Proceedings Of The 28th Acm Conference On User Modeling Adaptation And Personalization

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UMAP '18

Author : Umap
Publisher :
ISBN 13 : 9781450361668
Total Pages : 396 pages
Book Rating : 4.3/5 (616 download)

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Book Synopsis UMAP '18 by : Umap

Download or read book UMAP '18 written by Umap and published by . This book was released on 2018-11-08 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is our great pleasure to welcome you to the 26th ACM International Conference on User modeling, Adaptation and personalization - UMAP 2018. UMAP is the premier international conference for researchers and practitioners working on systems that adapt to individual users or to groups of users. UMAP is the successor of the biennial User Modeling (UM) and Adaptive Hypermedia and Adaptive Web-based Systems (AH) conferences that were merged in 2009. It has traditionally been organized under the auspices of User Modeling Inc. Since 2016, UMAP is an ACM conference, sponsored by ACM SIGCHI and SIGWEB. UMAP 2018 is a very special conference, as this is the very first time UMAP will be located in Asia! We hope to meet many like-minded researchers from Singapore and other Asian countries. The conference spans a wide scope of topics related to user modeling, adaptation, and personalization. UMAP 2018 is focused on bringing together cutting-edge research from user interaction and modeling, adaptive technologies, and delivery platforms. It includes high-quality peer-reviewed papers featuring substantive new research in one of five research tracks, each chaired by leaders in the field: Adaptive Hypermedia and the Semantic Web (track chairs Peter Brusilovsky and Geert-Jan Houben) Intelligent User interfaces (track chairs Shlomo Berkovsky and Markus Schedl) Personalized Recommender Systems (track chairs Dietmar Jannach and Markus Zanker) Personalized Social Web (track chairs Cecile Paris and Julita Vassileva) Technology-Enhanced Adaptive Learning (track chairs Olga Santos and Carla Limongelli) The call for papers attracted 137 submissions from 33 different countries on all continents except Antarctica: Argentina, Australia, Austria, Belgium, Brazil, Canada, China, Cyprus, Denmark, Finland, France, Germany, India, Indonesia, Ireland, Israel, Italy, Japan, Netherlands, New Zealand, Nigeria, Norway, Pakistan, Philippines, Portugal, Saudi Arabia, Singapore, South Korea, Spain, Sweden, Switzerland, United Kingdom, and the United States The international program committee consisted of 131 reviewers. Each submission received at least 3 reviews. After the initial reviews were submitted, the designated track chairs (TCs) facilitated discussion amongst reviewers in order to resolve differences and correct misunderstandings. The TCs then provided a recommendation to the Program Chairs. The final decisions were based on these recommendations, meta-reviews, and reviewer scores. Moreover, 10 papers were accepted as extended abstracts, and 13 were included in Late Breaking Results track (LBR). We thank Hui Fang and Pasquale Lops, LBR and Demo Chairs, for their efforts on selecting addition papers submitted to this track. As a result, there are 3 Demos, 3 Theory, Opinion and Reflection papers, and 20 Late Breaking Results papers presented in the iv UMAP poster sessions, which collectively showcase the wide spectrum of novel ideas and latest results in user modeling, adaptation and personalization. We also encourage attendees to attend the keynote presentations; these valuable and insightful talks guide us to a better understanding of the future. Running Recommendations: Personalisation Opportunities for Health and Fitness, Barry Smith (University College Dublin, Ireland) Robots that Listen to People's Hearts: the Role of Emotions in the Communication between Humans and Social Robots, Ana Paiva (University of Lisbon, Portugal) Interpreting User Input Intention in Natural Human Computer Interaction, Yuanchun Shi (Tsinghua University, China)

Proceedings of the 26th ACM Conference on Hypertext & Social Media

Author :
Publisher :
ISBN 13 : 9781450333955
Total Pages : pages
Book Rating : 4.3/5 (339 download)

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Book Synopsis Proceedings of the 26th ACM Conference on Hypertext & Social Media by :

Download or read book Proceedings of the 26th ACM Conference on Hypertext & Social Media written by and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Information Visualization

Author : Riccardo Mazza
Publisher : Springer Science & Business Media
ISBN 13 : 184800219X
Total Pages : 149 pages
Book Rating : 4.8/5 (48 download)

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Book Synopsis Introduction to Information Visualization by : Riccardo Mazza

Download or read book Introduction to Information Visualization written by Riccardo Mazza and published by Springer Science & Business Media. This book was released on 2009-02-28 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information Visualization is a relatively young field that is acquiring more and more concensus in both academic and industrial environments. 'Information Visualization' explores the use of computer-supported interactive graphical representations to explain data and amplify cognition. It provides a means to comunicate ideas or facts about the data, to validate hypotheses, and facilitates the discovery of new facts via exploration. This book introduces the concepts and methods of Information Visualization in an easy-to-understand way, illustrating how to pictorially represent structured and unstructured data, making it easier to comprehend and interpret. Riccardo Mazza focuses on the human aspects of the process of visualization rather than the algorithmic or graphic design aspects.

