Machine learning and data mining techniques have been widely used in educational settings to identify the important features that tend to influence students' learning performance and predict their future performance. However, there is little to no research done in the context of Singapore's education. Hence, this study aims to fill the gap by…

In studies that generate course recommendations based on similarity, the typical enrollment data used for model training consists only of one record per student-course pair. In this study, we explore and quantify the additional signal present in course transaction data, which includes a more granular account of student administrative interactions…

This research explores the impact of ChatGPT, an AI tool, on ESL students' writing proficiency at a Saudi Arabian university. Using a mixed-methods approach, data from 130 students showed a significant positive effect on their writing. A focus group interview with six students highlighted opportunities such as personalized feedback, language skill…

This paper presents a study that focused on assessing computer and ICT skills of business subjects' learners at Botswana Open University (BOU). The study explored the levels of computer skills; existence of ICT skills and perception of business subject learners on the adoption and use of ICT skills for teaching and learning. A sample size of 223…

Digital learning platforms (DLPs) are beginning to become open to research. Specifically, in our work in SEERNet, developers are extending five platforms, each used in either K-12 or higher education by more than 100,000 users, to enable third-party researchers to explore, develop, and test improvements. SEERNet seeks to enable equity-relevant…

The U.S. Department of Education's (Department's) Office for Civil Rights (OCR) provides this resource to assist school communities with ensuring that artificial intelligence (AI) is used in a nondiscriminatory manner in the nation's elementary and secondary schools and institutions of higher education consistent with federal civil rights laws.…

The purpose of this research is to understand how nation branding initiatives complement education diplomacy for a country such as China and to investigate how country distance shapes perceptions of China across a large international student contingency in China. We use Ghemawat's [(2001). Distance still matters. "Harvard Business…

This study aims to develop a list of technological enhancements to a financial aid analytics application (F3A) designed to assist higher education leaders in gaining actionable insights for decision-making with grants optimization. This research utilizes the Design Science Research framework which highlights the design and evaluation of an IT…

Perception of topic difficulty is a likely predictor of lecture capture video use, as student perception of difficulty has been shown to affect a variety of outcomes in academic settings. This study measured the relationship between perceived difficulty and the use of lecture capture technology in a second year biochemistry course while…

The purpose of higher education is to prepare students for the workforce. In order to prepare students for the workforce, many life lessons must be learned specifically respect for others' work. One of the invaluable lessons that a student can learn regarding respect for others' work is to appreciate originality and avoid of plagiarism. To be…

For the forty-third time, the Association for Educational Communications and Technology (AECT) is sponsoring the publication of these Proceedings. Papers published in this volume were presented online during the annual AECT Convention. Volume 1 contains 37 papers dealing primarily with research and development topics. Papers dealing with the…

The book provides best practices from online educators who are engaged in online teaching and program development in Christian higher education. It also explores the distinct aspects of teaching and developing online courses and programs from a Christian perspective and within Christian higher education institutions. As such it is can serve as a…

The 13th iteration of the International Conference on Educational Data Mining (EDM 2020) was originally arranged to take place in Ifrane, Morocco. Due to the SARS-CoV-2 (coronavirus) epidemic, EDM 2020, as well as most other academic conferences in 2020, had to be changed to a purely online format. To facilitate efficient transmission of…

Identifies key factors affecting conceptual gains from using a CAL (computer-assisted learning) package and their application to a college practical laboratory class. Considers students' biographical characteristics, design features of the CAL package, and the way that the CAL was integrated into the curriculum. (Author/LRW)

Describes Expert 4, a knowledge-base management system which develops student performance predictors based on routinely collected student data. When exploited, these predictors serve to improve recruitment and selection processes. Tabulations of data on library and business information technology students, produced by Expert 4, are presented to…