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Adaptive Micro Learning
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Author :Geng Sun (Researcher on educational technology) Publisher :World Scientific ISBN 13 :9811207461 Total Pages :151 pages Book Rating :4.8/5 (112 download)
Book Synopsis Adaptive Micro Learning by : Geng Sun (Researcher on educational technology)
Download or read book Adaptive Micro Learning written by Geng Sun (Researcher on educational technology) and published by World Scientific. This book was released on 2020 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Advancing the Power of Learning Analytics and Big Data in Education by : Azevedo, Ana
Download or read book Advancing the Power of Learning Analytics and Big Data in Education written by Azevedo, Ana and published by IGI Global. This book was released on 2021-03-19 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term learning analytics is used in the context of the use of analytics in e-learning environments. Learning analytics is used to improve quality. It uses data about students and their activities to provide better understanding and to improve student learning. The use of learning management systems, where the activity of the students can be easily accessed, potentiated the use of learning analytics to understand their route during the learning process, help students be aware of their progress, and detect situations where students can give up the course before its completion, which is a growing problem in e-learning environments. Advancing the Power of Learning Analytics and Big Data in Education provides insights concerning the use of learning analytics, the role and impact of analytics on education, and how learning analytics are designed, employed, and assessed. The chapters will discuss factors affecting learning analytics such as human factors, geographical factors, technological factors, and ethical and legal factors. This book is ideal for teachers, administrators, teacher educators, practitioners, stakeholders, researchers, academicians, and students interested in the use of big data and learning analytics for improved student success and educational environments.
Book Synopsis Global Perspectives on Micro-Learning and Micro-Credentials in Higher Education by : Omona, Kizito
Download or read book Global Perspectives on Micro-Learning and Micro-Credentials in Higher Education written by Omona, Kizito and published by IGI Global. This book was released on 2024-02-27 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the rapidly evolving landscape of higher education, where the acquisition of knowledge is a lifelong pursuit, educators and institutions are redefining the paradigms of learning through innovative approaches. Global Perspectives on Micro-Learning and Micro-Credentials in Higher Education delves into the intricate tapestry of contemporary education, where the convergence of advanced pedagogies and cutting-edge technologies is reshaping traditional boundaries. As the realms of chatbots, gamification, and hybrid learning intersect, a new era of holistic education emerges, seamlessly blending theoretical prowess with experiential wisdom. The book unfurls with meticulous exploration of pivotal themes, embracing the nuanced realms of instructional design, learning analytics, and library services tailored for the modern educational era. From the granular landscapes of microlearning to the macroscopic view of global teacher retention strategies, the book leaves no stone unturned. This book is a symphony of intellectual rigor, orchestrated to resonate with educators, administrators, researchers, and all stakeholders vested in the future of learning.
Book Synopsis Transactional Distance and Adaptive Learning by : Farhad Saba
Download or read book Transactional Distance and Adaptive Learning written by Farhad Saba and published by Routledge. This book was released on 2017-10-16 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transactional Distance and Adaptive Learning takes a fresh look at one of the pioneering educational theories that accommodates the impact of information and communications technologies in learning. The theory of transactional distance (TTD) provides a distinct analytical and planning foundation for educators to conduct an overarching inquiry into transitioning from mass instructional and management systems in higher education to dynamic and transformational futures that focus on each individual learner. Based on the TTD, this pragmatic approach offers instructors, administrators, students, and other stakeholders a comprehensive planning method to assess the current state of their instructional, learning, and management practices and to develop alternative models to prescribe future improvements in their institution. This complex, self-organized, and adaptive method includes current and emergent properties of: hardware, software, and telecommunications systems that allow faculty, students, and administrators to communicate; instructional and curriculum systems that provide teaching and learning environments for faculty and students; and management, societal, and global systems that influence how institutions are supported, funded, and managed.
Book Synopsis Advances in Web-Based Learning -- ICWL 2015 by : Frederick W.B. Li
Download or read book Advances in Web-Based Learning -- ICWL 2015 written by Frederick W.B. Li and published by Springer. This book was released on 2015-10-12 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th International Conference on Web-Based Learning, ICWL 2015, held in Guangzhou, China, in Noavember 2015. The 18 revised full papers presented together with 2 invited papers and 7 short papers were carefully reviewed and selected from about 79 submissions. The papers are organized in topical sections on collaborative and peer learning; e-lerning platform and tolls; design, model, and framework of e-learning systems; intelligent tutoring and tools; pedagogical issues; personalized and adaptive learning; and Web 2.0 and social learning environments.
