Semantics in Adaptive and Personalised Systems

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Publisher : Springer Nature
ISBN 13 : 303005618X
Total Pages : 186 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Semantics in Adaptive and Personalised Systems by : Pasquale Lops

Download or read book Semantics in Adaptive and Personalised Systems written by Pasquale Lops and published by Springer Nature. This book was released on 2019-09-18 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph gives a complete overview of the techniques and the methods for semantics-aware content representation and shows how to apply such techniques in various use cases, such as recommender systems, user profiling and social media analysis. Throughout the book, the authors provide an extensive analysis of the techniques currently proposed in the literature and cover all the available tools and libraries to implement and exploit such methodologies in real-world scenarios. The book first introduces the problem of information overload and the reasons why content-based information needs to be taken into account. Next, the basics of Natural Language Processing are provided, by describing operations such as tokenization, stopword removal, lemmatization, stemming, part-of-speech tagging, along with the main problems and issues. Finally, the book describes the different approaches for semantics-aware content representation: such approaches are split into ‘exogenous’ and ‘endogenous’ ones, depending on whether external knowledge sources as DBpedia or geometrical models and distributional semantics are used, respectively. To conclude, several successful use cases and an extensive list of available tools and resources to implement the approaches are shown. Semantics in Adaptive and Personalised Systems definitely fills the gap between the extensive literature on content-based recommender systems, natural language processing, and the different types of semantics-aware representations.

Semantics in Adaptive and Personalized Services

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Publisher : Springer Science & Business Media
ISBN 13 : 3642116833
Total Pages : 233 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Semantics in Adaptive and Personalized Services by : Manolis Wallace

Download or read book Semantics in Adaptive and Personalized Services written by Manolis Wallace and published by Springer Science & Business Media. This book was released on 2010-02-28 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Semantics in Adaptive and Personalised Services, initially strikes one as a specific and perhaps narrow domain. Yet, a closer examination of the term reveals much more. On one hand there is the issue of semantics. Nowadays, this most often refers to the use of OWL, RDF or some other XML based ontology description language in order to represent the entities of problem. Still, semantics may also very well refer to the consideration of the meanings and concepts, rather than arithmetic measures, regardless of the representation used. On the other hand, there is the issue of adaptation, i.e. automated re-configuration based on some context. This could be the network and device context, the application context or the user context; we refer to the latter case as personalization. From a different perspective, there is the issue of the point of view from which to examine the topic. There is the point of view of tools, referring to the algorithms and software tools one can use, the point of view of the methods, referring to the abstract methodologies and best practices one can follow, as well as the point of view of applications, referring to successful and pioneering case studies that lead the way in research and innovation. Or at least so we thought. Based on the above reasoning, the editors identified key researchers and practitioners in each of the aforementioned categories and invited them to contribute a corresponding work to this book. However, as the authors’ contributions started to arrive, the editors also started to realize that although these categories participate in each chapter to different degrees, none of them can ever be totally obsolete from them. Moreover, it seems that theory and methods are inherent in the development of tools and applications and inversely the application is also inherent in the motivation and presentation of tools and methods.

Adaptive and Personalized Semantic Web

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Publisher : Springer
ISBN 13 : 3540332790
Total Pages : 105 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Adaptive and Personalized Semantic Web by : Spiros Sirmakessis

Download or read book Adaptive and Personalized Semantic Web written by Spiros Sirmakessis and published by Springer. This book was released on 2006-08-29 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: Web Personalization can be defined as any set of actions that can tailor the Web experience to a particular user or set of users. To achieve effective personalization, organizations must rely on all available data, including the usage and click-stream data (reflecting user behaviour), the site content, the site structure, domain knowledge, as well as user demographics and profiles. In addition, efficient and intelligent techniques are needed to mine this data for actionable knowledge, and to effectively use the discovered knowledge to enhance the users' Web experience. The aim of the International Workshop on Adaptive and Personalized Semantic Web that was held in the Sixteenth ACM Conference on Hypertext and Hypermedia (September 6-9, 2005, Salzburg, Austria) was to bring together researchers and practitioners in the fields of web engineering, adaptive hypermedia, semantic web technologies, knowledge management, information retrieval, user modelling, and other related disciplines which provide enabling technologies for personalization and adaptation on the World Wide Web. The book contains the papers presented during the workshop. Presentations of the papers are available online at www.hci.gr.

