Towards an intelligent system for generating an adapted verbal and nonverbal combined behavior in human-robot interaction

被引:48
作者
Aly, Amir [1 ]
Tapus, Adriana [1 ]
机构
[1] ENSTA ParisTech, Robot & Comp Vis Lab, 828 Blvd Marechaux, F-91120 Palaiseau, France
关键词
Personality traits; Similarity attraction; Gesture generation; Language generation; Speech and gesture alignment; HIDDEN MARKOV-MODELS; MANIFEST PERSONALITY; STUDENT UNCERTAINTY; RECOGNITION; RESPONSES; LANGUAGE; CONSISTENCY; DIMENSIONS; PERCEPTION; SIMILARITY;
D O I
10.1007/s10514-015-9444-1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In human-robot interaction scenarios, an intelligent robot should be able to synthesize an appropriate behavior adapted to human profile (i.e., personality). Recent research studies discussed the effect of personality traits on human verbal and nonverbal behaviors. The dynamic characteristics of the generated gestures and postures during the nonverbal communication can differ according to personality traits, which similarly can influence the verbal content of human speech. This research tries to map human verbal behavior to a corresponding verbal and nonverbal combined robot behavior based on the extraversion-introversion personality dimension. We explore the human-robot personality matching aspect and the similarity attraction principle, in addition to the different effects of the adapted combined robot behavior expressed through speech and gestures, and the adapted speech-only robot behavior, on interaction. Experiments with the humanoid NAO robot are reported.
引用
收藏
页码:193 / 209
页数:17
相关论文
共 102 条
[1]  
Aly A., 2013, P 16 IEEE INT C ADV, P1
[2]  
Aly A., 2012, P 14 IFAC S INF CONT
[3]  
Aly A., 2014, THESIS ENSTA PARISTE
[4]  
Aly A., 2012, P 7 ACM IEEE INT C H
[5]  
Aly A., 2011, P EUR C MOB ROB ECMR
[6]  
Aly A, 2013, ACMIEEE INT CONF HUM, P325, DOI 10.1109/HRI.2013.6483606
[7]  
André E, 2000, EMBODIED CONVERSATIONAL AGENTS, P220
[8]  
Anh L.Q., 2012, Proceedings of the 9th international conference on Gesture and Sign Language in Human-Computer Interaction and Embodied Communication, P228
[9]  
[Anonymous], ADV ROBOTIC SYSTEMS
[10]  
[Anonymous], 1998, WordNet, DOI DOI 10.7551/MITPRESS/7287.001.0001