Ai Injected E Learning
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| Author | : Matthew Montebello |
| Publisher | : Springer |
| Total Pages | : 99 |
| Release | : 2017-10-27 |
| Genre | : Technology & Engineering |
| ISBN | : 3319679287 |
This book reviews a blend of artificial intelligence (AI) approaches that can take e-learning to the next level by adding value through customization. It investigates three methods: crowdsourcing via social networks; user profiling through machine learning techniques, and personal learning portfolios using learning analytics. Technology and education have drawn closer together over the years as they complement each other within the domain of e-learning, and different generations of online education reflect the evolution of new technologies as researcher and developers continuously seek to optimize the electronic medium to enhance the effectiveness of e-learning. Artificial intelligence (AI) for e-learning promises personalized online education through a combination of different intelligent techniques that are grounded in established learning theories while at the same time addressing a number of common e-learning issues. This book is intended for education technologists and e-learning researchers as well as for a general readership interested in the evolution of online education based on techniques like machine learning, crowdsourcing, and learner profiling that can be merged to characterize the future of personalized e-learning.
| Author | : Tadlaoui, Mouenis Anouar |
| Publisher | : IGI Global |
| Total Pages | : 348 |
| Release | : 2019-12-13 |
| Genre | : Education |
| ISBN | : 1799814947 |
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.
| Author | : Mark A. Carrigan |
| Publisher | : Edward Elgar Publishing |
| Total Pages | : 361 |
| Release | : 2023-07-01 |
| Genre | : Education |
| ISBN | : 1802204571 |
This timely book offers a detailed, multidisciplinary view on the radical changes in higher education caused by the COVID-19 pandemic. Chapters carefully investigate how the pandemic led to massive disruption in the sector, examining the contentious politics involved and various managerial and policy changes that stemmed from this unprecedented crisis.
| Author | : Sistek-Chandler, Cynthia Mary |
| Publisher | : IGI Global |
| Total Pages | : 333 |
| Release | : 2019-11-22 |
| Genre | : Education |
| ISBN | : 1799816249 |
Exploring online learning through the lens of synchronous and asynchronous instructional methods can be beneficial to the online instructor and to the course designer. Understanding the underlying theoretical foundation is essential to justify both types of instructional pedagogies. Learning theory as it applies to online environments encompasses myriad techniques and practices. Edited by Dr. Cynthia Mary Sistek-Chandler, who was named the 2020 Higher Education Technology Leader Winner by EdTech Digest, Exploring Online Learning Through Synchronous and Asynchronous Instructional Methods is an essential scholarly book that provides relevant and detailed research on the applications of synchronous and asynchronous instructional pedagogies and discusses why they are critical to the design and implementation of contemporary online courses. Featuring an array of topics such as student engagement, adaptive learning, and online instruction, this book is ideal for online instructors, instructional designers, curriculum developers, course designers, academicians, administrators, e-learning professionals, researchers, and students.
| Author | : Pallavi Tyagi |
| Publisher | : Emerald Group Publishing |
| Total Pages | : 336 |
| Release | : 2023-05-29 |
| Genre | : Business & Economics |
| ISBN | : 1803825553 |
The Covid 19 pandemic has created chaos in the business world and forced leaders to rethink their operational status quo. Balancing the physical and virtual spaces of the global digital economy has called for additional support from data-driven technologies like smart analytics and artificial intelligence.
| Author | : Ahmed, Zeinab E. |
| Publisher | : IGI Global |
| Total Pages | : 426 |
| Release | : 2024-04-22 |
| Genre | : Education |
| ISBN | : |
The digital age has ushered in an era where students must be equipped not only with traditional knowledge but also with the skills to navigate an increasingly interconnected and technologically driven world. As traditional teaching methods encounter the complexities of the 21st century, the demand for innovation becomes more apparent. This paves the way for the era of artificial intelligence (AI), a technological frontier that carries the potential to reshape education fundamentally. AI-Enhanced Teaching Methods recognizes the urgency of the ongoing technological shift and delves into an exploration of how AI can be effectively harnessed to redefine the learning experience. The book serves as a guide for educators, offering insights into navigating between conventional teaching methodologies and the possibilities presented by AI. It provides an understanding of AI's role in education, covering topics from machine learning to natural language processing. Ethical considerations, including privacy and bias, are thoroughly addressed with thoughtful solutions as well. Additionally, the book provides valuable support for administrators, aiding in the integration of these technologies into existing curricula.
