Download or read book Personalizing Training With Adaptive Learning Systems written by James Bennett and published by Association for Talent Development. This book was released on 2018-05-01 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptive learning systems allow corporations to enhance and adjust training to the individual learner. Adaptive learning also allows companies to measure and assess what training participants have learned and how to further help them. In “Personalizing Training With Adaptive Learning Systems,” James Bennett presents an overview of adaptive learning and then dives deeper into details that will make working with adaptive learning systems much easier and more effective. This issue of TD at Work: · identifies the types of problems adaptive learning solves · defines common components of adaptive learning systems · discusses designing and developing in an adaptive system, including providing a design steps template · addresses what to look for when choosing an adaptive learning system.
Download or read book Innovative Learning Environments in STEM Higher Education written by Jungwoo Ryoo and published by Springer Nature. This book was released on 2021-03-11 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: As explored in this open access book, higher education in STEM fields is influenced by many factors, including education research, government and school policies, financial considerations, technology limitations, and acceptance of innovations by faculty and students. In 2018, Drs. Ryoo and Winkelmann explored the opportunities, challenges, and future research initiatives of innovative learning environments (ILEs) in higher education STEM disciplines in their pioneering project: eXploring the Future of Innovative Learning Environments (X-FILEs). Workshop participants evaluated four main ILE categories: personalized and adaptive learning, multimodal learning formats, cross/extended reality (XR), and artificial intelligence (AI) and machine learning (ML). This open access book gathers the perspectives expressed during the X-FILEs workshop and its follow-up activities. It is designed to help inform education policy makers, researchers, developers, and practitioners about the adoption and implementation of ILEs in higher education.
Download or read book Intelligent Adaptation and Personalization Techniques in Computer Supported Collaborative Learning written by Thanasis Daradoumis and published by Springer Science & Business Media. This book was released on 2012-03-14 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptation and personalization have been extensively studied in CSCL research community aiming to design intelligent systems that adaptively support eLearning processes and collaboration. Yet, with the fast development in Internet technologies, especially with the emergence of new data technologies and the mobile technologies, new opportunities and perspectives are opened for advanced adaptive and personalized systems. Adaptation and personalization are posing new research and development challenges to nowadays CSCL systems. In particular, adaptation should be focused in a multi-dimensional way (cognitive, technological, context-aware and personal). Moreover, it should address the particularities of both individual learners and group collaboration. As a consequence, the aim of this book is twofold. On the one hand, it discusses the latest advances and findings in the area of intelligent adaptive and personalized learning systems. On the other hand it analyzes the new implementation perspectives for intelligent adaptive learning and collaborative systems that are brought by the advances in scripting languages, IMS LD, educational modeling languages and learning activity management systems. Given the variety of learning needs as well as the existence of different technological solutions, the book exemplifies the methodologies and best practices through several case studies and adaptive real-world collaborative learning scenarios, which show the advancement in the field of analysis, design and implementation of intelligent adaptive and personalized systems.
Download or read book The Master Adaptive Learner written by William Cutrer and published by Elsevier Health Sciences. This book was released on 2019-09-29 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tomorrow’s best physicians will be those who continually learn, adjust, and innovate as new information and best practices evolve, reflecting adaptive expertise in response to practice challenges. As the first volume in the American Medical Association’s MedEd Innovation Series, The Master Adaptive Learner is an instructor-focused guide covering models for how to train and teach future clinicians who need to develop these adaptive skills and utilize them throughout their careers. Explains and clarifies the concept of a Master Adaptive Learner: a metacognitive approach to learning based on self-regulation that fosters the success and use of adaptive expertise in practice. Contains both theoretical and practical material for instructors and administrators, including guidance on how to implement a Master Adaptive Learner approach in today’s institutions. Gives instructors the tools needed to empower students to become efficient and successful adaptive learners. Helps medical faculty and instructors address gaps in physician training and prepare new doctors to practice effectively in 21st century healthcare systems. One of the American Medical Association Change MedEd initiatives and innovations, written and edited by members of the ACE (Accelerating Change in Medical Education) Consortium – a unique, innovative collaborative that allows for the sharing and dissemination of groundbreaking ideas and projects.
