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Abdous, M'hammed; He, Wu; Yen, Cherng-Jyh – Educational Technology & Society, 2012
As higher education diversifies its delivery modes, our ability to use the predictive and analytical power of educational data mining (EDM) to understand students' learning experiences is a critical step forward. The adoption of EDM by higher education as an analytical and decision making tool is offering new opportunities to exploit the untapped…
Descriptors: Electronic Learning, Online Courses, Video Technology, Synchronous Communication
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Huang, Chenn-Jung; Liu, Ming-Chou; Chang, Kuo-En; Sung, Yao-Ting; Huang, Tz-Hau; Chen, Chun-Hua; Shen, Hung-Yen; Huang, Kuo-Liang; Liao, Jia-Jian; Hu, Kai-Wen; Luo, Yun-Cheng; Chang, Tun-Yu – Educational Technology & Society, 2010
With rapid advances in the development of information technology, information access has become central to life in the 21st century. In recent years, the development of useful learning-assistance systems has become a popular topic in literature. Learners can benefit from guidance provided by a tool that assists learning when a student has trouble…
Descriptors: Electronic Learning, Feedback (Response), Information Technology, Teaching Methods
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Buckingham Shum, Simon; Ferguson, Rebecca – Educational Technology & Society, 2012
We propose that the design and implementation of effective "Social Learning Analytics (SLA)" present significant challenges and opportunities for both research and enterprise, in three important respects. The first is that the learning landscape is extraordinarily turbulent at present, in no small part due to technological drivers.…
Descriptors: Foreign Countries, Computer Uses in Education, Social Networks, Web 2.0 Technologies
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Macfadyen, Leah P.; Dawson, Shane – Educational Technology & Society, 2012
Learning analytics offers higher education valuable insights that can inform strategic decision-making regarding resource allocation for educational excellence. Research demonstrates that learning management systems (LMSs) can increase student sense of community, support learning communities and enhance student engagement and success, and LMSs…
Descriptors: Foreign Countries, Computer Uses in Education, Participant Observation, Program Evaluation