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MOOC Student Dropout Prediction Model Based on Learning Behavior Features and Parameter Optimization
Peer reviewed
Direct linkJin, Cong – Interactive Learning Environments, 2023
Since the advent of massive open online courses (MOOC), it has been the focus of educators and learners around the world, however the high dropout rate of MOOC has had a serious negative impact on its popularity and promotion. How to effectively predict students' dropout status in MOOC for early intervention has become a hot topic in MOOC…
Descriptors: MOOCs, Potential Dropouts, Prediction, Models
Profile Development Associates, Sutton Mills, NH. – 1982
A study examined the rates of and reasons for students leaving New Hampshire summer vocational programs and identified models that could be implemented to reduce attrition over the summer in these vocational programs. After examining 1981 enrollment data pertaining to New Hampshire regional center vocational program leavers, researchers determined…
Descriptors: Dropout Attitudes, Dropout Characteristics, Dropout Prevention, Dropout Rate
Foley, Eileen; Crull, Peggy – 1984
This report contains research findings on student achievement and retention at New York City alternative high schools serving dropouts and potential dropouts. After a summary and introduction, statistics are presented which reveal that alternative schools facilitate positive changes in student performance. Next, reasons for students' dropping out…
Descriptors: Academic Achievement, Attendance Patterns, Dropout Characteristics, Dropout Rate
Rumberger, Russell W. – California Public Schools Forum, 1986
The problem of high school dropouts has generated increased interest among researchers, policymakers, and educators in recent years. This paper examines the many issues involved in trying to understand and solve this complex social and educational problem. The issues are grouped into four areas, related to the incidence, causes, consequences, and…
Descriptors: Dropout Characteristics, Dropout Prevention, Dropout Rate, Dropout Research
