Educational Recommender Systems And Technologies Practices And Challenges

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Educational Recommender Systems and Technologies: Practices and Challenges

Author : Santos, Olga C.
Publisher : IGI Global
ISBN 13 : 161350490X
Total Pages : 362 pages
Book Rating : 4.6/5 (135 download)

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Book Synopsis Educational Recommender Systems and Technologies: Practices and Challenges by : Santos, Olga C.

Download or read book Educational Recommender Systems and Technologies: Practices and Challenges written by Santos, Olga C. and published by IGI Global. This book was released on 2011-12-31 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recommender systems have shown to be successful in many domains where information overload exists. This success has motivated research on how to deploy recommender systems in educational scenarios to facilitate access to a wide spectrum of information. Tackling open issues in their deployment is gaining importance as lifelong learning becomes a necessity of the current knowledge-based society. Although Educational Recommender Systems (ERS) share the same key objectives as recommenders for e-commerce applications, there are some particularities that should be considered before directly applying existing solutions from those applications. Educational Recommender Systems and Technologies: Practices and Challenges aims to provide a comprehensive review of state-of-the-art practices for ERS, as well as the challenges to achieve their actual deployment. Discussing such topics as the state-of-the-art of ERS, methodologies to develop ERS, and architectures to support the recommendation process, this book covers researchers interested in recommendation strategies for educational scenarios and in evaluating the impact of recommendations in learning, as well as academics and practitioners in the area of technology enhanced learning.

Educational Recommender Systems and Technologies

Author :
Publisher :
ISBN 13 :
Total Pages : 328 pages
Book Rating : 4.:/5 (764 download)

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Book Synopsis Educational Recommender Systems and Technologies by :

Download or read book Educational Recommender Systems and Technologies written by and published by . This book was released on 2011 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book aims to provide a comprehensive review of state-of-the-art practices for educational recommender systems, as well as the challenges to achieve their actual deployment"--Provided by publisher.

Recommender Systems for Learning

Author : Nikos Manouselis
Publisher : Springer Science & Business Media
ISBN 13 : 146144361X
Total Pages : 76 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Recommender Systems for Learning by : Nikos Manouselis

Download or read book Recommender Systems for Learning written by Nikos Manouselis and published by Springer Science & Business Media. This book was released on 2012-08-28 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology enhanced learning (TEL) aims to design, develop and test sociotechnical innovations that will support and enhance learning practices of both individuals and organisations. It is therefore an application domain that generally covers technologies that support all forms of teaching and learning activities. Since information retrieval (in terms of searching for relevant learning resources to support teachers or learners) is a pivotal activity in TEL, the deployment of recommender systems has attracted increased interest. This brief attempts to provide an introduction to recommender systems for TEL settings, as well as to highlight their particularities compared to recommender systems for other application domains.

Methodologies and Intelligent Systems for Technology Enhanced Learning, 10th International Conference

Author : Pierpaolo Vittorini
Publisher : Springer Nature
ISBN 13 : 3030525384
Total Pages : 286 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Methodologies and Intelligent Systems for Technology Enhanced Learning, 10th International Conference by : Pierpaolo Vittorini

Download or read book Methodologies and Intelligent Systems for Technology Enhanced Learning, 10th International Conference written by Pierpaolo Vittorini and published by Springer Nature. This book was released on 2020-07-27 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book intends to bring together researchers and developers from industry, the education field, and the academic world to report on the latest scientific research, technical advances, and methodologies. The 10th International Conference in Methodologies and Intelligent Systems for Technology Enhanced Learning is hosted by the University of L’Aquila and is going to be held in L’Aquila (Italy). Initially planned on the 17th to the 19th of June 2020, it was postponed to the 7th to the 9th of October 2020, due to the COVID-19 outbreak. The 10th edition of this conference and its related workshops expand the topics of the evidence-based TEL workshops series in order to provide an open forum for discussing intelligent systems for TEL, their roots in novel learning theories, empirical methodologies for their design or evaluation, stand-alone solutions, or web-based ones. This bridge has been realized also thanks to the sponsor of this edition of MIS4TEL: the Armundia Group https://www.armundia.com, the support from national associations (AEPIA, APPIA, CINI, and EurAI), and organizers (UNIVAQ, UNIROMA1, UNIBZ, UCV, UFSC, USAL, AIR institute, UNC, and UNIBA)

