This book series reports on the stateoftheart in foundations, methods and applications of semantic web and its underlying technologies. Rajendra akerkar is a professor of information technology at western norway research institute, norway. A knowledgebased system kbs is a system that uses artificial intelligence techniques in problemsolving processes to support human decisionmaking. A survey as well as a landscape of recent problems that can be tackled with technologies provided by the semantic web community. Pdf information sharing on the semantic web researchgate. We use your linkedin profile and activity data to personalize ads and to show you more relevant ads. It is a central forum for the communication of recent developments and comprises research monographs, textbooks and edited volumes on all topics related to the semantic web. Ontology 2 is one of the most important concepts used in the semantic web infrastructure, and rdfs resource description. To provide a language that expresses both data and rules for reasoning about. Enhancing a locationbased recommendation system by. Knowledge based grid using semantic web for the university system. Semantic web is an extension of the world wide web that facilitates organisations and people to share data across geographical, organisational, and application boundaries shadbolt et al. It thoroughly covers basic introductions and intuitions, technical details, and formal foundations.
I was one of the coordinators of the rough set year in india 2009 rsyindia09 project sponsored by the international rough set society. Scott, in proceedings from the international conference on advances in engineering and technology, 2006. Semantic wrappers for semistructured data extraction. Smith schlumbergerdoll research old quarry road ridgefield, ct usa 06877 presented at the canadian high technology show. Semantic web mining the semantic web to organize and browse the web in ways more suitable to the problems they have at hand. Rajendra akerkar,western norway research institute.
Foundations of the semantic web, rajendra akerkar, oxford. While semantic web technologies are still rapidly evolving, foundations of semantic web technologies focuses on the established foundations in this area that have become relatively stable over time. Knowledgebased systems, akerkar, rajendra, sajja, priti. K is an executable semantic framework in which programming languages, calculi, as well as type systems or formal analysis tools can be defined, making use of configurations, omputations and rules. Models, applications and research trends, tmrf, kolhapur, india jan10 book chapters 10 sajja, p. Semantic web technologies and data management li ma, jing mei, yue pan krishna kulkarni achille fokoue, anand ranganathan ibm china research laboratory ibm software group ibm watson research center bei jing 94, china san jose, ca 951411003, usa new york 10598, usa introduction. Models of computation for big data akerkar, rajendra. Bioinspired models and the semantic web, in xinshe yang, zhihua cui, renbin xiao, amir. The term deep web sometimes also called hidden web 2, 5, 8 refers to the data content that is accessible through web pages, typically via html forms, but is not available on static pages for indexing by search engines. This book series reports on the state of theart in foundations, methods and applications of semantic web and its underlying technologies. I worked in the gambia as an international faculty of the saint marys university smu, canada to work on the joint international project spearheaded by the smu. Rules swrl week 11 building semantic web applications apache jena framework week 12 building semantic web applications week state of theart in semantic web community linked data and applications. Artificial intelligence ai is a branch of science which deals with helping machines find solutions to complex problems in a more humanlike fashion.
Knowledge server as a web container for the knowledge d. Chapter 1 semantic web rajendra akerkar slideshare. Knowledge based grid using semantic web for the university. Focusing on the most mature technologies, applied semantic web technologies integrates theory with. Web developer, institex international trading company, bangalore, karnataka, india. Advances in semantic computing, ebook, technomathematics research foundation, 2010, manish joshi, harold boley, rajendra akerkar eds. A knowledgebased system kbs is a system that uses artificial in. Other readers will always be interested in your opinion of the books youve read. In turn, on the other hand, section 4 gives a summary of current semantic web technology developments, as well as typical scenarios in. Foundations of semantic web technologies, pascal hitzler, markus krotzsch. Rajendra akerkar is a professor of information technologies it at western norway research institute vestlandsforsking, norway, where his primary domain of activities is big data and semantic technologies with aim to combine strong theoretical results with high impact practical results.
