Konstantina Chrysafiadi's Books

Advances in Personalized Web-Based Education

By: Konstantina Chrysafiadi,Maria Virvou

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Advances in Personalized Web-Based Education

By: Konstantina Chrysafiadi,Maria Virvou

This book aims to provide important information about adaptivity in computer-based and/or web-based educational systems. In order to make the student modeling process clear, a literature review concerning student modeling techniques and approaches during the past decade is presented in a special chapter. A novel student modeling approach including fuzzy logic techniques is presented. Fuzzy logic is used to automatically model the learning or forgetting process of a student. The presented novel student model is responsible for tracking cognitive state transitions of learners with respect to their progress or non-progress. It maximizes the effectiveness of learning and contributes, significantly, to the adaptation of the learning process to the learning pace of each individual learner. Therefore the book provides important information to researchers, educators and software developers of computer-based educational software ranging from e-learning and mobile learning systems to educational games including stand alone educational applications and intelligent tutoring systems.

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Page Count

171

Publisher

Springer

Published Date

ISBN 10

3319128957

ISBN 13

9783319128955

Fuzzy Logic-Based Software Systems

By: Konstantina Chrysafiadi

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Fuzzy Logic-Based Software Systems

By: Konstantina Chrysafiadi

This book aims to provide information about significant advances of Fuzzy Logic in software systems to researchers, scientists, educators, students, software engineers and developers. In particular, this book explains how Fuzzy Logic, can be used in software systems to automatically predict, model, decide, diagnose, recommend etc.. In more details, Fuzzy Logic is an artificial intelligent technique that is ideal for successfully addressing, , the uncertainty, imprecision and vagueness that exist in many diverse scientific and technological areas. It was introduced by Lotfi A. Zadeh of the University of California at Berkeley, as a methodology for computing with words. This ability of Fuzzy Logic allows the representation of imprecise and vague data in a more realistic way. Therefore, Fuzzy Logic-based systems can simulate the human reasoning and decision-making processes, addressing the human subjectivity. Fuzzy Logic-based software systems are referred to any software that concerns an automated program or process that is used in everyday life, like heating or air-conditioning system, or in the scientific world, like a medical diagnostic system, which uses Fuzzy Logic in order to perform reasoning. A Fuzzy Logic-based system consists of three basic modules: Fuzzifier, Inference Engine and Defuzzifier. The Fuzzifier accepts as input numerical data and assigns them to fuzzy sets with some degree of membership, converting crisp data to fuzzy sets. The Inference Engine applies fuzzy rules over the defined fuzzy sets and produces outputs based on linguistic information. The Defuzzifier, converts fuzzy values into crisp values. The use of Fuzzy Logic in software systems constitutes a compelling and active research area in recent years, especially due to the increased interest in artificial intelligence. In the view of the above, this book presents thoroughly the Fuzzy Logic theory and the structure and operation of a Fuzzy Logic-based system. It also explains the role of Fuzzy Logic in artificial intelligence and smart applications, presenting how it can improve the efficiency and effectiveness of automatic processes and tasks. Furthermore, the book describes techniques of artificial intelligence with which the fuzzy logic is combined and how. Furthermore, this book presents several Fuzzy Logic-based software systems in the discipline of medicine, education, decision making and recommendation, natural language processing, automotive engineering and industry, heating, ventilation and air-conditioning, navigation, scheduling, network traffic and security. Thereby, this book can provide deep insights and valuable information not only to readers of computer science-related disciplines, but also to readers, who come from a variety of disciplines and are interesting in systems that perform tasks related to their discipline, in a more efficient way.

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Page Count

187

Publisher

Springer Nature

Published Date

ISBN 10

3031444574

ISBN 13

9783031444579

Advances in Personalized Web-Based Education

By: Konstantina Chrysafiadi,Maria Virvou

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Advances in Personalized Web-Based Education

By: Konstantina Chrysafiadi,Maria Virvou

Average ratings

N/A

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Solve jigsaw puzzle

Age

Page Count

171

Publisher

Springer

Published Date

ISBN 10

3319128957

ISBN 13

9783319128955

Fuzzy Logic-Based Software Systems

By: Konstantina Chrysafiadi

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Fuzzy Logic-Based Software Systems

By: Konstantina Chrysafiadi

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N/A

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Solve jigsaw puzzle

Age

Page Count

187

Publisher

Springer Nature

Published Date

ISBN 10

3031444574

ISBN 13

9783031444579

Book's by Konstantina Chrysafiadi

Advances in Personalized Web-Based Education

Advances in Personalized Web-Based Education

Fuzzy Logic-Based Software Systems

Fuzzy Logic-Based Software Systems

Advances in Personalized Web-Based Education

Advances in Personalized Web-Based Education

Fuzzy Logic-Based Software Systems

Fuzzy Logic-Based Software Systems

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