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 : 85 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 85 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.

Recommender Systems for Technology Enhanced Learning

Author : Nikos Manouselis
Publisher : Springer Science & Business Media
ISBN 13 : 1493905309
Total Pages : 309 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 309 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.

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 : 1008 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 1008 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.

Ubiquitous Learning Environments and Technologies

Author : Kinshuk
Publisher : Springer
ISBN 13 : 3662446596
Total Pages : 261 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 261 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 : 1163 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 1163 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.

Human-Computer Interaction -- INTERACT 2013

Author : Paula Kotzé
Publisher : Springer
ISBN 13 : 3642404804
Total Pages : 817 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 817 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.

Machine Learning Approaches for Improvising Modern Learning Systems

Author : Gulzar, Zameer
Publisher : IGI Global
ISBN 13 : 1799850102
Total Pages : 336 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Machine Learning Approaches for Improvising Modern Learning Systems by : Gulzar, Zameer

Download or read book Machine Learning Approaches for Improvising Modern Learning Systems written by Gulzar, Zameer and published by IGI Global. This book was released on 2021-05-14 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology is currently playing a vital role in revolutionizing education systems and progressing academia into the digital age. Technological methods including data mining and machine learning are assisting with the discovery of new techniques for improving learning environments in regions across the world. As the educational landscape continues to rapidly transform, researchers and administrators need to stay up to date on the latest advancements in order to elevate the quality of teaching in their specific institutions. Machine Learning Approaches for Improvising Modern Learning Systems provides emerging research exploring the theoretical and practical aspects of technological enhancements in educational environments and the popularization of contemporary learning methods in developing countries. Featuring coverage on a broad range of topics such as game-based learning, intelligent tutoring systems, and course modelling, this book is ideally designed for researchers, scholars, administrators, policymakers, students, practitioners, and educators seeking current research on the digital transformation of educational institutions.

Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies

Author : Sarfraz, Muhammad
Publisher : IGI Global
ISBN 13 : 1466660317
Total Pages : 391 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 391 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.

Hybrid Artificial Intelligent Systems

Author : Francisco Javier de Cos Juez
Publisher : Springer
ISBN 13 : 331992639X
Total Pages : 765 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Hybrid Artificial Intelligent Systems by : Francisco Javier de Cos Juez

Download or read book Hybrid Artificial Intelligent Systems written by Francisco Javier de Cos Juez and published by Springer. This book was released on 2018-06-09 with total page 765 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 13th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2018, held in Oviedo, Spain, in June 2018. The 62 full papers published in this volume were carefully reviewed and selected from 104 submissions. They are organized in the following topical sections: Neurocomputing, fuzzy systems, rough sets, evolutionary algorithms, Agents andMultiagent Systems, and alike.

Educational Data Mining

Author : Alejandro Peña-Ayala
Publisher : Springer
ISBN 13 : 3319027387
Total Pages : 477 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Educational Data Mining by : Alejandro Peña-Ayala

Download or read book Educational Data Mining written by Alejandro Peña-Ayala and published by Springer. This book was released on 2013-11-08 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to the Educational Data Mining arena. It highlights works that show relevant proposals, developments, and achievements that shape trends and inspire future research. After a rigorous revision process sixteen manuscripts were accepted and organized into four parts as follows: · Profile: The first part embraces three chapters oriented to: 1) describe the nature of educational data mining (EDM); 2) describe how to pre-process raw data to facilitate data mining (DM); 3) explain how EDM supports government policies to enhance education. · Student modeling: The second part contains five chapters concerned with: 4) explore the factors having an impact on the student's academic success; 5) detect student's personality and behaviors in an educational game; 6) predict students performance to adjust content and strategies; 7) identify students who will most benefit from tutor support; 8) hypothesize the student answer correctness based on eye metrics and mouse click. · Assessment: The third part has four chapters related to: 9) analyze the coherence of student research proposals; 10) automatically generate tests based on competences; 11) recognize students activities and visualize these activities for being presented to teachers; 12) find the most dependent test items in students response data. · Trends: The fourth part encompasses four chapters about how to: 13) mine text for assessing students productions and supporting teachers; 14) scan student comments by statistical and text mining techniques; 15) sketch a social network analysis (SNA) to discover student behavior profiles and depict models about their collaboration; 16) evaluate the structure of interactions between the students in social networks. This volume will be a source of interest to researchers, practitioners, professors, and postgraduate students aimed at updating their knowledge and find targets for future work in the field of educational data mining.