Are emotions enumerable or decomposable? And its implications for emotion processing

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

2 Citations (Scopus)

Abstract

Emotion is a complicated concept, and can be represented in different ways. In this paper, we discuss two kinds of emotion representations: the enumerative representation and the compositional representation. Compared to the enumerative representation, the compositional representation is the less rigid description of an emotion. However, from the perspective of emotion classification and detection, different representations often correspond to different emotion processing task. In the enumerative representation, emotion processing can be considered as single-label classification (detecting one and only one label); in the compositional representation, the task turns into the detection of a vector. In this paper, we explore the impact of these emotion representations in emotion processing, including the trade-off of these representations and the selection of technologies to process emotion. M. Lee, and Chu-Ren Huang.
Original languageEnglish
Title of host publicationPACLIC 23 - Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation
Pages92-100
Number of pages9
Volume1
Publication statusPublished - 1 Dec 2009
Event23rd Pacific Asia Conference on Language, Information and Computation, PACLIC 23 - Hong Kong, Hong Kong
Duration: 3 Dec 20095 Dec 2009

Conference

Conference23rd Pacific Asia Conference on Language, Information and Computation, PACLIC 23
CountryHong Kong
CityHong Kong
Period3/12/095/12/09

Keywords

  • Emotion
  • Emotion classification
  • Emotion processing
  • Multi-label classification

ASJC Scopus subject areas

  • Language and Linguistics
  • Computer Science (miscellaneous)

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