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Continuous Interaction Data Acquisition and Evaluation: A Process Applied within a Smart, Robot Inhabited Apartment

Published:01 March 2018Publication History

ABSTRACT

Intelligent agents need to perceive and correctly interpret the social signals of their interaction partners. In order to support the development of these skills, we establish a process of long-term data acquisition, annotation and continuous model evaluation. We facilitate automatic recording and annotation of unconstrained, multicentric interactions in a smart environment. Finally, we simplify manual ground truth annotation and allow continuous evaluation of our recognition models on a growing set of interactions.

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  1. Continuous Interaction Data Acquisition and Evaluation: A Process Applied within a Smart, Robot Inhabited Apartment

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          • Published in

            cover image ACM Conferences
            HRI '18: Companion of the 2018 ACM/IEEE International Conference on Human-Robot Interaction
            March 2018
            431 pages
            ISBN:9781450356152
            DOI:10.1145/3173386

            Copyright © 2018 Owner/Author

            Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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            Association for Computing Machinery

            New York, NY, United States

            Publication History

            • Published: 1 March 2018

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            Acceptance Rates

            HRI '18 Paper Acceptance Rate49of206submissions,24%Overall Acceptance Rate192of519submissions,37%
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