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Semantics in Adaptive and Personalized Services

Semantics in Adaptive and Personalized Services
Author: Manolis Wallace
Publisher: Springer Science & Business Media
Total Pages: 233
Release: 2010-02-28
Genre: Computers
ISBN: 3642116833

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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.


Semantics in Adaptive and Personalized Services

Semantics in Adaptive and Personalized Services
Author: Pasquale Lops
Publisher:
Total Pages: 186
Release: 2019
Genre: Semantic computing
ISBN:

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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 Personalised Systems

Semantics in Adaptive and Personalised Systems
Author: Pasquale Lops
Publisher: Springer Nature
Total Pages: 186
Release: 2019-09-18
Genre: Computers
ISBN: 303005618X

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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.


Adaptive and Personalized Semantic Web

Adaptive and Personalized Semantic Web
Author: Spiros Sirmakessis
Publisher: Springer Science & Business Media
Total Pages: 114
Release: 2006-02-21
Genre: Computers
ISBN: 3540306056

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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.


Semantic Hyper/Multimedia Adaptation

Semantic Hyper/Multimedia Adaptation
Author: Ioannis E. Anagnostopoulos
Publisher: Springer
Total Pages: 383
Release: 2012-07-28
Genre: Technology & Engineering
ISBN: 3642289770

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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 Web Engineering in the Knowledge Society

Semantic Web Engineering in the Knowledge Society
Author: Cardoso, Jorge
Publisher: IGI Global
Total Pages: 424
Release: 2008-10-31
Genre: Computers
ISBN: 1605661139

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"This book lays the foundations for understanding the concepts and technologies behind the Semantic Web"--Provided by publisher.


Multidisciplinary Approaches to Service-Oriented Engineering

Multidisciplinary Approaches to Service-Oriented Engineering
Author: Khosrow-Pour, D.B.A., Mehdi
Publisher: IGI Global
Total Pages: 389
Release: 2018-06-01
Genre: Technology & Engineering
ISBN: 1522559523

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The service industry is continually improving, forcing service-oriented engineering to improve alongside it. In a digitalized world, technology within the service industry has adapted to support interactions between users and organizations. By identifying key problems and features, service providers can help increase facilitator profitability and user satisfaction. Multidisciplinary Approaches to Service-Oriented Engineering is a well-rounded collection of research that examines methods of providing optimal system design for service systems and applications engineering. While exploring topics such as cloud ecosystems, interface localization, and requirement prioritization, this publication provides information about the approaches and development of software architectures to improve service quality. This book is a vital resource for engineers, theoreticians, educators, developers, IT consultants, researchers, practitioners, and professionals.


Advances in Semantic Media Adaptation and Personalization, Volume 2

Advances in Semantic Media Adaptation and Personalization, Volume 2
Author: Marios C. Angelides
Publisher: CRC Press
Total Pages: 458
Release: 2009-03-17
Genre: Computers
ISBN: 1420076655

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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


The Semantic Web: Research and Applications

The Semantic Web: Research and Applications
Author: Enrico Franconi
Publisher: Springer
Total Pages: 848
Release: 2007-06-23
Genre: Computers
ISBN: 3540726675

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This book constitutes the refereed proceedings of the 4th European Semantic Web Conference, ESWC 2007, held in Innsbruck, Austria, in June 2007. Coverage includes semantic Web services, ontology learning, inference and mapping, social semantic Web, ontologies, personalization, foundations of the semantic Web, natural languages and ontologies, and querying and Web data models.