Proceedings of the 2023 4th International Conference on Big Data and Informatization Education (ICBDIE 2023)

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A Study on the Dynamic Characteristics of Willingness to Communicate—Student Clustering Analysis Based on EM Algorithm

Authors
Liang Gu1, Jie Wang1, *
1Maanshan Teacher’s College, Maanshan, 243000, Anhui, China
*Corresponding author. Email: wj@massz.edu.cn
Corresponding Author
Jie Wang
Available Online 26 September 2023.
DOI
10.2991/978-94-6463-238-5_18How to use a DOI?
Keywords
Complicated Dynamical systems theory (CDST); Characteristics of willingness to communicate; Em Algorithm; cluster analysis(CA)
Abstract

Based on the complex dynamical systems theory, this study used the EM iterative algorithm in order to study the willingness to communicate of second language learners from a dynamic perspective. The students are assigned to a certain cluster according to the characteristics of their willingness to communicate and the representative categories of their willingness to communicate are classified. Then the cluster analysis is carried out. The results show that the diversity of different groups’ willingness to communicate is obvious, showing a dynamic development, and has a high correlation with the level of oral proficiency. The research has certain guiding significance for seeking the countermeasure to promote the willingne to communicate, deepening the research of Oral English teaching and improving the language teaching method.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2023 4th International Conference on Big Data and Informatization Education (ICBDIE 2023)
Series
Advances in Intelligent Systems Research
Publication Date
26 September 2023
ISBN
10.2991/978-94-6463-238-5_18
ISSN
1951-6851
DOI
10.2991/978-94-6463-238-5_18How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Liang Gu
AU  - Jie Wang
PY  - 2023
DA  - 2023/09/26
TI  - A Study on the Dynamic Characteristics of Willingness to Communicate—Student Clustering Analysis Based on EM Algorithm
BT  - Proceedings of the 2023 4th International Conference on Big Data and Informatization Education (ICBDIE 2023)
PB  - Atlantis Press
SP  - 138
EP  - 143
SN  - 1951-6851
UR  - https://doi.org/10.2991/978-94-6463-238-5_18
DO  - 10.2991/978-94-6463-238-5_18
ID  - Gu2023
ER  -