Author :
Publisher : Springer Nature
ISBN 13 : 3031699785
Total Pages : 202 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis by :

Download or read book written by and published by Springer Nature. This book was released on with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Group Recommender Systems

Author : Alexander Felfernig
Publisher : Springer Nature
ISBN 13 : 3031449436
Total Pages : 180 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Group Recommender Systems by : Alexander Felfernig

Download or read book Group Recommender Systems written by Alexander Felfernig and published by Springer Nature. This book was released on 2023-11-27 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses different aspects of group recommender systems, which are systems that help to identify recommendations for groups instead of single users. In this context, the authors present different related techniques and applications. The book includes in-depth summaries of group recommendation algorithms, related industrial applications, different aspects of preference construction and explanations, user interface aspects of group recommender systems, and related psychological aspects that play a crucial role in group decision scenarios.

A Human-Centered Perspective of Intelligent Personalized Environments and Systems

Author : Bruce Ferwerda
Publisher : Springer Nature
ISBN 13 : 3031551095
Total Pages : 304 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis A Human-Centered Perspective of Intelligent Personalized Environments and Systems by : Bruce Ferwerda

Download or read book A Human-Centered Perspective of Intelligent Personalized Environments and Systems written by Bruce Ferwerda and published by Springer Nature. This book was released on with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Zusammenfassung: This book investigates the potential of combining the more quantitative - data-driven techniques with the more qualitative - theory-driven approaches towards the design of user-centred intelligent systems. It seeks to explore the potential of incorporating factors grounded in psychological theory into adaptive/intelligent routines, mechanisms, technologies and innovations. It highlights models, methods and tools that are emerging from their convergence along with challenges and lessons learned. Special emphasis is placed on promoting original insights and paradigms with respect to latest technologies, current research trends, and innovation directions, e.g., incorporating variables derived from psychological theory and individual differences in adaptive intelligent systems so as to increase explainability, fairness, and transparency, and decrease bias during interactions while the control remains with the user

Personalized Human-Computer Interaction

Author : Mirjam Augstein
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110988771
Total Pages : 442 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Personalized Human-Computer Interaction by : Mirjam Augstein

Download or read book Personalized Human-Computer Interaction written by Mirjam Augstein and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-08-07 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personalized and adaptive systems employ user models to adapt content, services, interaction or navigation to individual users’ needs. User models can be inferred from implicitly observed information, such as the user’s interaction history or current location, or from explicitly entered information, such as user profile data or ratings. Applications of personalization include item recommendation, location-based services, learning assistance and the tailored selection of interaction modalities. With the transition from desktop computers to mobile devices and ubiquitous environments, the need for adapting to changing contexts is even more important. However, this also poses new challenges concerning privacy issues, user control, transparency, and explainability. In addition, user experience and other human factors are becoming increasingly important. This book describes foundations of user modeling, discusses user interaction as a basis for adaptivity, and showcases several personalization approaches in a variety of domains, including music recommendation, tourism, and accessible user interfaces.

Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023)

Author : José Bravo
Publisher : Springer Nature
ISBN 13 : 3031483065
Total Pages : 350 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023) by : José Bravo

Download or read book Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023) written by José Bravo and published by Springer Nature. This book was released on with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Digital Humanism

Author : Marta Bertolaso
Publisher : Springer Nature
ISBN 13 : 303097054X
Total Pages : 254 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Digital Humanism by : Marta Bertolaso

Download or read book Digital Humanism written by Marta Bertolaso and published by Springer Nature. This book was released on 2022-06-28 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an accessible and up to date overview of the foundational issues about both emerging constructive understandings of the digital era and still hidden and ignored aspects that could instead be dramatically relevant in the future, in the process of a technological humanism. The book offers relevant scientific and ethical questions bringing together professionals and researchers, from different professional and disciplinary fields, who have a shared interest in investigating operative aspects of technological, digital and cultural transitions of humans and their capacity of building human societies. The challenges are clear but there is a lack of an epistemological, anthropological, economic and social agenda that would enable a drive to such transitions towards a technological humanism. This book provides an ideal platform for professionals and scholars, not only providing tools for problem analysis, but also indicating shared directions, needs and objectives for a common goal; the creation of new scenarios instead of the creation of fears and manipulated social imaginaria.

