Educational Recommender Systems And Technologies Practices And Challenges

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Educational Recommender Systems and Technologies: Practices and Challenges

Santos, Olga C.
Educational Recommender Systems and Technologies Practices and Challenges Book PDF

Author : Santos, Olga C.
Publisher : IGI Global
Page : 362 pages
File Size : 41,7 Mb
Release : 2011-12-31
Category : Education
ISBN : 9781613504901

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

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

Anonim
Educational Recommender Systems and Technologies Book PDF

Author : Anonim
Publisher : Unknown
Page : 328 pages
File Size : 52,5 Mb
Release : 2011
Category : Educational technology
ISBN : OCLC:764478647

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Educational Recommender Systems and Technologies by Anonim Pdf

"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

Nikos Manouselis,Hendrik Drachsler,Katrien Verbert,Erik Duval
Recommender Systems for Learning Book PDF

Author : Nikos Manouselis,Hendrik Drachsler,Katrien Verbert,Erik Duval
Publisher : Springer Science & Business Media
Page : 85 pages
File Size : 44,8 Mb
Release : 2012-08-28
Category : Computers
ISBN : 9781461443612

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Recommender Systems for Learning by Nikos Manouselis,Hendrik Drachsler,Katrien Verbert,Erik Duval Pdf

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.

Recommender Systems for Technology Enhanced Learning

Nikos Manouselis,Hendrik Drachsler,Katrien Verbert,Olga C. Santos
Recommender Systems for Technology Enhanced Learning Book PDF

Author : Nikos Manouselis,Hendrik Drachsler,Katrien Verbert,Olga C. Santos
Publisher : Springer Science & Business Media
Page : 309 pages
File Size : 42,7 Mb
Release : 2014-04-12
Category : Computers
ISBN : 9781493905300

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Recommender Systems for Technology Enhanced Learning by Nikos Manouselis,Hendrik Drachsler,Katrien Verbert,Olga C. Santos Pdf

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.

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

Pierpaolo Vittorini,Tania Di Mascio,Laura Tarantino,Marco Temperini,Rosella Gennari,Fernando De la Prieta
Methodologies and Intelligent Systems for Technology Enhanced Learning 10th International Conference Book PDF

Author : Pierpaolo Vittorini,Tania Di Mascio,Laura Tarantino,Marco Temperini,Rosella Gennari,Fernando De la Prieta
Publisher : Springer Nature
Page : 286 pages
File Size : 46,5 Mb
Release : 2020-07-27
Category : Technology & Engineering
ISBN : 9783030525385

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Methodologies and Intelligent Systems for Technology Enhanced Learning, 10th International Conference by Pierpaolo Vittorini,Tania Di Mascio,Laura Tarantino,Marco Temperini,Rosella Gennari,Fernando De la Prieta Pdf

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

Francesco Ricci,Lior Rokach,Bracha Shapira
Recommender Systems Handbook Book PDF

Author : Francesco Ricci,Lior Rokach,Bracha Shapira
Publisher : Springer
Page : 1003 pages
File Size : 43,9 Mb
Release : 2015-11-17
Category : Computers
ISBN : 9781489976376

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Recommender Systems Handbook by Francesco Ricci,Lior Rokach,Bracha Shapira Pdf

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.

Ubiquitous Learning Environments and Technologies

Kinshuk,Ronghuai Huang
Ubiquitous Learning Environments and Technologies Book PDF

Author : Kinshuk,Ronghuai Huang
Publisher : Springer
Page : 261 pages
File Size : 50,7 Mb
Release : 2014-09-10
Category : Education
ISBN : 9783662446591

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Ubiquitous Learning Environments and Technologies by Kinshuk,Ronghuai Huang Pdf

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

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

Author : Ordóñez de Pablos, Patricia
Publisher : IGI Global
Page : 369 pages
File Size : 54,5 Mb
Release : 2013-06-30
Category : Education
ISBN : 9781466642348

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

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.

Technology Enhanced Learning

Erik Duval,Mike Sharples,Rosamund Sutherland
Technology Enhanced Learning Book PDF

Author : Erik Duval,Mike Sharples,Rosamund Sutherland
Publisher : Springer
Page : 180 pages
File Size : 51,8 Mb
Release : 2017-05-11
Category : Education
ISBN : 9783319026008

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Technology Enhanced Learning by Erik Duval,Mike Sharples,Rosamund Sutherland Pdf

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.

Advanced Methodologies and Technologies in Modern Education Delivery

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

Author : Khosrow-Pour, D.B.A., Mehdi
Publisher : IGI Global
Page : 959 pages
File Size : 52,5 Mb
Release : 2018-09-21
Category : Education
ISBN : 9781522573661

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

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.

Human-Computer Interaction -- INTERACT 2013

Paula Kotzé,Gary Marsden,Gitte Lindgaard,Janet Wesson,Marco Winckler
Human Computer Interaction INTERACT 2013 Book PDF

Author : Paula Kotzé,Gary Marsden,Gitte Lindgaard,Janet Wesson,Marco Winckler
Publisher : Springer
Page : 817 pages
File Size : 55,5 Mb
Release : 2013-07-30
Category : Computers
ISBN : 9783642404801

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Human-Computer Interaction -- INTERACT 2013 by Paula Kotzé,Gary Marsden,Gitte Lindgaard,Janet Wesson,Marco Winckler Pdf

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

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

Author : Khosrow-Pour, D.B.A., Mehdi
Publisher : IGI Global
Page : 8104 pages
File Size : 47,5 Mb
Release : 2017-06-20
Category : Computers
ISBN : 9781522522560

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

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

Obdulia Pichardo Lagunas,Oscar Herrera Alcántara,Gustavo Arroyo Figueroa
Advances in Artificial Intelligence and Its Applications Book PDF

Author : Obdulia Pichardo Lagunas,Oscar Herrera Alcántara,Gustavo Arroyo Figueroa
Publisher : Springer
Page : 619 pages
File Size : 46,6 Mb
Release : 2015-11-19
Category : Computers
ISBN : 9783319271019

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Advances in Artificial Intelligence and Its Applications by Obdulia Pichardo Lagunas,Oscar Herrera Alcántara,Gustavo Arroyo Figueroa Pdf

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

Sarfraz, Muhammad
Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies Book PDF

Author : Sarfraz, Muhammad
Publisher : IGI Global
Page : 391 pages
File Size : 43,5 Mb
Release : 2014-04-30
Category : Computers
ISBN : 9781466660311

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Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies by Sarfraz, Muhammad Pdf

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

George A. Tsihrintzis,Maria Virvou,Lakhmi C. Jain
Multimedia Services in Intelligent Environments Book PDF

Author : George A. Tsihrintzis,Maria Virvou,Lakhmi C. Jain
Publisher : Springer Science & Business Media
Page : 187 pages
File Size : 52,7 Mb
Release : 2013-05-16
Category : Technology & Engineering
ISBN : 9783319003757

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Multimedia Services in Intelligent Environments by George A. Tsihrintzis,Maria Virvou,Lakhmi C. Jain Pdf

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.