Presentation 2010-01-25
Rough conditions of causality for emotional pattern dictionary
Koji TAKIGAWA, Masato TOKUHISA, Jin'ichi MURAKAMI, Satoru IKEHARA,
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Abstract(in English) In this paper, we build an emotional pattern dictionary for emotion reasoning from sentences. In the previous work, the pattern dictionary was built with referring A-Japanese-Lexicon by focusing emotional causality. However, it is a problem that the emotion reasoning outputs too much emotions. Therefore, we improve the dictionary by adding rough conditions, which mean closing or separating relation among people and/or objects/events in order to reduce the difference of the meaning of pattern from the causality of emotion. As the results of the improvement for 11,712 patterns, we confirmed that 23% of patterns don't require the conditions, 60% of ones are successfully covered by the conditions, and patterns requiring the different conditions are only 17%.
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Keyword(in English) emotional attribute / valency / pattern dictionary / emotion reasoning / causality of emotion arousal
Paper # NLC2009-40
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Committee NLC
Conference Date 2010/1/18(1days)
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Registration To Natural Language Understanding and Models of Communication (NLC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Rough conditions of causality for emotional pattern dictionary
Sub Title (in English)
Keyword(1) emotional attribute
Keyword(2) valency
Keyword(3) pattern dictionary
Keyword(4) emotion reasoning
Keyword(5) causality of emotion arousal
1st Author's Name Koji TAKIGAWA
1st Author's Affiliation Graduate School of Engineering, Tottori University()
2nd Author's Name Masato TOKUHISA
2nd Author's Affiliation Graduate School of Engineering, Tottori University
3rd Author's Name Jin'ichi MURAKAMI
3rd Author's Affiliation Graduate School of Engineering, Tottori University
4th Author's Name Satoru IKEHARA
4th Author's Affiliation Graduate School of Engineering, Tottori University
Date 2010-01-25
Paper # NLC2009-40
Volume (vol) vol.109
Number (no) 390
Page pp.pp.-
#Pages 6
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