Persuasive Technology

Author : Raian Ali
Publisher : Springer Nature
ISBN 13 : 3030794601
Total Pages : 330 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Persuasive Technology by : Raian Ali

Download or read book Persuasive Technology written by Raian Ali and published by Springer Nature. This book was released on 2021-06-22 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 16th International Conference on Persuasive Technology, PERSUASIVE 2021, held as a virtual event, in April 2021. The 17 full papers presented in this book together with 8 short papers were carefully reviewed and selected from 67 submissions. The papers are grouped in topical sections as follows: persuasive affective technology; digital marketing, ecommerce, etourism and smart ecosystems; and persuasion and education.

Multilingual Information Retrieval

Author : Carol Peters
Publisher : Springer Science & Business Media
ISBN 13 : 3642230083
Total Pages : 232 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Multilingual Information Retrieval by : Carol Peters

Download or read book Multilingual Information Retrieval written by Carol Peters and published by Springer Science & Business Media. This book was released on 2012-01-05 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are living in a multilingual world and the diversity in languages which are used to interact with information access systems has generated a wide variety of challenges to be addressed by computer and information scientists. The growing amount of non-English information accessible globally and the increased worldwide exposure of enterprises also necessitates the adaptation of Information Retrieval (IR) methods to new, multilingual settings. Peters, Braschler and Clough present a comprehensive description of the technologies involved in designing and developing systems for Multilingual Information Retrieval (MLIR). They provide readers with broad coverage of the various issues involved in creating systems to make accessible digitally stored materials regardless of the language(s) they are written in. Details on Cross-Language Information Retrieval (CLIR) are also covered that help readers to understand how to develop retrieval systems that cross language boundaries. Their work is divided into six chapters and accompanies the reader step-by-step through the various stages involved in building, using and evaluating MLIR systems. The book concludes with some examples of recent applications that utilise MLIR technologies. Some of the techniques described have recently started to appear in commercial search systems, while others have the potential to be part of future incarnations. The book is intended for graduate students, scholars, and practitioners with a basic understanding of classical text retrieval methods. It offers guidelines and information on all aspects that need to be taken into consideration when building MLIR systems, while avoiding too many ‘hands-on details’ that could rapidly become obsolete. Thus it bridges the gap between the material covered by most of the classical IR textbooks and the novel requirements related to the acquisition and dissemination of information in whatever language it is stored.

Information Technology in Contemporary Organizations

Author : Katarzyna Tworek
Publisher : Taylor & Francis
ISBN 13 : 1000872610
Total Pages : 151 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Information Technology in Contemporary Organizations by : Katarzyna Tworek

Download or read book Information Technology in Contemporary Organizations written by Katarzyna Tworek and published by Taylor & Francis. This book was released on 2023-04-14 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to tremendous shifts in the business environment of contemporary organizations following the COVID-19 pandemic, there is a need to redefine the role and importance of information technology (IT) support, which is essential for ensuring an organization’s survival. Current models are no longer valid, as in the new turbulent and digitalized environment, the need for IT support is more crucial and indispensable than ever. This book proposes a new model explaining the factors inf luencing the efficiency of adaptable IT support in contemporary organizations, including those operating normally and during crises. The author demonstrates how organizations benefit from IT support, not only by enabling higher performance but also by facilitating organizational continuity, reliability, and even survival during various stages of crisis. The proposed model provides a basis for theory development in the field of organizational continuity and reliability, offering a new body of knowledge related to the factors boosting organizational performance gained from IT support and enabling organizational survival. This book will provide valuable findings for scholars performing research in the field of IT use in organizations, IT management, crisis management, and organizational reliability.

Collaborative Recommendations: Algorithms, Practical Challenges And Applications

Author : Shlomo Berkovsky
Publisher : World Scientific
ISBN 13 : 9813275367
Total Pages : 736 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Collaborative Recommendations: Algorithms, Practical Challenges And Applications by : Shlomo Berkovsky

Download or read book Collaborative Recommendations: Algorithms, Practical Challenges And Applications written by Shlomo Berkovsky and published by World Scientific. This book was released on 2018-11-30 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recommender systems are very popular nowadays, as both an academic research field and services provided by numerous companies for e-commerce, multimedia and Web content. Collaborative-based methods have been the focus of recommender systems research for more than two decades.The unique feature of the compendium is the technical details of collaborative recommenders. The book chapters include algorithm implementations, elaborate on practical issues faced when deploying these algorithms in large-scale systems, describe various optimizations and decisions made, and list parameters of the algorithms.This must-have title is a useful reference materials for researchers, IT professionals and those keen to incorporate recommendation technologies into their systems and services.

