Recognition of affect conveyed by text messaging in online communication

Alena Neviarouskaya, Helmut Prendinger, Mitsuru Ishizuka

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Pages141-150
Number of pages10
Volume4564 LNCS
Publication statusPublished - 2007
Externally publishedYes
Event2nd International Conference on Online Communities and Social Computing, OCSC 2007 - Beijing
Duration: 2007 Jul 222007 Jul 27

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4564 LNCS
ISSN (Print)03029743
ISSN (Electronic)16113349

Other

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

Fingerprint

Natural language processing systems
Text messaging
Natural Language Processing
Text Messaging
Social Behavior
Cues
Emotions
Language
Computer-mediated Communication
Communication
Abbreviation
Avatar
Interactivity
Expressiveness
Parsing
Processing
Systems Analysis
Natural Language
Cover
Recognition (Psychology)

Keywords

  • Affective computing
  • Affective user interface
  • Avatar
  • Emotions
  • Language parsing and understanding
  • Online communication
  • Text analysis

ASJC Scopus subject areas

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

Cite this

Neviarouskaya, A., Prendinger, H., & Ishizuka, M. (2007). Recognition of affect conveyed by text messaging in online communication. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 4564 LNCS, pp. 141-150). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4564 LNCS).

Recognition of affect conveyed by text messaging in online communication. / Neviarouskaya, Alena; Prendinger, Helmut; Ishizuka, Mitsuru.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 4564 LNCS 2007. p. 141-150 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4564 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neviarouskaya, A, Prendinger, H & Ishizuka, M 2007, Recognition of affect conveyed by text messaging in online communication. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 4564 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4564 LNCS, pp. 141-150, 2nd International Conference on Online Communities and Social Computing, OCSC 2007, Beijing, 07/7/22.
Neviarouskaya A, Prendinger H, Ishizuka M. Recognition of affect conveyed by text messaging in online communication. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 4564 LNCS. 2007. p. 141-150. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
Neviarouskaya, Alena ; Prendinger, Helmut ; Ishizuka, Mitsuru. / Recognition of affect conveyed by text messaging in online communication. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 4564 LNCS 2007. pp. 141-150 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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