Modeling and Management of Fuzzy Semantic RDF Data

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Publisher : Springer Nature
ISBN 13 : 3031116690
Total Pages : 217 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Modeling and Management of Fuzzy Semantic RDF Data by : Zongmin Ma

Download or read book Modeling and Management of Fuzzy Semantic RDF Data written by Zongmin Ma and published by Springer Nature. This book was released on 2022-09-08 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book systemically presents the latest research findings in fuzzy RDF data modeling and management. Fuzziness widely exist in many data and knowledge intensive applications. With the increasing amount of metadata available, efficient and scalable management of massive semantic data with uncertainty is of crucial importance. This book goes to great depth concerning the fast-growing topic of technologies and approaches of modeling and managing fuzzy metadata with Resource Description Framework (RDF) format. Its major topics include representation of fuzzy RDF data, fuzzy RDF graph matching, query of fuzzy RDF data, and persistence of fuzzy RDF data in diverse databases. The objective of the book is to provide the state-of-the-art information to researchers, practitioners, and postgraduates students who work on the area of big data intelligence and at the same time serve as the uncertain data and knowledge engineering professional as a valuable real-world reference.

Fuzzy Knowledge Management for the Semantic Web

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Author :
Publisher : Springer
ISBN 13 : 3642392830
Total Pages : 282 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Fuzzy Knowledge Management for the Semantic Web by : Zongmin Ma

Download or read book Fuzzy Knowledge Management for the Semantic Web written by Zongmin Ma and published by Springer. This book was released on 2013-09-28 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book goes to great depth concerning the fast growing topic of technologies and approaches of fuzzy logic in the Semantic Web. The topics of this book include fuzzy description logics and fuzzy ontologies, queries of fuzzy description logics and fuzzy ontology knowledge bases, extraction of fuzzy description logics and ontologies from fuzzy data models, storage of fuzzy ontology knowledge bases in fuzzy databases, fuzzy Semantic Web ontology mapping, and fuzzy rules and their interchange in the Semantic Web. The book aims to provide a single record of current research in the fuzzy knowledge representation and reasoning for the Semantic Web. The objective of the book is to provide the state of the art information to researchers, practitioners and graduate students of the Web intelligence and at the same time serve the knowledge and data engineering professional faced with non-traditional applications that make the application of conventional approaches difficult or impossible.

Emerging Technologies and Applications in Data Processing and Management

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Publisher : IGI Global
ISBN 13 : 1522584471
Total Pages : 458 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Emerging Technologies and Applications in Data Processing and Management by : Ma, Zongmin

Download or read book Emerging Technologies and Applications in Data Processing and Management written by Ma, Zongmin and published by IGI Global. This book was released on 2019-06-28 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in web technology and the proliferation of sensors and mobile devices connected to the internet have resulted in the generation of immense data sets available on the web that need to be represented, saved, and exchanged. Massive data can be managed effectively and efficiently to support various problem-solving and decision-making techniques. Emerging Technologies and Applications in Data Processing and Management is a critical scholarly publication that examines the importance of data management strategies that coincide with advancements in web technologies. Highlighting topics such as geospatial coverages, data analysis, and keyword query, this book is ideal for professionals, researchers, academicians, data analysts, web developers, and web engineers.

Fuzzy Database Modeling of Imprecise and Uncertain Engineering Information

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540306757
Total Pages : 221 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Fuzzy Database Modeling of Imprecise and Uncertain Engineering Information by : Zongmin Ma

Download or read book Fuzzy Database Modeling of Imprecise and Uncertain Engineering Information written by Zongmin Ma and published by Springer Science & Business Media. This book was released on 2006-02-09 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent advances for imprecise and uncertain engineering information from the point of view of fuzzy database modeling. The topics include fuzzy conceptual data modeling of engineering information, conversion of the fuzzy conceptual models, and database implementation of the fuzzy conceptual data models. Some major data and database models for engineering information modeling are investigated. The main novel aspect of this book is that the book focuses on imprecise and uncertain industrial information modeling viewed from databases and fuzzy database technologies viewed from industrial applications. This may be useful for people involved in theory research, design implementation, and application development of intelligent engineering databases.

