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Publications

Journal articles

  1. Xieling Chen, Di Zou, Gary Cheng, Haoran Xie. Detecting Latent Topics and Trends in Educational Technologies over Four Decades Using Structural Topic Modeling: A Retrospective of All Volumes of Computer & Education. Computers & Education 151 [SSCI & SCI, JCR Q1, IF=8.538, 5-Year IF=7.802] 中科院教育学1区Top

  2. Xieling Chen, Di Zou, Haoran Xie. Fifty years of British Journal of Educational Technology: A topic modeling based bibliometric perspective. British Journal of Educational Technology 51(3), 692-708. [SSCI, JCR Q1, IF=4.929, 5-Year IF=5.03] 中科院教育学2区

  3. Yu Song, Xieling Chen, Tianyong Hao, Zhinan Liu, Zixin Lan. Exploring two decades of research on classroom dialogue using bibliometric analysis. Computers & Education 137, 2019, 12-31 [SSCI & SCI, JCR Q1, IF=8.538, 5-Year IF=9.269] 中科院教育学1区Top

  4. Xieling Chen, Di Zou, Haoran Xie, Gary Cheng. Two decades of artificial intelligence in education: contributors, collaborations, research topics, challenges, and future directions. Educational Technology & Society. Accepted in March 2021. [SSCI, JCR Q1, IF=3.522, 5-Year IF=3.941]. 中科院教育学3区

  5. Xieling Chen, Di Zou, Haoran Xie, and Gary Cheng. Twenty years of personalized language learning: topic modeling and knowledge mapping. Educational Technology & Society, 24 (1), 205-222. [SSCI, JCR Q1, IF=3.522, 5-Year IF=3.941]. 中科院教育学3区

  6. Xinyi Huang, Di Zou, Gary Cheng, Xieling Chen, Haoran Xie. Trends, research issues, and applications of artificial intelligence in language education. Educational Technology & Society. Accepted in March 2021. [SSCI, JCR Q1, IF=3.522, 5-Year IF=3.941]. 中科院教育学3区

  7. Xieling Chen, Di Zou, Haoran Xie, Fan Su. Twenty-five years of computer-assisted language learning: a topic modeling analysis. Language Learning & Technology. Accepted in January 2021. [SSCI, JCR Q1, IF=4.313, 5-Year IF=4.094]. 中科院人文科学2区

  8. Xieling Chen, Haoran Xie, Gary Cheng, Zongxi Li. Topic Analysis and Development in Knowledge Graph Research: A Bibliometric Review on Three Decades. Neurocomputing. Accepted in February 2021. [SCI, JCR Q1, IF=5.719, 5-Year IF=4.986]. 中科院计算机科学2区Top

  9. Xieling Chen, Haoran Xie, Gary Cheng, Zongxi Li. A Decade of Sentic Computing: Topic Modeling and Bibliometric Analysis. Cognitive Computation. Accepted in January 2021. [SCI, JCR Q1, IF = 5.418, 5-Year IF = 4.917]. 中科院计算机科学3区

  10. Xieling Chen, Xiaohui Tao, Fu Lee Wang, Haoran Xie. Global research on artificial intelligence technologies-enhanced human electroencephalogram analysis. Neural Computing and Applications. Accepted in December 2020. [SCI, JCR Q1, IF=5.606, 5-Year IF =5.573]. 中科院计算机科学3区

  11. Tianyong Hao, Xieling Chen, Yu Song. (2020). A Topic-Based Bibliometric Analysis of Two Decades of Research on the Application of Technology in Classroom Dialogue. Journal of Educational Computing Research, 58(7), 1311-1341. [SSCI, JCR Q2, IF=3.088, 5-Year IF=2.909]. 中科院教育学4区

  12. Xieling Chen, Haoran Xie. A structural topic modeling based bibliometric study of sentiment analysis literature. Cognitive Computation [SCI, JCR Q1, IF = 5.418, 5-Year IF = 4.917]. 中科院计算机科学3区

  13. Caixia Liu, Di Zou, Xieling Chen, Haoran Xie, Wai Hong Chan. A bibliometric review on latent topics and trends of the empirical MOOC literature (2008-2019). Asia Pacific Education Review. Accepted in March 2021. [SSCI, IF=1.573, 5-Year IF =1.793]. 中科院教育学4区

  14. Xieling Chen, Di Zou, Haoran Xie, Fu Lee Wang. Past, present, and future of smart learning: a topic-based bibliometric analysis. International Journal of Educational Technology in Higher Education. Accepted in December 2020. [SSCI, JCR Q1, IF = 4.944, 5-Year IF =5.361]. 中科院教育学3区

  15. Xieling Chen, Di Zou, Haoran Xie, Gary Cheng. Topic-based Bibliometric Analysis of Computers in Human Behavior: Contributors, Collaborations, and Research Topics. Sustainability. Accepted in April 2021. [SSCI & SCI, JCR Q2, IF = 3.251, 5-Year IF =3.473]. 中科院环境科学与生态学4区

