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abstract

Selecting Popular Topics for Elderly People in Conversation-based Companion Agents

Published:02 March 2015Publication History

ABSTRACT

In aging societies, supporting elderly people is a critical issue, and companion agents that can function as a conversational partner are expected to provide social support to isolated older adults. Aiming at improving companionship dialogues with these agents, this study proposes a topic selection mechanism using blog articles written by the elderly. By categorizing the nouns extracted from blogs using Wikipedia, we defined 219 topic categories consisting of about 3,000 topic words that the elderly discuss in their daily life. The topic selection mechanism is implemented into a companion agent and used to generate the agent's utterances.

References

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      • Published in

        cover image ACM Conferences
        HRI'15 Extended Abstracts: Proceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction Extended Abstracts
        March 2015
        336 pages
        ISBN:9781450333184
        DOI:10.1145/2701973

        Copyright © 2015 Owner/Author

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        Association for Computing Machinery

        New York, NY, United States

        Publication History

        • Published: 2 March 2015

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        Acceptance Rates

        HRI'15 Extended Abstracts Paper Acceptance Rate92of102submissions,90%Overall Acceptance Rate192of519submissions,37%
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