Uncertain Spatiotemporal Data Management for the Semantic Web

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Publisher : IGI Global
ISBN 13 : 1668491095
Total Pages : 527 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Uncertain Spatiotemporal Data Management for the Semantic Web by : Bai, Luyi

Download or read book Uncertain Spatiotemporal Data Management for the Semantic Web written by Bai, Luyi and published by IGI Global. This book was released on 2024-03-01 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the world of data management, one of the most formidable challenges faced by academic scholars is the effective handling of spatiotemporal data within the semantic web. As our world continues to change dynamically with time, nearly every aspect of our lives, from environmental monitoring to urban planning and beyond, is intrinsically linked to time and space. This synergy has given rise to an avalanche of spatiotemporal data, and the pressing question is how to manage, model, and query this voluminous information effectively. The existing approaches often fall short in addressing the intricacies and uncertainties that come with spatiotemporal data, leaving scholars struggling to unlock its full potential. Uncertain Spatiotemporal Data Management for the Semantic Web is the definitive solution to the challenges faced by academic scholars in the realm of spatiotemporal data. This book offers a visionary approach to an all-encompassing guide in modeling and querying spatiotemporal data using innovative technologies like XML and RDF. Through a meticulously crafted set of chapters, this book sheds light on the nuances of spatiotemporal data and also provides practical solutions that empower scholars to navigate the complexities of this domain effectively.

Semantic Web for the Working Ontologist

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Author :
Publisher : Morgan & Claypool
ISBN 13 : 1450376150
Total Pages : 510 pages
Book Rating : 4.4/5 (53 download)

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Book Synopsis Semantic Web for the Working Ontologist by : James Hendler

Download or read book Semantic Web for the Working Ontologist written by James Hendler and published by Morgan & Claypool. This book was released on 2020-08-03 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enterprises have made amazing advances by taking advantage of data about their business to provide predictions and understanding of their customers, markets, and products. But as the world of business becomes more interconnected and global, enterprise data is no long a monolith; it is just a part of a vast web of data. Managing data on a world-wide scale is a key capability for any business today. The Semantic Web treats data as a distributed resource on the scale of the World Wide Web, and incorporates features to address the challenges of massive data distribution as part of its basic design. The aim of the first two editions was to motivate the Semantic Web technology stack from end-to-end; to describe not only what the Semantic Web standards are and how they work, but also what their goals are and why they were designed as they are. It tells a coherent story from beginning to end of how the standards work to manage a world-wide distributed web of knowledge in a meaningful way. The third edition builds on this foundation to bring Semantic Web practice to enterprise. Fabien Gandon joins Dean Allemang and Jim Hendler, bringing with him years of experience in global linked data, to open up the story to a modern view of global linked data. While the overall story is the same, the examples have been brought up to date and applied in a modern setting, where enterprise and global data come together as a living, linked network of data. Also included with the third edition, all of the data sets and queries are available online for study and experimentation at data.world/swwo.

Fuzzy Logic and the Semantic Web

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Publisher : Elsevier
ISBN 13 : 9780080460482
Total Pages : 496 pages
Book Rating : 4.4/5 (64 download)

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Book Synopsis Fuzzy Logic and the Semantic Web by : Elie Sanchez

