eBook - PDF
Innovative Trends in Personalized Software Engineering and Information Systems
The Case of Intelligent and Adaptive E-learning Systems
- 106 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
Innovative Trends in Personalized Software Engineering and Information Systems
The Case of Intelligent and Adaptive E-learning Systems
About this book
This book, Innovative Trends in Personalized Software Engineering and Information Systems – The Case of Intelligent and Adaptive E-learning Systems, studies the development of personalized and knowledge-based systems with the purpose of developing fully-automated adaptive software, mainly focusing on enhancing digital learning.
The authors cover several integral phases of software engineering and their application in the effective implementation of sophisticated learning technology systems. Systems development and systems evaluation, tailored to adaptive e-learning, are examined in depth. More specifically, intelligent and knowledge-based techniques, such as artificial neural networks, fuzzy logic, genetic algorithms, pattern recognition, learning analytics and data mining, as well as evaluation frameworks adapted to digital learning software are presented.
This publication will be of interest to scientists from various disciplines, including computer science, artificial intelligence, education and psychology, and will help researchers working in computer science and engineering to build intelligent and adaptive learning technology systems by employing personalization techniques while following the basic concepts of software engineering and information systems. It will also serve as a valuable tool for junior and senior scientists, supporting their research activities in the field of personalized and knowledge-based software engineering, and instructors will be able to use the book as a guide to the effective design and development of intelligent systems in education.
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Information
Table of contents
- Title Page
- Foreword
- Contents
- Chapter 1: Introduction
- Chapter 2: Intelligent Knowledge-Based Approaches for Adaptive and Personalized Learning Technology Systems
- Chapter 3: Comparison of Techniques and Good Practices for Adaptive and Personalized Learning Technology Systems
- Chapter 4: Evaluation Methods of Intelligent Knowledge-Based Learning Technology Systems
- Chapter 5: Conclusions
- References
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Yes, you can access Innovative Trends in Personalized Software Engineering and Information Systems by C. Troussas,C. Sgouropoulou, Cleo Sgouropoulou in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over 1.5 million books available in our catalogue for you to explore.