Recommender Systems Handbook

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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.

Advances in Semantic Media Adaptation and Personalization, Volume 2

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Publisher : CRC Press
ISBN 13 : 1420076655
Total Pages : 458 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Advances in Semantic Media Adaptation and Personalization, Volume 2 by : Marios C. Angelides

Download or read book Advances in Semantic Media Adaptation and Personalization, Volume 2 written by Marios C. Angelides and published by CRC Press. This book was released on 2009-03-17 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emergence of content- and context-aware search engines, which not only personalize searching and delivery but also the content, has caused the emergence of new infrastructures capable of end-to-end ubiquitous transmission of personalized multimedia content to any device on any network at any time. Personalizing and adapting content requires pro

Knowledge Engineering and Semantic Web

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Publisher : Springer
ISBN 13 : 3319245430
Total Pages : 301 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Knowledge Engineering and Semantic Web by : Pavel Klinov

Download or read book Knowledge Engineering and Semantic Web written by Pavel Klinov and published by Springer. This book was released on 2015-09-29 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th Conference on Knowledge Engineering and the Semantic Web, KESW 2015, held in Moscow, Russia, in September/October 2015.The 17 revised full papers presented together with 6 short system descriptions were carefully reviewed andselected from 35 submissions. The papers address research issues related to semantic web, linked data, ontologies, natural language processing, knowledge representation.

Intelligent User Interfaces: Adaptation and Personalization Systems and Technologies

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Publisher : IGI Global
ISBN 13 : 1605660337
Total Pages : 452 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Intelligent User Interfaces: Adaptation and Personalization Systems and Technologies by : Mourlas, Constantinos

Download or read book Intelligent User Interfaces: Adaptation and Personalization Systems and Technologies written by Mourlas, Constantinos and published by IGI Global. This book was released on 2008-09-30 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book identifies solutions and suggestions for the design and development of adaptive applications and systems that provides more usable and qualitative content and services adjusted to the needs and requirements of the various users"--Provided by publisher.

Mass Customization for Personalized Communication Environments: Integrating Human Factors

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Publisher : IGI Global
ISBN 13 : 1605662615
Total Pages : 318 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Mass Customization for Personalized Communication Environments: Integrating Human Factors by : Mourlas, Constantinos

Download or read book Mass Customization for Personalized Communication Environments: Integrating Human Factors written by Mourlas, Constantinos and published by IGI Global. This book was released on 2009-10-31 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book focuses on the customization of services and communication environments to advance user satisfaction--Provided by publisher.

Semantic Models for Adaptive Interactive Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 1447153014
Total Pages : 210 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Semantic Models for Adaptive Interactive Systems by : Tim Hussein

Download or read book Semantic Models for Adaptive Interactive Systems written by Tim Hussein and published by Springer Science & Business Media. This book was released on 2013-07-04 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing insights into methodologies for designing adaptive systems based on semantic data, and introducing semantic models that can be used for building interactive systems, this book showcases many of the applications made possible by the use of semantic models. Ontologies may enhance the functional coverage of an interactive system as well as its visualization and interaction capabilities in various ways. Semantic models can also contribute to bridging gaps; for example, between user models, context-aware interfaces, and model-driven UI generation. There is considerable potential for using semantic models as a basis for adaptive interactive systems. A variety of reasoning and machine learning techniques exist that can be employed to achieve adaptive system behavior. The advent and rapid growth of Linked Open Data as a large-scale collection of semantic data has also paved the way for a new breed of intelligent, knowledge-intensive applications. Semantic Models for Adaptive Interactive Systems includes ten complementary chapters written by experts from both industry and academia. Rounded off by a number of case studies in real world application domains, this book will serve as a valuable reference for researchers and practitioners exploring the use of semantic models within HCI.

