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Abstract
Artificial Intelligence (AI) plays an increasingly important role in language education; however, the trends, research issues, and applications of AI in language learning remain largely under-investigated. Accordingly, the present paper, using bibliometric analysis, investigates these issues via a review of 516 papers published between 2000 and 2019, focusing on how AI was integrated into language education. Findings revealed that the frequency of studies on AI-enhanced language education increased over the period. The USA and Arizona State University were the most active country and institution, respectively. The 10 most popular topics were: (1) automated writing evaluation; (2) intelligent tutoring systems (ITS) for reading and writing; (3) automated error detection; (4) computer-mediated communication; (5) personalized systems for language learning; (6) natural language and vocabulary learning; (7) web resources and web-based systems for language learning; (8) ITS for writing in English for specific purposes; (9) intelligent tutoring and assessment systems for pronunciation and speech training; and (10) affective states and emotions. The results also indicated that AI was frequently used to assist students in learning writing, reading, vocabulary, grammar, speaking, and listening.
Original language | English |
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Pages (from-to) | 112-131 |
Number of pages | 20 |
Journal | Educational Technology and Society |
Volume | 26 |
Issue number | 1 |
Early online date | Aug 2022 |
DOIs | |
Publication status | Published - Jan 2023 |
Bibliographical note
Publisher Copyright:© 2022, Educational Technology and Society.All Rights Reserved.
Funding
Gary Cheng’s work in this research is supported by the Research Cluster Fund (RG 78/2019-2020R) of The Education University of Hong Kong and the Dean’s Research Fund 2019/20 (IDS-2 2020) of The Education University of Hong Kong. Haoran Xie’s work in this research is supported by the Faculty Research Fund (DB21A9) and the Lam Woo Research Fund (LWI20011) of Lingnan University, Hong Kong.
Keywords
- Artificial intelligence
- Automated writing evaluation
- Bibliometric analysis
- Intelligent tutoring system
- Language education
Fingerprint
Dive into the research topics of 'Trends, Research Issues and Applications of Artificial Intelligence in Language Education'. Together they form a unique fingerprint.Projects
- 1 Finished
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Facilitate Tree-Structured Topic Modeling via Nonparametric Neural Inference
XIE, H. (PI)
1/03/21 → 28/02/22
Project: Grant Research