Design Recommendations for Intelligent Tutoring System - Volume 5: Assessment Methods

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Publisher : US Army Research Laboratory
ISBN 13 : 0997725729
Total Pages : 364 pages
Book Rating : 4.9/5 (977 download)

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Book Synopsis Design Recommendations for Intelligent Tutoring System - Volume 5: Assessment Methods by : Dr. Robert Sottilare

Download or read book Design Recommendations for Intelligent Tutoring System - Volume 5: Assessment Methods written by Dr. Robert Sottilare and published by US Army Research Laboratory. This book was released on 2017-08-28 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Design Recommendations for Intelligent Tutoring Systems: Volume 10 - Strengths, Weaknesses, Opportunities and Threats (SWOT) Analysis of Intelligent Tutoring Systems

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Publisher : U.S. Army DEVCOM – Soldier Center
ISBN 13 : 0997725834
Total Pages : 160 pages
Book Rating : 4.9/5 (977 download)

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Book Synopsis Design Recommendations for Intelligent Tutoring Systems: Volume 10 - Strengths, Weaknesses, Opportunities and Threats (SWOT) Analysis of Intelligent Tutoring Systems by : Anne Sinatra

Download or read book Design Recommendations for Intelligent Tutoring Systems: Volume 10 - Strengths, Weaknesses, Opportunities and Threats (SWOT) Analysis of Intelligent Tutoring Systems written by Anne Sinatra and published by U.S. Army DEVCOM – Soldier Center. This book was released on 2023-03-10 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a resource for those who are new to intelligent tutoring systems (ITSs), as well as those with a great deal of experience with them. This is the tenth book in our Design Recommendations for Intelligent Tutoring Systems book series. The focus of this book is on Strengths, Weaknesses, Opportunities, and Threats (SWOT) Analyses of varying components of ITSs. Each chapter in the book represents a different topic area, and includes a SWOT analysis that is specific to that topic and how it relates to ITSs. This book can be read in order, or a reader can choose a specific topic area and move directly to that chapter. Each SWOT Analysis describes the current state of the topic area, and how the lessons learned from the analysis could be applied to the Generalized Intelligent Framework for Tutoring (GIFT) (Sottilare et al., 2012; Sottilare et al., 2017). GIFT is an ITS architecture that is open-source, modular, and domain independent (Sottilare et al., 2017). Each book in the design recommendations series has addressed a different ITS topic area, and how the work in each chapter can relate to and inform the GIFT architecture. GIFT has continually been in development, with features consistently being added to improve functionality, as well as reduce the skill requirement for authoring content in GIFT. GIFT is freely available in both downloadable and Cloud versions at https://www.GIFTtutoring.org.

Design Recommendations for Intelligent Tutoring Systems: Volume 9 - Competency-Based Scenario Design

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Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center
ISBN 13 : 0997725818
Total Pages : 154 pages
Book Rating : 4.9/5 (977 download)

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Book Synopsis Design Recommendations for Intelligent Tutoring Systems: Volume 9 - Competency-Based Scenario Design by : Anne Sinatra

Download or read book Design Recommendations for Intelligent Tutoring Systems: Volume 9 - Competency-Based Scenario Design written by Anne Sinatra and published by U.S. Army Combat Capabilities Development Command – Soldier Center. This book was released on 2022-02-02 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the topic of competency-based scenario design as it relates to Intelligent Tutoring Systems (ITSs). The current book is the ninth in a series of books that examine key topics in ITSs. The chapters in this book specifically relate the work presented to applications for the Generalized Intelligent Framework for Tutoring (GIFT) (Sottilare, Brawner, Goldberg, & Holden, 2012; Sottilare, Brawner, Sinatra, & Johnston, 2017). GIFT is an open-source, domain independent, service-oriented, modular architecture for ITSs. GIFT has specifically been designed to allow for reusability of the GIFT architecture, GIFT tools, and instructional content materials. Further, GIFT has been designed with the goals of reducing the amount of time necessary to author ITSs, and reducing the skill level required for the authoring process. GIFT can be used to create ITSs that can be distributed both locally on a computer and virtually in the Cloud. In addition to creating ITSs, GIFT can be used to examine instructional outcomes, and conduct research. The topic of this book, Competency-Based Scenario Design is highly relevant to the development of ITSs. Scenarios are information-rich task/problem contexts that are closely aligned with real-world situations that professionals face in their jobs. The tasks/problems exhibit ecological validity rather than stripped-down abstract simplifications. Developers of ITSs and other adaptive instructional systems need to have principled guidance on how to design these scenarios. An example scenario may be a close match to a particular situation in the past, but not be representative of a large range of situations that professionals experience in their job. An example scenario may be very realistic, but not provide reliable and valid assessments of the learners' performance to guide assessments (summative, formative, or stealth). Research teams that build high quality scenarios need to include expertise in the targeted profession, assessment, learning science, and computer science. The current book brings together experts on ITSs to discuss their work as it applies to Competency-Based Scenario Design. We believe that this book can be used as a resource for those who have an interest in developing Scenarios for ITSs, and who want to learn more about how to do so.

