海南热带海洋学院学报2025，Vol.32Issue(5)：91-98,8.DOI:10.13307/j.issn.2096-3122.2025.05.10
档案管理视域下基于马尔可夫链的学生成绩评价模型
Markov Chain-Based Student Performance Evaluation Model in the Perspective of Archives Management
摘要
Abstract
Statistics and analysis of students'performance are important parts of managing college performance ar-chive records.To portray the evolution mechanism of college students'performance in basic course learning,taking the Markov chain as the theoretical guide,a performance evaluation model under the perspective of archives management was proposed to conduct in-depth excavation and analysis of students'performance data in previous years,and then derive the probability matrix of transferring performance and the relative progress degree.According to the evolution mechanism of performance derived from the proposed model,the statistical regularity of students'learning process was further re-vealed,which provides an important theoretical basis for educational decision-making,thus enhances the scientific and ef-fective management of performance archives,and offers more targeted practical strategies for improving the quality of teaching and the effectiveness of students'learning outcomes.关键词
马尔可夫链/学生成绩/转移矩阵/档案管理Key words
Markov chain/student performance/transfer matrix/archive management引用本文复制引用
曹娟,八托航帆,陈杰..档案管理视域下基于马尔可夫链的学生成绩评价模型[J].海南热带海洋学院学报,2025,32(5):91-98,8.基金项目
国家自然科学基金资助项目(72061011) （72061011）
海南热带海洋学院教育教学改革研究与实践项目(RHYjg2025-03) （RHYjg2025-03）