Recommender Systems Handbook

Author : Francesco Ricci
Publisher : Springer
ISBN 13 : 148997637X
Total Pages : 1003 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Recommender Systems Handbook by : Francesco Ricci

Download or read book Recommender Systems Handbook written by Francesco Ricci and published by Springer. This book was released on 2015-11-17 with total page 1003 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition of a well-received text, with 20 new chapters, presents a coherent and unified repository of recommender systems’ major concepts, theories, methodologies, trends, and challenges. A variety of real-world applications and detailed case studies are included. In addition to wholesale revision of the existing chapters, this edition includes new topics including: decision making and recommender systems, reciprocal recommender systems, recommender systems in social networks, mobile recommender systems, explanations for recommender systems, music recommender systems, cross-domain recommendations, privacy in recommender systems, and semantic-based recommender systems. This multi-disciplinary handbook involves world-wide experts from diverse fields such as artificial intelligence, human-computer interaction, information retrieval, data mining, mathematics, statistics, adaptive user interfaces, decision support systems, psychology, marketing, and consumer behavior. Theoreticians and practitioners from these fields will find this reference to be an invaluable source of ideas, methods and techniques for developing more efficient, cost-effective and accurate recommender systems.

Recommender Systems for Technology Enhanced Learning

Author : Nikos Manouselis
Publisher : Springer Science & Business Media
ISBN 13 : 1493905309
Total Pages : 306 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Recommender Systems for Technology Enhanced Learning by : Nikos Manouselis

Download or read book Recommender Systems for Technology Enhanced Learning written by Nikos Manouselis and published by Springer Science & Business Media. This book was released on 2014-04-12 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: As an area, Technology Enhanced Learning (TEL) aims to design, develop and test socio-technical innovations that will support and enhance learning practices of individuals and organizations. Information retrieval is a pivotal activity in TEL and the deployment of recommender systems has attracted increased interest during the past years. Recommendation methods, techniques and systems open an interesting new approach to facilitate and support learning and teaching. The goal is to develop, deploy and evaluate systems that provide learners and teachers with meaningful guidance in order to help identify suitable learning resources from a potentially overwhelming variety of choices. Contributions address the following topics: i) user and item data that can be used to support learning recommendation systems and scenarios, ii) innovative methods and techniques for recommendation purposes in educational settings and iii) examples of educational platforms and tools where recommendations are incorporated.

Ubiquitous Learning Environments and Technologies

Author : Kinshuk
Publisher : Springer
ISBN 13 : 3662446596
Total Pages : 258 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Ubiquitous Learning Environments and Technologies by : Kinshuk

Download or read book Ubiquitous Learning Environments and Technologies written by Kinshuk and published by Springer. This book was released on 2014-09-10 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the design and architecture of ubiquitous learning environments, associated technologies, various learning scenarios supported by these environments, and different contexts that arise in environments where the seamless immersion of formal and informal activities and interactions has the potential to contribute to the learning process. With particular focus on adaptivity for individual learners, the book explores the diminishing boundaries of formal and informal learning, and the potential of location-aware context-sensitive approaches that are emerging as successors to the Web 2.0 paradigm.

Strategic Role of Tertiary Education and Technologies for Sustainable Competitive Advantage

Author : Ordóñez de Pablos, Patricia
Publisher : IGI Global
ISBN 13 : 1466642343
Total Pages : 369 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Strategic Role of Tertiary Education and Technologies for Sustainable Competitive Advantage by : Ordóñez de Pablos, Patricia

Download or read book Strategic Role of Tertiary Education and Technologies for Sustainable Competitive Advantage written by Ordóñez de Pablos, Patricia and published by IGI Global. This book was released on 2013-06-30 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Strategic Role of Tertiary Education and Technologies for Sustainable Competitive Advantage explores how education enables social and economic development through the targeted training of human capital and the evaluation and dissemination of knowledge resources across generations. This book provides entrepreneurs, leaders, policy makers, and educators with the necessary tools to make the most of higher education in order to meet emerging economic and social challenges through the use of new technologies enabling effective collaboration and knowledge sharing.

