Intelligent Data Analysis for E Learning

Written By Jorge Miguel
Intelligent Data Analysis for E Learning
  • Publsiher : Academic Press
  • Release : 09 August 2016
  • ISBN : 9780128045350
  • Pages : 220 pages
  • Rating : /5 from reviews
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Download or read book entitled Intelligent Data Analysis for E Learning by author: Jorge Miguel which was release on 09 August 2016 and published by Academic Press with total page 220 pages . This book available in PDF, EPUB and Kindle Format. 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. Provides guidelines for anomaly detection, security analysis, and trustworthiness of data processing Incorporates state-of-the-art, multidisciplinary research on online collaborative learning, social networks, information security, learning management systems, and trustworthiness prediction Proposes a parallel processing approach that decreases the cost of expensive data processing Offers strategies for ensuring against unfair and dishonest assessments Demonstrates solutions using a real-life e-Learning context

Intelligent Data Analysis for E Learning

Intelligent Data Analysis for E Learning
  • Author : Jorge Miguel,Fatos Xhafa,Santi Caballé
  • Publisher : Academic Press
  • Release Date : 2016-08-09
  • Total pages : 220
  • ISBN : 9780128045350
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Summary : 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 ...

Intelligent Data Analysis for e Learning

Intelligent Data Analysis for e Learning
  • Author : Jorge Miguel,Santi Caballé,Fatos Xhafa
  • Publisher : Morgan Kaufmann
  • Release Date : 2016-09-06
  • Total pages : 192
  • ISBN : 9780128045350
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Summary : 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 ...

Intelligent Data analysis and its Applications Volume I

Intelligent Data analysis and its Applications  Volume I
  • Author : Jeng-Shyang Pan,Vaclav Snasel,Emilio S. Corchado,Ajith Abraham,Shyue-Liang Wang
  • Publisher : Springer
  • Release Date : 2014-05-26
  • Total pages : 534
  • ISBN : 9780128045350
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Summary : This volume presents the proceedings of the First Euro-China Conference on Intelligent Data Analysis and Applications (ECC 2014), which was hosted by Shenzhen Graduate School of Harbin Institute of Technology and was held in Shenzhen City on June 13-15, 2014. ECC 2014 was technically co-sponsored by Shenzhen Municipal People’s Government, IEEE Signal ...

Advances in Intelligent Data Analysis V

Advances in Intelligent Data Analysis V
  • Author : Frank Pfenning,ge International Conference on Intelligent Data Analysis 2003 Berlin
  • Publisher : Springer Science & Business Media
  • Release Date : 2003-08-21
  • Total pages : 624
  • ISBN : 9780128045350
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Summary : This book constitutes the refereed proceedings of the 5th International Conference on Intelligent Data Analysis, IDA 2003, held in Berlin, Germany in August 2003. The 56 revised papers presented were carefully reviewed and selected from 180 submissions. The papers are organized in topical sections on machine learning, probability and topology, classification and pattern recognition, ...

Intelligent Systems and Learning Data Analytics in Online Education

Intelligent Systems and Learning Data Analytics in Online Education
  • Author : Santi Caballé,Stavros N. Demetriadis,Eduardo Gómez-Sánchez,Pantelis M. Papadopoulos,Armin Weinberger
  • Publisher : Academic Press
  • Release Date : 2021-06-15
  • Total pages : 424
  • ISBN : 9780128045350
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Summary : Intelligent Systems and Learning Data Analytics in Online Education provides novel artificial intelligence (AI) and analytics-based methods to improve online teaching and learning. This book addresses key problems such as attrition and lack of engagement in MOOCs and online learning in general. This book explores the state of the art ...

Advances in Intelligent Data Analysis

Advances in Intelligent Data Analysis
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 212
  • ISBN : 9780128045350
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Summary : Read online Advances in Intelligent Data Analysis written by , published by which was released on 2003. Download full Advances in Intelligent Data Analysis Books now! Available in PDF, ePub and Kindle....

Intelligent Data Engineering and Automated Learning IDEAL 2020

Intelligent Data Engineering and Automated Learning     IDEAL 2020
  • Author : Cesar Analide,Paulo Novais,David Camacho,Hujun Yin
  • Publisher : Springer
  • Release Date : 2020-10-30
  • Total pages : 624
  • ISBN : 9780128045350
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Summary : This two-volume set of LNCS 12489 and 12490 constitutes the thoroughly refereed conference proceedings of the 21th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2020, held in Guimaraes, Portugal, in November 2020.* The 93 papers presented were carefully reviewed and selected from 134 submissions. These papers provided a timely sample of the latest ...

