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A Conversational Agent to Encourage Willingness to Communicate in the Context of English as a Foreign Language
Author(s) -
Emmanuel Ayedoun,
Yuki Hayashi,
Kazuhisa Seta
Publication year - 2015
Publication title -
procedia computer science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.334
H-Index - 76
ISSN - 1877-0509
DOI - 10.1016/j.procs.2015.08.219
Subject(s) - computer science , conversation , embodied cognition , context (archaeology) , dialog system , domain (mathematical analysis) , willingness to communicate , english as a foreign language , foreign language , human–computer interaction , natural language processing , artificial intelligence , linguistics , world wide web , paleontology , philosophy , biology , mathematical analysis , mathematics , dialog box
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

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