000			02793nam a2200253 a 4500
999			_c30494 _d30494
020			_a9780128045350
082			_a006.3 MI IN
100			_aMiguel, Jorge _939011
245	1	0	_aIntelligent data analysis for e-learning : _benhancing security and trustworthiness in online learning systems _cJorge Miguel, Santi Caballe, Fatos Xhafa ; series editor Fatos Xhafa
260			_aAmsterdam : _bAcademic Press, _cc2017.
300			_axix, 172 p. : _bill. ; _c24 cm.
490	1		_aIntelligent data-centric systems
520			_aIntelligent 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.
650		7	_aInformation technology _xManagement _91798
650		7	_aComputer security _xManagement _930879
650		7	_aComputer-assisted instruction _xSecurity measures _939012
700			_aCaballe, Santi _939013
700			_aXhafa, Fatos _922930
700			_aXhafa, Fatos, _eSeries editor _922930
856			_uhttps://uowd.box.com/s/5tfcyofz1iagzl63whqgic1sfxmdzuij _zLocation Map