Analysis of Cooperative Learning Behavior Based on the Data of Students' Movement

Authors: Wang Lin, Li Zhiqiang

Abstract:

The purpose of this paper is to analyze the cooperative learning behavior pattern based on the data of students' movement. The study firstly reviewed the cooperative learning theory and its research status, and briefly introduced the k-means clustering algorithm. Then, it used clustering algorithm and mathematical statistics theory to analyze the activity rhythm of individual student and groups in different functional areas, according to the movement data provided by 10 first-year graduate students. It also focused on the analysis of students' behavior in the learning area and explored the law of cooperative learning behavior. The research result showed that the cooperative learning behavior analysis method based on movement data proposed in this paper is feasible. From the results of data analysis, the characteristics of behavior of students and their cooperative learning behavior patterns could be found.

Keywords: Behavior pattern, cooperative learning, data analyze, K-means clustering algorithm.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1474670

References:

[1] Liu Yanfei. Cooperative Learning Community Research From the Perspective of Organizational Behavior (D). Shandong: Shandong Normal University, 2016.
[2] Chen Xiangming. Group Cooperative Learning Conditions (J). Tsinghua Journal of Education, 2003, 24(4):11-16.
[3] Zhu Ming. Data Mining-2nd Edition (M). Hefei: University of Science and Technology of China Press, 2008.
[4] Zhang Ping, Shen Yanhua, An Jing. The Mediating Role of Professional Interest and Deep Learning in the Relationship between College Students' Active Cooperative Learning and Academic Harvest (J). Heilongjiang Research on Higher Education, 2018(2):94-98.
[5] Jiang Yongchao. Research on Students Course Selection and Learning Behavior Analysis Algorithm Based on Data Mining (J). Modern Electronics Technique, 2016, 39(13):145-148.
[6] Liu Yan, Geng Qiang, Tian Li. Data Research on College Students' Classroom Learning Behavior Based on Data Mining(J). E-Business Journal, 2017(11):90-91.
[7] Chen Guoan. Research on College Students' Teamwork Learning Behavior in Experimental Teaching- Based on Psychological Perspective (J). New Education Era Magazine: Teacher Edition, 2017(33).
[8] Wang Tan. The Basic Concept of Cooperation Learning (J). Educational Research, 2002(2):68-72.
[9] Ling Jizheng. Study on Learning Behavior in Students' Cooperative Learning (J). Journal of Henan College of Finance & Taxation, 2015, 29(5):61-64.
[10] Sun Haiyan, Zhou Meng, Li Weiguo, Feng Wei. Mathematical Statistics (M). Beijing: Beihang University Press, 2016.