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Hokkaido University Collection of Scholarly and Academic Papers >
Graduate School of Information Science and Technology / Faculty of Information Science and Technology >
Peer-reviewed Journal Articles, etc >
Towards Context Aware Emotional Intelligence in Machines : Computing Contextual Appropriateness of Affective States
| Title: | Towards Context Aware Emotional Intelligence in Machines : Computing Contextual Appropriateness of Affective States |
| Authors: | Ptaszynski, Michal Browse this author | | Dybala, Pawel Browse this author | | Shi, Wenhan Browse this author | | Rzepka, Rafal Browse this author →KAKEN DB | | Araki, Kenji Browse this author →KAKEN DB |
| Issue Date: | 2009 |
| Publisher: | AAAI |
| Journal Title: | Proceedings of the Twenty-First International Joint Conference on Artificial Intelligence (IJCAI-09) |
| Start Page: | 1469 |
| End Page: | 1474 |
| Abstract: | This paper presents a novel approach to the estimationof user’s affective states in Human-ComputerInteraction. Most of the present approaches divideemotions strictly between positive or negative.However, recent discoveries in the field of EmotionalIntelligence show that emotions should berather perceived as context-sensitive engagementswith the world. This leads to a need to specifywhether the emotions conveyed in a conversationare appropriate for a situation they are expressedin. In the proposed method we use a system foraffect analysis on textual input to recognize usersemotions and a Web mining technique to verify thecontextual appropriateness of those emotions. Onthis basis a conversational agent can choose to eithersympathize with the user or help them managetheir emotions. Finally, the results of evaluationof the proposed method with two different conversationalagents are discussed, and perspectives forfurther development of the method are proposed. |
| Conference Name: | International Joint Conference on Artificial Intelligence (IJCAI) |
| Conference Sequence: | 21 |
| Conference Place: | Pasadena, California |
| Type: | proceedings |
| URI: | http://hdl.handle.net/2115/64118 |
| Appears in Collections: | 情報科学院・情報科学研究院 (Graduate School of Information Science and Technology / Faculty of Information Science and Technology) > 雑誌発表論文等 (Peer-reviewed Journal Articles, etc)
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Submitter: RZEPKA Rafal
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