| Author | : Fields, Ziska |
| Publisher | : IGI Global |
| Total Pages | : 564 |
| Release | : 2024-08-27 |
| Genre | : Education |
| ISBN | : |
Many educators in the realm of higher education face the critical challenge of fostering creativity in students using traditional teaching methods. In today's rapidly evolving world, these methods have become inadequate to nurture the innovative thinking demanded by modern society. Impacts of Generative AI on Creativity in Higher Education reveals a solution in the integration of generative AI into higher education. To revolutionize how we nurture and harness student creativity, the book explores the intersection of creativity, generative AI, and higher education with a fresh perspective and practical guidance for educators and institutions. It delves into the fundamental concepts of generative AI and its potential applications, providing educators with the tools to create more engaging and innovative learning environments.
| Author | : Azevedo, Ana |
| Publisher | : IGI Global |
| Total Pages | : 543 |
| Release | : 2018-09-14 |
| Genre | : Education |
| ISBN | : 152255937X |
E-assessments of students profoundly influence their motivation and play a key role in the educational process. Adapting assessment techniques to current technological advancements allows for effective pedagogical practices, learning processes, and student engagement. The Handbook of Research on E-Assessment in Higher Education provides emerging perspectives on the theoretical and practical aspects of digital assessment techniques and applications within educational settings. Featuring coverage on a broad range of topics such as competency assessment, adaptive courseware, and learning performance, this publication is ideally designed for educational administrators, educational professionals, teachers and professors, researchers, and graduate-level students seeking current research on comparative studies and the pedagogical issues of online assessment in academic institutions.
| Author | : Montebello, Matthew |
| Publisher | : IGI Global |
| Total Pages | : 425 |
| Release | : 2019-10-11 |
| Genre | : Education |
| ISBN | : 1522593063 |
Education has gone through numerous radical changes as the digital era has transformed the way we as humans communicate, inform ourselves, purchase goods, and perform other mundane chores at home and at work. New and emerging pedagogies have enabled rapid advancements, perhaps too rapidly. It’s a challenge for instructors and researchers alike to remain up to date with educational developments and unlock the full potential that technology could have on this significant profession. The Handbook of Research on Digital Learning is an essential reference source that explores the different challenges and opportunities that the new and transformative pedagogies have enabled. The challenges will be portrayed through a number of case studies where learners have struggled, managed, and adapted digital technologies in their effort to progress educational goals. Opportunities are revealed and displayed in the form of new methodologies, institutions scenarios, and ongoing research that seeks to optimize the use of such a medium to assist the digital learner in the future of networked education. Featuring research on topics such as mobile learning, self-directed learning, and cultural considerations, this book is ideally designed for teachers, principals, higher education faculty, deans, curriculum developers, instructional designers, educational software developers, IT specialists, students, researchers, and academicians.
| Author | : Matthew Montebello |
| Publisher | : Springer |
| Total Pages | : 165 |
| Release | : 2019-06-19 |
| Genre | : Technology & Engineering |
| ISBN | : 3030218821 |
This book explores Ambient Intelligence as applied to the classroom, while especially focusing on the use of personalized education to optimize the learning process. In the years to come, the dynamics of learning spaces in higher education will need to evolve and adapt to a constantly changing digital society, as learners and educators alike attune their learning competences and teaching skills. Ambient Intelligence is another way that Artificial Intelligence is being utilized in a plethora of real-world situations, amongst which classrooms and other learning spaces offer fitting settings and ideal environments for employing this assistive technology. The book presents a complete and novel approach to deploying the Ambient Intelligent Classroom, based on three interrelated aspects – the Social, the Technological and the Educational, – in order to provide a rich three-dimensional learning environment. This book is intended for education technologists and AI researchers, as well as for those tech-savvy readers interested in applying technology to the future of learning spaces. Educators in particular will find valuable insights and guidelines on how to shape the evolution of their own classroom.
