Primary research area : Fairness in language testing, automated essay/speech assessment, AI-assisted language Learning.
Education
PhD in Applied Linguistics (Language Assessment), Iowa State University, Ames, IA, USA.
B.S. in Information Statistics, Korea National Open University, Seoul, Korea.
Publications
Articles
Won, Y.(in press). Assessing the efficacy of word error rate as a proxy for pronunciation quality: A comparative study of ASR systems and human evaluations among young EFL learners. Journal of Second Language Pronunciation. (SCOPUS, ESCI)(Supplementary Materials)
Won, Y., & Kim, S.(2025). Investigating the impact of interlocutor type on English oral proficiency interviews: A comparative analysis of chatbot and human interlocutors. Korean Journal of English Language and Linguistics 25, 661-685. (SCOPUS, KCI)
Kim, Y. & Won, Y. (2025). 빅데이터 분석 기법을 활용한 영어교육 관련 언론 기사 분석 [Analysis of English education-related news articles using big data analysis techniques]. Journal of the Korea Contents Association, 25(4), 49-58. (KCI)
Kim, Y. & Won, Y. (2024). 국내 학술지 영어교육 논문의 주제 분석 [An analysis of the topics of English education articles published in Korean scholarly journals]. Journal of the Korea Contents Association, 24(4), 519-530. (KCI)
Won, Y. (2023). Applicability of fine-tuned ChatGPT to automated essay scoring. English Language Assessment, 18(2), 11-35. (KCI)(Supplementary Materials)
Won, Y., & Kim, S.(2023). The impact of topic selection on lexico-grammatical errors and scores in English oral proficiency interviews of Korean college students. Education Sciences, 13(7), 695. (ESCI)
Kim, S., Ryu, N., & Won, Y.(2021). 웹 기반 프랑스어 음소 지각 훈련과 그 신뢰도 평가 [Reliability of web-based French phoneme perception test]. Journal of Digital Contents Society, 22(12), 2099-2109. (KCI)
Kim, S., Kim, H., Lee, Y., Kim, B., Won, Y., & Kim, B. (2021). Designing a large recording script for open-domain English speech synthesis. Phonetics and Speech Sciences, 13(3), 65-70. (KCI)
Won, Y. (2021). Differential use of reporting verbs in academic papers and personal blogs. English Language & Literature Teaching, 27(3), 89-107. (KCI)
Won, Y., & Kim, Y. (2021). 토픽 모델링을 활용한 한국 영어교육 학술지에 나타난 연구동향 분석 [Analysis of research trends in Korean English education journals using topic modeling]. Journal of the Korea Contents Association, 21(4), 50-59. (KCI)
Won, Y. (2020). The influence of raters’ topic familiarity on rater severity in a teaching simulation test for international teaching assistants. English Language Assessment, 15(2), 235-254. (KCI)
Won, Y. (2020). The effect of task complexity on test-takers’ performance in a performance-based L2 oral communication test for international teaching assistants. Journal of the Korea English Education Society, 19(1), 27-52.(KCI)
Won, Y. (2019). The prediction of writing scores using vocabulary features in ESL university students’ essays. Modern English Education, 20(4), 31-40. (KCI)
Won, Y. (2008). Developing ELT vocabulary materials for high school teachers using English dictionaries on CD-ROM. Journal of Korealex, 12. 209-254.
Book Chapter
김주혜, 김영우, 박광현, 안현기, 원용국, 최정혜. (2022). 인공지능기술 활용 언어교육 [AI Technology for Language Education], 교육과학사. (출판사)
Research Reports
Kang, O.k Hirschi, K., Miao, Y., Ahn, H., & Won, Y. (2022). Test-takers’ IELTS preparations, their attitudes towards IELTS practices, and the use of technologies in the global pandemic. IELTS Research Reports Online Series, No. 2/22. British Council, Cambridge Assessment English and IDP: IELTS Australia. Available at (IELTS)
Grants
National Research Foundation of Korea Grant (PI). A study on the developmental stages of elementary schooler’ English speaking proficiency for the development of an automated speech scoring system. 2022-2027.
National Research Foundation of Korea Grant (PhD researcher). A study on English speaking assessment and feedback method for adaptive language learning using voice chatbot. 2021-2023.
National Research Foundation of Korea Grant (PI). Application of machine learning algorithms into the development of automated essay scoring and feedback systems. 2021-2022.
Teaching
Language Assessment Using AI, Spring 2023, International Graduate School of English, Seoul, S. Korea.
AI and Language Education, Fall 2022 - Fall 2024, Korea Cyber University, Seoul, S. Korea.
Research Methods & Data Coding, Fall 2022 & Fall 2023, International Graduate School of English, Seoul, S. Korea.
English Education & Big Data, Fall 2021 - Spring 2022, International Graduate School of English, Seoul, S. Korea. (강의계획서)
Academic English for Graduate Students, Fall 2015 - Spring 2019. Iowa State University, Ames, IA, USA.
Academic English for Undergraduate Students, Fall 2013 - Spring 2015. Iowa State University, Ames, IA, USA.
Workshops
(Nov. 2020) Introduction to Text Data Analysis. (워크숍영상) (in Korean)