Aysel Şahin Kızıl, Blanka Klimova, Marcel Pikhart, Antigoni Parmaxi
{"title":"关于聊天机器人对语言教育有用性的最新研究综述","authors":"Aysel Şahin Kızıl, Blanka Klimova, Marcel Pikhart, Antigoni Parmaxi","doi":"10.1111/jcal.70001","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> Background</h3>\n \n <p>The rise of intelligent chatbots powered by artificial intelligence and machine learning has ignited interest in their potential for revolutionising second language (L2) acquisition and foreign language learning (FLL). While their potential seems vast, understanding their actual impact on learning outcomes requires comprehensive analysis. Also required is the continuous evaluation of this technology due to the rapid pace of advancements in chatbots, highlighting the need for a fresh look using the latest research. This systematic review aims to address this need by investigating the effectiveness of modern chatbots in L2 learning and FLL, offering valuable insights for language educators and researchers.</p>\n </section>\n \n <section>\n \n <h3> Objectives</h3>\n \n <p>This study systematically reviews existing research to assess the usefulness of chatbots in L2 acquisition and FLL, identifying key areas of improvement and future research directions.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>Following the PRISMA methodology, 33 relevant studies published between 2020 and May 2024 were analysed. Thematic analysis was employed to identify key themes related to chatbot applications, language skills impacted, and learning outcomes achieved.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>The findings clearly reveal specific language skills (i.e., speaking) and language knowledge (i.e., vocabulary) that have a significant impact on enhancing students' learning outcomes by using chatbots, while pointing out insufficient research in this area. The results also show major benefits of chatbots for FLL, such as individualised learning, immediate feedback, enhancing willingness to communicate, and increased interaction.</p>\n </section>\n \n <section>\n \n <h3> Conclusions</h3>\n \n <p>This systematic review highlights specific practical implications and suggestions that have a direct impact on the usefulness of chatbots in FLL and L2 acquisition, and a need to investigate further variables such as age, language skills, personality traits, or teacher's role with respect to the use of chatbots in foreign language classes. Further implications are also raised in terms of learning design considerations when such a technology is incorporated in the FLL classroom.</p>\n </section>\n </div>","PeriodicalId":48071,"journal":{"name":"Journal of Computer Assisted Learning","volume":"41 2","pages":""},"PeriodicalIF":5.1000,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Systematic Review of the Recent Research on the Usefulness of Chatbots for Language Education\",\"authors\":\"Aysel Şahin Kızıl, Blanka Klimova, Marcel Pikhart, Antigoni Parmaxi\",\"doi\":\"10.1111/jcal.70001\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n \\n <section>\\n \\n <h3> Background</h3>\\n \\n <p>The rise of intelligent chatbots powered by artificial intelligence and machine learning has ignited interest in their potential for revolutionising second language (L2) acquisition and foreign language learning (FLL). While their potential seems vast, understanding their actual impact on learning outcomes requires comprehensive analysis. Also required is the continuous evaluation of this technology due to the rapid pace of advancements in chatbots, highlighting the need for a fresh look using the latest research. This systematic review aims to address this need by investigating the effectiveness of modern chatbots in L2 learning and FLL, offering valuable insights for language educators and researchers.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Objectives</h3>\\n \\n <p>This study systematically reviews existing research to assess the usefulness of chatbots in L2 acquisition and FLL, identifying key areas of improvement and future research directions.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Methods</h3>\\n \\n <p>Following the PRISMA methodology, 33 relevant studies published between 2020 and May 2024 were analysed. Thematic analysis was employed to identify key themes related to chatbot applications, language skills impacted, and learning outcomes achieved.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Results</h3>\\n \\n <p>The findings clearly reveal specific language skills (i.e., speaking) and language knowledge (i.e., vocabulary) that have a significant impact on enhancing students' learning outcomes by using chatbots, while pointing out insufficient research in this area. The results also show major benefits of chatbots for FLL, such as individualised learning, immediate feedback, enhancing willingness to communicate, and increased interaction.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Conclusions</h3>\\n \\n <p>This systematic review highlights specific practical implications and suggestions that have a direct impact on the usefulness of chatbots in FLL and L2 acquisition, and a need to investigate further variables such as age, language skills, personality traits, or teacher's role with respect to the use of chatbots in foreign language classes. 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A Systematic Review of the Recent Research on the Usefulness of Chatbots for Language Education
Background
The rise of intelligent chatbots powered by artificial intelligence and machine learning has ignited interest in their potential for revolutionising second language (L2) acquisition and foreign language learning (FLL). While their potential seems vast, understanding their actual impact on learning outcomes requires comprehensive analysis. Also required is the continuous evaluation of this technology due to the rapid pace of advancements in chatbots, highlighting the need for a fresh look using the latest research. This systematic review aims to address this need by investigating the effectiveness of modern chatbots in L2 learning and FLL, offering valuable insights for language educators and researchers.
Objectives
This study systematically reviews existing research to assess the usefulness of chatbots in L2 acquisition and FLL, identifying key areas of improvement and future research directions.
Methods
Following the PRISMA methodology, 33 relevant studies published between 2020 and May 2024 were analysed. Thematic analysis was employed to identify key themes related to chatbot applications, language skills impacted, and learning outcomes achieved.
Results
The findings clearly reveal specific language skills (i.e., speaking) and language knowledge (i.e., vocabulary) that have a significant impact on enhancing students' learning outcomes by using chatbots, while pointing out insufficient research in this area. The results also show major benefits of chatbots for FLL, such as individualised learning, immediate feedback, enhancing willingness to communicate, and increased interaction.
Conclusions
This systematic review highlights specific practical implications and suggestions that have a direct impact on the usefulness of chatbots in FLL and L2 acquisition, and a need to investigate further variables such as age, language skills, personality traits, or teacher's role with respect to the use of chatbots in foreign language classes. Further implications are also raised in terms of learning design considerations when such a technology is incorporated in the FLL classroom.
期刊介绍：
The Journal of Computer Assisted Learning is an international peer-reviewed journal which covers the whole range of uses of information and communication technology to support learning and knowledge exchange. It aims to provide a medium for communication among researchers as well as a channel linking researchers, practitioners, and policy makers. JCAL is also a rich source of material for master and PhD students in areas such as educational psychology, the learning sciences, instructional technology, instructional design, collaborative learning, intelligent learning systems, learning analytics, open, distance and networked learning, and educational evaluation and assessment. This is the case for formal (e.g., schools), non-formal (e.g., workplace learning) and informal learning (e.g., museums and libraries) situations and environments. Volumes often include one Special Issue which these provides readers with a broad and in-depth perspective on a specific topic. First published in 1985, JCAL continues to have the aim of making the outcomes of contemporary research and experience accessible. During this period there have been major technological advances offering new opportunities and approaches in the use of a wide range of technologies to support learning and knowledge transfer more generally. There is currently much emphasis on the use of network functionality and the challenges its appropriate uses pose to teachers/tutors working with students locally and at a distance. JCAL welcomes: -Empirical reports, single studies or programmatic series of studies on the use of computers and information technologies in learning and assessment -Critical and original meta-reviews of literature on the use of computers for learning -Empirical studies on the design and development of innovative technology-based systems for learning -Conceptual articles on issues relating to the Aims and Scope
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