Matthew Wondra, Hang Su and Cheng Xiang Zhai. 2007. Topic Sentiment Mixture: Modeling Facets and Opinions in Weblogs. In Proceedings of WWW, pages 171-180, 2007. (Pubitemid 47582249)
14. Pang, Bo., Lillian Lee. 2008. Opinion Mining and Sentiment Analysis. Foundations and Trends in Information Retrieval pp. 1-135 2008.
15. Pantel, Patrick., Eric Crestan, Arkady Borkovsky, Ana-Maria Popescu, Vishunu Vyas. 2009. Web-Scale Distributional Similarity and Entity Set Expansion. In Proceedings of. EMNLP, 2009.
16. Popescu, Ana-Maria and Oren, Etzioni. 2005. Extracting product features and opinions from reviews. In Proceedings of EMNLP, 2005.
17. Qiu, Guang., Bing, Liu., Jiajun Bu and Chun Chen. 2009. Expanding Domain Sentiment Lexicon through Double Propagation. In Proceedings of IJCAI 2009.
18. Rabiner, Lawrenence. 1989. A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition. In Proceedings of the IEEE, 77(2), 1989.
19. Riloff, Ellen. 1993. Automatically Constructing a Dictionary for Information Extraction Tasks. In Proceedings of AAAI 1993.
20. Scaffidi, Christopher., Kevin Bierhoff, Eric Chang, Mikhael Felker, Herman Ng and Chun Jin. 2007. Red opal: Product-feature Scoring from Reviews. In Proceedings of EC 2007.
21. Stoyanov, Veselin and Claire Cardie. 2008. Topic Identification for Fine-grained Opinion Analysis. In Proceedings of COLING 2008.
22. Su, Qi., Xinying Xu., Honglei Guo, Zhili Guo, Xian Wu, Xiaoxun Zhang, Bin Swen and Zhong Su. 2008. Hidden Sentiment Association in Chinese Web Opinion Mining. In Proceedings of WWW 2008.
23. Wang, Bo., Houfeng Wang. 2008. Bootstrapping both Product Features and Opinion Words from Chinese Customer Reviews with Cross-Inducing In Proceedings of IJCNLP 2008.
24. Wilson, Theresa., Janyce Wiebe and Paul Hoffmann. 2005. Recognizing Contextual Polarity in Phrase-Level Sentiment Analysis. In Proceedings of HLT/EMNLP 2005.
25. Wong, Tak-Lam., Wai Lam and Tik-Sun Wong. 2008. An Unsupervised Framework for Extracting and Normalizing Product Attributes from Multiple Web Sites In Proceedings of SIGIR 2008.
26. Zhuang, Li., Feng Jing, Xiao-yan Zhu. 2006. Movie Review Mining and Summarization. In Proceedings of CIKM 2006.