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Web-based Intelligent E-learning Systems

Author : Zongmin Ma
Publisher : IGI Global
Page : 388 pages
File Size : 39,74 MB
Release : 2006-01-01
Category : Education
ISBN : 1591407311

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"This book offers a complete understanding of the notions, techniques, and methods related to the research and developments of web-based e-learning systems"--Provided by publisher.

E-Learning Systems

Author : Aleksandra Klašnja-Milićević
Publisher : Springer
Page : 305 pages
File Size : 45,13 MB
Release : 2016-07-19
Category : Technology & Engineering
ISBN : 3319411632

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This monograph provides a comprehensive research review of intelligent techniques for personalisation of e-learning systems. Special emphasis is given to intelligent tutoring systems as a particular class of e-learning systems, which support and improve the learning and teaching of domain-specific knowledge. A new approach to perform effective personalization based on Semantic web technologies achieved in a tutoring system is presented. This approach incorporates a recommender system based on collaborative tagging techniques that adapts to the interests and level of students' knowledge. These innovations are important contributions of this monograph. Theoretical models and techniques are illustrated on a real personalised tutoring system for teaching Java programming language. The monograph is directed to, students and researchers interested in the e-learning and personalization techniques.

Advances in Web-based Education

Author : George D. Magoulas
Publisher : IGI Global
Page : 397 pages
File Size : 35,44 MB
Release : 2006-01-01
Category : Education
ISBN : 1591406900

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"This book provides coverage of a wide range of factors that influence the design, use and adoption of Personalized Learning Environments"--Provided by publisher.

Intelligent Data Analysis for e-Learning

Author : Jorge Miguel
Publisher : Morgan Kaufmann
Page : 194 pages
File Size : 13,50 MB
Release : 2016-09-06
Category : Education
ISBN : 0128045450

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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 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

Building Intelligent Interactive Tutors

Author : Beverly Park Woolf
Publisher : Morgan Kaufmann
Page : 480 pages
File Size : 41,73 MB
Release : 2010-07-28
Category : Computers
ISBN : 0080920047

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Building Intelligent Interactive Tutors discusses educational systems that assess a student's knowledge and are adaptive to a student's learning needs. The impact of computers has not been generally felt in education due to lack of hardware, teacher training, and sophisticated software. and because current instructional software is neither truly responsive to student needs nor flexible enough to emulate teaching. Dr. Woolf taps into 20 years of research on intelligent tutors to bring designers and developers a broad range of issues and methods that produce the best intelligent learning environments possible, whether for classroom or life-long learning. The book describes multidisciplinary approaches to using computers for teaching, reports on research, development, and real-world experiences, and discusses intelligent tutors, web-based learning systems, adaptive learning systems, intelligent agents and intelligent multimedia. It is recommended for professionals, graduate students, and others in computer science and educational technology who are developing online tutoring systems to support e-learning, and who want to build intelligence into the system. Combines both theory and practice to offer most in-depth and up-to-date treatment of intelligent tutoring systems available Presents powerful drivers of virtual teaching systems, including cognitive science, artificial intelligence, and the Internet Features algorithmic material that enables programmers and researchers to design building components and intelligent systems

Knowledge-Based Intelligent Information and Engineering Systems

Author : Bruno Apolloni
Publisher : Springer
Page : 1411 pages
File Size : 24,89 MB
Release : 2007-09-12
Category : Computers
ISBN : 354074827X

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Annotation The three volume set LNAI 4692, LNAI 4693, and LNAI 4694, constitute the refereed proceedings of the 11th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, held in Vietri sul Mare, Italy, September 12-14, 2007. The 409 revised papers presented were carefully reviewed and selected from about 1203 submissions. The papers present a wealth of original research results from the field of intelligent information processing in the broadest sense; topics covered in the first volume are artificial neural networks and connectionists systems, fuzzy and neuro-fuzzy systems, evolutionary computation, machine learning and classical AI, agent systems, knowledge based and expert systems, hybrid intelligent systems, miscellaneous intelligent algorithms, intelligent vision and image processing, knowledge management and ontologies, Web intelligence, multimedia, e-learning and teaching, intelligent signal processing, control and robotics, other intelligent systems applications, papers of the experience management and engineering workshop, industrial applications of intelligent systems, as well as information engineering and applications in ubiquotous computing environments.

Intelligent Collaborative e-Learning Systems and Applications

Author : Thanasis Daradoumis
Publisher : Springer
Page : 198 pages
File Size : 47,42 MB
Release : 2009-10-01
Category : Technology & Engineering
ISBN : 3642040012

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Intelligent Collaborative e-Learning Systems and Applications is a major research theme in CSCL and CSCW research community. It comprises a variety of research topics that focus on developing systems that are more powerful and flexible and also more adaptable to the learning process and thus provide better answers to the paradigmatic principles of on-line collaborative learning and work. The chapters collected in this book provide new insights, findings and approaches both on the analysis and the development of more powerful e-collaboration settings. Researchers will find in this book the latest trends in these research topics. On the other hand, academics will find practical insights on how to use conceptual and experimental approaches in their daily tasks. Finally, developers from CSCL community can be inspired and put in practice the proposed models and evaluate them for the specific purposes of their own work and context.

Handbook of Research on Faculty Development for Digital Teaching and Learning

Author : Elçi, Alev
Publisher : IGI Global
Page : 624 pages
File Size : 11,58 MB
Release : 2019-05-31
Category : Education
ISBN : 1522584773

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Faculty development is currently practiced in a variety of approaches by individuals, committees, and centers of excellence. More research is needed to draw better benefit from these approaches in the impending digital world by taking advantage of digitally enabled teaching and learning. The Handbook of Research on Faculty Development for Digital Teaching and Learning offers holistic and multidisciplinary approaches to enhancing faculty effectiveness in teaching, boosting motivation, extending knowledge, expanding teaching behaviors, and disseminating skills in digital higher education settings. Featuring a broad range of topics such as faculty learning communities (FLCs), virtual learning environments, and professional development, this book is ideal for educators, educational technologists, curriculum developers, higher education staff, school administrators, principals, academicians, practitioners, and graduate students.

Solutions and Innovations in Web-Based Technologies for Augmented Learning: Improved Platforms, Tools, and Applications

Author : Karacapilidis, Nikos
Publisher : IGI Global
Page : 402 pages
File Size : 34,7 MB
Release : 2009-02-28
Category : Education
ISBN : 1605662399

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"This book covers a wide range of the most current research in the development of innovative web-based learning solutions, specifically facilitating and augmenting learning in diverse contemporary organizational settings"--Provided by publisher.

E-Learning 2.0 Technologies and Web Applications in Higher Education

Author : Pelet, Jean-Eric
Publisher : IGI Global
Page : 415 pages
File Size : 42,81 MB
Release : 2013-12-31
Category : Education
ISBN : 1466648775

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Once considered the traditional approach to education, brick and mortar institutions are no longer the norm due to e-learning technologies. Populations are turning into ubiquitous human beings, and educational practices are reflecting this change. E-Learning 2.0 Technologies and Web Applications in Higher Education compiles the latest empirical research findings in the area of e-learning and knowledge management technologies assessment. Highlighting specific comparisons and practices of e-m-learning and knowledge management technologies, this book is an essential guide for professionals and academics who want to improve their understanding of the strategic role of e-learning at different levels of the information and knowledge society.