Construction of a blog emotion corpus for Chinese emotional expression analysis

EMNLP 2009 - Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: A Meeting of SIGDAT, a Special Interest Group of ACL, Held in Conjunction with ACL-IJCNLP 2009

Volumn , Issue , 2009, Pages 1446-1454

  Quan, Changqin ^a   Ren, Fuji ^a  

^a UNIVERSITY OF TOKUSHIMA   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BLOGS; NATURAL LANGUAGE PROCESSING SYSTEMS;

EMOTION ANALYSIS; EMOTION CORPORA; EMOTION EXPRESSION; EMOTION INTENSITY; EMOTIONAL EXPRESSIONS; EMOTIONAL WORDS; LINGUISTIC EXPRESSIONS; MANUAL ANNOTATION;

LINGUISTICS;

EID: 79955162007     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1699648.1699691     Document Type: Conference Paper

References (22)

1. Alena Neviarouskaya, Helmut Prendinger, Mitsuru Ishizuka. 2007. Textual Affect Sensing for Social and Expressive Online Communication. Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction, pp. 218-229.
2. Bethard, Steven, Hong Yu, Ashley Thornton, Vasileios Hatzivassiloglou, and Dan Jurafsky. 2004. Automatic Extraction of Opinion Propositions and their Holders. AAAI Spring Symposium on Exploring Attitude and Affect in Text: Theories and Applications, pp. 133-136.
3. Changhua Yang, Kevin Hsin-Yih Lin, Hsin-Hsi Chen. 2007. Building Emotion Lexicon from Weblog Corpora. Proceedings of the ACL 2007 Demo and Poster Sessions, pp. 133-136.
4. Cecilia Ovesdotter Alm, Dan Roth, Richard Sproat. 2005. Emotions from text: Machine learning for text-based emotion prediction. Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, pp. 579-586, Vancouver, British Columbia, Canada.
5. Fuji Ren. 2009. Affective Information Processing and Recognizing Human Emotion. Electronic Notes in Theoretical Computer Science, 225: 39-50.
6. Gilad Mishne. 2005. Emotions from text: Machine learning for text-based emotion prediction. Proceedings of Style2005 in SIGIR'05, pp. 15-19.
7. Gilad Mishne and Maarten de Rijke. 2006. Capturing global mood levels using blog posts. AAAI 2006 Spring Symposium on Computational Approaches to Analysing Weblogs, pp.145-152.
8. Gilly Leshed and Joseph Kaye. 2006. Understanding how bloggers feel: recognizing affect in blog posts. Conference on Human Factors in Computing Systems CHI '06 extended abstracts on Human factors in computing systems, pp. 1019-1024.
9. Janyce Wiebe, Theresa Wilson, Claire Cardie. 2005. Annotating expressions of opinions and emotions in language. Language Resources and Evaluation. 39: 164-210.
10. Jean Carletta. 1996. Assessing Agreement on Classification Tasks: The Kappa Statistic. Computational Linguistics. 22(2):249-254.
11. Kazuyuki Matsumoto, Fuji Ren, Shingo Kuroiwa. 2006. Emotion Estimation System based on Emotion Occurrence Sentence Pattern. Computational Intelligence, Lecture Notes in Computer Sciences, pp.902-911.
12. Kevin Hsin-Yih Lin, Changhua Yang, Hsin-Hsi Chen. 2007. What emotions do news articles trigger in their readers? Annual ACM Conference on Research and Development in Information Retrieval, pp. 733-734.
13. Krisztian Balog. Gilad Mishne. Maarten de Rijke. 2006. Why are they excited? identifying and explaining spikes in blog mood levels. Proceedings 11th Meeting of the European Chapter of the Association for Computational Linguistics, pp. 207-210.
14. Ortony, Andrew, Gerald L. Clore, and Mark A. Foss. 1987. The referential structure of the affective lexicon. Cognitive Science, 11: 341-364.
15. Rada Mihalcea and Hugo Liu. 2006. A corpus-based approach to finding happiness. Proceedings of the AAAI Spring Symposium on Computational, pp. 139-144.
16. Rosalind Picard. 1997. Affective Computing. The MIT Press, MA, USA.
17. Ryoko Tokuhisa, Kentaro. Inui, and Yuji. Matsumoto. 2008. Emotion Classification Using Massive Examples Extracted from the Web. Proceedings of COLING 2008, pp. 881-888.
18. Saima Aman and Stan Szpakowicz. 2007. Identifying Expressions of Emotion in Text. Lecture Notes in Computer Science. 4629: 196-205.
19. Soo-Min Kim and Eduard Hovy. 2005. Identifying Opinion Holders for Question Answering in Opinion Texts. Proceedings of AAAI-05 Workshop on Question Answering in Restricted Domains, pp. 1367-1373.
20. Yejin Choi, Claire Cardie, Ellen Riloff, and Siddharth Patwardhan. 2005. Identifying Sources of Opinions with ConditionalRandom Fields and Extraction Patterns. Proceedings of HLT/EMNLP-05, pp. 355-362.
21. Yuchul Jung, Hogun Park, Sung Hyon Myaeng. 2006. A Hybrid Mood Classification Approach for Blog Text. Lecture Notes in Computer Science, pp.1099-1103.
22. Yuchul Jung, Yoonjung Choi, Sung-Hyon Myaeng. 2007. Determining Mood for a Blog by Combining Multiple Sources of Evidence. IEEE/WIC/ACM International Conference on Web Intelligence, pp. 271-274.