Emotion classification of online news articles from the reader's perspective

Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008

Volumn , Issue , 2008, Pages 220-226

  Lin, Kevin Hsin Yih ^a   Yang, Changhua ^a   Chen, Hsin Hsi ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION PERFORMANCE; CLASSIFICATION RESULTS; CLASSIFIER MODELS; EMOTION CLASSIFICATIONS; EMOTIONAL STATE; FEATURE COMBINATIONS; ONLINE NEWS; WEB SEARCH ENGINES;

CLASSIFIERS; INFORMATION RETRIEVAL; LEARNING SYSTEMS; SEARCH ENGINES; WORLD WIDE WEB;

INFORMATION RETRIEVAL SYSTEMS;

EID: 62949113529     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WIIAT.2008.197     Document Type: Conference Paper

References (11)

1. H. Cui, V. Mittal, and M. Datar. Comparative Experiments on Sentiment Classification for Online Product Reviews. In Proc. of 21st Conference of the American Association for Artificial Intelligence. AAAI, Boston, US, 2006.
2. G. M. Foody. Thematic Map Comparison: Evaluating the Statistical Significance of Differences in Classification Accuracy. Photogrammetric Engineering & Remote Sensing, 70(5): 627-633, 2004.
3. Y. Hu, J. Duan, X. Chen, B. Pei, and R. Lu. A New Method for Sentiment Classification in Text Retrieval. In Proc. of 2nd International Joint Conference on Natural Language Processing, 1-9. Jeju Island, KR, 2005.
4. S.-M. Kim and E. Hovy. Determining the Sentiment of Opinions. In Proc. of 20th International Conference on Computational Linguistics. ACL, Geneva, CH, 2004.
5. K. H. Lin, C. Yang, and H.-H. Chen. What Emotions do News Articles Trigger in their Readers? In Proc. of 30th ACM SIGIR Conference, 733-734. Association for Computing Machinery, Amsterdam, NL, 2007.
6. G. Mishne. Experiments with Mood Classification in Blog Posts. In Proc. of Style 2005 in 28th ACM SIGIR Conference. Salvador, BR, 2005.
7. T. Mullen and N. Collier. Sentiment Analysis Using Support Vector Machines with Diverse Information Sources. In Proc. of 2004 Conference on Empirical Methods in Natural Language Processing. ACL, Barcelon, ES, 2004.
8. B. Pang, L. Lee, and S. Vaithyanathan. Thumbs up? Sentiment Classification Using Machine Learning Techniques. In Proc. of 2002 Conference on Empirical Methods in Natural Language Processing, 79-86. ACL, Philadelphia, US, 2002.
9. B. Schölkopf, A. J. Smola, R. C. Williamson, and P. L. Barlett. New Support Vector Algorithms. Neural Computation, 12(5), 1207-1245,2000.
10. J. M. Wiebe. Learning Subjective Adjectives from Corpora. In Proc. of 17th Conference of the American Association for Artificial Intelligence, 735-740. AAAI, Austin, US, 2000.
11. C. Yang, K. H. Lin, and H.-H. Chen. Building Emotion Lexicon from Weblog Corpora. In Proc. of 45th Annual Meeting of Association for Computational Linguistics, 133-136. ACL, Prague, CZ, 2007.