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

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Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center
ISBN 13 : 0997725788
Total Pages : 220 pages
Book Rating : 4.9/5 (977 download)

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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 and published by U.S. Army Combat Capabilities Development Command – Soldier Center. This book was released on 2020-12-30 with total page 220 pages. 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.

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

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Publisher : US Army Research Laboratory
ISBN 13 : 0997725745
Total Pages : 259 pages
Book Rating : 4.9/5 (977 download)

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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 and published by US Army Research Laboratory. This book was released on 2018-08-15 with total page 259 pages. 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.

Building Intelligent Tutoring Systems for Teams

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Publisher : Emerald Group Publishing
ISBN 13 : 1787544745
Total Pages : 338 pages
Book Rating : 4.7/5 (875 download)

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Book Synopsis Building Intelligent Tutoring Systems for Teams by : Joan Johnston

Download or read book Building Intelligent Tutoring Systems for Teams written by Joan Johnston and published by Emerald Group Publishing. This book was released on 2018-09-20 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume explores advances in theory, research and technologies needed to advance the state of the art of intelligent tutoring systems (ITSs) for teams.

Adaptive Instructional Systems. Adaptation Strategies and Methods

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Publisher : Springer Nature
ISBN 13 : 3030778738
Total Pages : 249 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Adaptive Instructional Systems. Adaptation Strategies and Methods by : Robert A. Sottilare

Download or read book Adaptive Instructional Systems. Adaptation Strategies and Methods written by Robert A. Sottilare and published by Springer Nature. This book was released on 2021-07-03 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 12792 and 12793 constitutes the refereed proceedings of the Third International Conference on Adaptive Instructional Systems, AIS 2021, held as part of the 23rd International Conference, HCI International 2021, which took place in July 2021. Due to COVID-19 pandemic the conference was held virtually. The total of 1276 papers and 241 posters included in the 39 HCII 2021 proceedings volumes was carefully reviewed and selected from 5222 submissions. The papers of AIS 2021, Part II, focus on Learner Modelling and State Assessment in AIS.

Adaptive Instructional Systems

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Publisher : Springer Nature
ISBN 13 : 3031058879
Total Pages : 326 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Adaptive Instructional Systems by : Robert A. Sottilare

Download or read book Adaptive Instructional Systems written by Robert A. Sottilare and published by Springer Nature. This book was released on 2022-06-16 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Conference on Adaptive Instructional Systems, AIS 2022, held as part of the 23rd International Conference, HCI International 2022, which was held virtually in June/July 2022. The total of 1271 papers and 275 posters included in the HCII 2022 proceedings was carefully reviewed and selected from 5487 submissions. The AIS 2022 proceedings were organized in the following topical sections: Learner Modeling and State Assessment for Adaptive Instructional Decisions; Adaptation Design to Individual Learners and Teams; Design and Development of Adaptive Instructional Systems; Evaluating the Effectiveness of Adaptive Instructional Systems.

Design Recommendations for Intelligent Tutoring Systems: Volume 7 - Self-Improving Systems

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Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center
ISBN 13 : 099772577X
Total Pages : 194 pages
Book Rating : 4.9/5 (977 download)

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Book Synopsis Design Recommendations for Intelligent Tutoring Systems: Volume 7 - Self-Improving Systems by : Benjamin Goldberg

Download or read book Design Recommendations for Intelligent Tutoring Systems: Volume 7 - Self-Improving Systems written by Benjamin Goldberg and published by U.S. Army Combat Capabilities Development Command – Soldier Center. This book was released on 2019-10-23 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book on self-improving systems is the seventh 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, self-improving systems, data visualization) in intelligent tutoring system (ITS) design. This book focuses on self-improving systems. The discussion chapters in this book examine topics through the lens of the Generalized Intelligent Framework for Tutoring (GIFT). 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.

Proceedings of the Ninth Annual GIFT Users Symposium (GIFTsym9)

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Publisher : U.S. Army DEVCOM – Soldier Center
ISBN 13 : 0997725796
Total Pages : 219 pages
Book Rating : 4.9/5 (977 download)

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Book Synopsis Proceedings of the Ninth Annual GIFT Users Symposium (GIFTsym9) by : Benjamin Goldberg

Download or read book Proceedings of the Ninth Annual GIFT Users Symposium (GIFTsym9) written by Benjamin Goldberg and published by U.S. Army DEVCOM – Soldier Center. This book was released on 2021-05-26 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: The GIFT Users Symposia began in 2013 with the goal to capture successful implementations of GIFT from the user community and to share recommendations leading to more useful capabilities for authors, researchers, and learners of Adaptive Instructional Systems (AIS). The attached proceedings resulted from papers accepted for the 9th Annual GIFT Users Symposium held virtually (due to COVID-19) on 26-27 May 2021. It is a excellent collection of contributions covering all aspects of AIS implementation, with special attention towards future training and education concepts centered around collaboration and team dynamics.

