EAN: 9780128045350

INTELLIGENT DATA-CENTRIC SYSTEMS INTELLIGENT ...

Intelligent Data Analysis for e-Learning: Enhancing Security and Trustworthiness in Online
Learning Systems addresses information security within e-Learning based on trustworthiness
assessment and prediction. Over the past decade  many learning management systems have appeared
in the education market. Security in these systems is essential for protecting against unfair
and dishonest conduct-most notably cheating-however  e-Learning services are often designed and
implemented without considering security requirements. This book provides functional approaches
of trustworthiness analysis  modeling  assessment  and prediction for stronger security and
support in online learning  highlighting the security deficiencies found in most online
collaborative learning systems. The book explores trustworthiness methodologies based on
collective intelligence than can overcome these deficiencies. It examines trustworthiness
analysis that utilizes the large amounts of data-learning activities generate. In addition  as
processing this data is costly  the book offers a parallel processing paradigm that can support
learning activities in real-time. The book discusses data visualization methods for managing
e-Learning  providing the tools needed to analyze the data collected. Using a case-based
approach  the book concludes with models and methodologies for evaluating and validating
security in e-Learning systems. Indexing: The books of this series are submitted to
EI-Compendex and SCOPUS

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