An adequate knowledge representation has been recognized as the cornerstone for effective knowledge management. A motivating scenario is ontology driven mining of comments. Towards ontologydriven approach for data warehouse analysis case study. Semantic web technologies and markup techniques for a legal knowledge management system. The conversion of the widespread content management systems into its semantic equivalent is a relevant step, as this enables the benefits of the semantic web to be extended. Tim bernerslee et al, 2001 the term ontology is originated from philosophy. Ifip advances in information and communication technology, vol 518. In biomedicine, ontologies play important roles such as. The concept of semantic web berners, 2001 introduces a new form of knowledge representation an ontology. The path of an ontoknowledge application driven ontology development. Introduction feasibility study kick off phase refinement phase evaluation phase maintenance and evolution phase related work conclusion. The next step pompeu casanovasa,b, monica palmiranic, silvio peronid, tom van engerse, fabio vitalif a pompeu. Therefore, from the knowledge management perspective, the current information systems are not fully efficient for searching, extracting. Knowledge representation, and the semantic web, ontologies for the intelligence community oic conference tutorial, george mason university, fairfax, va, october 20, 2009 instructor.
It is a formal specification of a domain including concepts. Ontology driven semantic interoperability assumes that interoperabilitybydesign is based on the use of ontologies to describe the meaning of exchanged information. Towards an online semantic information retrieval system. Towards ontologydriven approach for data warehouse. An operational instantiation for mitosis detection in digital histopathology. In litres digital library you can download the book towards the semantic web ontologydriven knowledge management by john davies. He is university professor at the university of innsbruck, where he directs the semantic technologies institute innsbruck sti. A webbased, ontologydriven, semantic web query answering application. John davies leads the semantic technology research group at bt.
Knowledge engineering and knowledge management on tologies and the semantic web, proceedings of the th international conference on knowledge engineering and knowledge management ekaw02, 14 october 2002 siguenza spain, lecture notes in artificial intelligence 2473, springer verlag 4. Semanto may display and manage rdf ontologies via sparql endpoints, including userdefined ontologies and subsets of linked open data. Semantic web technologies offer multiple benefits such as data integration across sources and automation enablers. Ontologydriven semantic search of concepts and services. Ontology driven document identification in semantic web. A collaborative semantic annotation system in health. Ontologydriven ortholog clustering analysis, authoryu lin and zuoshuang xiang and yongqun he, booktitleicbo, year2011 yu lin, zuoshuang xiang, yongqun he ontology is. We return to ontologies and the semantic web in section. Special issue on the semantic web for the legal domain guest editors editorial. This introduction to the second international conference on formal ontology and information systems presents a brief history of ontology as a discipline spanning the boundaries of philosophy and information science.
Further chapters examine how semantic web technology is being applied in knowledge management semantic information access and in the next generation of web services. Sep 22, 2005 this paper is structured first to describe the model of ontology. Their combined citations are counted only for the first. Generating huge interest and backed by the global worldwideweb consortium the semantic web is the key initiative driving the future of the world wide web. Ontologydriven information integration and delivery. We sketch some of the reasons for the growth of ontology in the information science field, and offer a preliminary stocktaking of how the term ontology is currently used. With the current changes driven by the expansion of the world wide web, this book uses a different approach from other books on the market. Towards an ontologydriven adaptive dialogue framework. A semantic web based approach to knowledge management for. Secure knowledge management and the semantic web by jinkyu lee, shambhu j.
Chapter 14 the roles of xml and rdf in the semantic web. Adl battista, n villanuevarosales, m palenychka, m dumontier. In computer science and information science, an ontology encompasses a representation, formal naming and definition of the categories, properties and relations between the concepts, data and entities that substantiate one, many or all domains of discourse every field creates ontologies to limit complexity and organize information into data and knowledge. Towards a new synthesis of ontology technology and knowledge. Towards the semantic web ontologydriven knowledge management by john davies editor. Ontologies are formal theories supporting knowledge sharing and reuse. Social web and semantic web have been integrated into the called social semantic web 3. A survey of the first 20 years of research on semantic web and. Based on some previous work done in this area, we described a practical ontology driven framework towards constructing semantic information layer sil, aiming to fulfill the gap of data and semantic heterogeneity between heterogeneous systems. Spear2, cristian cocos3, gabriele weiler4, luis martin5, alberto anguita5, holger stenzhorn6, evangelia daskalaki7, fatima schera4. Dieter fensel born 10 october 1960, in nuremberg is a german researcher in the field of formal languages and the semantic web.
In both cases, the applied characterization of the semantic web is that of classification, i. The design goals behind owl are primarily driven by expressive description logics. Towards a semantic knowledge base for yeast biologists. The acgt master ontology and its applications towards an. A distributed environment for sharing semantic knowledge on the web madhan arumugam, amit sheth, and i. Towards semantic interoperability standards based on ontologies. Towards ontology driven semantic conflicts detection in web services at message level. Under download towards the semantic web choose a format, commandment on video download or audio download. Efficient knowledge management by extending the semantic web with local completeness reasoning abir qasem and jeff heflin dept.
