The open online course (MOOC) platform has seen an increase in usage, and there are a growing number of courses accessible for people to select. An effective method is urgently needed to recommend personalized courses for users. Although the existing course recommendation models consider that users' interests change over time, they often model…

As one of the fundamental tasks in the online learning platform, interactive course recommendation (ICR) aims to maximize the long-term learning efficiency of each student, through actively exploring and exploiting the student's feedbacks, and accordingly conducting personalized course recommendation. Recently, deep reinforcement learning (DRL)…

This study explored the math course taking patterns of Nebraska's secondary students from 2014-2020 using statewide data. Three course taking patterns were identified and examined. There are nuanced differences through these pathways based and race and gender. Student success through the pathways is dependent on course placement in the first year…

Despite the increasing demand for professionals in science, technology, engineering, and mathematics (STEM), only a small portion of young people in the USA pursue a postsecondary degree in STEM. To identify the major predictors of STEM participation, this study uses a machine learning approach, a Classification and Regression Tree (CART), to…

This study aims to investigate the characteristics of students who switch versus those who do not switch when they transition from upper secondary to higher education. The data from 1338 students randomly selected from 21 HEIs in Cambodia in 2020 found that upper secondary school students are more likely than not to switch academic majors when…

This study describes course withdrawal behaviors in the Texas public higher education institutions and examines the predictors of course withdrawal by using statewide administrative datasets. The findings showed that two-thirds of the college students in the sample withdrew from at least one course, highlighting course withdrawal as a prevalent…

Subject choices in secondary education are important decisions, since they critically determine the tertiary fields of study that pupils can pursue. Multiple variables may play a role in pupils' decisions, such as their social environment and attitudes. The current study investigated subject choice intentions using the Theory of Planned Behavior…

As education has evolved towards online learning, the availability of learning materials has expanded and consequently, learners' behavior in choosing resources has changed. The need to offer personalized learning experiences and content has never been greater. Research has explored methods to personalize learning paths and match learning…

Research suggests that the reported increase in student mental health issues such as study burnout might be related to students' identity problems and their motivations for undertaking higher education. The present study added to this line of research by investigating the associations between identity profiles, motives for attending university and…

Neurodivergent students exhibit an inclination towards Science, Technology, Engineering and Mathematics (STEM) fields, yet their learning experiences in STEM courses remain underexamined. Utilizing an online survey of neurodivergent (n = 60) and neurotypical (n = 83) US college students, this study identified various factors influencing their…

The study aimed to investigate how students in lower secondary schools in England perceive the subject of music in terms of its importance and enjoyment. Following findings from the first survey phase of the project, it specifically sought to shed light on the reasons why the majority of students decide not to choose music as one of their optional…

Recommender systems have been actively used in many areas like e-commerce, movie and video suggestions, and have proven to be highly useful for its users. But the use of recommender systems in online learning platforms is often underrated and less likely used. But many of the times it lacks personalisation especially in collaborative approach…

Interests play an essential role in the process of learning, thereby enriching learners 'interests will yield to an enhanced experience in MOOCs. Learners interact freely and spontaneously on social media through different forms of user-generated content which contain hidden information that reveals their real interests and preferences. In this…

Massive Open Online Courses (MOOCs) now offer a variety of options for everyone to obtain a high-quality education. The purpose of this study is to better understand the behaviours of MOOC learners and provide some insights for taking actions that benefit larger learner groups. Accordingly, 2,288,559 learners' behaviours on 174 MITx courses were…

In this study, it was aimed to examine student views on music education in theater departments. Case study model, which is one of the qualitative research methods, was used in the research. The study group within the scope of the research consists of 10 undergraduate-II students of Trabzon University State Conservatory Performing Arts Department.…