Download or read book Fuzzy Logic and the Semantic Web written by Elie Sanchez and published by Elsevier. This book was released on 2006-02-20 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: These are exciting times in the fields of Fuzzy Logic and the Semantic Web, and this book will add to the excitement, as it is the first volume to focus on the growing connections between these two fields. This book is expected to be a valuable aid to anyone considering the application of Fuzzy Logic to the Semantic Web, because it contains a number of detailed accounts of these combined fields, written by leading authors in several countries. The Fuzzy Logic field has been maturing for forty years. These years have witnessed a tremendous growth in the number and variety of applications, with a real-world impact across a wide variety of domains with humanlike behavior and reasoning. And we believe that in the coming years, the Semantic Web will be major field of applications of Fuzzy Logic. This book, the first in the new series Capturing Intelligence, shows the positive role Fuzzy Logic, and more generally Soft Computing, can play in the development of the Semantic Web, filling a gap and facing a new challenge. It covers concepts, tools, techniques and applications exhibiting the usefulness, and the necessity, for using Fuzzy Logic in the Semantic Web. It finally opens the road to new systems with a high Web IQ. Most of today's Web content is suitable for human consumption. The Semantic Web is presented as an extension of the current web in which information is given well-defined meaning, better enabling computers and people to work in cooperation. For example, within the Semantic Web, computers will understand the meaning of semantic data on a web page by following links to specified ontologies. But while the Semantic Web vision and research attracts attention, as long as it will be used two-valued-based logical methods no progress will be expected in handling ill-structured, uncertain or imprecise information encountered in real world knowledge. Fuzzy Logic and associated concepts and techniques (more generally, Soft Computing), has certainly a positive role to play in the development of the Semantic Web. Fuzzy Logic will not supposed to be the basis for the Semantic Web but its related concepts and techniques will certainly reinforce the systems classically developed within W3C. In fact, Fuzzy Logic cannot be ignored in order to bridge the gap between human-understandable soft logic and machine-readable hard logic. None of the usual logical requirements can be guaranteed: there is no centrally defined format for data, no guarantee of truth for assertions made, no guarantee of consistency. To support these arguments, this book shows how components of the Semantic Web (like XML, RDF, Description Logics, Conceptual Graphs, Ontologies) can be covered, with in each case a Fuzzy Logic focus. First volume to focus on the growing connections between Fuzzy Logic and the Semantic Web Keynote chapter by Lotfi Zadeh The Semantic Web is presently expected to be a major field of applications of Fuzzy Logic It fills a gap and faces a new challenge in the development of the Semantic Web It opens the road to new systems with a high Web IQ Contributed chapters by Fuzzy Logic leading experts

Fuzzy Logic in Data Modeling

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1461540682
Total Pages : 223 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Fuzzy Logic in Data Modeling by : Guoqing Chen

Download or read book Fuzzy Logic in Data Modeling written by Guoqing Chen and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: also in: THE KLUWER INTERNATIONAL SERIES ON ASIAN STUDIES IN COMPUTER AND INFORMATION SCIENCE, Volume 2

Semantic Web Information Management

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Publisher : Springer Science & Business Media
ISBN 13 : 3642043291
Total Pages : 554 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Semantic Web Information Management by : Roberto de Virgilio

Download or read book Semantic Web Information Management written by Roberto de Virgilio and published by Springer Science & Business Media. This book was released on 2010-01-08 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt: Databases have been designed to store large volumes of data and to provide efficient query interfaces. Semantic Web formats are geared towards capturing domain knowledge, interlinking annotations, and offering a high-level, machine-processable view of information. However, the gigantic amount of such useful information makes efficient management of it increasingly difficult, undermining the possibility of transforming it into useful knowledge. The research presented by De Virgilio, Giunchiglia and Tanca tries to bridge the two worlds in order to leverage the efficiency and scalability of database-oriented technologies to support an ontological high-level view of data and metadata. The contributions present and analyze techniques for semantic information management, by taking advantage of the synergies between the logical basis of the Semantic Web and the logical foundations of data management. The book’s leitmotif is to propose models and methods especially tailored to represent and manage data that is appropriately structured for easier machine processing on the Web. After two introductory chapters on data management and the Semantic Web in general, the remaining contributions are grouped into five parts on Semantic Web Data Storage, Reasoning in the Semantic Web, Semantic Web Data Querying, Semantic Web Applications, and Engineering Semantic Web Systems. The handbook-like presentation makes this volume an important reference on current work and a source of inspiration for future development, targeting academic and industrial researchers as well as graduate students in Semantic Web technologies or database design.

Fuzzy XML Data Management

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Publisher : Springer
ISBN 13 : 3642448992
Total Pages : 218 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Fuzzy XML Data Management by : Li Yan

Download or read book Fuzzy XML Data Management written by Li Yan and published by Springer. This book was released on 2013-11-25 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an exhaustive and timely review of key research work on fuzzy XML data management, and provides readers with a comprehensive resource on the state-of-the art tools and theories in this fast growing area. Topics covered in the book include: representation of fuzzy XML, query of fuzzy XML, fuzzy database models, extraction of fuzzy XML from fuzzy database models, reengineering of fuzzy XML into fuzzy database models, and reasoning of fuzzy XML. The book is intended as a reference guide for researchers, practitioners and graduate students working and/or studying in the field of Web Intelligence, as well as for data and knowledge engineering professionals seeking new approaches to replace traditional methods, which may be unnecessarily complex or even unproductive.