Intelligent Data Analysis in Medicine and Pharmacology

Intelligent Data Analysis in Medicine and Pharmacology
  • Author : Nada Lavrač,E. T. Keravnou,Blaz Zupan
  • Publisher : Springer
  • Release Date : 1997-09-30
  • Total pages : 310
  • ISBN : 9780128045350
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Summary : Intelligent data analysis, data mining and knowledge discovery in databases have recently gained the attention of a large number of researchers and practitioners. This is witnessed by the rapidly increasing number of submissions and participants at related conferences and workshops, by the emergence of new journals in this area (e....

Utilizing Educational Data Mining Techniques for Improved Learning Emerging Research and Opportunities

Utilizing Educational Data Mining Techniques for Improved Learning  Emerging Research and Opportunities
  • Author : Bhatt, Chintan,Sajja, Priti Srinivas,Liyanage, Sidath
  • Publisher : IGI Global
  • Release Date : 2019-08-02
  • Total pages : 166
  • ISBN : 9780128045350
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Summary : Modern education has increased its reach through ICT tools and techniques. To manage educational data with the help of modern artificial intelligence, data and web mining techniques on dedicated cloud or grid platforms for educational institutes can be used. By utilizing data science techniques to manage educational data, the safekeeping, ...

Intelligent Data Engineering and Automated Learning

Intelligent Data Engineering and Automated Learning
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2004
  • Total pages : 212
  • ISBN : 9780128045350
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Summary : Read online Intelligent Data Engineering and Automated Learning written by , published by which was released on 2004. Download full Intelligent Data Engineering and Automated Learning Books now! Available in PDF, ePub and Kindle....

Intelligent Data Engineering and Automated Learning IDEAL 2006

Intelligent Data Engineering and Automated Learning  IDEAL 2006
  • Author : Anonim
  • Publisher : Springer Science & Business Media
  • Release Date : 2021-06-20
  • Total pages : 212
  • ISBN : 9780128045350
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Summary : Read online Intelligent Data Engineering and Automated Learning IDEAL 2006 written by , published by Springer Science & Business Media which was released on . Download full Intelligent Data Engineering and Automated Learning IDEAL 2006 Books now! Available in PDF, ePub and Kindle....

Data Analytics

Data Analytics
  • Author : Thomas A. Runkler
  • Publisher : Springer Nature
  • Release Date : 2021-06-20
  • Total pages : 212
  • ISBN : 9780128045350
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Summary : Read online Data Analytics written by Thomas A. Runkler, published by Springer Nature which was released on . Download full Data Analytics Books now! Available in PDF, ePub and Kindle....

Artificial Intelligence Accelerates Human Learning

Artificial Intelligence Accelerates Human Learning
  • Author : Katashi Nagao
  • Publisher : Springer
  • Release Date : 2019-02-02
  • Total pages : 151
  • ISBN : 9780128045350
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Summary : Focusing on students’ presentations and discussions in laboratory seminars, this book presents case studies on evidence-based education using artificial intelligence (AI) technologies. It proposes a system to help users complete research activities, and a machine-learning method that makes the system suitable for long-term operation by performing data mining for discussions ...

Intelligent Data Analysis for Biomedical Applications

Intelligent Data Analysis for Biomedical Applications
  • Author : Hemanth D. Jude,Deepak Gupta,Valentina Emilia Balas
  • Publisher : Academic Press
  • Release Date : 2019-03-15
  • Total pages : 294
  • ISBN : 9780128045350
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Summary : Intelligent Data Analysis for Biomedical Applications: Challenges and Solutions presents specialized statistical, pattern recognition, machine learning, data abstraction and visualization tools for the analysis of data and discovery of mechanisms that create data. It provides computational methods and tools for intelligent data analysis, with an emphasis on problem-solving relating to ...

Intelligent Information Technologies

Intelligent Information Technologies
  • Author : Vijayan Sugumaran
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 2413
  • ISBN : 9780128045350
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Summary : "This collection compiles research to drive further evolution and innovation of these next-generation technologies and their applications, of which the scientific, technological, and commercial communities have only begun to scratch the surface. It is an essential reference acquisition for any library seeking to cover the leading edge of technological innovations"...