Recognition of affect conveyed by text messaging in online communication

Alena Neviarouskaya, Helmut Prendinger, Mitsuru Ishizuka

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

In this paper, we address the task of affect recognition from text messaging. In order to sense and interpret emotional information expressed through written language, rule-based affect analysis system employing natural language processing techniques was created. Since the purpose of our work is to improve social interactivity and affective expressiveness of computer-mediated communication, we decided to tailor the system to handle style and specifics of online conversations. Proposed algorithm for affect analysis covers symbolic cue processing, detection and transformation of abbreviations, sentence parsing, and word/phrase/sentence-level analyses. To realize visual reflection of textual affective information, we have designed an avatar displaying emotions, social behaviour, and natural idle movements.

本文言語English
ホスト出版物のタイトルLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ページ141-150
ページ数10
4564 LNCS
出版ステータスPublished - 2007
外部発表はい
イベント2nd International Conference on Online Communities and Social Computing, OCSC 2007 - Beijing
継続期間: 2007 7 222007 7 27

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
4564 LNCS
ISSN(印刷版)03029743
ISSN(電子版)16113349

Other

Other2nd International Conference on Online Communities and Social Computing, OCSC 2007
CityBeijing
Period07/7/2207/7/27

ASJC Scopus subject areas

  • Computer Science(all)
  • Biochemistry, Genetics and Molecular Biology(all)
  • Theoretical Computer Science

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