Intelligent Tutoring Systems In E Learning Environments Design Implementation And Evaluation
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Intelligent Tutoring Systems In E Learning Environments Design Implementation And Evaluation
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Author : Stankov, Slavomir
language : en
Publisher: IGI Global
Release Date : 2010-07-31
Intelligent Tutoring Systems In E Learning Environments Design Implementation And Evaluation written by Stankov, Slavomir and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-31 with Computers categories.
"This book addresses intelligent tutoring system (ITS) environments from the standpoint of information and communication technology (ICT) and the recent accomplishments within both the e-learning paradigm and e-learning systems"--Provided by publisher.
Design Recommendations For Intelligent Tutoring Systems
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Author : Robert Sottilare
language : en
Publisher: Robert Sottilare
Release Date : 2015-07-05
Design Recommendations For Intelligent Tutoring Systems written by Robert Sottilare and has been published by Robert Sottilare this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-05 with Education categories.
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
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Author : Dr. Robert A. Sottilare, US Army Research Laboratory
language : en
Publisher: U.S. Army Research Laboratory
Release Date : 2013-08-01
Design Recommendations For Intelligent Tutoring Systems written by Dr. Robert A. Sottilare, US Army Research Laboratory and has been published by U.S. Army Research Laboratory this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-01 with Computers categories.
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
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Author : Dr. Robert A. Sottilare, US Army Research Laboratory
language : en
Publisher: U.S. Army Research Laboratory
Release Date : 2014-07-01
Design Recommendations For Intelligent Tutoring Systems written by Dr. Robert A. Sottilare, US Army Research Laboratory and has been published by U.S. Army Research Laboratory this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-01 with categories.
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.
Building Intelligent Interactive Tutors
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Author : Beverly Park Woolf
language : en
Publisher: Morgan Kaufmann
Release Date : 2010-07-28
Building Intelligent Interactive Tutors written by Beverly Park Woolf and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-28 with Computers categories.
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
Design Recommendations For Intelligent Tutoring Systems Volume 11 Professional Career Education
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Author : Anne Sinatra
language : en
Publisher: U.S. Army Combat Capabilities Development Command – Soldier Center
Release Date : 2023-09-01
Design Recommendations For Intelligent Tutoring Systems Volume 11 Professional Career Education written by Anne Sinatra and has been published by U.S. Army Combat Capabilities Development Command – Soldier Center this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-01 with Computers categories.
The Design Recommendations for Intelligent Tutoring Systems series has covered many different topics over the past ten years. Those topics have ranged from general components of intelligent tutoring systems (ITSs) (Learner Modeling, Instructional Management, Authoring Tools, Domain Modeling) to advanced elements (Assessment Methods, Team Tutoring, Self-Improving Systems, Data Visualization, Competency Based-Scenario Design). Our most recent previous volume included a series of Strengths, Weaknesses, Opportunities, and Threats (SWOT) Analyses on all the initial topics as well as overviews of ITSs in general and the Generalized Intelligent Framework for Tutoring (GIFT) software (Sottilare et al., 2012; Sottilare et al., 2017; Goldberg & Sinatra, 2023). Each book in the Design Recommendations for Intelligent Tutoring Systems series has been associated with an Expert Workshop on the same topic. These workshops are part of a cooperative agreement (W911NF18-2-0039) between US Army Combat Capabilities Development Command (DEVCOM) Soldier Center and University of Memphis. One of the goals of the expert workshops is to learn more about ITS capabilities that are being developed, and how these approaches, as well as lessons learned, could enhance the GIFT software (GIFT is freely available at https://www.GIFTtutoring.org). Invited experts in industry, academia, and government discuss the expert workshop topic, their applicable work, and suggestions for improving GIFT in what is usually a two day event. Both the University of Memphis and GIFT Teams participate in the workshop, help to guide discussion, and ask questions that will provide insight into current challenges in GIFT. The expert workshop associated with this current book was held virtually in October 2022, and included presentations about both general approaches and specific applications to professional education in ITSs. Additionally, the University of Memphis team that participated in the workshop included Arthur C. Graesser, Xiangen Hu, Vasile Rus, and Jody Cockroft. The US Army DEVCOM Soldier Center team who participated in the workshop included Benjamin Goldberg, Gregory Goodwin, Anne M. Sinatra, Randall Spain, and Lisa N. Townsend. The current volume and the expert workshop that was associated with it, branched out in a new direction and rather than addressing specific components of an ITS or types of features/approaches that could be included in ITSs, it focused on how to apply an ITS for specific types of training. The specific focus was on ITSs for Professional Career Education. This topic area was selected, as in general, ITS research tends to be focused on K-12 or college education, and in many cases on domains such as algebra or physics. However, for the military, and for industry, trainees are adult learners and domains tend to be more active, applied, and experiential. This workshop provided an opportunity for discussion of specific examples of applied training that occurs with ITSs, as well as discussion of general approaches and considerations for applied professional education in ITSs.
