Presentation 2001/11/29
Constructing Rule-base toward Deep Understanding of Task-Oriented Dialogues by Emotions
Masato TOKUHISA, Ikue NAKANO, Tomoyuki YAMASHITA, Naoyuki OKADA,
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Abstract(in English) This paper discusses a method to construct rule-base for reasoning about emotions of dialogue participants in invitatory dialogue. First, reasoning processes about emotions are described on dialogue corpus. The tags of the corpus represent mental states of the invitee of the dialogue, and the reason why the corpus builder annotates tags. The constructer of the rules refers the reason annotation and makes if-then rules that reason mental states. As the result of six dialogues analysis, 118 reasoning rules were made. Next, the rule-base is validated. For instance, we evaluate the recall of the corpus referred in order to construct rule-base and the recall of the corpus of the same six dialogues built by another person. Both recalls were over 70%. Finally, the rule-base was applied for dialogue planning, and our several target dialogues were generated. Thus, we could construct the rule-base to reason about emotions of a dialogue participant.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) emotion / dialogue / corpura / emotion tag / reasoning rule / agent
Paper # TL2001-25
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Committee TL
Conference Date 2001/11/29(1days)
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Registration To Thought and Language (TL)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Constructing Rule-base toward Deep Understanding of Task-Oriented Dialogues by Emotions
Sub Title (in English)
Keyword(1) emotion
Keyword(2) dialogue
Keyword(3) corpura
Keyword(4) emotion tag
Keyword(5) reasoning rule
Keyword(6) agent
1st Author's Name Masato TOKUHISA
1st Author's Affiliation Department of Artificial Intelligence, Kyushu Institute of Technology()
2nd Author's Name Ikue NAKANO
2nd Author's Affiliation Department of Artificial Intelligence, Kyushu Institute of Technology
3rd Author's Name Tomoyuki YAMASHITA
3rd Author's Affiliation Department of Artificial Intelligence, Kyushu Institute of Technology
4th Author's Name Naoyuki OKADA
4th Author's Affiliation Department of Artificial Intelligence, Kyushu Institute of Technology
Date 2001/11/29
Paper # TL2001-25
Volume (vol) vol.101
Number (no) 484
Page pp.pp.-
#Pages 8
Date of Issue