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Please use this identifier to cite or link to this item: http://hdl.handle.net/10119/15294

Title: Towards Developing Dialogue Systems with Entertaining Conversations
Authors: Trieu, Hai-Long
Iida, Hiroyuki
Bao, Nhien Pham Hoang
Nguyen, Le-Minh
Keywords: Dialogue Systems
Game Refinement
Goal-driven Dialogue Systems
Entertaining Conversation
Issue Date: 2017
Publisher: SCITEPRESS - Science and Technology Publications
Magazine name: Proceedings of the 9th International Conference on Agents and Artificial Intelligence (ICAART 2017)
Volume: 2
Start page: 511
End page: 518
DOI: 10.5220/0006192105110518
Abstract: This paper explores a novel approach to developing a dialogue system that is able to make entertaining conversations with users. It proposes a method to improve the current goal-driven dialogue systems which supportusers for specific tasks while satisfying users’goals with entertaining conversations. It then develops a dialoguesystem in which a set of features are considered to generate entertaining conversations, while reasonably prolonging the original too short dialogue. The game refinement measure is employed for the assessment of attractiveness since the conversations in dialogue systems can be seen as the process by which a player creates shoots or moves to win a game. The dialogues generated by the proposed method are evaluated by human subjects. The results confirm the effectiveness of the proposed method. The present idea can be a promising way to realize dialogue systems with entertaining conversations although further investigations are needed.
Rights: Copyright (C) 2017 SCITEPRESS - Science and Technology Publications. Hai-Long Trieu, Hiroyuki Iida, Nhien Pham Hoang Bao, Le-Minh Nguyen, Proceedings of the 9th International Conference on Agents and Artificial Intelligence (ICAART 2017), 2, 2017, 511-518. http://dx.doi.org/10.5220/0006192105110518
URI: http://hdl.handle.net/10119/15294
Material Type: publisher
Appears in Collections:b11-1. 会議発表論文・発表資料 (Conference Papers)

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