The Framework of Learning Analytics for Prevention, Intervention, and Postvention in E-Learning Environments

2020 ◽  
pp. 53-69
Author(s):  
Muhittin Şahin ◽  
Halil Yurdugül
Keyword(s):  
Learning Environments ◽  
Learning Analytics ◽  
Prevention Intervention ◽  
E Learning

. Learning analytics technology in adaptive electronic learning environments.

2021 ◽  
Vol 92 (2) ◽  
pp. 144-153
Author(s):  
M.R. Attia ◽  
Keyword(s):  
Learning Styles ◽  
Learning Environments ◽  
Adaptive Learning ◽  
Learning Analytics ◽  
Rapid Identification ◽  
Electronic Learning ◽  
E Learning ◽  
Mental Abilities ◽  
The Difference ◽  
As If

Adaptive e-learning environments are based on diversifying the presentation of content according to the learning styles of each learner, where the content is presented as if it is directed to each student separately, and activities and tests are presented so that they are sensitive to the different styles of learners and suitable for their mental abilities. These environments depend in their design on intelligence, therefore, these environments can analyze the characteristics and capabilities of learners, each separately, and this is done through learning analytics technology that helps in the rapid identification of the patterns of learners and the development of their behavior within the environment. In this article, firstly we review what adaptive learning environments and its characteristics are; the difference between adaptable and adaptive environments; components of adaptive learning environments. Learning analytics technology is also highlighted; and its importance in adaptive e-learning environments.

Culturally-Sensitive E-Learning Practices for Library Education

2013 ◽  
Author(s):  
Leslie Farmer
Keyword(s):  
Online Learning ◽  
Learning Environments ◽  
Culturally Sensitive ◽  
Cultural Dimensions ◽  
Educational Model ◽  
Cultural Impact ◽  
Online Learning Environments ◽  
Library Education ◽  
Learning Practices ◽  
E Learning

With globalization, library educators should address culturally-sensitive instruction design and curriculum, particularly in online learning environments. Hofstede’s cultural dimensions and Bigg’s educational model provide frameworks for addressing cultural impact on library education. Specific techniques are suggested for handling language and online learning issues.Avec la mondialisation, les professeurs de bibliothéconomie devraient incorporer les différences culturelles dans leurs cours ainsi que dans le cursus, notamment en milieu d'apprentissage en ligne. Les dimensions culturelles de Hofstede et le modèle éducatif de Bigg offrent un cadre permettant de traiter de l'impact culturel sur l'éducation. Seront présentées différentes techniques pour aborder les questions de langue et d'apprentissage en ligne.

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

scholarly journals Detecting Drowsy Learners at the Wheel of e-Learning Platforms with Multimodal Learning Analytics

IEEE Access ◽  
2021 ◽  
pp. 1-1
Author(s):  
Ryosuke Kawamura ◽  
Shizuka Shirai ◽  
Noriko Takemura ◽  
Mehrasa Alizadeh ◽  
Mutlu Cukurova ◽  
...  
Keyword(s):  
Learning Analytics ◽  
Multimodal Learning ◽  
E Learning ◽  
Learning Platforms ◽  
Multimodal Learning Analytics
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