In this project, we model MOOC dropouts using user activity data. We have several rounds of feature engineering and generate features like activity counts, percentage of visited course objects, and session counts to model this problem. We apply logistic regression, support vector machine, gradient boosting decision trees, AdaBoost, and random forest to this classification problem. Our best mode...

The grim effects of COVID-19 have widely obstructed every sector life, and the education is not an exception. physical meeting restrictions, lockdowns, social distancing, movement control orders increased dropouts students in educational institutes. These compromised contribution to gross domestic product (GDP) worsened economic situation. spike shaped a curve fears, are clueless as how mitigat...

This study aims to identify and describe the implementation of Smart Indonesia Program Policy or Pintar (PIP) in area ??the Ministry Religion, Sidoarjo Regency. The research method used is qualitative research. Data collection techniques interviews, observation, documentation with informants, namely application managers verify Program. analysis are data reduction, presentation conclusions. resu...

The need to personalize distance education courses stems from their ultimate goal: the need to serve an individual student independently of time, place, or any other restrictions. This means that a distance education system should be served by a data mining system (DMS) to monitor, intervene in, and counsel the teachingstudying-learning process. Compared to intelligent tutoring systems or adapt...

Prepared for Dropouts in America: How severe is the problem? What do we know about intervention and prevention? The content or opinions expressed herein do not necessarily reflect the views of the Department of Education or any other agency of the U.S. Government. Introduction The beginning of high school is a critical time for students. Research shows that making a successful transition to hig...

OBJECTIVE To examine the relations between educational attainment and health (cigarette smoking and perceived health) in Hispanic adolescents. METHOD Participants included 3,360 Mexican American and non-Hispanic white adolescents ranging in age from 12 to 21 years. The sample included school dropouts, academically at-risk students, and control students. RESULTS School dropouts were 6.46 tim...

In networked control systems (NCS), it is considered essential to design a robust controller such that the networked-system is stable against data dropouts during the network transfer. It has been shown that there is a critical data dropout rate over which the networkedsystem could be unstable; hence the desired task cannot be achieved. This paper shows that a desired task or trajectories can b...

This article focuses on the high dropout rate in the Danish vocational education system. The article seeks to analyse the dropout problem using the concept of trust. By taking this perspective on the dropout problem, the article seeks to replace the hitherto-dominant deficit of understanding within the Danish dropout research, which has focused on the so-called crisis of motivation in which stu...

Does student employment pay off in the labor market after college? type of job matter? We use administrative data to describe amount and work for twenty cohorts students higher education Denmark. find large differences amount, especially jobs, by level field study. show that both skill content study-relevance matter earnings college. Having an additional year experience a requiring high or stud...

background: educational centers have higher standards for controlling noise pollution as it has been shown that noise pollution is a major cause of discomfort for teachers and students. noise pollution reduces concentration, interferes in the conversation, and leads to dropouts and lower grades especially in mathematics. the present study aimed to evaluate noise pollution in the schools of birj...