Download or read book Personalized Learning written by Peggy Grant and published by International Society for Technology in Education. This book was released on 2014-06-21 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personalized Learning: A Guide for Engaging Students with Technology is designed to help educators make sense of the shifting landscape in modern education. While changes may pose significant challenges, they also offer countless opportunities to engage students in meaningful ways to improve their learning outcomes. Personalized learning is the key to engaging students, as teachers are leading the way toward making learning as relevant, rigorous, and meaningful inside school as outside and what kids do outside school: connecting and sharing online, and engaging in virtual communities of their own Renowned author of the Heck: Where the Bad Kids Go series, Dale Basye, and award winning educator Peggy Grant, provide a go-to tool available to every teacher today—technology as a way to ‘personalize’ the education experience for every student, enabling students to learn at their various paces and in the way most appropriate to their learning styles.
Download or read book Adaptive Learning with Real Time Recommendation System written by Sowmya J and published by Independent Author. This book was released on 2023-04-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: ABSTRACT Artificial Intelligence is revolutionizing the education sector and making enormous research opportunities day by day. Adaptive learning with personalization has the potential to change the education to the next level. Several learning platforms developed so far deliver the study materials and just save the learner's recorded data for suggesting the next relevant course. But there is not enough attention given to the learning content provided for individual learners. In order to provide personalized learning content, it is necessary to evaluate the current knowledge state of the learner, in that particular subject. On this basis, a framework of real time personalized adaptive learning has been constructed. In this Adaptive Learning Management System, every learner/user will be evaluated with a set of questions on the subject, which a user wants to learn. The user has to attend the questionnaire about that particular chosen subject. These questions will be prepared by the subject matter experts, in such a deep way that only if the user has already known the subject, he/she will be able to answer. Based on the given answers, the user will be categorized as beginner, medium or expert level of knowledge in that subject. The beginner categorized user will be recommended with the relevant study material where the advanced, expert level of materials will be avoided to show in the user's learning panel. Besides providing the recommended course material, this Adaptive Learning Management System keeps track of the learner. It saves each and every material the user has studied. This information will be stored in his/her personalized database. This collection of relevant and reliable data helps in evaluating the individual learner. Personalized Page Rank algorithm helps to.
Download or read book Human Machine written by Paul R. Daugherty and published by Harvard Business Press. This book was released on 2018-03-20 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI is radically transforming business. Are you ready? Look around you. Artificial intelligence is no longer just a futuristic notion. It's here right now--in software that senses what we need, supply chains that "think" in real time, and robots that respond to changes in their environment. Twenty-first-century pioneer companies are already using AI to innovate and grow fast. The bottom line is this: Businesses that understand how to harness AI can surge ahead. Those that neglect it will fall behind. Which side are you on? In Human + Machine, Accenture leaders Paul R. Daugherty and H. James (Jim) Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization--whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly--or to completely reimagine them. AI is changing all the rules of how companies operate. Based on the authors' experience and research with 1,500 organizations, the book reveals how companies are using the new rules of AI to leap ahead on innovation and profitability, as well as what you can do to achieve similar results. It describes six entirely new types of hybrid human + machine roles that every company must develop, and it includes a "leader’s guide" with the five crucial principles required to become an AI-fueled business. Human + Machine provides the missing and much-needed management playbook for success in our new age of AI. BOOK PROCEEDS FOR THE AI GENERATION The authors' goal in publishing Human + Machine is to help executives, workers, students and others navigate the changes that AI is making to business and the economy. They believe AI will bring innovations that truly improve the way the world works and lives. However, AI will cause disruption, and many people will need education, training and support to prepare for the newly created jobs. To support this need, the authors are donating the royalties received from the sale of this book to fund education and retraining programs focused on developing fusion skills for the age of artificial intelligence.
