Automatically annotating a five-billion-word corpus of Japanese blogs for sentiment and affect analysis

Computer Speech and Language

Volumn 28, Issue 1, 2014, Pages 38-55

  Ptaszynski, Michal ^a   Rzepka, Rafal ^b   Araki, Kenji ^b   Momouchi, Yoshio ^c  

^a KITAMI INSTITUTE OF TECHNOLOGY   (Japan)

^b HOKKAIDO UNIVERSITY   (Japan)

^c HOKKAI GAKUEN UNIVERSITY   (Japan)

Author keywords

Affect analysis; Corpus annotation; Emotion corpora; Sentiment analysis

Indexed keywords

AFFECT ANALYSIS; AUTOMATIC ANNOTATION; CORPUS ANNOTATIONS; EMOTION CORPORA; OBJECT ONTOLOGY; POSITIVE/NEGATIVE; SENTIMENT ANALYSIS; TWO DIMENSIONAL MODEL;

DATA MINING;

BLOGS;

EID: 84885425325     PISSN: 08852308     EISSN: 10958363     Source Type: Journal    
DOI: 10.1016/j.csl.2013.04.010     Document Type: Article

References (31)

1. A. Abbasi, and H. Chen Affect intensity analysis of dark web forums Intelligence and Security Informatics 2007 282 288 (Pubitemid 47469253)
2. S. Aman, and S. Szpakowicz Identifying expressions of emotion in text Proceedings of the 10th International Conference on Text, Speech, and Dialogue (TSD-2007) Lecture Notes in Computer Science (LNCS), Springer-Verlag 2007
3. M. Anderson, and S.L. Anderson Robot be Good Scientific American October 2010 72 77
4. M. Baroni, and M. Ueyama Building general- and special-purpose corpora by web crawling Proceedings of the 13th NIJL International Symposium on Language Corpora: Their Compilation and Application 2006 www.tokuteicorpus.jp/result/pdf/ 2006-004.pdf
5. R.L. Birdwhistell Introduction to Kinesics: An Annotation System for Analysis of Body Motion and Gesture 1952 Univ. of Kentucky Press Louisville, Kentucky
6. B. Comrie, M. Haspelmath, and B. Bickel Leipzig glossing rules: conventions for interlinear morpheme-by-morpheme glosses Developed Jointly by: Department of Linguistics of the Max Planck Institute for Evolutionary Anthropology and Department of Linguistics of the University of Leipzig 2004 http://www.eva.mpg.de/lingua/resources/glossing-rules.php
7. D. Das, and S. Bandyopadhyay Labeling emotion in Bengali Blog Corpus - a fine grained tagging at sentence level Proceedings of the 8th Workshop on Asian Language Resources 2010 47 55
8. P. Ekman An argument for basic emotions Cognition and Emotion 6 1992 169 200
9. I.S. Erjavec, T. Erjavec, and A. Kilgarriff A web corpus and word sketches for Japanese Information and Media Technologies 3 3 2008 529 551
10. C. Hashimoto, S. Kurohashi, D. Kawahara, K. Shinzato, and M. Nagata Construction of a blog corpus with syntactic, anaphoric, and sentiment annotations Journal of Natural Language Processing 18 2 2011 175 201 (in Japanese)
11. I. Hiejima A Short Dictionary of Feelings and Emotions in English and Japanese 1995 Tokyodo Shuppan Tokyo
12. R. Komuda, M. Ptaszynski, Y. Momouchi, R. Rzepka, and K. Araki Machine moral development: moral reasoning agent based on wisdom of web-crowd and emotions International Journal of Computational Linguistics Research 1 3 2010 155 163
13. J. Maciejewski, M. Ptaszynski, and P. Dybala Developing a large-scale corpus for natural language processing and emotion processing research in Japanese Proceedings of the International Workshop on Modern Science and Technology (IWMST) 2010 192 195
14. K. Matsumoto, Y. Konishi, H. Sayama, and F. Ren Analysis of Wakamono Kotoba emotion corpus and its application in emotion estimation International Journal of Advanced Intelligence 3 1 2011 1 24
15. J. Minato, D.B. Bracewell, F. Ren, and S. Kuroiwa Statistical Analysis of a Japanese Emotion Corpus for Natural Language Processing 2006 LNCS 4114
16. G. Mishne Experiments with mood classification in blog posts The 1st Workshop on Stylistic Analysis of Text for Information Access at SIGIR 2005 August 2005
17. A. Nakamura Kanjo hyogen jiten [Dictionary of Emotive Expressions] 1993 Tokyodo Publishing Tokyo (in Japanese)
18. P.D. Turney, and M.L. Littman Unsupervised Learning of Semantic Orientation from a Hundred-Billion-Word Corpus 2002 National Research Council, Institute for Information Technology Technical Report ERB-1094 (NRC #44929)
19. L. Polanyi, and A. Zaenen Contextual valence shifters J.G. Shanahan, Y. Qu, J. Wiebe, Computing Attitude and Affect in Text 2006 Springer Verlag Dordrecht, The Netherlands 1 10
20. M. Ptaszynski, P. Dybala, R. Rzepka, and K. Araki Double standpoint evaluation method for affect analysis systems Proceedings of JSAI2008 2008 (Paper No. 2P 2-07)
21. M. Ptaszynski, P. Dybala, W. Shi, R. Rzepka, and K. Araki A system for affect analysis of utterances in Japanese supported with web mining Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 21 2 2009 30 49 (194-213)
22. M. Ptaszynski, P. Dybala, W. Shi, R. Rzepka, and K. Araki Towards context aware emotional intelligence in machines: computing contextual appropriateness of affective states Proceedings of Twenty-First International Joint Conference on Artificial Intelligence (IJCAI-09) Pasadena, CA, USA 2009 1469 1474
23. M. Ptaszynski, P. Dybala, R. Rzepka, and K. Araki Affecting corpora: experiments with automatic affect annotation system - a case study of the 2channel forum Proceedings of the Conference of the Pacific Association for Computational Linguistics (PACLING-09) 2009 223 228
24. M. Ptaszynski, J. Maciejewski, P. Dybala, R. Rzepka, and K. Araki CAO: a fully automatic emoticon analysis system Proc. of the 24th AAAI Conference on Artificial Intelligence (AAAI-10) 2010 1026 1032
25. M. Ptaszynski, R. Rzepka, K. Araki, and Y. Momouchi A robust ontology of emotion objects Proceedings of the Eighteenth Annual Meeting of the Association for Natural Language Processing (NLP-2012) 2012 719 722
26. M. Ptaszynski, R. Rzepka, K. Araki, and Y. Momouchi Annotating syntactic information on 5.5 billion word corpus of Japanese blogs Proceedings of the 18th Annual Meeting of the Association for Natural Language Processing (NLP-2012) 2012 385 388
27. C. Quan, and F. Ren A blog emotion corpus for emotional expression analysis in Chinese Computer Speech & Language 24 4 2010 726 749
28. J.A. Russell A circumplex model of affect Journal of Personality and Social Psychology 39 6 1980 1161 1178
29. R. Rzepka, and K. Araki What statistics could do for ethics? The idea of common sense processing based safety valve AAAI Fall Symposium on Machine Ethics 2005 85 87 (Technical Report FS-05-06)
30. J. Wiebe, T. Wilson, and C. Cardie Annotating expressions of opinions and emotions in language Language Resources and Evaluation 39 2-3 2005 165 210 (Pubitemid 43320361)
31. T. Wilson, and J. Wiebe Annotating attributions and private states Proceedings of the ACL Workshop on Frontiers in Corpus Annotation II 2005 53 60