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.
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:
Download or read book Optimizing Education Through Micro Lessons written by Peter Ilic and published by . This book was released on 2024 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Micro-lessons, comprising small, focused learning units lasting between 1 to 10 minutes and accessible on multiple devices, are designed to enhance learning outcomes and increase retention by addressing the Ebbinghaus forgetting curve and mitigating mental fatigue. The book provides valuable insights for educators looking to effectively integrate micro-lessons into various educational settings"--
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.
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.
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.
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:
Download or read book Fostering Pedagogy Through Micro and Adaptive Learning in Higher Education Trends Tools and Applications written by Queirós, Ricardo and published by IGI Global. This book was released on 2023-08-14 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fostering Pedagogy Through Micro and Adaptive Learning in Higher Education: Trends, Tools, and Applications is a timely and groundbreaking book that addresses the challenges of engaging the digital generations in the teaching-learning process, intensified by the pandemic. Written by Ricardo Queirós, a renowned researcher in e-learning interoperability and programming languages, the book offers a unique perspective on using micro and adaptive learning approaches to create immersive and personalized environments that cater to the learning styles and paces of diverse students. The book covers innovative trends, tools, and applications that enable educators to implement pedagogical practices that enhance the teaching-learning experience. It explores topics such as artificial intelligence in education, adaptive hypermedia, differentiated instruction, and micro-gamification design, providing readers with practical tools to create personalized and immersive learning environments. This book is a valuable resource for professors of any domain, practitioners, and students pursuing education, as well as research scholars looking to expand their understanding of e-learning and pedagogical innovation. It is a must-read for anyone interested in the future of education and how digital technologies can be leveraged to create engaging and immersive learning environments.
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.
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.
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 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.
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.
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
Download or read book Human Factors and Systems Interaction written by Isabel L. Nunes and published by AHFE International. This book was released on 2022-07-24 with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human Factors and Systems Interaction Proceedings of the 13th International Conference on Applied Human Factors and Ergonomics (AHFE 2022), July 24–28, 2022, New York, USA
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.
Download or read book Adaptive Resonance Theory Microchips written by Teresa Serrano-Gotarredona and published by Springer Science & Business Media. This book was released on 2012-09-07 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptive Resonance Theory Microchips describes circuit strategies resulting in efficient and functional adaptive resonance theory (ART) hardware systems. While ART algorithms have been developed in software by their creators, this is the first book that addresses efficient VLSI design of ART systems. All systems described in the book have been designed and fabricated (or are nearing completion) as VLSI microchips in anticipation of the impending proliferation of ART applications to autonomous intelligent systems. To accommodate these systems, the book not only provides circuit design techniques, but also validates them through experimental measurements. The book also includes a chapter tutorially describing four ART architectures (ART1, ARTMAP, Fuzzy-ART and Fuzzy-ARTMAP) while providing easily understandable MATLAB code examples to implement these four algorithms in software. In addition, an entire chapter is devoted to other potential applications for real-time data clustering and category learning.
