A conversational agent to encourage willingness to communicate in the context of english as a foreign language

被引:37
作者
Ayedoun, Emmanuel [1 ]
Hayashi, Yuki [1 ]
Seta, Kazuhisa [1 ]
机构
[1] Osaka Prefecture Univ, Coll Sustainable Syst Sci, Naka Ku, Sakai, Osaka 5998531, Japan
来源
KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS 19TH ANNUAL CONFERENCE, KES-2015 | 2015年 / 60卷
关键词
Willingness to communicate; second language acquisition; embodied conversational agent; ATTITUDES; L2;
D O I
10.1016/j.procs.2015.08.219
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose an embodied conversational agent based on the willingness to communicate (WTC) model in L2 to help increase WTC in the context of English as a Foreign Language (EFL) by providing users with various daily conversation contexts. To simulate realistic and efficient conversations, we adopted a semantic approach in the response generation and created a system with flexible and adaptable domain knowledge, user's intent detection, and mixed-initiative conversation strategy. Our evaluation of the proposed system demonstrated its potential to increase WTC in the EFL context. (C) 2015 The Authors. Published by Elsevier B.V.
引用
收藏
页码:1433 / 1442
页数:10
相关论文
共 15 条
[1]  
Abu Shawar B., 2007, P CL 2007 CORP LING
[2]  
[Anonymous], P CHI C BOST MA
[3]  
Arslan-Ari I., 2010, P ANN CONV ASS ED CO
[4]   Fostering social agency in multimedia learning: Examining the impact of an animated agent's voice [J].
Atkinson, RK ;
Mayer, RE ;
Merrill, MM .
CONTEMPORARY EDUCATIONAL PSYCHOLOGY, 2005, 30 (01) :117-139
[5]   The role of gender and immersion in communication and second language orientations [J].
Baker, SC ;
MacIntyre, PD .
LANGUAGE LEARNING, 2000, 50 (02) :311-341
[6]  
Isoda T., 2008, HIROSHIMA STUD LANG, V11, P41
[7]   Personality, attitudes, and affect as predictors of second language communication [J].
MacIntyre, PD ;
Charos, C .
JOURNAL OF LANGUAGE AND SOCIAL PSYCHOLOGY, 1996, 15 (01) :3-26
[8]   Conceptualizing willingness to communicate in a L2:: A situational model of L2 confidence and affiliation [J].
Macintyre, PD ;
Clément, R ;
Dörnyei, Z ;
Noels, KA .
MODERN LANGUAGE JOURNAL, 1998, 82 (04) :545-562
[9]  
Matsuoka R, 2006, P 9 C PAN PAC ASS AP, P165
[10]  
Ohmaye E, 1998, INSIDE MULTI-MEDIA CASE BASED INSTRUCTION, P1