The olap ontology is constructed with semantic web technologies and is basically used to help users for olap cube construction and querying. Data management and the challenges of big web of linked data. Efficient knowledge management by extending the semantic web. Research is still needed to harmonize existing efforts so that a unique, interoperable, universal framework arises. Efficient knowledge management by extending the semantic. Towards the semantic web by john davies overdrive rakuten. Based on some previous work done in this area, we described a practical ontologydriven framework towards constructing semantic information layer sil, aiming to fulfill the gap of data and semantic heterogeneity between heterogeneous systems. In litres digital library you can download the book towards the semantic web ontology driven knowledge management by john davies. Computers and internet database searching methods fuzzy algorithms fuzzy logic fuzzy systems information storage and retrieval internetweb search services online searching semantics research. Towards ontology driven semantic conflicts detection in web.
The two important problems the psw approach intends to address are 1 what knowledge to share, in other words semantic search of relevant ontologies and 2 how to share independently created and. Computers and internet database searching methods fuzzy algorithms fuzzy logic fuzzy systems information storage and retrieval internet web search services online searching semantics research. To this end, we propose a semantic web based approach to km in which we use ontologies for knowledge acquisition and modelling, the web ontology. Secure knowledge management and the semantic web december.
This requires that data is linked together from, databases, applications, and specialist knowledge networks. Towards an ontologydriven adaptive dialogue framework georgios meditskos information technologies institute, certh, greece. Ontologydriven knowledge management davies, john, fensel, dieter, van harmelen, frank on. Towards a multilingual ontology for ontologydriven content.
The edition of this special issue on the semantic web for the legal domain has been partly supported by the national project der201239492c0201crwdsourcing, the eu projects caper ca261712 and 520250120111itera mundusemjd, and the australian project data to decisions d2d cooperative research centre crc. It is aimed primarily at researchers in the area of knowledge management and information retrieval and will also be a useful reference for students in computer science at the postgraduate level and for business managers who are aiming to increase the. Towards semantic interoperability standards based on. Home browse by title books towards the semantic web. A motivating scenario is ontologydriven mining of comments. In 1993, the widely cited web page and paper toward principles for the design of ontologies used for knowledge sharing by tom gruber used ontology as a technical term in computer science closely related to earlier idea of semantic networks and taxonomies. The acgt master ontology and its applications towards an ontologydriven cancer research and management system mathias brochhausen1, andrew d. One of the biggest problems for establishing semantic interoperability is semantic conflicts, which prevent seamless message exchange between heterogeneous. A map ontology driven approach to natural language traffic information processing and services p. Semantic web and ontologies the semantic web is an extension of the current web in which information is given welldefined meaning, better enabling computers and people to work in cooperation. Raghav rao, raj sharman communications of the acm, december 2005, vol.
Ontology driven architectures and potential uses of the. Semantic web technologies standardize both data identification and knowledge representation. Report by journal of digital information management. They can be used to explicitly represent semantics of semistructured information. Provides a comprehensive exposition of the stateofthe art in semantic web research and key technologies. Ontology is widely applied to engineering area for modeling and representing knowledge in a semantic way.
He is university professor at the university of innsbruck, where he directs the semantic technologies institute innsbruck sti innsbruck, a research center associated with the university. Read towards ontologydriven knowledge synthesis for heterogeneous information systems, journal of intelligent manufacturing on deepdyve, the largest online rental service for scholarly research with thousands of academic publications available at your fingertips. Towards the semantic web focuses on the application of semantic web technology and ontologies in particular to electronically available information to improve the quality of knowledge management in large and distributed organizations. Semantics, semantic models, ontologies, knowledge representation, and the semantic web, ontologies for the intelligence community oic conference tutorial, george mason university, fairfax, va, october 20, 2009. Ontologydriven knowledge management with the current changes driven by the expansion of the world wide web, this book uses a different approach from other books on the market. Towards semantic reasoning in knowledge management systems. Quinary spa via pietrasanta 14 20141 milano italia via ercolano salvi 18 00143 roma italia.
Gandon, 2002 for standard based ontologydriven knowledge. Center for computational medicine and bioinformatics, unit of laboratory animal medicine, and department of microbiology and immunology, university of michigan medical school, ann arbor, mi, usa. Pdf towards semantic interoperability standards based on. Towards a multilingual ontology for ontologydriven. Semanto has been experimented upon against ontological schema and instances derived from a knowledge model for learning management systems and from a learning application for online dispute resolution. Ontology driven ortholog clustering analysis, authoryu lin and zuoshuang xiang and yongqun he, booktitleicbo, year2011 yu lin, zuoshuang xiang, yongqun he ontology is the foundation of semantic web applications. John davies, towards the semantic web ontologydriven. Towards ontology driven semantic conflicts detection in. Change management for ontologies allows work with, revert to, extraction. Semantic web provides a meaning to web content which plays a central role for knowledge management in user profiling, hence enables agents to search, find, extract, share and integrate information.
Developing secure semantic ebusiness applications requires focusing first on securing the semantic web, knowledge management, and ebusiness processes. An ontologydriven framework towards building enterprise. Towards semantic driven highcontent image analysis. Ontology driven architectures and potential uses of the semantic web in systems and software engineering. Jun 12, 2017 semanto may display and manage rdf ontologies via sparql endpoints, including userdefined ontologies and subsets of linked open data. In the era of a networked, global, knowledgedriven economy, managers and busi. Ontology driven knowledge management with the current changes driven by the expansion of the world wide web, this book uses a different approach from other books on the market. Special issue on the semantic web for the legal domain. Ontologydriven knowledge management from the publisher. Ontologydriven semantic interoperability assumes that interoperabilitybydesign is based on the use of ontologies to describe the meaning of exchanged information. This cited by count includes citations to the following articles in scholar.
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