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Design Recommendations For Intelligent Tutoring Systems Volume 7 Self Improving Systems
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Author :Benjamin Goldberg Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center ISBN 13 :099772577X Total Pages :194 pages Book Rating :4.9/5 (977 download)
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.
Author :Anne Sinatra Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center ISBN 13 :0997725850 Total Pages :140 pages Book Rating :4.9/5 (977 download)
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.
Author :Anne Sinatra Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center ISBN 13 :0997725818 Total Pages :154 pages Book Rating :4.9/5 (977 download)
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.
Author :Anne Sinatra Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center ISBN 13 :0997725788 Total Pages :220 pages Book Rating :4.9/5 (977 download)
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.
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.
Book Synopsis Artificial Intelligence Supported Educational Technologies by : Niels Pinkwart
Download or read book Artificial Intelligence Supported Educational Technologies written by Niels Pinkwart and published by Springer Nature. This book was released on 2020-04-29 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes a collection of expanded papers from the 2019 Sino-German Symposium on AI-supported educational technologies, which was held in Wuhan, China, March, 2019. The contributors are distinguished researchers from computer science and learning science. The contributions are organized in four sections: (1) Overviews and systematic perspectives , (2) Example Systems, (3) Algorithms, and (4) Insights gained from empirical studies. For example, different data mining and machine learning methods to quantify different profiles of a learner in different learning situations (including interaction patterns, cognitive modes, knowledge skills, interests and emotions etc.) as well as connections to measurements in psychology and learning sciences are discussed in the chapters.
Author :Benjamin Goldberg Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center ISBN 13 :099772580X Total Pages :166 pages Book Rating :4.9/5 (977 download)
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.
Book Synopsis Radical Solutions and Learning Analytics by : Daniel Burgos
Download or read book Radical Solutions and Learning Analytics written by Daniel Burgos and published by Springer Nature. This book was released on 2020-05-08 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learning Analytics become the key for Personalised Learning and Teaching thanks to the storage, categorisation and smart retrieval of Big Data. Thousands of user data can be tracked online via Learning Management Systems, instant messaging channels, social networks and other ways of communication. Always with the explicit authorisation from the end user, being a student, a teacher, a manager or a persona in a different role, an instructional designer can design a way to produce a practical dashboard that helps him improve that very user’s performance, interaction, motivation or just grading. This book provides a thorough approach on how education, as such, from teaching to learning through management, is improved by a smart analysis of available data, making visible and useful behaviours, predictions and patterns that are hinder to the regular eye without the process of massive data.
Author :Benjamin S. Goldberg Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center ISBN 13 :0997725761 Total Pages :169 pages Book Rating :4.9/5 (977 download)
Book Synopsis Proceedings of the 7th Annual GIFT Users Symposium by : Benjamin S. Goldberg
Download or read book Proceedings of the 7th Annual GIFT Users Symposium written by Benjamin S. Goldberg and published by U.S. Army Combat Capabilities Development Command – Soldier Center. This book was released on 2019-05-17 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings are intended to document the evolutions of GIFT as a tool for the authoring of intelligent tutoring systems (ITSs) and the evaluation of adaptive instructional tools and methods. Papers in this volume were selected with the following goals in mind: (1) The candidate papers describe tools and methods that raise the level of knowledge and/or capability in the ITS research and development community (2) The candidate papers describe research, features, or practical applications of GIFT (3) The candidate papers expand ITSs into previously untapped domains (4) The candidate papers build/expand models of automated instruction for individuals and/or teams
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.
Book Synopsis Ethics and the Good Soldier by : James Arthur
Download or read book Ethics and the Good Soldier written by James Arthur and published by Taylor & Francis. This book was released on 2023-11-01 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: Building on extensive, internationally leading empirical research conducted by the Jubilee Centre for Character and Virtues, this book explores the soldier as a virtuous professional through a close examination of soldiers’ character and ethical reasoning. Starting from the view that virtues such as courage, honesty, loyalty and integrity are core to being a professional soldier, the book draws on insights from British soldiers at three stages of their career – officer cadets (at Sandhurst), junior lieutenants/captains (attending the Junior Officer Tactical Awareness Course), and senior captains (participating in the Captain’s Warfare Course). Drawing upon the Jubilee Centre’s Soldiers of Character study, the book explores soldiers’ character in the professional domain. Including clear implications for practice and research, this is essential reading for all those interested in the character of soldiers in both a professional and academic setting.
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.
Author :Dr. Robert A. Sottilare, US Army Research Laboratory Publisher :U.S. Army Research Laboratory ISBN 13 :0989392325 Total Pages :426 pages Book Rating :4.9/5 (893 download)
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 2014-07-01 with total page 426 pages. 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.
Book Synopsis Advances in Computational Collective Intelligence by : Marcin Hernes
Download or read book Advances in Computational Collective Intelligence written by Marcin Hernes and published by Springer Nature. This book was released on 2020-11-20 with total page 829 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the 12th International Conference on International Conference on Computational Collective Intelligence, ICCCI 2020, held in Da Nang, Vietnam, in November – December 2020. Due to the the COVID-19 pandemic the conference was held online. The 68 papers were thoroughly reviewed and selected from 314 submissions. The papers are organized according to the following topical sections: data mining and machine learning; deep learning and applications for industry 4.0; recommender systems; computer vision techniques; decision support and control systems; intelligent management information systems; innovations in intelligent systems; intelligent modeling and simulation approaches for games and real world systems; experience enhanced intelligence to IoT; data driven IoT for smart society; applications of collective intelligence; natural language processing; low resource languages processing; computational collective intelligence and natural language processing.
Book Synopsis Software Engineering Perspectives in Intelligent Systems by : Radek Silhavy
Download or read book Software Engineering Perspectives in Intelligent Systems written by Radek Silhavy and published by Springer Nature. This book was released on 2020-12-14 with total page 954 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th Computational Methods in Systems and Software 2020 (CoMeSySo 2020) proceedings. Software engineering, computer science and artificial intelligence are crucial topics for the research within an intelligent systems problem domain. The CoMeSySo 2020 conference is breaking the barriers, being held online. CoMeSySo 2020 intends to provide an international forum for the discussion of the latest high-quality research results.
Book Synopsis Instructional Models in Computer-Based Learning Environments by : Sanne Dijkstra
Download or read book Instructional Models in Computer-Based Learning Environments written by Sanne Dijkstra and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last decade there have been rapid developments in the field of computer-based learning environments. A whole new generation of computer-based learning environments has appeared, requiring new approaches to design and development. One main feature of current systems is that they distinguish different knowledge bases that are assumed to be necessary to support learning processes. Current computer-based learning environments often require explicit representations of large bodies of knowledge, including knowledge of instruction. This book focuses on instructional models as explicit, potentially implementable representations of knowledge concerning one or more aspects of instruction. The book has three parts, relating to different aspects of the knowledge that should be made explicit in instructional models: knowledge of instructional planning, knowledge of instructional strategies, and knowledge of instructional control. The book is based on a NATO Advanced Research Workshop held at the University of Twente, The Netherlands in July 1991.
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.
