Research on Decision Tree-Based Strategic Modeling of Student Management and Civic Education in Colleges and Universities under Interdisciplinary Perspective

Applied Mathematics and Nonlinear Sciences, Journal Year: 2025, Volume and Issue: 10(1)

Published: Jan. 1, 2025

Abstract In the technical field of data mining domain, decision tree classification method has been widely studied and applied with advantages its algorithm theory is clear, easy to be understood converted into rules. this paper, we study interdisciplinary integration technology student management civic education in colleges universities, construct a strategy model for universities. model, based on ID3 algorithm, it proposed improve formation C4.5 form technology. Learning behavior from four semesters University A 2022 2023 are used as samples analyze results. analysis results, were counted moral scores calculated greater than 50% all “normal” classification, lowest percentage, less 10%, at-risk period. The five main factors affecting first half “talking noisy class”, “absenteeism”, “not tidying up housekeeping dormitory required”, “using mobile phones during “disobedience management”, corresponding importance 7.48%, 5.56%, 3.51%, 3.1%, 2.24%, which can help managers choose right college ideological political decisions.

Language: Английский

Teacher's Strategy in Overcoming Students' Moral Decadence through Character Education

Jurnal Simki Pedagogia, Journal Year: 2023, Volume and Issue: 6(1), P. 201 - 214

Published: Feb. 23, 2023

This research was conducted based on obtaining a description of the teacher's strategy in overcoming moral decadence students through character education and obstacles its implementation with locus MTs Nurul Jadid Paiton Probolinggo. The method uses descriptive qualitative to get detailed credible picture phenomenon student decadence. main subjects include principal, affairs department, class teachers, several as part sample. Data were collected using participant observation techniques, in-depth interviews, documentation. Miles-Huberman interactive model used data analysis procedure, which includes collection, presentation, reduction, conclusion drawing. results show that efforts overcome carried out by teachers habituation, learning integration, school culture application. Efforts implement are not limited being principals but also all components ranging from educational parts, environment, family, pesantren. series steps is an effort

Language: Английский