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Download full textClavié, Benjamin; Gal, Kobi – International Educational Data Mining Society, 2020
We introduce DeepPerfEmb, or DPE, a new deep-learning model that captures dense representations of students' online behaviour and meta-data about students and educational content. The model uses these representations to predict student performance. We evaluate DPE on standard datasets from the literature, showing superior performance to the…
Descriptors: Student Behavior, Electronic Learning, Metadata, Prediction
Neves, Daniel Eugênio; Brandão, Wladmir Cardoso; Ishitani, Lucila – Informatics in Education, 2017
Although widely used, the SCORM metadata model for content aggregation is difficult to be used by educators, content developers and instructional designers. Particularly, the identification of contents related with each other, in large repositories, and their aggregation using metadata as defined in SCORM, has been demanding efforts of computer…
Descriptors: Metadata, Information Storage, Information Management, Information Retrieval
Sabitha, Sai; Mehrotra, Deepti; Bansal, Abhay – Electronic Journal of e-Learning, 2015
The most important dimension of learning is the content, and a Learning Management System (LMS) suffices this to a certain extent. The present day LMS are designed to primarily address issues like ease of use, search, content and performance. Many surveys had been conducted to identify the essential features required for the improvement of LMS,…
Descriptors: Convergent Thinking, Management Systems, Integrated Learning Systems, Knowledge Management
Somyürek, Sibel – International Review of Research in Open and Distributed Learning, 2015
This paper aims to give a general review of existing literature on adaptive educational hypermedia systems and to reveal technological trends and approaches within these studies. Fifty-six studies conducted between 2002 and 2012 were examined, to identify prominent themes and approaches. According to the content analysis, the new technological…
Descriptors: Educational Trends, Hypermedia, Educational Technology, Literature Reviews
Direct linkKilburn, Daniel; Earley, Jonathan – International Journal of Research & Method in Education, 2015
This article presents an adaptation of established qualitative research methods for online focus groups by using the "Disqus" website-based commenting platform as a medium for discussion among doctoral and early-career academic learners. Facilities allowing Internet users to comment on the content of web pages are increasingly popular on…
Descriptors: Qualitative Research, Focus Groups, Computer Mediated Communication, Web Sites
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
