Emotion sensitive news agent: An approach towards user centric emotion sensing from the news

Shaikh Mostafa Al Masum, Helmut Prendinger, Mitsuru Ishizuka

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

23 Citations (Scopus)

Abstract

This paper describes a character-based system called "Emotion Sensitive News Agent" (ESNA). ESNA is been developed as a news aggregator to fetch news from different news sources chosen by a user, and to categorize the themes of the news into eight emotion types. A small user study indicates that the system is conceived as intelligent and interesting as an affective interface. ESNA exemplifies a recent research agenda that aims at recognizing affective information conveyed through texts. News is an interesting application domain where user may have marked attitudes to certain events or entities reported about. Different approaches have already been employed to "sense" emotion from text. The novelty of our approach is twofold: affective information conveyed through text is analyzed (1) by considering the cognitive and appraisal structure of emotions, and (2) by taking into account user preferences.

Original languageEnglish
Title of host publicationProceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, WI 2007
Pages614-620
Number of pages7
DOIs
Publication statusPublished - 2007
Externally publishedYes
EventIEEE/WIC/ACM International Conference on Web Intelligence, WI 2007 - Silicon Valley, CA
Duration: 2007 Nov 22007 Nov 5

Other

OtherIEEE/WIC/ACM International Conference on Web Intelligence, WI 2007
CitySilicon Valley, CA
Period07/11/207/11/5

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications

Cite this

Al Masum, S. M., Prendinger, H., & Ishizuka, M. (2007). Emotion sensitive news agent: An approach towards user centric emotion sensing from the news. In Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, WI 2007 (pp. 614-620). [4427161] https://doi.org/10.1109/WI.2007.4427161