Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits
Andriella, Antonio1; Siqueira, Henrique2; Fu, Di2,3,4; Magg, Sven2; Barros, Pablo2; Wermter, Stefan2; Torras, Carme1; Alenya, Guillem1
刊名INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS
2020-10-22
页码22
关键词Robot personalities Human– human interaction Human– robot interaction
ISSN号1875-4791
DOI10.1007/s12369-020-00690-5
产权排序3
文献子类实证研究
英文摘要

Recent studies have revealed the key importance of modelling personality in robots to improve interaction quality by empowering them with social-intelligence capabilities. Most research relies on verbal and non-verbal features related to personality traits that are highly context-dependent. Hence, analysing how humans behave in a given context is crucial to evaluate which of those social cues are effective. For this purpose, we designed an assistive memory game, in which participants were asked to play the game obtaining support from an introvert or extroverted helper, whether from a human or robot. In this context, we aim to (i) explore whether selective verbal and non-verbal social cues related to personality can be modelled in a robot, (ii) evaluate the efficiency of a statistical decision-making algorithm employed by the robot to provide adaptive assistance, and (iii) assess the validity of the similarity attraction principle. Specifically, we conducted two user studies. In the human-human study (N=31), we explored the effects of helper's personality on participants' performance and extracted distinctive verbal and non-verbal social cues from the human helper. In the human-robot study (N=24), we modelled the extracted social cues in the robot and evaluated its effectiveness on participants' performance. Our findings showed that participants were able to distinguish between robots' personalities, and not between the level of autonomy of the robot (Wizard-of-Oz vs fully autonomous). Finally, we found that participants achieved better performance with a robot helper that had a similar personality to them, or a human helper that had a different personality.

资助项目German Research Foundation (DFG) ; National Natural Science Foundation of China (NSFC)[DFG TRR 169/NSFC 61621136008] ; European Union's Horizon 2020 research and innovation programme under the Marie Skl, odowskaCurie grant agreement SOCRATES[721619] ; European Union's Horizon 2020 under grant agreement CLOTHILDE[741930] ; Spanish Ministry of Science and Innovation HuMoUR[TIN2017-90086-R] ; Spanish State Research Agency through the Maria de Maeztu Seal of Excellence to IRI[MDM-20160656] ; CAS-DAAD joint fellowship
WOS关键词EXTROVERSION ; INTELLIGENCE ; CONSISTENCY
WOS研究方向Robotics
语种英语
出版者SPRINGER
WOS记录号WOS:000583393900002
内容类型期刊论文
源URL[http://ir.psych.ac.cn/handle/311026/33469]  
专题心理研究所_中国科学院行为科学重点实验室
通讯作者Andriella, Antonio
作者单位1.UPC, CSIC, Inst Robot & Informat Ind, C Llorens & Artigas 4-6, Barcelona 08028, Spain
2.Univ Hamburg, Dept Informat, Knowledge Technol, Vogt Koelln Str 30, D-22527 Hamburg, Germany
3.Chinese Acad Sci, Inst Psychol, Key Lab Behav Sci, Beijing, Peoples R China
4.Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China
推荐引用方式
GB/T 7714
Andriella, Antonio,Siqueira, Henrique,Fu, Di,et al. Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits[J]. INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS,2020:22.
APA Andriella, Antonio.,Siqueira, Henrique.,Fu, Di.,Magg, Sven.,Barros, Pablo.,...&Alenya, Guillem.(2020).Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits.INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS,22.
MLA Andriella, Antonio,et al."Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits".INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS (2020):22.
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