Learning Analytics for the Development of Adapted E-Assessment Workflow System

被引:7
|
作者
Hlaoui, Yousra Bendaly [1 ]
Hajjej, Fahima [1 ]
Ben Ayed, Leila Jemni [1 ]
机构
[1] Lab LaTice, Tunis, Tunisia
关键词
learning analytics; adaptation; learner profile; workflow; ontology;
D O I
10.1002/cae.21770
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Learning analytics (LA) is a significant area of the enhanced learning technology that has been emerged during the last decade. In this paper, we present a Cloud Adapted Workflow e-Assessment System, called Cloud-AWAS. This system makes use of the learning analytics in order to turn learners into more effective and better learners. Hence, Cloud-AWAS could be seamlessly integrated into any learning management system. This system provides a generic e-assessment workflow which is adapted to learner's profiles. We have started by creating a learner profile ontology based on extraction data from e-assessment activities, file log and personal information. Then, we have defined three adaptation actions: Add Activity, Edit Activity, and Delete Activity, applied on the workflow assessment and using information extracted from learner profile ontology instances. Each action is applied according to a number of conditions. Finally, we present some results of the empirical evaluation of Cloud_AWAS. (C) 2016 Wiley Periodicals, Inc.
引用
收藏
页码:951 / 966
页数:16
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