Semantic Hyper/Multimedia Adaptation

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Publisher : Springer
ISBN 13 : 3642289770
Total Pages : 383 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Semantic Hyper/Multimedia Adaptation by : Ioannis E. Anagnostopoulos

Download or read book Semantic Hyper/Multimedia Adaptation written by Ioannis E. Anagnostopoulos and published by Springer. This book was released on 2012-07-28 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nowadays, more and more users are witnessing the impact of Hypermedia/Multimedia as well as the penetration of social applications in their life. Parallel to the evolution of the Internet and Web, several Hypermedia/Multimedia schemes and technologies bring semantic-based intelligent, personalized and adaptive services to the end users. More and more techniques are applied in media systems in order to be user/group-centric, adapting to different content and context features of a single or a community user. In respect to all the above, researchers need to explore and study the plethora of challenges that emergent personalisation and adaptation technologies bring to the new era. This edited volume aims to increase the awareness of researchers in this area. All contributions provide an in-depth investigation on research and deployment issues, regarding already introduced schemes and applications in Semantic Hyper/Multimedia and Social Media Adaptation. Moreover, the authors provide survey-based articles, so as potential readers can use it for catching up the recent trends and applications in respect to the relevant literature. Finally, the authors discuss and present their approach in the respective field or problem addressed.

Semantic Computing

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Publisher : World Scientific Publishing Company
ISBN 13 : 9813227931
Total Pages : 252 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Semantic Computing by : Sheu Phillip Chen-yu

Download or read book Semantic Computing written by Sheu Phillip Chen-yu and published by World Scientific Publishing Company. This book was released on 2012-05-31 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the first volume of World Scientific Encyclopedia with Semantic Computing and Robotic Intelligence, this volume is designed to lay the foundation for the understanding of the Semantic Computing (SC), as a core concept to study Robotic Intelligence in the subsequent volumes. This volume aims to provide a reference to the development of Semantic Computing, in the terms of "meaning", "context", and "intention". It brings together a series of technical notes, in average, no longer than 10 pages in length, each focuses on one topic in Semantic Computing; being review article or research paper, to explain the fundamental concepts, models or algorithms, and possible applications of the technology concerned. This volume will address three core areas in Semantic Computing: Understanding the (possibly naturally-expressed) intentions (semantics) of users and expressing them in a machine-processable format: Semantics description languages, ontology integration, interoperabilityUnderstanding the meanings (semantics) of computational content (of various sorts, including, but is not limited to, text, video, audio, process, network, software and hardware) and expressing them in a machine-processable format in Multimedia, IoT, SDN, wearable computing, interfacable with mobile computing, search engines, question answering, web services, to support applications in biomedicine, healthcare, manufacturing, engineering, education, finance, entertainment, business, science and humanityMapping the semantics of the user in context for content retrieval, management, creation in the form of structured data, image and video, audio and speech, big data, natural language, deep learning.

Managing Multimedia Semantics

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Publisher : IGI Global
ISBN 13 : 1591405696
Total Pages : 427 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Managing Multimedia Semantics by : Uma Srinivasan

Download or read book Managing Multimedia Semantics written by Uma Srinivasan and published by IGI Global. This book was released on 2005-01-01 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book is aimed at researchers and practitioners involved in designing and managing complex multimedia information systems"--Provided by publisher.

Ubiquitous and Pervasive Knowledge and Learning Management: Semantics, Social Networking and New Media to Their Full Potential

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Publisher : IGI Global
ISBN 13 : 1599044854
Total Pages : 324 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Ubiquitous and Pervasive Knowledge and Learning Management: Semantics, Social Networking and New Media to Their Full Potential by : Lytras, Miltiadis D.

Download or read book Ubiquitous and Pervasive Knowledge and Learning Management: Semantics, Social Networking and New Media to Their Full Potential written by Lytras, Miltiadis D. and published by IGI Global. This book was released on 2007-02-28 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book presents an alternative view to ubiquitous and pervasive knowledge, architectural frameworks, and methodological issues, and introduces some of the major techniques and tools developed in the domain of ontology building, analysis, and semantic Web"--Provided by publisher.

