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Law Case Teaching Combining Big Data Environment with SPSS Statistics

Authors :
Zhao Wang
Source :
International Journal of Web-Based Learning and Teaching Technologies. 2024 19(1).
Publication Year :
2024

Abstract

This paper proposes an online learning platform learner DM method based on the improved fuzzy C clustering (FCM) algorithm, constructs a learner feature database, and combines clustering analysis and SPSS statistical methods to statistically summarize the big data of law, thus improving the deficiencies of static and absolute classification of students in the student model. In the experiment paper, the improved algorithm is implemented and the experimental data is analyzed. The results show that the learner behavior feature extraction model in this paper has fewer errors and higher recall rate. Compared with the traditional CF algorithm, the error rate is reduced by 19.64% and the recall rate is increased by 22.85%. This study provides better targeted teaching programs and case resources for legal case teaching and promotes the innovation of legal case teaching mode.

Details

Language :
English
ISSN :
1548-1093 and 1548-1107
Volume :
19
Issue :
1
Database :
ERIC
Journal :
International Journal of Web-Based Learning and Teaching Technologies
Publication Type :
Academic Journal
Accession number :
EJ1428183
Document Type :
Journal Articles<br />Reports - Research
Full Text :
https://doi.org/10.4018/IJWLTT.334848