Book Synopsis New Technology in Education and Training by : Jon-Chao Hong
Download or read book New Technology in Education and Training written by Jon-Chao Hong and published by Springer Nature. This book was released on with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Adaptive Micro Learning - Using Fragmented Time To Learn by : Geng Sun
Download or read book Adaptive Micro Learning - Using Fragmented Time To Learn written by Geng Sun and published by World Scientific. This book was released on 2020-02-18 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This compendium introduces an artificial intelligence-supported solution to realize adaptive micro learning over open education resource (OER). The advantages of cloud computing and big data are leveraged to promote the categorization and customization of OERs micro learning context. For a micro-learning service, OERs are tailored into fragmented pieces to be consumed within shorter time frames.Firstly, the current status of mobile-learning, micro-learning, and OERs are described. Then, the significances and challenges of Micro Learning as a Service (MLaaS) are discussed. A framework of a service-oriented system is provided, which adopts both online and offline computation domain to work in conjunction to improve the performance of learning resource adaptation.In addition, a comprehensive learner model and a knowledge base is prepared to semantically profile the learners and learning resource. The novel delivery and access mode of OERs suffers from the cold start problem because of the shortage of already-known learner information versus the continuously released new micro OERs. This unique volume provides an excellent feasible algorithmic solution to overcome the cold start problem.
Book Synopsis Early Warning Systems and Targeted Interventions for Student Success in Online Courses by : Glick, Danny
Download or read book Early Warning Systems and Targeted Interventions for Student Success in Online Courses written by Glick, Danny and published by IGI Global. This book was released on 2020-06-26 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online learning has increasingly been viewed as a possible way to remove barriers associated with traditional face-to-face teaching, such as overcrowded classrooms and shortage of certified teachers. While online learning has been recognized as a possible approach to deliver more desirable learning outcomes, close to half of online students drop out as a result of student-related, course-related, and out-of-school-related factors (e.g., poor self-regulation; ineffective teacher-student, student-student, and platform-student interactions; low household income). Many educators have expressed concern over students who unexpectedly begin to struggle and appear to fall off track without apparent reason. A well-implemented early warning system, therefore, can help educators identify students at risk of dropping out and assign and monitor interventions to keep them on track for graduation. Despite the popularity of early warning systems, research on their design and implementation is sparse. Early Warning Systems and Targeted Interventions for Student Success in Online Courses is a cutting-edge research publication that examines current theoretical frameworks, research projects, and empirical studies related to the design, implementation, and evaluation of early warning systems and targeted interventions and discusses their implications for policy and practice. Moreover, this book will review common challenges of early warning systems and dashboard design and will explore design principles and data visualization tools to make data more understandable and, therefore, more actionable. Highlighting a range of topics such as curriculum design, game-based learning, and learning support, it is ideal for academicians, policymakers, administrators, researchers, education professionals, instructional designers, data analysts, and students.
Book Synopsis Advances in Web-Based Learning – ICWL 2017 by : Haoran Xie
Download or read book Advances in Web-Based Learning – ICWL 2017 written by Haoran Xie and published by Springer. This book was released on 2017-09-13 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 16th International Conference on Web-Based Learning, ICWL 2017, held in Cape Town, South Africa, in September 2017. The 13 revised full papers presented together with 9 short papers and 3 poster papers were carefully reviewed and selected from 56 submissions. The papers are organized in topical sections on Inquiry-Based Learning and Gamification; Learning Analytics; Social Media and Web 2.0-based Learning Environments; Assessment and Accessibility in Higher Education; Open Educational Resources and Recommender Systems; and Practice and Experience Sharing.
Book Synopsis Intelligent Tutoring Systems by : Roger Nkambou
Download or read book Intelligent Tutoring Systems written by Roger Nkambou and published by Springer. This book was released on 2018-06-01 with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 14th International Conference on Intelligent Tutoring Systems, IST 2018, held in Montreal, Canada, in June 2018. The 26 full papers and 22 short papers presented in this volume were carefully reviewed and selected from 120 submissions. In the back matter of the volume 20 poster papers and 6 doctoral consortium papers are included. They deal with the use of advanced computer technologies and interdisciplinary research for enabling, supporting and enhancing human learning.
Book Synopsis Machine Learning by : Kevin P. Murphy
Download or read book Machine Learning written by Kevin P. Murphy and published by MIT Press. This book was released on 2012-08-24 with total page 1102 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach. Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach. The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.
Book Synopsis Artificial Intelligence in Education by : Ig Ibert Bittencourt
Download or read book Artificial Intelligence in Education written by Ig Ibert Bittencourt and published by Springer Nature. This book was released on 2020-07-04 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNAI 12163 and 12164 constitutes the refereed proceedings of the 21th International Conference on Artificial Intelligence in Education, AIED 2020, held in Ifrane, Morocco, in July 2020.* The 49 full papers presented together with 66 short, 4 industry & innovation, 4 doctoral consortium, and 4 workshop papers were carefully reviewed and selected from 214 submissions. The conference provides opportunities for the cross-fertilization of approaches, techniques and ideas from the many fields that comprise AIED, including computer science, cognitive and learning sciences, education, game design, psychology, sociology, linguistics as well as many domain-specific areas. *The conference was held virtually due to the COVID-19 pandemic.
