Integration of Case-based Reasoning and Cumulative Belief Rule Base in College Students’ Health Evaluation System

As a sub-field of artificial intelligence, case-based reasoning (CBR) has been widely applied across various domains for solving knowledge-driven problem. Recent research has increasingly focused on its application in college students’ health management, demonstrating significant potential. In response to post-pandemic health challenges among college students, this study collects survey data from a local university to propose an enhanced CBR approach, which is integrated with a cumulative belief rule base (CBRB) for students’ health evaluation system. This innovative framework aligns with contemporary demands, aiming to deliver more efficient and personalized health services for college students.

Authors

Institutions

Publication Details

Journal
Journal of Sociology and Education
Published
2025-09-28
DOI
https://doi.org/10.63887/jse.2025.1.7.15
Primary Topic
Technology and Data Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integration of Case-based Reasoning and Cumulative Belief Rule Base in College Students’ Health Evaluation System

Li Chen
Journal of Sociology and Education
Technology and Data Analysis
article

Integration of Case-based Reasoning and Cumulative Belief Rule Base in College Students’ Health Evaluation System

Li Chen
article en

Abstract

As a sub-field of artificial intelligence, case-based reasoning (CBR) has been widely applied across various domains for solving knowledge-driven problem. Recent research has increasingly focused on its application in college students’ health management, demonstrating significant potential. In response to post-pandemic health challenges among college students, this study collects survey data from a local university to propose an enhanced CBR approach, which is integrated with a cumulative belief rule base (CBRB) for students’ health evaluation system. This innovative framework aligns with contemporary demands, aiming to deliver more efficient and personalized health services for college students.

Journal of Sociology and EducationVol. 1(7)
Fujian Business University (CN)
Openalex Percentile: Top 60%
Technology and Data Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.