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Exploring Homophily in Demographics and Academic Performance Using Spatial-Temporal Student Networks
Nguyen, Quan; Poquet, Oleksandra; Brooks, Christopher; Li, Warren – International Educational Data Mining Society, 2020
Network analysis in educational research has primarily relied on self-reported relationships or connections inferred from online learning environments, such as discussion forums. However, a large part of students' social connections through day-to-day on-campus encounters has remained underexplored. The paper examines spatial-temporal student…
Descriptors: Social Networks, Network Analysis, Data Analysis, Computer Networks
Pytlarz, Ian; Pu, Shi; Patel, Monal; Prabhu, Rajini – International Educational Data Mining Society, 2018
Identifying at-risk students at an early stage is a challenging task for colleges and universities. In this paper, we use students' oncampus network traffic volume to construct several useful features in predicting their first semester GPA. In particular, we build proxies for their attendance, class engagement, and out-of-class study hours based…
Descriptors: College Freshmen, Grade Point Average, At Risk Students, Academic Achievement
Laukens, Kris; Eyckmans, Marleen; De Neuter, Nicolas; Naulaerts, Stefan; Meysman, Pieter; Van Ostade, Xaveer – Journal of Biological Education, 2021
While computational biology and bioinformatics became an inherent part of most life science degrees, it remains challenging to encourage students to employ these diverse skills in a practical research context. In this education paper, we present a method to enable students to acquire hands-on skills by the data-driven study of complex biomolecular…
Descriptors: Data Analysis, Communicable Diseases, Molecular Biology, Science Instruction
Abdel-Maksoud, Nahed F. – International Journal of Education and Practice, 2018
Virtualization technology has been around for many years, and its use is increasingly becoming common in education, in general and in computing fields, in particular. This can be attributed partly to its potential to reduce costs, boost efficiency and overcome limited resources through its virtual applications such as servers, storage devices and…
Descriptors: Electronic Learning, Educational Environment, Educational Quality, Instructional Effectiveness
Hwang, Wu-Yuin; Kongcharoen, Chaknarin; Ghinea, Gheorghita – International Review of Research in Open and Distance Learning, 2014
Recently, various computer networking courses have included additional laboratory classes in order to enhance students' learning achievement. However, these classes need to establish a suitable laboratory where each student can connect network devices to configure and test functions within different network topologies. In this case, the Linux…
Descriptors: Cooperative Learning, Synchronous Communication, Computer Mediated Communication, Virtual Classrooms
Shambare, Narcissus – ProQuest LLC, 2013
The problem examined in the proposed study was the underutilization of the intranet portals (IP) by faculty in institutions of higher education (IHE). Despite the time and investment allocated to the IP, the technology remains underutilized to improve productivity, efficiency, and justify its investment yet there is lack of understanding of why…
Descriptors: Computer Networks, Computer Uses in Education, College Faculty, Educational Technology
Yurdugül, Halil; Menzi Çetin, Nihal – Eurasian Journal of Educational Research, 2015
Problem Statement: Learners can access and participate in online learning environments regardless of time and geographical barriers. This brings up the umbrella concept of learner autonomy that contains self-directed learning, self-regulated learning and the studying process. Motivation and learning strategies are also part of this umbrella…
Descriptors: Correlation, Learning Processes, Outcomes of Education, Self Concept
Meador, Ryan E. – ProQuest LLC, 2012
This study examined students who successfully applied for reinstatement after being academically dismissed for the first time in order to discover indicators of future success. This study examined 666 students' appeals filed at the DeVry University Kansas City campus between 2004 and 2009. Binary logistic regression was used to discover if a…
Descriptors: Remedial Instruction, Academic Achievement, Academic Probation, Academic Failure
International Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers