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Authors: Hai-Long Trieu ; Hiroyuki Iida ; Nhien Pham Hoang Bao and Le-Minh Nguyen

Affiliation: Japan Advanced Institute of Science and Technology, Japan

Keyword(s): Dialogue Systems, Game Refinement, Goal-driven Dialogue Systems, Entertaining Conversation.

Related Ontology Subjects/Areas/Topics: Agents ; Applications ; Artificial Intelligence ; Conversational Agents ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Natural Language Processing ; Pattern Recognition ; Symbolic Systems

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 support users for specific tasks while satisfying users’ goals with entertaining conversations. It then develops a dialogue system 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.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Trieu, H.; Iida, H.; Pham Hoang Bao, N. and Nguyen, L. (2017). Towards Developing Dialogue Systems with Entertaining Conversations. In Proceedings of the 9th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-220-2; ISSN 2184-433X, SciTePress, pages 511-518. DOI: 10.5220/0006192105110518

@conference{icaart17,
author={Hai{-}Long Trieu. and Hiroyuki Iida. and Nhien {Pham Hoang Bao}. and Le{-}Minh Nguyen.},
title={Towards Developing Dialogue Systems with Entertaining Conversations},
booktitle={Proceedings of the 9th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2017},
pages={511-518},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006192105110518},
isbn={978-989-758-220-2},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 9th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - Towards Developing Dialogue Systems with Entertaining Conversations
SN - 978-989-758-220-2
IS - 2184-433X
AU - Trieu, H.
AU - Iida, H.
AU - Pham Hoang Bao, N.
AU - Nguyen, L.
PY - 2017
SP - 511
EP - 518
DO - 10.5220/0006192105110518
PB - SciTePress

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