Download or read book Personalization and Collaboration in Adaptive E Learning written by Tadlaoui, Mouenis Anouar and published by IGI Global. This book was released on 2019-12-13 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: As part of e-learning, adaptive systems are more specialized and focus on the adaptation of learning content and presentation of this content. An adaptive system focuses on how knowledge is learned and pays attention to the activities, cognitive structures, and context of the learning material. The adaptive term refers to the automatic adaptation of the system to the learner. The needs of the learner are borne by the system itself. The learner did not ask to change the parameters of the system to his own needs; it is rather the needs of the learner that will be supposed by the system. The system adapts according to this necessity. Personalization and Collaboration in Adaptive E-Learning is an essential reference book that aims to describe the specific steps in designing a scenario for a collaborative learning activity in the particular context of personalization in adaptive systems and the key decisions that need to be made by the teacher-learner. By applying theoretical and practical aspects of personalization in adaptive systems and applications within education, this collection features coverage on a broad range of topics that include adaptive teaching, personalized learning, and instructional design. This book is ideally designed for instructional designers, curriculum developers, educational software developers, IT specialists, educational administrators, professionals, professors, researchers, and students seeking current research on comparative studies and the pedagogical issues of personalized and collaborative learning.
Download or read book E Learning Systems written by Aleksandra Klašnja-Milićević and published by Springer. This book was released on 2016-07-19 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph provides a comprehensive research review of intelligent techniques for personalisation of e-learning systems. Special emphasis is given to intelligent tutoring systems as a particular class of e-learning systems, which support and improve the learning and teaching of domain-specific knowledge. A new approach to perform effective personalization based on Semantic web technologies achieved in a tutoring system is presented. This approach incorporates a recommender system based on collaborative tagging techniques that adapts to the interests and level of students' knowledge. These innovations are important contributions of this monograph. Theoretical models and techniques are illustrated on a real personalised tutoring system for teaching Java programming language. The monograph is directed to, students and researchers interested in the e-learning and personalization techniques.
Download or read book Evaluation of Principles and Best Practices in Personalized Learning written by Tenon, Susan R. and published by IGI Global. This book was released on 2020-06-26 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: A tremendous amount of money is being steered toward personalized learning (PL) initiatives at the federal, state, and local levels, and it is important to understand the return on the investment in students’ futures. It is only through rigorous discussions that educators and policymakers will be able to determine if PL is a passing fad or if it possesses the staying power necessary to show a positive impact on student achievement. Evaluation of Principles and Best Practices in Personalized Learning is a critical scholarly publication that explores the modern push for schools to implement PL environments and the continuing research to understand the best strategies and implementation methods for personalizing education. It seeks to begin creating a standardized language and standardized approach to the PL initiative and to investigate the implications it has on the educational system. Additionally, this book adds to the professional discussion of PL by looking at both the advantages and disadvantages of PL, the teacher’s role in PL, creating a PL program to scale, the role of technology and PL, the special education population and PL, emerging research on PL, and case studies involving PL. Featuring research on a wide range of topics such as blended learning, preservice teachers, and special education, this book is ideal for teachers, administrators, academicians, policymakers, researchers, and students.
Download or read book Personalizing Learning in the 21st Century written by Sara de Freitas and published by A&C Black. This book was released on 2005-12-28 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personalizing Learning in the 21st Century brings together contributions from a wide range of educationalists interested in the idea of personalizing learning. Although the book is intended primarily for teachers and policy makers, it will be of interest to many others, in health education, consultancy, management, research and development, and industrial training. Reading this book should be a personalized learning experience for each and every one of us.
