Chatbots for language learning-Are they really useful? A systematic review of chatbot-supported language learning

被引:300
作者
Huang, Weijiao [1 ]
Hew, Khe Foon [1 ]
Fryer, Luke K. [1 ]
机构
[1] Univ Hong Kong, Fac Educ, Hong Kong, Peoples R China
关键词
affordances; chatbot usefulness; chatbots; language learning; CONVERSATIONAL AGENT; BOTS; COMMUNICATION; WILLINGNESS; ENVIRONMENT; STRATEGIES; ENGLISH;
D O I
10.1111/jcal.12610
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Background The use of chatbots as learning assistants is receiving increasing attention in language learning due to their ability to converse with students using natural language. Previous reviews mainly focused on only one or two narrow aspects of chatbot use in language learning. This review goes beyond merely reporting the specific types of chatbot employed in past empirical studies and examines the usefulness of chatbots in language learning, including first language learning, second language learning, and foreign language learning. Aims The primary purpose of this review is to discover the possible technological, pedagogical, and social affordances enabled by chatbots in language learning. Materials & Methods We conducted a systematic search and identifies 25 empirical studies that examined the use of chatbots in language learning. We used the inductive grounded approach to identify the technological and pedagogical affordances, and the challenges of using chatbots for students' language learning. We used Garrison's social presence framework to analyze the social affordances of using chatbots in language learning Results Our findings revealed three technological affordances: timeliness, ease of use, and personalization; and five pedagogical uses: as interlocutors, as simulations, for transmission, as helplines, and for recommendations. Chatbots appeared to encourage students' social presence by affective, open, and coherent communication. Several challenges in using chatbots were identified: technological limitations, the novelty effect, and cognitive load. Discussion and Conclusion A set of rudimentary design principles for chatbots are proposed for meaningfully implementing educational chatbots in language learning, and detailed suggestions for future research are presented.
引用
收藏
页码:237 / 257
页数:21
相关论文
共 58 条
[1]   Adding Communicative and Affective Strategies to an Embodied Conversational Agent to Enhance Second Language Learners' Willingness to Communicate [J].
Ayedoun, Emmanuel ;
Hayashi, Yuki ;
Seta, Kazuhisa .
INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION, 2019, 29 (01) :29-57
[2]   A conversational agent to encourage willingness to communicate in the context of english as a foreign language [J].
Ayedoun, Emmanuel ;
Hayashi, Yuki ;
Seta, Kazuhisa .
KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS 19TH ANNUAL CONFERENCE, KES-2015, 2015, 60 :1433-1442
[3]   Can Home Use of Speech-Enabled Artificial Intelligence Mitigate Foreign Language Anxiety - Investigation of a Concept [J].
Bao, Minhui .
ARAB WORLD ENGLISH JOURNAL, 2019, :28-40
[4]  
Blin F, 2016, LANG STUD SCI ENGINE, V2, P41, DOI 10.1075/lsse.2.03bli
[5]  
Bower M, 2017, DESIGN OF TECHNOLOGY-ENHANCED LEARNING: INTEGRATING RESEARCH AND PRACTICE, P35
[6]  
Brandtzaeg P.B., Proceedings of the 4th International Conference on Internet Science, V10673, P377, DOI DOI 10.1007/978-3-319-70284-1_30
[7]  
Brandtzaeg Petter Bae, 2018, Interactions, V25, P38, DOI [DOI 10.1145/3236669, 10.1145/3236669]
[8]  
Braun V., 2006, Qual. Res. Psychol, V3, P77, DOI DOI 10.1191/1478088706QP063OA
[9]   Using chatbots to aid transition [J].
Carayannopoulos, Sofy .
INTERNATIONAL JOURNAL OF INFORMATION AND LEARNING TECHNOLOGY, 2018, 35 (02) :118-129
[10]   A ChatBot for Learning Chinese: Learning Achievement and Technology Acceptance [J].
Chen, Hsiu-Ling ;
Vicki Widarso, Gracia ;
Sutrisno, Hendri .
JOURNAL OF EDUCATIONAL COMPUTING RESEARCH, 2020, 58 (06) :1161-1189