  16. Ruofei Zhang, Gary Cheng, Xieling Chen. Game-based self-regulated language learning: Theoretical analysis and bibliometrics. PloS One. Accepted in December 2020. [SCI, JCR Q2, IF= 3.24, 5-Year IF =3.788] 中科院综合性期刊3区

  17. Xieling Chen, Xinxin Zhang, Haoran Xie, Xiaohui Tao, Fu Lee Wang, Nengfu Xie, Tianyong Hao. A bibliometric and visual analysis of artificial intelligence technologies-enhanced brain MRI research. Multimedia Tools and Applications, 1-29. [SCI, JCR Q2, IF = 2.757, 5-Year IF = 2.517] 中科院计算机科学4区

  18. Xieling Chen, Juan Chen, Gary Cheng, Tao Gong. (2020). Topics and trends in artificial intelligence assisted human brain research. PloS One 15 (4), e0231192 [SCI, JCR Q2, IF= 3.24, 5-Year IF =3.788] 中科院综合性期刊3区

  19. Xieling Chen, Haoran Xie, Gary Cheng, Leonard K. M. Poon, Mingming Leng, Fu Lee Wang. Trends and Features of the Applications of Natural Language Processing Techniques for Clinical Trials Text Analysis. (2020). Applied Sciences 10 (6), 2157 [SCI, JCR Q2, IF= 2.679, 5-Year IF= 2.736] 中科院工程技术3区

  20. Xieling Chen, Shan Wang, Yong Tang, Tianyong Hao. A bibliometric analysis of event detection in social media.  Online Information Review 43 (1), 2019, 29-52 [SCI & SSCI, JCR Q2, IF=2.352, 5-Year IF=2.883] 中科院管理学4区

  21. Tianyong Hao, Xieling Chen*, Guozheng Li, Jun Yan. A Bibliometric Analysis of Text Mining in Medical Research. Soft Computing 22 (23), 2018, 7875-7892 [SCI, JCR Q2, IF=3.643, 5-Year IF=3.518, Corresponding Author] 中科院计算机科学3区

  22. Xieling Chen, Ziqing Liu, Li Wei, Jun Yan, Tianyong Hao, Ruoyao Ding. A Comparative Quantitative Study of Utilizing Artificial Intelligence on Electronic Health Records in the USA and China during 2008-2017. BMC Medical Informatics and Decision Making 18 (5), 2018, 117 [SCI, JCR Q3, IF=2. 796, 5-Year IF=3.394] 中科院医学3区

  23. Xieling Chen, Yonghui Lun, Jun Yan, Tianyong Hao, Heng Weng. Discovering Thematic Change and Evolution of Utilizing Social Media for Healthcare Research. BMC Medical Informatics and Decision Making 19 (Suppl 2), 2019, 50 [SCI, JCR Q3, IF=2. 796, 5-Year IF=3.394] 中科院医学3区

  24. Xieling Chen, Ruoyao Ding, Kai Xu, Shan Wang, Tianyong Hao. A Bibliometric Review of Natural Language Processing Empowered Mobile Computing. Wireless Communications & Mobile Computing (SI: Natural Language Processing Empowered Mobile Computing), 2018. [SCI, JCR Q3, IF= 2.336, 5-Year IF=1.954] 中科院计算机科学4区

  25. Xieling Chen, Haoran Xie, Fu Lee Wang, Ziqing Liu, Juan Xu, Tianyong Hao. A Bibliometric Analysis of Natural Language Processing in Medical Research. BMC Medical Informatics and Decision Making, 18(Suppl 1):14, 2018 [SCI, JCR Q3, IF=2. 796, 5-Year IF=3.394] 中科院医学3区

  26. Xieling Chen, Di Zou, Gary Cheng, Haoran Xie. Thirty years of Interactive Learning Environments: Contributors, collaborations, and research topics. International Journal of Mobile Learning and Organisation. In press.

  27. Xieling Chen, Di Zou, Haoran Xie, Gary Cheng, Fan Su. A Bibliometric Analysis of Game-Based Collaborative Learning Between 2000 and 2019. International Journal of Mobile Learning and Organisation. In press.

  28. Xieling Chen, Haoran Xie, & Gwo-Jen Hwang (2020). A Multi-Perspective Study on Artificial Intelligence in Education: Grants, Conferences, Journals, Software Tools, Institutions, and Researchers. Computers and Education: Artificial Intelligence, 100005.

  29. Xieling Chen, Haoran Xie, Di Zou, & Gwo-Jen Hwang (2020). Application and theory gaps during the rise of Artificial Intelligence in Education. Computers and Education: Artificial Intelligence, 1, 100002.

