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A Study on Dropout Prediction for University Students Using Machine Learning
Applied Sciences, 2023 Student dropout is a serious issue in that it not only affects the individual students who drop out but also has negative impacts on the former university, family, and society together.
Choong Hee Cho +2 more
doaj +1 more source
A Case Based Reasoning View of School Dropout Screening [PDF]
, 2016 The cause for student dropout is often termed as the antecedent of failure, since it stands for a key event, which leads to dropout. Indeed, school dropout is well thought out as one of the major worries of our times.
A Aamodt +17 more
core +1 more source
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)Predicting student dropout is essential for universities dealing with high attrition rates. This study compares two feature selection (FS) methods—correlation-based feature selection (CFS) and symmetrical uncertainty (SU)—in educational data mining for ...
Haryono Setiadi +5 more
doaj +1 more source
A Survey of Machine Learning Approaches and Techniques for Student Dropout Prediction
Data Science Journal, 2019 School dropout is absenteeism from school for no good reason for a continuous number of days. Addressing this challenge requires a thorough understanding of the underlying issues and effective planning for interventions.
Neema Mduma +2 more
doaj +1 more source
Predicting Student Dropout with Minimal Information
Iraqi Journal of Science, 2023 Student dropout is a problem for both students and universities. However, in the crises that Lebanon is going through, it is becoming a serious financial problem for Lebanese private universities. To try to minimize it, it must be predicted in order to implement the appropriate actions.
Nassim MOUCHANTAF, Maroun Chamoun
openaire +1 more source
School factors related to dropout from primary and secondary education in Serbia: A qualitative research [PDF]
Psihološka Istraživanja, 2017 Dropping out of educational system is a serious individual, familial, educational and social problem. It is a complex process influenced by a large number of factors.
Simić Nataša, Krstić Ksenija
doaj +1 more source
Why Students Drop Out of School: A Review of 25 Years of Research [PDF]
, 2008 Reviews research on the underlying causes of the high school dropout crisis -- individual and institutional characteristics that predict whether a student is likely to drop out of high school.
Russell W. Rumberger, Sun Ah Lim
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Effects of in-class variation and student rank on the probability of withdrawal : cross-section and time-series analysis for UK university students [PDF]
, 2002 From individual-level data for nine entire cohorts of undergraduate students in UK universities, we estimate the probability that an individual will drop out of university during their first-year.
Arulampalam, Wiji +2 more
core +2 more sources
Molecular Oncology, EarlyView.Genetic testing in epithelial ovarian cancer includes both germline and tumor‐testing. This approach often duplicates resources. The current prospective study assessed the feasibility of tumor‐first multigene testing by comparing tumor tissue with germline testing of peripheral blood using an 18‐gene NGS panel in 106 patients.
Elisabeth Spenard +12 more
wiley +1 more source
Giving a Student Voice to California's Dropout Crisis [PDF]
, 2008 Shares what first-year high school students find motivating or discouraging; how they view family, peer, and school factors; and how demographic characteristics, attitudes toward school, and support networks affect the odds of their dropping ...
Angeline Spain +5 more
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