Title
A Parameter-Based Model for Generating Culturally Adaptive Nonverbal Behaviors in Embodied Conversational Agents
Abstract
The goal of this paper is to integrate culture as a computational term in embodied conversational agents by employing an empirical data-driven approach as well as a theoretical model-driven approach. We propose a parameter-based model that predicts nonverbal expressions appropriate for specific cultures. First, we introduce the Hofstede theory to describe socio-cultural characteristics of each country. Then, based on the previous studies in cultural differences of nonverbal behaviors, we propose expressive parameters to characterize nonverbal behaviors. Finally, by integrating socio-cultural characteristics and nonverbal expressive characteristics, we establish a Bayesian network model that predicts posture expressiveness from a country name, and vice versa.
Year
DOI
Venue
2009
10.1007/978-3-642-02710-9_70
HCI (6)
Keywords
Field
DocType
socio-cultural characteristic,country name,nonverbal behavior,expressive parameter,generating culturally adaptive nonverbal,bayesian network model,nonverbal expressive characteristic,embodied conversational agents,nonverbal expression,theoretical model-driven approach,parameter-based model,empirical data-driven approach,enculturate,bayesian network
Expression (mathematics),Computer science,Cognitive psychology,Cultural diversity,Embodied cognition,Nonverbal communication,Bayesian network,Hofstede's cultural dimensions theory,Expressivity
Conference
Volume
ISSN
Citations 
5615
0302-9743
3
PageRank 
References 
Authors
0.46
6
3
Name
Order
Citations
PageRank
afia akhter lipi1414.54
Yukiko Nakano250162.37
Matthias Rehm315721.98