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

Shaikh Mostafa Al Masum, Helmut Prendinger, Mitsuru Ishizuka

研究成果: Conference contribution

22 引用 (Scopus)

抄録

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.

元の言語English
ホスト出版物のタイトルProceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, WI 2007
ページ614-620
ページ数7
DOI
出版物ステータスPublished - 2007
外部発表Yes
イベントIEEE/WIC/ACM International Conference on Web Intelligence, WI 2007 - Silicon Valley, CA
継続期間: 2007 11 22007 11 5

Other

OtherIEEE/WIC/ACM International Conference on Web Intelligence, WI 2007
Silicon Valley, CA
期間07/11/207/11/5

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications

これを引用

Al Masum, S. M., Prendinger, H., & Ishizuka, M. (2007). Emotion sensitive news agent: An approach towards user centric emotion sensing from the news. : 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

Emotion sensitive news agent : An approach towards user centric emotion sensing from the news. / Al Masum, Shaikh Mostafa; Prendinger, Helmut; Ishizuka, Mitsuru.

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, WI 2007. 2007. p. 614-620 4427161.

研究成果: Conference contribution

Al Masum, SM, Prendinger, H & Ishizuka, M 2007, Emotion sensitive news agent: An approach towards user centric emotion sensing from the news. : Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, WI 2007., 4427161, pp. 614-620, IEEE/WIC/ACM International Conference on Web Intelligence, WI 2007, Silicon Valley, CA, 07/11/2. https://doi.org/10.1109/WI.2007.4427161
Al Masum SM, Prendinger H, Ishizuka M. Emotion sensitive news agent: An approach towards user centric emotion sensing from the news. : Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, WI 2007. 2007. p. 614-620. 4427161 https://doi.org/10.1109/WI.2007.4427161
Al Masum, Shaikh Mostafa ; Prendinger, Helmut ; Ishizuka, Mitsuru. / Emotion sensitive news agent : An approach towards user centric emotion sensing from the news. Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, WI 2007. 2007. pp. 614-620
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