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Download full textSarwar, Sohail; García-Castro, Raul; Qayyum, Zia Ul; Safyan, Muhammad; Munir, Rana Faisal – International Association for Development of the Information Society, 2017
Learner categorization has a pivotal role in making e-learning systems a success. However, learner characteristics exploited at abstract level of granularity by contemporary techniques cannot categorize the learners effectively. In this paper, an architecture of e-learning framework has been presented that exploits the machine learning based…
Descriptors: Student Characteristics, Profiles, Courseware, Electronic Learning
Direct linkAl-Dujaily, Amal; Kim, Jieun; Ryu, Hokyoung – Educational Technology & Society, 2013
A concern of computer-based learning system design is how to accommodate learners' individual differences during learning activities. Previous research suggests that adaptive e-learning systems can effectively address such individual differences and, consequently, they enable more directed tutoring via computer-assisted instruction. In this paper,…
Descriptors: Electronic Learning, Extraversion Introversion, Individual Differences, Learning Activities
Botsios, Sotirios; Georgiou, Dimitrios A. – International Journal of Distance Education Technologies, 2009
Adaptation and personalization services in e-learning environments are considered the turning point of recent research efforts, as the "one-size-fits-all" approach has some important drawbacks, from the educational point of view. Adaptive Educational Hypermedia Systems in World Wide Web became a very active research field and the need of…
Descriptors: Electronic Learning, Educational Research, Literature Reviews, Standards
Clem, Jeffrey D. – Performance Improvement, 2007
Electronic performance support systems (EPSS) can accommodate disparate learner knowledge, experiences, and methods of comprehension. However, learners may have ineffective cognitive strategies for using an EPSS environment. The solution described in this article is applied to a Web-based EPSS that has a simulation core. As the learner works in…
Descriptors: Internet, Performance Technology, Computer Assisted Instruction, Scaffolding (Teaching Technique)
Santally, Mohammad Issack; Alain, Senteni – International Journal of Distance Education Technologies, 2006
It is postulated that one of the main problems with e-learning environments is their lack of personalisation. This article presents a comprehensive review of the current work in the field and proposes a framework for research in promoting personalisation in Web-based learning environments. The concepts of adaptability, adaptivity and the…
Descriptors: Web Based Instruction, Individual Instruction, Usability, Computer System Design
Ikegulu, Patricia R.; Ikegulu, T. Nelson – 1999
The primary purpose of this article is to review the literature on research studies conducted in the last five years on the effectiveness of window presentation strategies and the cognitive dependence status of field-dependent/independent (FD/FI) learners in a computer-mediated instruction (CMI). Secondary to this purpose is to summarize research…
Descriptors: Academic Achievement, Cognitive Style, Computer Assisted Instruction, Computer Software Development