Design Recommendations For Intelligent Tutoring System Volume 5 Assessment Methods
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Author : Dr. Robert Sottilare
language : en
Publisher: US Army Research Laboratory
Release Date : 2017-08-28
Design Recommendations For Intelligent Tutoring System Volume 5 Assessment Methods written by Dr. Robert Sottilare and has been published by US Army Research Laboratory this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-28 with categories.
This book is the fifth in a planned series of books that examine key topics (e.g., learner modeling, instructional strategies, authoring, domain modeling, assessment, impact on learning, team tutoring, machine learning, and potential standards) in intelligent tutoring system (ITS) design 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, 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 four 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) and Domain Modeling (978-0-9893923-9-6) are freely available at www.GIFTtutoring.org and on Google Play.
Cognitive Tutor
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Author : Ninni Singh
language : en
Publisher: Springer Nature
Release Date : 2022-09-17
Cognitive Tutor written by Ninni Singh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-17 with Computers categories.
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.
Intelligent Tutoring Systems
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Author : Alessandro Micarelli
language : en
Publisher: Springer
Release Date : 2016-06-01
Intelligent Tutoring Systems written by Alessandro Micarelli and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-01 with Education categories.
This book constitutes the refereed proceedings of the 13th International Conference on Intelligent Tutoring Systems, ITS 2016, held in Zagreb, Croatia, in June 2016. The 20 revised full papers, 32 short papers, 35 posters, and 7 young researchers’ track papers presented in this volume were carefully reviewed and selected from 147 submissions. The specific theme of the ITS 2016 conference is "Adaptive Learning in Real World Contexts". ITS 2016 covers a wide range of topics such as: intelligent tutoring; informal learning environments, learning as a side effect of interactions; collaborative and group learning, communities of practice and social networks; simulation-based learning and serious games; dialogue and discourse during learning interactions; co-adaptation between technologies and human learning; ubiquitous and mobile learning environments; empirical studies of learning with technologies, understanding human learning on the web; adaptive support for learning, models of learners, diagnosis and feedback; modeling of motivation, metacognition, and affect aspects of learning; recommender systems for learning; virtual pedagogical agents and learning companions; ontological modeling, semantic web technologies and standards for learning; multi-agent and service oriented architectures for learning and tutoring environments; educational exploitation of data mining and machine learning techniques; instructional design principles or design patterns for educational environments; authoring tools and development methodologies for advanced learning technologies; domain-specific learning technologies, e.g. language, mathematics, reading, science, medicine, military, and industry; non conventional interactions between artificial intelligence and human learning; and privacy and security in e-learning environments.
Facilitating The Development And Use Of Interactive Learning Environments
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Author : Charles P. Bloom
language : en
Publisher: CRC Press
Release Date : 2020-08-26
Facilitating The Development And Use Of Interactive Learning Environments written by Charles P. Bloom and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-26 with Psychology categories.
Intelligent tutoring technology is on the verge of a breakthrough into the mainstream of training and education. Over the past 25 years, researchers have learned not only what it takes to develop an effective intelligent tutoring system (ITS), but also what it takes to deploy and use one--the true barometer of a technology's success. This volume brings together a cross-section of ITS researchers from academia, industry, and the government to talk about their experiences in ITS development and technology transfer, both successful and unsuccessful. Section 1 is devoted to detailed descriptions of tools and methods ITS developers can employ during development to facilitate technology adoption. It includes discussions of the paradigmatic change in learning and instructional design that ITS fosters, techniques for gathering design information for ITS domains where empirical or knowledge-based methods are inappropriate, and the conduct of cost-benefits analyses to facilitate ITS funding decisions. Sections 2 and 3 offer numerous case studies of ITS deployment from both industry and the government. All of these case studies--regardless of outcome--provide valuable insights into the dos and don'ts of ITS technology transfer. This volume will be an invaluable resource for all researchers and developers of ITS, as well as for managers and personnel in education and training organizations who must adopt and use ITS technology, and information systems and computing support organization professionals who must support it if it is to succeed.