Proceedings of the 8th Annual Generalized Intelligent Framework for Tutoring (GIFT) Users Symposium (GIFTSym8)

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Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center
ISBN 13 : 099772580X
Total Pages : 166 pages
Book Rating : 4.9/5 (977 download)

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Book Synopsis Proceedings of the 8th Annual Generalized Intelligent Framework for Tutoring (GIFT) Users Symposium (GIFTSym8) by : Benjamin Goldberg

Download or read book Proceedings of the 8th Annual Generalized Intelligent Framework for Tutoring (GIFT) Users Symposium (GIFTSym8) written by Benjamin Goldberg and published by U.S. Army Combat Capabilities Development Command – Soldier Center. This book was released on 2020-05-28 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: The GIFT Users Symposia began in 2013 with the goal to capture successful implementations of GIFT from the user community and to share recommendations leading to more useful capabilities for authors, researchers, and learners of Adaptive Instructional Systems (AIS). The attached proceedings resulted from papers accepted for the 8th Annual GIFT Users Symposium held virtually (due to COVID-19) on 28-29 May 2020. It is a excellent collection of contributions covering all aspects of AIS implementation, with special attention towards future training and education concepts centered around collaboration and team dynamics.

Design Recommendations for Intelligent Tutoring Systems

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Author :
Publisher : Robert Sottilare
ISBN 13 : 0989392376
Total Pages : 412 pages
Book Rating : 4.9/5 (893 download)

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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 and published by Robert Sottilare. This book was released on 2015-07-05 with total page 412 pages. 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 4 - Domain Modeling

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Publisher : US Army Research Laboratory
ISBN 13 : 0989392392
Total Pages : 259 pages
Book Rating : 4.9/5 (893 download)

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Book Synopsis Design Recommendations for Intelligent Tutoring Systems: Volume 4 - Domain Modeling by : Robert A. Sottilare

Download or read book Design Recommendations for Intelligent Tutoring Systems: Volume 4 - Domain Modeling written by Robert A. Sottilare and published by US Army Research Laboratory. This book was released on 2016-07-15 with total page 259 pages. 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 “Domain Modeling”. 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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Publisher : U.S. Army Research Laboratory
ISBN 13 : 0989392309
Total Pages : 303 pages
Book Rating : 4.9/5 (893 download)

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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 and published by U.S. Army Research Laboratory. This book was released on 2013-08-01 with total page 303 pages. 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.

Handbook of Research on Science Learning Progressions

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Publisher : Taylor & Francis
ISBN 13 : 1040042147
Total Pages : 555 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Handbook of Research on Science Learning Progressions by : Hui Jin

Download or read book Handbook of Research on Science Learning Progressions written by Hui Jin and published by Taylor & Francis. This book was released on 2024-07-30 with total page 555 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gathering contributions from leading scholars around the world, this handbook offers a comprehensive resource on the most recent advances in research surrounding the theories, methodologies, and applications of science learning progressions. Researchers and educators have used learning progressions to guide the design and alignment of curriculum, instruction, and assessment, and to help students learn scientific knowledge and practices in a coherent and connected way across multiple years. This handbook lays out the development and current state of research in this field across four sections: learning progression theories and methodologies; learning progressions to promote student learning; teachers’ learning and use of learning progressions; and new technology in learning progression research. Featuring internationally-recognized experts in learning progression research as well as up-and-coming voices, the Handbook of Research on Science Learning Progressions offers a defining new resource for researchers, teachers and teacher educators, and curriculum and assessment developers in science education.

Design Recommendations for Intelligent Tutoring Systems: Volume 11 - Professional Career Education

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Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center
ISBN 13 : 0997725850
Total Pages : 140 pages
Book Rating : 4.9/5 (977 download)

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Book Synopsis Design Recommendations for Intelligent Tutoring Systems: Volume 11 - Professional Career Education by : Anne Sinatra

Download or read book Design Recommendations for Intelligent Tutoring Systems: Volume 11 - Professional Career Education written by Anne Sinatra and published by U.S. Army Combat Capabilities Development Command – Soldier Center. This book was released on 2023-09-01 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Innovative Assessment of Collaboration

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Publisher : Springer
ISBN 13 : 3319332619
Total Pages : 343 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Innovative Assessment of Collaboration by : Alina A. von Davier

Download or read book Innovative Assessment of Collaboration written by Alina A. von Davier and published by Springer. This book was released on 2017-04-04 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume provides a platform for experts from various fields to introduce and discuss their different perspectives on the topic of teamwork and collaborative problem solving. It brings together researchers in organizational teaming, educational collaboration, tutoring, simulation, and gaming as well as those involved in statistical and psychometric process modelling. This book seeks to channel this expertise towards advances in the measurement and assessment of cognitive and non-cognitive skills of individuals and teams.