scholarly journals Learning Analytics: A Way to Monitoring and Improving Students' Learning

2017 ◽  
Author(s):  
Jose Manuel Azevedo ◽  
Cristina Torres ◽  
Ana Paula Lopes ◽  
Lurdes Babo
Keyword(s):  
Learning Analytics

Learning Analytics Considered Harmful

2012 ◽  
Vol 16 (3) ◽  
Author(s):  
Laurie P Dringus
Keyword(s):  
Big Data ◽  
Online Learning ◽  
Learning Analytics ◽  
Online Courses ◽  
Research Community ◽  
Current Status ◽  
Online Course ◽  
Full Potential

This essay is written to present a prospective stance on how learning analytics, as a core evaluative approach, must help instructors uncover the important trends and evidence of quality learner data in the online course. A critique is presented of strategic and tactical issues of learning analytics. The approach to the critique is taken through the lens of questioning the current status of applying learning analytics to online courses. The goal of the discussion is twofold: (1) to inform online learning practitioners (e.g., instructors and administrators) of the potential of learning analytics in online courses and (2) to broaden discussion in the research community about the advancement of learning analytics in online learning. In recognizing the full potential of formalizing big data in online coures, the community must address this issue also in the context of the potentially "harmful" application of learning analytics.

scholarly journals Prediction of Learner’s Performance in Adaptive E-Learning System using Learning Analytics

2021 ◽  
Vol 1049 (1) ◽  
pp. 012006
Author(s):  
Soni Sweta ◽  
Shalini Mahato ◽  
Laxmi Kumari Pathak
Keyword(s):  
Learning Analytics ◽  
Learning System ◽  
E Learning
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