Fuzzy Database Modeling with XML

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Publisher : Springer Science & Business Media
ISBN 13 : 038724249X
Total Pages : 222 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Fuzzy Database Modeling with XML by : Zongmin Ma

Download or read book Fuzzy Database Modeling with XML written by Zongmin Ma and published by Springer Science & Business Media. This book was released on 2006-06-15 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fuzzy Database Modeling with XML aims to provide a single record of current research and practical applications in the fuzzy databases. This volume is the outgrowth of research the author has conducted in recent years. Fuzzy Database Modeling with XML introduces state-of-the-art information to the database research, while at the same time serving the information technology professional faced with a non-traditional application that defeats conventional approaches. The research on fuzzy conceptual models and fuzzy object-oriented databases is receiving increasing attention, in addition to fuzzy relational database models. With rapid advances in network and internet techniques as well, the databases have been applied under the environment of distributed information systems. It is essential in this case to integrate multiple fuzzy database systems. Since databases are commonly employed to store and manipulate XML data, additional requirements are necessary to model fuzzy information with XML. Secondly, this book maps fuzzy XML model to the fuzzy databases. Very few efforts at investigating these issues have thus far occurred. Fuzzy Database Modeling with XML is designed for a professional audience of researchers and practitioners in industry. This book is also suitable for graduate-level students in computer science.

Modeling Fuzzy Spatiotemporal Data with XML

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Author :
Publisher : Springer Nature
ISBN 13 : 3030419991
Total Pages : 208 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Modeling Fuzzy Spatiotemporal Data with XML by : Zongmin Ma

Download or read book Modeling Fuzzy Spatiotemporal Data with XML written by Zongmin Ma and published by Springer Nature. This book was released on 2020-03-04 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers in-depth insights into the rapidly growing topic of technologies and approaches to modeling fuzzy spatiotemporal data with XML. The topics covered include representation of fuzzy spatiotemporal XML data, topological relationship determination for fuzzy spatiotemporal XML data, mapping between the fuzzy spatiotemporal relational database model and fuzzy spatiotemporal XML data model, and consistencies in fuzzy spatiotemporal XML data updating. Offering a comprehensive guide to the latest research on fuzzy spatiotemporal XML data management, the book is intended to provide state-of-the-art information for researchers, practitioners, and graduate students of Web intelligence, as well as data and knowledge engineering professionals confronted with non-traditional applications that make the use of conventional approaches difficult or impossible.

Semantic Web for the Working Ontologist

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Author :
Publisher : Elsevier
ISBN 13 : 9780123859662
Total Pages : 384 pages
Book Rating : 4.8/5 (596 download)

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Book Synopsis Semantic Web for the Working Ontologist by : Dean Allemang

Download or read book Semantic Web for the Working Ontologist written by Dean Allemang and published by Elsevier. This book was released on 2011-07-05 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Semantic Web for the Working Ontologist: Effective Modeling in RDFS and OWL, Second Edition, discusses the capabilities of Semantic Web modeling languages, such as RDFS (Resource Description Framework Schema) and OWL (Web Ontology Language). Organized into 16 chapters, the book provides examples to illustrate the use of Semantic Web technologies in solving common modeling problems. It uses the life and works of William Shakespeare to demonstrate some of the most basic capabilities of the Semantic Web. The book first provides an overview of the Semantic Web and aspects of the Web. It then discusses semantic modeling and how it can support the development from chaotic information gathering to one characterized by information sharing, cooperation, and collaboration. It also explains the use of RDF to implement the Semantic Web by allowing information to be distributed over the Web, along with the use of SPARQL to access RDF data. Moreover, the reader is introduced to components that make up a Semantic Web deployment and how they fit together, the concept of inferencing in the Semantic Web, and how RDFS differs from other schema languages. Finally, the book considers the use of SKOS (Simple Knowledge Organization System) to manage vocabularies by taking advantage of the inferencing structure of RDFS-Plus. This book is intended for the working ontologist who is trying to create a domain model on the Semantic Web. Updated with the latest developments and advances in Semantic Web technologies for organizing, querying, and processing information, including SPARQL, RDF and RDFS, OWL 2.0, and SKOS Detailed information on the ontologies used in today's key web applications, including ecommerce, social networking, data mining, using government data, and more Even more illustrative examples and case studies that demonstrate what semantic technologies are and how they work together to solve real-world problems

