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.

Design Recommendations for Intelligent Tutoring Systems

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Publisher : U.S. Army Research Laboratory
ISBN 13 : 0989392325
Total Pages : 426 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 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.

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.

Design Recommendations for Intelligent Tutoring Systems

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Publisher : Robert Sottilare
ISBN 13 : 0989392376
Total Pages : 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 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 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.

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: 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 System - Volume 5: Assessment Methods

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Publisher : US Army Research Laboratory
ISBN 13 : 0997725729
Total Pages : 355 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 355 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 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.

Design Recommendations for Intelligent Tutoring Systems

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Publisher :
ISBN 13 : 9780989392334
Total Pages : pages
Book Rating : 4.3/5 (923 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 . This book was released on 2014-12-10 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Design Recommendations for Intelligent Tutoring Systems

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Publisher :
ISBN 13 : 9780989392310
Total Pages : pages
Book Rating : 4.3/5 (923 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 . This book was released on 2013-12-10 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Hard copy of book

Design Recommendations for Intelligent Tutoring Systems

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Publisher :
ISBN 13 : 9780989392358
Total Pages : pages
Book Rating : 4.3/5 (923 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 . This book was released on 2015-06-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

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.

End-User Considerations in Educational Technology Design

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Publisher : IGI Global
ISBN 13 : 1522526404
Total Pages : 400 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis End-User Considerations in Educational Technology Design by : Roscoe, Rod D.

Download or read book End-User Considerations in Educational Technology Design written by Roscoe, Rod D. and published by IGI Global. This book was released on 2017-06-16 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emerging technologies have enhanced the learning capabilities and opportunities in modern school systems. To continue the effective development of such innovations, the intended users must be taken into account. End-User Considerations in Educational Technology Design is a pivotal reference source for the latest scholarly material on usability testing techniques and user-centered design methodologies in the development of technological tools for learning environments. Highlighting a range of pertinent topics such as multimedia learning, human-computer interaction, and online learning, this book is ideally designed for academics, researchers, school administrators, professionals, and practitioners interested in the design of optimized educational technologies.

AI and education

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Author :
Publisher : UNESCO Publishing
ISBN 13 : 9231004476
Total Pages : 50 pages
Book Rating : 4.2/5 (31 download)

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Book Synopsis AI and education by : Miao, Fengchun

Download or read book AI and education written by Miao, Fengchun and published by UNESCO Publishing. This book was released on 2021-04-08 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) has the potential to address some of the biggest challenges in education today, innovate teaching and learning practices, and ultimately accelerate the progress towards SDG 4. However, these rapid technological developments inevitably bring multiple risks and challenges, which have so far outpaced policy debates and regulatory frameworks. This publication offers guidance for policy-makers on how best to leverage the opportunities and address the risks, presented by the growing connection between AI and education. It starts with the essentials of AI: definitions, techniques and technologies. It continues with a detailed analysis of the emerging trends and implications of AI for teaching and learning, including how we can ensure the ethical, inclusive and equitable use of AI in education, how education can prepare humans to live and work with AI, and how AI can be applied to enhance education. It finally introduces the challenges of harnessing AI to achieve SDG 4 and offers concrete actionable recommendations for policy-makers to plan policies and programmes for local contexts. [Publisher summary, ed]

Ludic, Co-design and Tools Supporting Smart Learning Ecosystems and Smart Education

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Author :
Publisher : Springer Nature
ISBN 13 : 9811573832
Total Pages : 270 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Ludic, Co-design and Tools Supporting Smart Learning Ecosystems and Smart Education by : Óscar Mealha

Download or read book Ludic, Co-design and Tools Supporting Smart Learning Ecosystems and Smart Education written by Óscar Mealha and published by Springer Nature. This book was released on 2020-09-09 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents papers from the 5th International Conference on Smart Learning Ecosystems and Regional Development, which promotes discussions on R&D work, policies, case studies, entrepreneur experiences, with a particular focus on understanding the relevance of smart learning ecosystems for regional development and social innovation, and how the effectiveness of the relation of citizens and smart ecosystems can be boosted. The book explores how technology-mediated instruments can foster citizens’ engagement with learning ecosystems and territories, providing insights into innovative human-centric design and development models/techniques, education/training practices, informal social learning, innovative citizen-driven policies, and technology-mediated experiences and their impact. As such, it will inspire the social innovation sectors and ICT, as well as economic development and deployment strategies and new policies for smarter proactive citizens.