Intelligent techniques for data science also illustrates examples of handling data in various domains such as business analytics, health analytics. Use features like bookmarks, note taking and highlighting while reading knowledgebased systems. It then deals with symbolic logic, knowledge acquisition, and uncertainty. Components of the knowledge based grid using semantic web for the university system a. Pdf in the last chapter we discussed languages for explicating information semantics and argued for the need of an integration at the language level find. Fuzzy ontology for requirements determination and documentation during software development. The goal of this book is to introduce the foundations of semantic web. Collective intelligence on semantic web, korea research foundation international collaboration program, september 2007 august 2008, 20m won. The model for these kinds of knowledgebased internet systems is known as the semantic web. I have coordinated iso15926 and semantic web technologies network, supporting data integration and reasoning, that includes norwegian universities, the major research institutions and representatives from the public sector, the oil and gas industry and the defense industry. The text begins with a brief introduction to artificial intelligence including application areas, its history and future, and programming.
Xml document markup language rdf document markup language foundations of the semantic web. An overview of the k semantic framework grigore rosu and traian florin serbanuta j. The som is not only used for clustering in high dimensional. Semantic wrappers for semistructured data extraction 5 html2xml.
Whether youve loved the book or not, if you give your honest and detailed thoughts then people will find new books that are right for them. Knowledgebased systems kindle edition by akerkar, rajendra, sajja, priti. Semantic web is an extension of the world wide web that facilitates organisations and people to share data across geographical, organisational, and. Foundations of the semantic web, narosa publishing. Filling a large void in the literature, intelligent technologies for web applications is. A wide variety of novel approaches and tools have emerged to tackle the challenges of big data, creating both more opportunities and more challenges for students and professionals in the field of data computation and analysis. It can be of support to the semanticawareness of a wide range of applications, from schema matching and query rewriting to peer data management systems, from xml data clustering to ontologybased automatic annotation of web pages and query expansion. In the future, web documents will be based on the semantic web speci. However, semantics as shared inference does not presuppose the use of model theory,8 although the latter currently seems to be the most advanced method for capturing this kind of semantics.
Applied semantic web technologies 1st edition vijayan. To provide a language that expresses both data and rules for reasoning about the data and that allows rules from any. This course introduces techniques that are useful standalone and can be integrated for building a semantic web. The semantic web represents a vision for how to make the huge amount of. Knowledgebased systems rajendra akerkar, priti sajja. His research and teaching experience includes over 23 years in the. This comprehensive text acquaints the readers with the important aspects of artificial intelligence ai and intelligent systems and guides them towards a better understanding of the subject. Knowledgebased systems concepts, techniques, examples reid g.
He has 23 years of research and teaching experience in artificial intelligent systems, semantic technologies and big data science. Models of computation for big data akerkar, rajendra download. Semantic web search is a search engine for the semantic web. Download for offline reading, highlight, bookmark or take notes while you read building an intelligent web. Pdf foundations of semantic web technologies download. However, currently the web provides a huge amount of unstructured and nonsemantic information available for both, users, and automatic crawler programs. Data interoperability framework for estonian egovernment. Knowledge directory server the knowledge service of university kb grid a. An entity name system ens is a thesaurus for entities, and is a crucial component in a. Intelligent techniques for data science rajendra akerkar. The challenge of the semantic web, according to bernerslee. The internet often has to deal with complex, unstructured data that cannot be relied on to fit a specific data model.
The selforganizing map som is a special type of artificial neural network ann that clusters highdimensional data vectors according to a similarity measure kohonen 1982. Semantic analysis on twitter data generated by indian users prof. The rapid advancement of semantic web technologies, along with the fact that they are at various levels of maturity, has left many practitioners confused about the current state of these technologies. Thus, more efficient intelligent approaches and technologies are needed to realize the webs full potential. Rajendra akerkar chairman, technomathematics research foundation 20416 kh, new shahupuri, kolhapur and senior scientist, western. Prashasti kanikar, rajitha koppisetty, shubadra govindan, sharang bhat, mansi virani computer engineering department mukesh patel school of technology management and engineering nmims university, mumbai abstractthe rise of social media has brought about a new.