Download or read book Intelligent and Adaptive Educational Learning Systems written by Alejandro Peña-Ayala and published by Springer Science & Business Media. This book was released on 2012-08-10 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Smart Innovation, Systems and Technologies book series encompasses the topics of knowledge, intelligence, innovation and sustainability. The aim of the series is to make available a platform for the publication of books on all aspects of single and multi-disciplinary research on these themes in order to make the latest results available in a readily-accessible form. This book is devoted to the “Intelligent and Adaptive Educational-Learning Systems”. It privileges works that highlight key achievements and outline trends to inspire future research. After a rigorous revision process twenty manuscripts were accepted and organized into four parts: Modeling, Content, Virtuality and Applications. This volume is of interest to researchers, practitioners, professors and postgraduate students aimed to update their knowledge and find out targets for future work in the field of artificial intelligence on education.
Download or read book Make Learning Personal written by Barbara Bray and published by Corwin Press. This book was released on 2014-10-10 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: Put learning back into the hands of the learner! Through personalized learning, education as we know it is transformed as learners are empowered to take control of their own learning. This thorough and timely resource draws on Universal Design for Learning® principles to create a powerful shift in classroom dynamics by guiding learners to become self-directed, self-monitoring, and self-motivated. You’ll discover: A system that includes tools and strategies to reduce barriers and maximize learning for all learners A clear explanation distinguishing personalized learning from differentiation and individualized instruction Teachers’ personal stories of moving through the Stages of Personalized Learning Environments to transform teacher and learner roles and school culture Background information on developing a rationale on why to personalize learning Strategies to create the change that occurs with the culture shift that happens in classrooms and schools as you personalize learning. Recognized authorities in personalized learning, the authors have led educational innovation for almost three decades. "As an educator for more than 30 years, I have seen a myriad of ideas to improve education. Personalized learning could truly be the game-changer! Barbara and Kathleen have certainly done their homework in clearly defining what it means to personalize learning. They identify stages that can help teachers gradually adapt their role, moving from a teacher-centered classroom to a learner-driven environment. This book will serve as a valuable handbook as educators make the decision to empower their learners!" - Betty Wottreng, Director of Technology Services, Verona Area School District, Wisconsin
Download or read book Adaptive Technologies for Training and Education written by Paula J. Durlach (Ed) and published by Cambridge University Press. This book was released on 2012-02-20 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This volume provides an overview of the latest advancements in computer-based education training that use student performance data to provide adaptive and hence more efficient individualized learning opportunities"-- Provided by publisher.
Download or read book Foundations and Trends in Smart Learning written by Maiga Chang and published by Springer. This book was released on 2019-03-14 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the interplay between pedagogy and technology, and their fusion for the advancement of smart learning environments. It discusses various components of this interplay, including learning and assessment paradigms, social factors and policies, emerging technologies, innovative application of mature technologies, transformation of curriculum and teaching behavior, transformation of administration, best infusion practices, and piloting of new ideas. The book provides an archival forum for researchers, academics, practitioners and industry professionals interested and/or engaged in reforming teaching and learning methods by promoting smart learning environments. It also facilitates discussions and constructive dialogue among various stakeholders on the limitations of existing learning environments, the need for reform, innovative uses of emerging pedagogical approaches and technologies, and sharing and promoting best practices, leading to the evolution, design and implementation of smart learning environments.
Download or read book Serious Games in Personalized Learning written by Scott M. Martin and published by Routledge. This book was released on 2021-07-13 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Serious Games in Personalized Learning investigates game-based teaching and learning at a time when learning and training systems are increasingly integrating serious games, machine-learning artificial intelligence models, and adaptive technologies. Game-based education provides rare data for measuring, assessing, and evaluating not just a game’s effectiveness but the acquisition of information and knowledge that a student may gain through playing a learning game. This book synthesizes contemporary research, frameworks, and models centered on the design and delivery of serious games that truly personalize the learning experience. Scholars of educational technology, instructional design, human performance, and more will find a comprehensive guide to the history, practical implications, and data-collection potential inherent to these fast-evolving tools.
Download or read book State of the Industry 2005 written by Brenda Sugrue and published by Amer Society for Training &. This book was released on 2005-12-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