Advanced Methodologies and Technologies in Modern Education Delivery

Author : Khosrow-Pour, D.B.A., Mehdi
Publisher : IGI Global
ISBN 13 : 1522573666
Total Pages : 959 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Advanced Methodologies and Technologies in Modern Education Delivery by : Khosrow-Pour, D.B.A., Mehdi

Download or read book Advanced Methodologies and Technologies in Modern Education Delivery written by Khosrow-Pour, D.B.A., Mehdi and published by IGI Global. This book was released on 2018-09-21 with total page 959 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent innovations and new technologies in education have altered the way teachers approach instruction and learning and can provide countless advantages. The pedagogical value of specific technology tools and the cumulative effects of technology exposure on student learning over time are two areas that need to be explored to better determine the improvements needed in the modern classroom. Advanced Methodologies and Technologies in Modern Education Delivery provides emerging research on educational models in the continually improving classroom. While highlighting the challenges facing modern in-service and pre-service teachers when educating students, readers will learn information on new methods in curriculum development, instructional design, and learning assessments to implement within their classrooms. This book is a vital resource for pre-service and in-service teachers, teacher education professionals, higher education administrative professionals, and researchers interested in new curriculum development.

Technology Enhanced Learning

Author : Erik Duval
Publisher : Springer
ISBN 13 : 3319026003
Total Pages : 180 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Technology Enhanced Learning by : Erik Duval

Download or read book Technology Enhanced Learning written by Erik Duval and published by Springer. This book was released on 2017-05-11 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives an overview of the state-of-the-art in Technology Enhanced Learning (TEL). It is organized as a collection of 14 research themes, each introduced by leading experts and including references to the most relevant literature on the theme of each cluster. Additionally, each chapter discusses four seminal papers on the theme with expert commentaries and updates. This volume is of high value to people entering the field of learning with technology, to doctoral students and researchers exploring the breadth of TEL, and to experienced researchers wanting to keep up with latest developments.

Human-Computer Interaction -- INTERACT 2013

Author : Paula Kotzé
Publisher : Springer
ISBN 13 : 3642404804
Total Pages : 791 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Human-Computer Interaction -- INTERACT 2013 by : Paula Kotzé

Download or read book Human-Computer Interaction -- INTERACT 2013 written by Paula Kotzé and published by Springer. This book was released on 2013-07-30 with total page 791 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set LNCS 8117-8120 constitutes the refereed proceedings of the 14th IFIP TC13 International Conference on Human-Computer Interaction, INTERACT 2013, held in Cape Town, South Africa, in September 2013. The 55 papers included in the second volume are organized in topical sections on E-input/output devices (e-readers, whiteboards), facilitating social behaviour and collaboration, gaze-enabled interaction design, gesture and tactile user interfaces, gesture-based user interface design and interaction, health/medical devices, humans and robots, human-work interaction design, interface layout and data entry, learning and knowledge-sharing, learning tools, learning contexts, managing the UX, mobile interaction design, and mobile phone applications.

Encyclopedia of Information Science and Technology, Fourth Edition

Author : Khosrow-Pour, D.B.A., Mehdi
Publisher : IGI Global
ISBN 13 : 1522522565
Total Pages : 8104 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Encyclopedia of Information Science and Technology, Fourth Edition by : Khosrow-Pour, D.B.A., Mehdi

Download or read book Encyclopedia of Information Science and Technology, Fourth Edition written by Khosrow-Pour, D.B.A., Mehdi and published by IGI Global. This book was released on 2017-06-20 with total page 8104 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, our world has experienced a profound shift and progression in available computing and knowledge sharing innovations. These emerging advancements have developed at a rapid pace, disseminating into and affecting numerous aspects of contemporary society. This has created a pivotal need for an innovative compendium encompassing the latest trends, concepts, and issues surrounding this relevant discipline area. During the past 15 years, the Encyclopedia of Information Science and Technology has become recognized as one of the landmark sources of the latest knowledge and discoveries in this discipline. The Encyclopedia of Information Science and Technology, Fourth Edition is a 10-volume set which includes 705 original and previously unpublished research articles covering a full range of perspectives, applications, and techniques contributed by thousands of experts and researchers from around the globe. This authoritative encyclopedia is an all-encompassing, well-established reference source that is ideally designed to disseminate the most forward-thinking and diverse research findings. With critical perspectives on the impact of information science management and new technologies in modern settings, including but not limited to computer science, education, healthcare, government, engineering, business, and natural and physical sciences, it is a pivotal and relevant source of knowledge that will benefit every professional within the field of information science and technology and is an invaluable addition to every academic and corporate library.

