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  1. 学術雑誌掲載済論文
  2. 洋雑誌

FromWords to Emoticons: Deep Emotion Recognition in Text and Its Wider Implications

https://kitami-it.repo.nii.ac.jp/records/8883
https://kitami-it.repo.nii.ac.jp/records/8883
6b53bf57-4bad-4e79-a62b-95c88fc6a54b
名前 / ファイル ライセンス アクション
International International Journal of Computational Linguistics Research_9(1)_10-26 (199.0 kB)
Item type 学術雑誌論文 / Journal Article(1)
公開日 2020-01-16
タイトル
言語 en
タイトル FromWords to Emoticons: Deep Emotion Recognition in Text and Its Wider Implications
言語
言語 eng
キーワード
言語 en
主題Scheme Other
主題 Emotion Recognition
キーワード
言語 en
主題Scheme Other
主題 Affective Computing
キーワード
言語 en
主題Scheme Other
主題 Lexical Approach
キーワード
言語 en
主題Scheme Other
主題 Emoticons
資源タイプ
資源 http://purl.org/coar/resource_type/c_6501
タイプ journal article
アクセス権
アクセス権 open access
アクセス権URI http://purl.org/coar/access_right/c_abf2
著者 Rafal, Rzepka

× Rafal, Rzepka

WEKO 89626

en Rafal, Rzepka

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Takizawa, Mitsuru

× Takizawa, Mitsuru

WEKO 90347

en Takizawa, Mitsuru

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Vallverdu, Jordi

× Vallverdu, Jordi

WEKO 90348

en Vallverdu, Jordi

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PTASZYNSKI, Michal

× PTASZYNSKI, Michal

WEKO 11612

en PTASZYNSKI, Michal

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Dybala, Pawel

× Dybala, Pawel

WEKO 90350

en Dybala, Pawel

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Araki, Kenji

× Araki, Kenji

WEKO 90351

en Araki, Kenji

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著者別名
姓名 プタシンスキ, ミハウ
言語 ja
抄録
内容記述タイプ Abstract
内容記述 This paper summarizes several lexical methods for more comprehensive affect recognition in text using an example of typed utterances. We introduce a set of algorithms that are capable of recognizing emotions of user’s statements in order to achieve more effective and smoother human-machine conversation. Aspects often neglected by existing systems working with Japanese language, e.g. compound sentences, double negation sentences, modifiers as adverbs and emoticons were combined and their higher effectiveness in recognizing affect in more complicated sentences was confirmed through evaluation experiments. The results are introduced together with separate analysis of emoticons’ influence on emotional load. We also discuss importance of predicting human emotions not only in the field of human-computer interaction but also its meaning for developing ethical chatbots.
言語 en
書誌情報 en : International Journal of Computational Linguistics Research

巻 9, 号 1, p. 10-26, 発行日 2018-03
ISSN
収録物識別子タイプ EISSN
収録物識別子 0976-416X
出版者
出版者 DLINE
著者版フラグ
値 publisher
出版タイプ
出版タイプ VoR
出版タイプResource http://purl.org/coar/version/c_970fb48d4fbd8a85
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