Book Synopsis Intelligent Tutoring Systems by : Vivekanandan Kumar
Download or read book Intelligent Tutoring Systems written by Vivekanandan Kumar and published by Springer Nature. This book was released on 2020-06-03 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the proceedings of the 16th International Conference on Intelligent Tutoring Systems, ITS 2020, held in Athens, Greece, in June 2020. The 23 full papers and 31 short papers presented in this volume were carefully reviewed and selected from 85 submissions. They reflect a variety of new techniques, including multimodal affective computing, explainable AI, mixed-compensation multidimensional item response, ensemble deep learning, cohesion network analysis, spiral of silence, conversational agent, semantic web, computer-supported collaborative learning, and social network analysis.
Download or read book Chasing Stars written by Boris Groysberg and published by Princeton University Press. This book was released on 2012-03-25 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is taken for granted in the knowledge economy that companies must employ the most talented performers to compete and succeed. Many firms try to buy stars by luring them away from competitors. But Boris Groysberg shows what an uncertain and disastrous practice this can be. Chasing Stars offers profound insights into the fundamental nature of outstanding performance. It also offers practical guidance to individuals on how to manage their careers strategically, and to companies on how to identify, develop, and keep talent. --Publisher's description.
Book Synopsis Microlearning in the Digital Age by : Joseph Rene Corbeil
Download or read book Microlearning in the Digital Age written by Joseph Rene Corbeil and published by Routledge. This book was released on 2021-05-09 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microlearning in the Digital Age explores the design and implementation of bite-sized learning and training in technology-enabled environments. Grounded in research-based best practices and a robust, eight-dimensional framework, this book applies the latest developments in mobile learning, social media, and instructional/multimedia design to one of today’s most innovative and accessible content delivery systems. Featuring experts from higher education, information technology, digital gaming, corporate, and other contexts, this comprehensive guide will prepare graduate students, researchers, and professionals of instructional design, e-learning, and distance education to develop engaging, cost-effective microlearning systems.
Book Synopsis Aviation English - A global perspective by : Patricia Tosqui-Lucks
Download or read book Aviation English - A global perspective written by Patricia Tosqui-Lucks and published by Bookerfield Editora. This book was released on 2022-10-21 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: This e-book brings together 13 chapters written by aviation English researchers and practitioners settled in six different countries, representinginstitutions and universities from around the globe. This e-book is an offshoot of the 8th GEIA Seminar, that counts on the collaboration of GEIA and ICAEA researchers, as well as guest speakers. It brings together thirteen chapters focused on aviation language description, teaching, and assessment, written by practitioners from several institutions around the globe. One of our guests and a keynote speaker, Prof. Eric Friginal, added the excellent contribution of his graduate students from Georgia State University, in the USA, and kindly wrote the Preface. Regarding its content, this e-book has been divided into three parts, according to GEIA’s areas of research: language description and analysis; aeornautical English teaching; and assessment practices.The studies collected in this e-book offer us enriching and enlightening discussions that support and promote a better understanding of some key features underlying aviation English language, teaching and assessment practices. We are very pleased to make part of this work. It goes without saying the importance of this e-book for the aviation English field and community. This international publication, besides collecting the studies and work experiences of renowned researches, has also contributed to strengthen the enriching partnership between GEIA members and other researchers. The fact of having been published as an e-book will certainly benefit its circulation and the spreading awareness of aviation English challenges, updates and findings. One of our goals is to spread the news, by making this ESP e-book free for download by as many people and institutions as possible worldwide. Those who place great weight on aeronautical English teaching and assessment practices are aware of the interwoven relation among operational issues, communication and safety. That’s why we believe the discussions and analysis carried out throughout this book are so relevant and should reach international communities and organizations in all parts of the globe. Enjoy your reading! Patrícia Tosqui-Lucks Juliana de Castro Santana
Book Synopsis Economic Evolution, Learning, and Complexity by : Uwe Cantner
Download or read book Economic Evolution, Learning, and Complexity written by Uwe Cantner and published by Springer Science & Business Media. This book was released on 2000 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses central issues in evolutionary and Schumpeterian accounts of industrial competition, learning, and innovation. It contains a collection of twelve papers which are oriented toward exploring methodological issues in evolutionary and related scholarship. Reflecting the diversity of work in evolutionary scholarship, a range of methodologies are employed in the papers, including simulation, experiments, and econometric analysis. Some of the papers use well established models to takle new questions and problems. Others introduce entirely new approaches, which the authors indicate are still in a state of infancy and await further development. The collection attempts to raise even more interest in evolutionary economics, to provide some suggestions for future research directions, and to initiate a lively discussion of the issues raised.