Cloud-Based RDF Data Management

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Publisher : Springer Nature
ISBN 13 : 3031018753
Total Pages : 91 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Cloud-Based RDF Data Management by : Zoi Kaoudi

Download or read book Cloud-Based RDF Data Management written by Zoi Kaoudi and published by Springer Nature. This book was released on 2022-05-31 with total page 91 pages. Available in PDF, EPUB and Kindle. Book excerpt: Resource Description Framework (or RDF, in short) is set to deliver many of the original semi-structured data promises: flexible structure, optional schema, and rich, flexible Universal Resource Identifiers as a basis for information sharing. Moreover, RDF is uniquely positioned to benefit from the efforts of scientific communities studying databases, knowledge representation, and Web technologies. As a consequence, the RDF data model is used in a variety of applications today for integrating knowledge and information: in open Web or government data via the Linked Open Data initiative, in scientific domains such as bioinformatics, and more recently in search engines and personal assistants of enterprises in the form of knowledge graphs. Managing such large volumes of RDF data is challenging due to the sheer size, heterogeneity, and complexity brought by RDF reasoning. To tackle the size challenge, distributed architectures are required. Cloud computing is an emerging paradigm massively adopted in many applications requiring distributed architectures for the scalability, fault tolerance, and elasticity features it provides. At the same time, interest in massively parallel processing has been renewed by the MapReduce model and many follow-up works, which aim at simplifying the deployment of massively parallel data management tasks in a cloud environment. In this book, we study the state-of-the-art RDF data management in cloud environments and parallel/distributed architectures that were not necessarily intended for the cloud, but can easily be deployed therein. After providing a comprehensive background on RDF and cloud technologies, we explore four aspects that are vital in an RDF data management system: data storage, query processing, query optimization, and reasoning. We conclude the book with a discussion on open problems and future directions.

The Semantic Web for Knowledge and Data Management

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Author :
Publisher : IGI Global
ISBN 13 : 1605660299
Total Pages : 386 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis The Semantic Web for Knowledge and Data Management by : Ma, Zongmin

Download or read book The Semantic Web for Knowledge and Data Management written by Ma, Zongmin and published by IGI Global. This book was released on 2008-08-31 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a single record of technologies and practices of the Semantic approach to the management, organization, interpretation, retrieval, and use of Web-based data.

NoSQL Data Models

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Publisher : John Wiley & Sons
ISBN 13 : 1119544149
Total Pages : 278 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis NoSQL Data Models by : Olivier Pivert

Download or read book NoSQL Data Models written by Olivier Pivert and published by John Wiley & Sons. This book was released on 2018-07-30 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: The topic of NoSQL databases has recently emerged, to face the Big Data challenge, namely the ever increasing volume of data to be handled. It is now recognized that relational databases are not appropriate in this context, implying that new database models and techniques are needed. This book presents recent research works, covering the following basic aspects: semantic data management, graph databases, and big data management in cloud environments. The chapters in this book report on research about the evolution of basic concepts such as data models, query languages, and new challenges regarding implementation issues.

Progressive Concepts for Semantic Web Evolution: Applications and Developments

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Publisher : IGI Global
ISBN 13 : 1605669938
Total Pages : 410 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Progressive Concepts for Semantic Web Evolution: Applications and Developments by : Lytras, Miltiadis D.

Download or read book Progressive Concepts for Semantic Web Evolution: Applications and Developments written by Lytras, Miltiadis D. and published by IGI Global. This book was released on 2010-02-28 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book presents innovative educational and learning models that meet current complex educational demands"--Provided by publisher.