Cognitive Tutor
Custom-Tailored Pedagogical Approach
Series: Advanced Technologies and Societal Change;
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22 184 Ft
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Product details:
- Edition number 1st ed. 2022
- Publisher Springer Nature Singapore
- Date of Publication 19 September 2023
- Number of Volumes 1 pieces, Book
- ISBN 9789811951992
- Binding Paperback
- See also 9789811951961
- No. of pages180 pages
- Size 235x155 mm
- Weight 302 g
- Language English
- Illustrations X, 180 p. 86 illus., 62 illus. in color. Illustrations, black & white 497
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Long description:
This book illustrates the design, development, and evaluation of personalized intelligent tutoring systems that emulate human cognitive intelligence by incorporating artificial intelligence. Artificial intelligence is an advanced field of research. It is particularly used in the field of education to increase the effectiveness of teaching and learning techniques. With the advancement of internet technology, there is a rapid growth in web based distance learning modality. This mode of learning is better known as the e-learning system. These systems present low intelligence because they offer a pre-identified learning frame to their learners. The advantage of these systems is to offer to learn anytime and anyplace without putting emphasis on a learner's needs, competency level, and previous knowledge. Every learner has different grasping levels, previous knowledge, and preferred mode of learning, and hence, the learning process of one individual may significantly vary from other individuals.
This book provides a complete reference for students, researchers, and industry practitioners interested in keeping abreast of recent advancements in this field. It encompasses cognitive intelligence and artificial intelligence which are very important for deriving a roadmap for future research on intelligent systems.
Table of Contents:
Introduction.- Domain Modeling.- Pedagogy Modeling.- Building SeisTutor Intelligent Tutoring System for Experimental Learning Domain.- Pedagogy Modeling for Building SeisTutor Intelligent Tutoring System.- Execution of developed Intelligent Tutoring System.- Performance Metrics: Intelligent Tutoring System.- Analysis of Performance Metrics.
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