Entertainment for Education. Digital Techniques and Systems

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Publisher : Springer
ISBN 13 : 3642145337
Total Pages : 635 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Entertainment for Education. Digital Techniques and Systems by : Xiaopeng Zhang

Download or read book Entertainment for Education. Digital Techniques and Systems written by Xiaopeng Zhang and published by Springer. This book was released on 2010-08-12 with total page 635 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the technical advancement of digital media and the medium of communication in recent years, there is a widespread interest in digital entertainment. An emerging te- nical research area edutainment, or educational entertainment, has been accepted as education using digital entertainment. Edutainment has been recognized as an eff- tive way of learning using modern digital media tools, like computers, games, mobile phones, televisions, or other virtual reality applications, which emphasizes the use of entertainment with application to the education domain. The Edutainment conference series was established in 2006 and subsequently - ganized as a special event for researchers working in this new interest area of e-learning and digital entertainment. The main purpose of Edutainment conferences is to facilitate the discussion, presentation, and information exchange of the scientific and technological development in the new community. The Edutainment conference series becomes a valuable opportunity for researchers, engineers, and graduate s- dents to communicate at these international annual events. The conference series - cludes plenary invited talks, workshops, tutorials, paper presentation tracks, and panel discussions. The Edutainment conference series was initiated in Hangzhou, China in 2006. Following the success of the first event, the second (Edutainment 2007 in Hong Kong, China), third (Edutainment 2008 in Nanjing, China), and fourth editions (Edutainment 2009 in Banff, Canada) were organized. Edutainment 2010 was held during August 16–18, 2010 in Changchun, China. Two workshops were jointly org- ized together with Edutainment 2010.

Knowledge Management and Acquisition for Smart Systems and Services

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Publisher : Springer Science & Business Media
ISBN 13 : 3642150365
Total Pages : 333 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Knowledge Management and Acquisition for Smart Systems and Services by : Debbie Richards

Download or read book Knowledge Management and Acquisition for Smart Systems and Services written by Debbie Richards and published by Springer Science & Business Media. This book was released on 2010-08-11 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book constitutes the thoroughly refereed proceedings of the 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services, held in Daegue, Korea in August 2010 in conjunction with the Pacific Rim International Conference on Artificial Intelligence, PRICAI 2010. The 26 revised full papers were selected from 94 submissions and are organized in topical sections on Machine Learning, Data Mining, Knowledge Engineering & Ontology, Incremental Knowledge Acquisition, KA Applications in Internet and Mobile Computing and KA Applications in Multimedia and Games.

Semantic Web and Peer-to-Peer

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Publisher : Springer Science & Business Media
ISBN 13 : 3540283471
Total Pages : 365 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Semantic Web and Peer-to-Peer by : Steffen Staab

Download or read book Semantic Web and Peer-to-Peer written by Steffen Staab and published by Springer Science & Business Media. This book was released on 2006-03-28 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: Just like the industrial society of the last century depended on natural resources, today’s society depends on information and its exchange. Staab and Stuckenschmidt structured the selected contributions into four parts: Part I, "Data Storage and Access", prepares the semantic foundation, i.e. data modelling and querying in a flexible and yet scalable manner. These foundations allow for dealing with the organization of information at the individual peers. Part II, "Querying the Network", considers the routing of queries, as well as continuous queries and personalized queries under the conditions of the permanently changing topological structure of a peer-to-peer network. Part III, "Semantic Integration", deals with the mapping of heterogeneous data representations. Finally Part IV, "Methodology and Systems", reports experiences from case studies and sample applications. The overall result is a state-of-the-art description of the potential of Semantic Web and peer-to-peer technologies for information sharing and knowledge management when applied jointly.

Adaptive and Personalized Semantic Web

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540306054
Total Pages : 130 pages
Book Rating : 4.3/5 (6 download)

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Book Synopsis Adaptive and Personalized Semantic Web by : Spiros Sirmakessis

Download or read book Adaptive and Personalized Semantic Web written by Spiros Sirmakessis and published by Springer Science & Business Media. This book was released on 2006-02-21 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: Web personalization can be defined as any set of actions that can tailor the Web experience to a particular user or set of users. This book talks about effective personalization, the usage and click-stream data (reflecting user behaviour), the site content, the site structure, domain knowledge, as well as user demographics and profiles.