  30. Xieling Chen, Guoxing Yu, Gary Cheng, & Tianyong Hao. (2019). Research topics, author profiles, and collaboration networks in the top-ranked journal on educational technology over the past 40 years: a bibliometric analysis. Journal of Computers in Education, 6(4), 563-585.

  31. Zhaozhou Han, Yue Bai, Xieling Chen. Discovering the Research Status of Statistics in China based on Bibliometrics and Knowledge Mapping Visualization (in Chinese), Statistics & Decision (CSSCI).

  32. Jinchun Guo, Xieling Chen. Job Satisfaction and Its Factors of the “Farmers to Citizens” (in Chinese), the World of Survey and Research (CSSCI), Volume 9, pp. 22-26, 2016. CNKI

Conference proceedings

  1. Xieling Chen, Di Zou, Gary Cheng, & Haoran Xie. (2021). Artificial intelligence-assisted personalized language learning: systematic review and co-citation analysis. Accepted by the 21th IEEE International Conference on Advanced Learning Technologies (ICALT 2021).

  2. Xieling Chen, Di Zou, Haoran Xie, & Fu Lee Wang (2020, August). Smart Learning Environments: A Bibliometric Analysis. In International Conference on Blended Learning (pp. 353-364). Springer, Cham.

  3. Xieling Chen, Di Zou, Haoran Xie, Gary Cheng and Caixia Liu. A Bibliometric Study on Artificial Intelligence in Education for Two Decades, In Proceedings of 2020 International Conference on Education and Artificial Intelligence (ICEAI), Hong Kong, 9-11, November, ICEAI, 2020.

  4. Xieling Chen, Di Zou, Gary Cheng and Haoran Xie, Qing Li, Fu Lee Wang and Ziye Chen. Thirty years of Interactive Learning Environments: A text mining based bibliometric analysis, In Proceedings of 2020 International Conference on Education and Artificial Intelligence (ICEAI), Hong Kong, 9-11, November, ICEAI, 2020.

  5. Xieling Chen, Di Zou, Lucas Kohnke and Haoran Xie. Emotional issues in collaborative learning: bibliometrics with topic modeling. In Proceedings of 2020 International Conference on Education and Artificial Intelligence (ICEAI), Hong Kong, 9-11, November, ICEAI, 2020.

  6. Xieling Chen, Di Zou, Gary Cheng, Haoran Xie, Fu Lee Wang and Leung Pun Wong (2020, September). Core Research Topics of Studies on Personalized Feedback in the Past Four Decades. In International Conference on Database Systems for Advanced Applications (pp. 121-130). Springer, Cham.

  7. Xieling Chen, Di Zou, Haoran Xie and Gary Cheng (2020, September). What Are MOOCs Learners’ Concerns? Text Analysis of Reviews for Computer Science Courses. In International Conference on Database Systems for Advanced Applications (pp. 73-79). Springer, Cham.

  8. Xieling Chen, Juntao Hao, Junjie Chen, Songshou Hua and Tianyong Hao. A Bibliometric Analysis of the Research Status of the Technology Enhanced Language Learning. Lecture Notes in Computer Science 11284, pp. 169-179, 2018. By UMLL 2018. (EI) Springer

  9. Xieling Chen, Heng Weng and Tianyong Hao. A Data-driven Approach for Discovering the Recent Research Status of Diabetes in China. Lecture Notes in Computer Science 10594, pp. 89-101, 2017. By HIS 2017. (EI) Springer

  10. Xieling Chen, Boyu Chen, Chunxia Zhang and Tianyong Hao. Discovering the Recent Research in Natural Language Processing Field based on a Statistical Approach. Lecture Notes in Computer Science 10676, pp. 507-517, 2017. By UMLL 2017 (EI) Springer

  11. Tianyong Hao, Xieling Chen, Guimin Huang. Discovering Commonly Shared Semantic Concepts of Eligibility Criteria for Learning Clinical Trial Design. Lecture Notes in Computer Science 9412, pp. 3-13, 2015. By ICWL 2015, Guangzhou, China (Invited paper, EI) Springer

  12. (Book chapter) Xieling Chen, Tianyong Hao*. Quantifying and Visualizing the Research Status of Social Media & Health Research Field. In Social Web and Health Research (pp. 31-51). Springer, Cham.

  13. Xieling Chen, Xinxin Zhang, Haoran Xie, Fu Lee Wang, Jun Yan, Tianyong Hao. Trends and Features of Human Brain Research Using Artificial Intelligence Techniques: A Bibliometric Approach. IJCAI-HBAI Workshop.

  14. Xieling Chen, Dongfa Gao, Yonghui Lun, Dingli Zhou, Tianyong Hao, Haoran Xie. The analysis of Worldwide Research on Artificial Intelligence Assisted User Modeling. UMLL. Accepted in 2019.

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