Development of Speech Dialogue Systems for Social AI in Cooperative Game Environments
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Suh, Jaeyoung | - |
dc.contributor.author | Bennett, Casey C. | - |
dc.contributor.author | Weiss, Benjamin | - |
dc.contributor.author | Yoon, Eunseo | - |
dc.contributor.author | Jeong, Jihong | - |
dc.contributor.author | Chae, Yejin | - |
dc.date.accessioned | 2022-07-06T14:44:51Z | - |
dc.date.available | 2022-07-06T14:44:51Z | - |
dc.date.created | 2022-06-03 | - |
dc.date.issued | 2021-08 | - |
dc.identifier.issn | 2640-821X | - |
dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/141217 | - |
dc.description.abstract | There is increasing interest in developing more human-like artificial intelligence (AI) capable of natural social interaction. Previous research has suggested ideas about what it means to be "life-like" AI, and some studies have attempted to test these hypotheses using game environments. In this paper, we introduce the development of the Speech Dialogue System for a "Social AI", which communicates and interacts autonomously with a human player in cooperative game environments (in this case a social survival game called "Don't Starve Together"). Based on our hypothesis that the AI should contain specific components to be perceived as more human-like, we conducted a series of pilot tests to develop the Social AI using a data-driven approach. After finishing the pilot tests, we identified six components to add or revise, based on participant interactions and feedback. These components mainly include features of the Speech Dialogue System that pertain to the interplay of AI behavior with contextual factors of the social environment ("the game state"). In future work, we intend to improve the Social AI based on these findings. The research here highlights the use of cooperative game environments for data-driven development of speech dialogue systems for artificial agents. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | IEEE | - |
dc.title | Development of Speech Dialogue Systems for Social AI in Cooperative Game Environments | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Bennett, Casey C. | - |
dc.identifier.doi | 10.1109/TENSYMP52854.2021.9550859 | - |
dc.identifier.scopusid | 2-s2.0-85115117270 | - |
dc.identifier.wosid | 000786502700047 | - |
dc.identifier.bibliographicCitation | 2021 IEEE REGION 10 SYMPOSIUM (TENSYMP), pp.1 - 4 | - |
dc.relation.isPartOf | 2021 IEEE REGION 10 SYMPOSIUM (TENSYMP) | - |
dc.citation.title | 2021 IEEE REGION 10 SYMPOSIUM (TENSYMP) | - |
dc.citation.startPage | 1 | - |
dc.citation.endPage | 4 | - |
dc.type.rims | ART | - |
dc.type.docType | Proceedings Paper | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.subject.keywordPlus | Artificial intelligence | - |
dc.subject.keywordPlus | Computer games | - |
dc.subject.keywordPlus | Game theory | - |
dc.subject.keywordPlus | Speech processing | - |
dc.subject.keywordPlus | Virtual reality | - |
dc.subject.keywordPlus | Human computer interaction | - |
dc.subject.keywordPlus | Cooperative game | - |
dc.subject.keywordPlus | Game environment | - |
dc.subject.keywordPlus | Human like | - |
dc.subject.keywordPlus | Pilot tests | - |
dc.subject.keywordPlus | Social cognition | - |
dc.subject.keywordPlus | Social games | - |
dc.subject.keywordPlus | Social interactions | - |
dc.subject.keywordPlus | Speech dialogue systems | - |
dc.subject.keywordPlus | Speech systems | - |
dc.subject.keywordPlus | Virtual avatar | - |
dc.subject.keywordAuthor | artificial intelligence | - |
dc.subject.keywordAuthor | human-computer interaction | - |
dc.subject.keywordAuthor | social cognition | - |
dc.subject.keywordAuthor | social games | - |
dc.subject.keywordAuthor | speech system | - |
dc.subject.keywordAuthor | virtual avatar | - |
dc.identifier.url | https://ieeexplore.ieee.org/document/9550859 | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
222, Wangsimni-ro, Seongdong-gu, Seoul, 04763, Korea+82-2-2220-1365
COPYRIGHT © 2021 HANYANG UNIVERSITY.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.