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Author: Geng Sun (Researcher on educational technology)
Publisher: World Scientific
ISBN: 9811207461
Category : Internet in education
Languages : en
Pages : 151
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Book Description
Author: Geng Sun (Researcher on educational technology)
Publisher: World Scientific
ISBN: 9811207461
Category : Internet in education
Languages : en
Pages : 151
Get Book Here
Book Description
Author: Azevedo, Ana
Publisher: IGI Global
ISBN: 1799871045
Category : Education
Languages : en
Pages : 296
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Book Description
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.
Author: Omona, Kizito
Publisher: IGI Global
ISBN:
Category : Education
Languages : en
Pages : 380
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Book Description
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.
Author: Farhad Saba
Publisher: Routledge
ISBN: 1351400398
Category : Education
Languages : en
Pages : 251
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Book Description
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.
Author: Ilic, Peter
Publisher: IGI Global
ISBN:
Category : Education
Languages : en
Pages : 418
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Book Description
Traditional teaching methods often struggle to meet the diverse and dynamic needs of both educators and students. The persistent challenge of retaining knowledge, exacerbated by the Ebbinghaus forgetting curve, continues to hinder effective teaching. Moreover, the burden of mental fatigue resulting from long, uninspiring lectures and information overload plagues the learning experience. As educators grapple with these issues, the need for a more efficient and engaging pedagogical approach becomes increasingly urgent. Optimizing Education Through Micro-Lessons: Engaging and Adaptive Learning Strategies is a groundbreaking compendium of insights from eighteen distinguished authors. This meticulously curated volume provides a transformative solution to the problems plaguing contemporary education. Micro-lessons, concise learning units spanning just 1 to 10 minutes, and accessible across multiple devices, hold the key to unlocking superior learning outcomes and bolstering retention rates. In this book, academic scholars, educators, and policymakers will find a comprehensive guide that not only explores the theory behind micro-lessons but also offers practical strategies for their effective implementation.
Author: Glick, Danny
Publisher: IGI Global
ISBN: 1799850757
Category : Education
Languages : en
Pages : 374
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Book Description
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.
Author: Frederick W.B. Li
Publisher: Springer
ISBN: 3319255150
Category : Education
Languages : en
Pages : 279
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Book Description
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.
Author: Geng Sun
Publisher: World Scientific
ISBN: 981120747X
Category : Computers
Languages : en
Pages : 151
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Book Description
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.
Author: Jon-Chao Hong
Publisher: Springer Nature
ISBN: 9819738830
Category :
Languages : en
Pages : 331
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Book Description
Author: Roger Nkambou
Publisher: Springer
ISBN: 3319914642
Category : Education
Languages : en
Pages : 541
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Book Description
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.