Advances in Artificial Intelligence and Its Applications

Author : Obdulia Pichardo Lagunas
Publisher : Springer
ISBN 13 : 3319271016
Total Pages : 619 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Advances in Artificial Intelligence and Its Applications by : Obdulia Pichardo Lagunas

Download or read book Advances in Artificial Intelligence and Its Applications written by Obdulia Pichardo Lagunas and published by Springer. This book was released on 2015-11-19 with total page 619 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNAI 9413 + 9414 constitutes the proceedings of the 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, held in Cuernavaca,. Morelos, Mexico, in October 2015. The total of 98 papers presented in these proceedings was carefully reviewed and selected from 297 submissions. They were organized in topical sections named: natural language processing; logic and multi-agent systems; bioinspired algorithms; neural networks; evolutionary algorithms; fuzzy logic; machine learning and data mining; natural language processing applications; educational applications; biomedical applications; image processing and computer vision; search and optimization; forecasting; and intelligent applications.

Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies

Author : Sarfraz, Muhammad
Publisher : IGI Global
ISBN 13 : 1466660317
Total Pages : 312 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies by : Sarfraz, Muhammad

Download or read book Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies written by Sarfraz, Muhammad and published by IGI Global. This book was released on 2014-04-30 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fields of computer vision and image processing are constantly evolving as new research and applications in these areas emerge. Staying abreast of the most up-to-date developments in this field is necessary in order to promote further research and apply these developments in real-world settings. Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies features timely and informative research on the design and development of computer vision and image processing applications in intelligent agents as well as in multimedia technologies. Covering a diverse set of research in these areas, this publication is ideally designed for use by academicians, technology professionals, students, and researchers interested in uncovering the latest innovations in the field.

Multimedia Services in Intelligent Environments

Author : George A. Tsihrintzis
Publisher : Springer Science & Business Media
ISBN 13 : 3319003755
Total Pages : 187 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Multimedia Services in Intelligent Environments by : George A. Tsihrintzis

Download or read book Multimedia Services in Intelligent Environments written by George A. Tsihrintzis and published by Springer Science & Business Media. This book was released on 2013-05-16 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimedia services are now commonly used in various activities in the daily lives of humans. Related application areas include services that allow access to large depositories of information, digital libraries, e-learning and e-education, e-government and e-governance, e-commerce and e-auctions, e-entertainment, e-health and e-medicine, and e-legal services, as well as their mobile counterparts (i.e., m-services). Despite the tremendous growth of multimedia services over the recent years, there is an increasing demand for their further development. This demand is driven by the ever-increasing desire of society for easy accessibility to information in friendly, personalized and adaptive environments. In this book at hand, we examine recent Recommendation Services. Recommendation services appear in the mobile environment, medicine/biology, tourism, education, and so on. The book includes ten chapters, which present various recently developed recommendation services. This research book is directed to professors, researchers, application engineers and students of all disciplines who are interested in learning more about recommendation services, advancing the corresponding state of the art and developing innovative recommendation services.

Intelligent Data Engineering and Automated Learning – IDEAL 2018

Author : Hujun Yin
Publisher : Springer
ISBN 13 : 3030034933
Total Pages : 890 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Intelligent Data Engineering and Automated Learning – IDEAL 2018 by : Hujun Yin

Download or read book Intelligent Data Engineering and Automated Learning – IDEAL 2018 written by Hujun Yin and published by Springer. This book was released on 2018-11-08 with total page 890 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 11314 and 11315 constitutes the thoroughly refereed conference proceedings of the 19th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2018, held in Madrid, Spain, in November 2018. The 125 full papers presented were carefully reviewed and selected from 204 submissions. These papers provided a timely sample of the latest advances in data engineering and automated learning, from methodologies, frameworks and techniques to applications. In addition to various topics such as evolutionary algorithms, deep learning neural networks, probabilistic modelling, particle swarm intelligence, big data analytics, and applications in image recognition, regression, classification, clustering, medical and biological modelling and prediction, text processing and social media analysis.

Optimization and Learning

Author : Bernabé Dorronsoro
Publisher : Springer Nature
ISBN 13 : 3030419134
Total Pages : 298 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Optimization and Learning by : Bernabé Dorronsoro

Download or read book Optimization and Learning written by Bernabé Dorronsoro and published by Springer Nature. This book was released on 2020-02-15 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the Third International Conference on Optimization and Learning, OLA 2020, held in Cádiz, Spain, in February 2020. The 23 full papers were carefully reviewed and selected from 55 submissions. The papers presented in the volume focus on the future challenges of optimization and learning methods, identifying and exploiting their synergies,and analyzing their applications in different fields, such as health, industry 4.0, games, logistics, etc.