Intelligent data analysis for e-Learning : enhancing security and trustworthiness in online learning systems /
Miguel, Jorge,
Intelligent data analysis for e-Learning : enhancing security and trustworthiness in online learning systems / Jorge Miguel, Santi Caballé, and Fatos Xhafa. - xix, 172 pages : ill. ; 24 cm. - Intelligent data centric systems . - Intelligent data centric systems. .
Content
1. Introduction
Objectives
Book Organization
Book reading
Chapter 2. Security for e-learning Background
Information security in e-learning
Secure learning management systems
Security for e-learning paradigms
Discussion
Chapter 3. Trustworthiness for secure collaborative learning
Background
Knowledge management for Trustworthiness e-learning data
Trustworthiness-based CSCL
Trustworthiness-based security for P2P e-assessment
An e-exam case study
Chapter 4. Trustworthiness modeling and methodology for secure peer-to peer e-assessment
Trustworthiness modeling
Trustworthiness-based security methodology
Knowledge management Trustworthiness and security
Building student profiles in e-Assessment
Case study; Authentication for MOOC e-Assessment
Chapter 5. Massive data processing for effective Trustworthiness modeling
Overview on parallel processing
Parallel massive data processing
The MapReduce Model and Hadoop
Massive processing of learning management system
etc
Chapter 6. Trustworthiness evaluation and prediction
E-learning context
Trustworthiness evaluation
Trustworthiness prediction
Chapter 7 Trustworthiness in action: Data collection, processing and visualization methods for real online courses
Data collection and processing methods
MapReduce approach implementation
Peer-to-peer data analysis and visualization
Chapter 8 Conclusions and future research work
Conclusion and lessons learned
Challenges and future research work
Includes bibliographical references (pages 157-168) and index p. 169-172
9780128045350 0128045353
Educational statistics--Data processing.
Internet in education--Management.
Computer-assisted instruction--Security measures.
Information technology--Management.
Computer security--Management.
005.82 / MIG
Intelligent data analysis for e-Learning : enhancing security and trustworthiness in online learning systems / Jorge Miguel, Santi Caballé, and Fatos Xhafa. - xix, 172 pages : ill. ; 24 cm. - Intelligent data centric systems . - Intelligent data centric systems. .
Content
1. Introduction
Objectives
Book Organization
Book reading
Chapter 2. Security for e-learning Background
Information security in e-learning
Secure learning management systems
Security for e-learning paradigms
Discussion
Chapter 3. Trustworthiness for secure collaborative learning
Background
Knowledge management for Trustworthiness e-learning data
Trustworthiness-based CSCL
Trustworthiness-based security for P2P e-assessment
An e-exam case study
Chapter 4. Trustworthiness modeling and methodology for secure peer-to peer e-assessment
Trustworthiness modeling
Trustworthiness-based security methodology
Knowledge management Trustworthiness and security
Building student profiles in e-Assessment
Case study; Authentication for MOOC e-Assessment
Chapter 5. Massive data processing for effective Trustworthiness modeling
Overview on parallel processing
Parallel massive data processing
The MapReduce Model and Hadoop
Massive processing of learning management system
etc
Chapter 6. Trustworthiness evaluation and prediction
E-learning context
Trustworthiness evaluation
Trustworthiness prediction
Chapter 7 Trustworthiness in action: Data collection, processing and visualization methods for real online courses
Data collection and processing methods
MapReduce approach implementation
Peer-to-peer data analysis and visualization
Chapter 8 Conclusions and future research work
Conclusion and lessons learned
Challenges and future research work
Includes bibliographical references (pages 157-168) and index p. 169-172
9780128045350 0128045353
Educational statistics--Data processing.
Internet in education--Management.
Computer-assisted instruction--Security measures.
Information technology--Management.
Computer security--Management.
005.82 / MIG