Research and Development in Intelligent Systems XXVI

Author : Richard Ellis
Publisher : Springer Science & Business Media
ISBN 13 : 1848829833
Total Pages : 504 pages
Book Rating : 4.8/5 (488 download)

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Book Synopsis Research and Development in Intelligent Systems XXVI by : Richard Ellis

Download or read book Research and Development in Intelligent Systems XXVI written by Richard Ellis and published by Springer Science & Business Media. This book was released on 2009-10-28 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: The most common document formalisation for text classi?cation is the vector space model founded on the bag of words/phrases representation. The main advantage of the vector space model is that it can readily be employed by classi?cation - gorithms. However, the bag of words/phrases representation is suited to capturing only word/phrase frequency; structural and semantic information is ignored. It has been established that structural information plays an important role in classi?cation accuracy [14]. An alternative to the bag of words/phrases representation is a graph based rep- sentation, which intuitively possesses much more expressive power. However, this representation introduces an additional level of complexity in that the calculation of the similarity between two graphs is signi?cantly more computationally expensive than between two vectors (see for example [16]). Some work (see for example [12]) has been done on hybrid representations to capture both structural elements (- ing the graph model) and signi?cant features using the vector model. However the computational resources required to process this hybrid model are still extensive.

Recommender Systems Handbook

Author : Francesco Ricci
Publisher : Springer Nature
ISBN 13 : 1071621971
Total Pages : 1053 pages
Book Rating : 4.0/5 (716 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 Nature. This book was released on 2022-04-21 with total page 1053 pages. Available in PDF, EPUB and Kindle. Book excerpt: This third edition handbook describes in detail the classical methods as well as extensions and novel approaches that were more recently introduced within this field. It consists of five parts: general recommendation techniques, special recommendation techniques, value and impact of recommender systems, human computer interaction, and applications. The first part presents the most popular and fundamental techniques currently used for building recommender systems, such as collaborative filtering, semantic-based methods, recommender systems based on implicit feedback, neural networks and context-aware methods. The second part of this handbook introduces more advanced recommendation techniques, such as session-based recommender systems, adversarial machine learning for recommender systems, group recommendation techniques, reciprocal recommenders systems, natural language techniques for recommender systems and cross-domain approaches to recommender systems. The third part covers a wide perspective to the evaluation of recommender systems with papers on methods for evaluating recommender systems, their value and impact, the multi-stakeholder perspective of recommender systems, the analysis of the fairness, novelty and diversity in recommender systems. The fourth part contains a few chapters on the human computer dimension of recommender systems, with research on the role of explanation, the user personality and how to effectively support individual and group decision with recommender systems. The last part focusses on application in several important areas, such as, food, music, fashion and multimedia recommendation. This informative third edition handbook provides a comprehensive, yet concise and convenient reference source to recommender systems for researchers and advanced-level students focused on computer science and data science. Professionals working in data analytics that are using recommendation and personalization techniques will also find this handbook a useful tool.

The Adaptive Web

Author : Peter Brusilovski
Publisher : Springer Science & Business Media
ISBN 13 : 3540720782
Total Pages : 770 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis The Adaptive Web by : Peter Brusilovski

Download or read book The Adaptive Web written by Peter Brusilovski and published by Springer Science & Business Media. This book was released on 2007-04-24 with total page 770 pages. Available in PDF, EPUB and Kindle. Book excerpt: This state-of-the-art survey provides a systematic overview of the ideas and techniques of the adaptive Web and serves as a central source of information for researchers, practitioners, and students. The volume constitutes a comprehensive and carefully planned collection of chapters that map out the most important areas of the adaptive Web, each solicited from the experts and leaders in the field.

Recommender Systems for Medicine and Music

Author : Zbigniew W. Ras
Publisher : Springer Nature
ISBN 13 : 3030664503
Total Pages : 236 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Recommender Systems for Medicine and Music by : Zbigniew W. Ras

Download or read book Recommender Systems for Medicine and Music written by Zbigniew W. Ras and published by Springer Nature. This book was released on 2021-04-07 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Music recommendation systems are becoming more and more popular. The increasing amount of personal data left by users on social media contributes to more accurate inference of the user’s musical preferences and the same to quality of personalized systems. Health recommendation systems have become indispensable tools in decision making processes in the healthcare sector. Their main objective is to ensure the availability of valuable information at the right time by ensuring information quality, trustworthiness, authentication, and privacy concerns. Medical doctors deal with various kinds of diseases in which the music therapy helps to improve symptoms. Listening to music may improve heart rate, respiratory rate, and blood pressure in people with heart disease. Sound healing therapy uses aspects of music to improve physical and emotional health and well-being. The book presents a variety of approaches useful to create recommendation systems in healthcare, music, and in music therapy.