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Design Recommendations for Intelligent Tutoring Systems

2014-07-01
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Release : 2014-07-01
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Kind : eBook
Book Rating : 325/5 ( reviews)

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Book Synopsis Design Recommendations for Intelligent Tutoring Systems by : Dr. Robert A. Sottilare, US Army Research Laboratory

Download or read book Design Recommendations for Intelligent Tutoring Systems written by Dr. Robert A. Sottilare, US Army Research Laboratory. This book was released on 2014-07-01. Available in PDF, EPUB and Kindle. Book excerpt: Design Recommendations for Intelligent Tutoring Systems explores the impact of intelligent tutoring system design on education and training. Specifically, this volume examines “Instructional Management” techniques, strategies and tactics, and identifies best practices, emerging concepts and future needs to promote efficient and effective adaptive tutoring solutions. Design recommendations include current, projected, and emerging capabilities within the Generalized Intelligent Framework for Tutoring (GIFT), an open source, modular, service-oriented architecture developed to promote simplified authoring, reuse, standardization, automated instructional management and analysis of tutoring technologies.

Design Recommendations for Intelligent Tutoring Systems: Volume 6 - Team Tutoring

2018-08-15
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Release : 2018-08-15
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Kind : eBook
Book Rating : 745/5 ( reviews)

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Book Synopsis Design Recommendations for Intelligent Tutoring Systems: Volume 6 - Team Tutoring by : Robert A. Sottilare

Download or read book Design Recommendations for Intelligent Tutoring Systems: Volume 6 - Team Tutoring written by Robert A. Sottilare. This book was released on 2018-08-15. Available in PDF, EPUB and Kindle. Book excerpt: This book on team tutoring is the sixth in a planned series of books that examine key topics (e.g., learner modeling, instructional strategies, authoring, domain modeling, assessment, impact on learning, team tu-toring, machine learning for self-improving systems, potential standards, and learning effect evaluation methods) in intelligent tutoring system (ITS) design. This book focuses on team tutoring. The discussion chapters in this book examine topics through the lens of the Generalized Intelligent Framework for Tutoring (GIFT) (Sottilare, Brawner, Goldberg & Holden, 2012; Sottilare, Brawner, Sinatra, & Johnston, 2017). GIFT is a modular, service-oriented architecture created to reduce the cost and skill required to author ITSs, distribute ITSs, manage instruction within ITSs, and evaluate the effect of ITS technologies on learning, performance, retention, transfer of skills, and other instructional outcomes. Along with this volume, the first five books in this series, Learner Modeling (ISBN 978-0-9893923-0-3), Instructional Management (ISBN 978-0-9893923-2-7), Authoring Tools (ISBN 978-0-9893923-6-5), Domain Modeling (978-0-9893923-9-6) and Assessment Methods (ISBN 978-0-9977257-2-8) are freely avail-able at www.GIFTtutoring.org and on Google Play.

Design Recommendations for Intelligent Tutoring Systems

2013-08-01 Computers
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Release : 2013-08-01
Genre : Computers
Kind : eBook
Book Rating : 309/5 ( reviews)

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Book Synopsis Design Recommendations for Intelligent Tutoring Systems by : Dr. Robert A. Sottilare, US Army Research Laboratory

Download or read book Design Recommendations for Intelligent Tutoring Systems written by Dr. Robert A. Sottilare, US Army Research Laboratory. This book was released on 2013-08-01. Available in PDF, EPUB and Kindle. Book excerpt: Design Recommendations for Intelligent Tutoring Systems explores the impact of computer-based tutoring system design on education and training. Specifically, this volume, “Learner Modeling” examines the fundamentals of learner modeling and identifies best practices, emerging concepts and future needs to promote efficient and effective tutoring. Part of our design recommendations include current, projected, and needed capabilities within the Generalized Intelligent Framework for Tutoring (GIFT), an open source, modular, service-oriented architecture developed to promote simplified authoring, reuse, standardization, automated instruction and evaluation of tutoring technologies.

Design Recommendations for Intelligent Tutoring Systems

2015-07-05 Education
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Release : 2015-07-05
Genre : Education
Kind : eBook
Book Rating : 376/5 ( reviews)

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Book Synopsis Design Recommendations for Intelligent Tutoring Systems by : Robert Sottilare

Download or read book Design Recommendations for Intelligent Tutoring Systems written by Robert Sottilare. This book was released on 2015-07-05. Available in PDF, EPUB and Kindle. Book excerpt: Design Recommendations for Intelligent Tutoring Systems (ITSs) explores the impact of intelligent tutoring system design on education and training. Specifically, this volume examines “Authoring Tools and Expert Modeling Techniques”. The “Design Recommendations book series examines tools and methods to reduce the time and skill required to develop Intelligent Tutoring Systems with the goal of improving the Generalized Intelligent Framework for Tutoring (GIFT). GIFT is a modular, service-oriented architecture developed to capture simplified authoring techniques, promote reuse and standardization of ITSs along with automated instructional techniques and effectiveness evaluation capabilities for adaptive tutoring tools and methods.

Design Recommendations for Intelligent Tutoring Systems: Volume 8 - Data Visualization

2020-12-30 Computers
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Release : 2020-12-30
Genre : Computers
Kind : eBook
Book Rating : 788/5 ( reviews)

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Book Synopsis Design Recommendations for Intelligent Tutoring Systems: Volume 8 - Data Visualization by : Anne Sinatra

Download or read book Design Recommendations for Intelligent Tutoring Systems: Volume 8 - Data Visualization written by Anne Sinatra. This book was released on 2020-12-30. Available in PDF, EPUB and Kindle. Book excerpt: This book on data visualization is the eighth in a planned series of books that examine key topics (e.g., learner modeling, instructional strategies, authoring, domain modeling, assessment, team tutoring, self-improving systems, data visualization, and competency based scenario design) in intelligent tutoring system (ITS) design. This book focuses on data visualization and how it is applied in ITSs. The chapters within this book specifically examine topics in relationship to the Generalized Intelligent Framework for Tutoring (GIFT) (Sottilare, Brawner, Goldberg & Holden, 2012; Sottilare, Brawner, Sinatra, & Johnston, 2017). GIFT is an open-source, domain-independent, modular, service-oriented architecture for ITSs. The design of GIFT allows for reusability, reduction in authoring time, and reducing the skill level needed to create an ITS. GIFT provides functionality to create ITSs, distribute ITSs to learners through the Cloud, conduct research to evaluate ITSs, and to examine instructional outcomes. Data visualization is an important topic for ITSs, as there are many different users of the systems (including learners, instructors, researchers, subject matter experts). The data that is collected by the ITS can be organized and displayed in a number of different ways. The current book includes a general discussion of how data visualizations can be applied in ITSs, as well as detailed specific examples of existing implementations, and technical details related to incorporating data visualization in ITSs. We believe this book can be used as a design tool for data visualization interfaces in ITSs.

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