Personality Shaping: A Prescriptive Approach Based on Virtual-Real Human Interaction
文献类型：期刊论文
| 作者 | Ye, Peijun1 ; Wang, Fei-Yue2,3
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| 刊名 | IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
 |
| 出版日期 | 2024-08-02 |
| 页码 | 10 |
| 关键词 | Digital humans Task analysis Computational modeling Psychology Data preprocessing Cognition Data models Digital human human-machine cooperation personality |
| ISSN号 | 2168-2216 |
| DOI | 10.1109/TSMC.2024.3431881 |
| 通讯作者 | Wang, Fei-Yue(feiyue@ieee.org) |
| 英文摘要 | The era has been witnessing our entering into a more professional and cooperative society and also a bloom of various digital humans that help us complete more challenging industrial work than ever. As a major human-machine communication channel, virtual-real interaction between digital and real humans is an efficient way to adjust the mismatch between specialized tasks and participants with unsuitable personalities, elevating the overall performance of such human participated systems. This article proposes a new paradigm for temporary personality shaping by prescriptively interacting the human operator/user with his "digital assistant" in cyber space. As a first proposed personality shaping with AI-aided approach, the new paradigm involves digital human modeling with uncertain personality, computational experiments on personality evolution, and prescriptive interaction with user counterpart. By iteratively and repeatedly executing the three steps, the personality of human participants is gradually tailored and prescribed so that he can well undertake specific tasks. Experiments based on online social media data and human-machine shared driving have indicated that our new personality shaping paradigm is feasible and effective in performing representative tasks. |
| 资助项目 | National Natural Science Foundation of China[62076237] ; National Natural Science Foundation of China[T2192933] ; Youth Innovation Promotion Association of Chinese Academy of Sciences[2021130] |
| WOS研究方向 | Automation & Control Systems ; Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:001283792900001 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 资助机构 | National Natural Science Foundation of China ; Youth Innovation Promotion Association of Chinese Academy of Sciences |
| 源URL | [http://ir.ia.ac.cn/handle/173211/59409]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
| 通讯作者 | Wang, Fei-Yue |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, State Key Lab Multimodal Artificial Intelligence S, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 3.Macau Univ Sci & Technol, Inst Engn, Macau, Peoples R China |
| 推荐引用方式 GB/T 7714 | Ye, Peijun,Wang, Fei-Yue. Personality Shaping: A Prescriptive Approach Based on Virtual-Real Human Interaction[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2024:10. |
| APA | Ye, Peijun,&Wang, Fei-Yue.(2024).Personality Shaping: A Prescriptive Approach Based on Virtual-Real Human Interaction.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,10. |
| MLA | Ye, Peijun,et al."Personality Shaping: A Prescriptive Approach Based on Virtual-Real Human Interaction".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2024):10. |
入库方式： OAI收割
来源：自动化研究所
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