Everyday low prices and free delivery on eligible orders. This comprehensive text acquaints the readers with the important aspects of artificial intelligence ai and expert knowledgebased systems and guides them towards a better understanding of the subject. The text begins with a brief introduction to artificial intelligence, including application areas, its history and future, and programming. To develop effective and intelligent web applications and services, it is critical to discover useful knowledge through analyzing large amounts of content, hidden content structures, or usage patterns of web data resources. Download it once and read it on your kindle device, pc, phones or tablets. The goal of this book is to introduce the foundations of semantic web technologies to a. My recent research focuses on application of big data methods to realworld challenges in mobility, transport, energy and emergency. Jan 01, 2005 the text begins with a brief introduction to artificial intelligence including application areas, its history and future, and programming.
The web has an enormous influence on our everyday life. Research foundation, 2010, mani sh joshi, harold boley, rajendra akerkar eds. The internet has become an integral part of human life, yet the web still utilizes mundane interfaces to the physical world, which makes internet operations somewhat mechanical, tedious, and less humanoriented. Books semantic web standards world wide web consortium. Jung, \improving explainability of recommendation system by multisided tensor factorization, cybernetics and systems, vol. The semantic web is a w3c activity for representing information in the world wide web in a. Knowledgebased systems akerkar, rajendra, sajja, priti on. Semantic analysis on twitter data generated by indian users. Foundations of the semantic web by rajendra akerkar, 9781842655351, available at book depository with free delivery worldwide.
Rajendra akerkar, costin badica, and dumitru dan burdescu 2012 desiderata for research in web intelligence, mining and semantics, proceedings of the international conference on web intelligence, mining and semantics wims12, acmicps, isbn 9781450309158. Pdf on jan 1, 2014, helemai haav and others published semantic. Intelligence can be achieved by making the web aware of the semantics of its own structures. A knowledgebased system kbs is a system that uses artificial intelligence techniques in problemsolving processes to support human decisionmaking, learning, and action.
The text also clearly explains ai technologies such as computer vision, natural language processing, and speech recognition. Selforganizing map an overview sciencedirect topics. Intelligent techniques for data science rajendra akerkar springer. Rajendra akerkar is a professor and head of department of computer studies at the chh. This generally involves borrowing characteristics from human intelligence and applying them as algorithms in a computerfriendly way. Theory and practice ebook written by pawan lingras, rajendra akerkar. Mar 28, 2014 rajendra akerkar is a professor of information technologies it at western norway research institute vestlandsforsking, norway, where his primary domain of activities is big data and semantic technologies with aim to combine strong theoretical results with high impact practical results. Semantic web technologies as the foundation for the infor. India, being second largest producer in agriculture in the whole world, it suffers serious backlogs because of no proper information flow and knowledge deficit. Techno mathematics research foundation, vestlandsforsking, sogndal, norway. Intelligent technologies for web applications crc press book. Akerkar, rajendra due to market forces and technological evolution, big data computing is developing at an increasing rate.
Pearson 2012 epub or pdf formats, available through. Current web sites can be used by both people and computers to precisely locate and gather information published on the semantic web. A comprehensive text and resource, knowledgebased systems provides access to the most current information in kbs and new artificial intelligences, as well as neural networks, fuzzy logic, genetic algorithms, and soft systems. Rdf is an emergent foundation for largescale data integration, the problem of providing a unified view over multiple data sources. While the continued suc cess of the semantic web journal shows that this set up works in publishing highquality climate data on the semantic web. Ideal for advancedundergraduate and graduate students, as well as business professionals, this text is designed to help users develop an appreciation of kbs and their architecture and understand a. Issn 2348 7968 a comprehensive agriculture ontology. The semantic web is a w3c activity for representing information in the world wide web in a machinereadable fashion. The technology of knowledgebased systems, and especially the ability to classify objects on demand, is ideal for such systems.
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