An overview of the ONIONS project: applying ontologies to the integration of medical terminologies
Data & Knowledge Engineering - Special issue on formal ontology and conceptual modeling
Learning to map between ontologies on the semantic web
Proceedings of the 11th international conference on World Wide Web
Generic Schema Matching with Cupid
Proceedings of the 27th International Conference on Very Large Data Bases
PROMPT: Algorithm and Tool for Automated Ontology Merging and Alignment
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Representing and reasoning about mappings between domain models
Eighteenth national conference on Artificial intelligence
Where are the semantics in the semantic web?
AI Magazine
Ontology mapping: the state of the art
The Knowledge Engineering Review
FCA-MERGE: bottom-up merging of ontologies
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
Merging taxonomies under RCC-5 algebraic articulations
Proceedings of the 2nd international workshop on Ontologies and information systems for the semantic web
Acquiring advanced properties in ontology mapping
Proceedings of the 2nd PhD workshop on Information and knowledge management
Semantic retrieval and ranking of Semantic Web documents using free-form queries
International Journal of Metadata, Semantics and Ontologies
Ontology engineering: reuse and integration
International Journal of Metadata, Semantics and Ontologies
Towards A Realism-Based Metric for Quality Assurance in Ontology Matching
Proceedings of the 2006 conference on Formal Ontology in Information Systems: Proceedings of the Fourth International Conference (FOIS 2006)
Ontology driven semantic profiling and retrieval in medical information systems
Web Semantics: Science, Services and Agents on the World Wide Web
Knowledge accumulation through automatic merging of ontologies
Expert Systems with Applications: An International Journal
Building application ontologies from descriptions of Semantic Web Services
Web Intelligence and Agent Systems
On the discovery of subsumption relations for the alignment of ontologies
Web Semantics: Science, Services and Agents on the World Wide Web
Ontology-based data integration in data logistics workflows
ER'07 Proceedings of the 2007 conference on Advances in conceptual modeling: foundations and applications
Candidate reduction and alignment improvement techniques used in aligning ontologies
Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
A semantic information system for services and traded resources in Grid e-markets
Future Generation Computer Systems
Automatic fusion of knowledge stored in ontologies
Intelligent Decision Technologies - Engineering and management of IDTs for knowledge management systems
Computing the Data Semantics of WSDL Specifications via Gradient Boosting
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Towards a framework for trusting the automated learning of social ontologies
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Facilitating ontology (re)use by means of a categorization framework
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part I
Expert Systems with Applications: An International Journal
Using ontological engineering for developing web-based AI ontology
WORLD-EDU'12/CIT'12 Proceedings of the 6th international conference on Communications and Information Technology, and Proceedings of the 3rd World conference on Education and Educational Technologies
Multi-agent ontology-based Web 2.0 platform for medical rehabilitation
Expert Systems with Applications: An International Journal
Journal of Intelligent Information Systems
A context based approach to adapt training strategy for handicraft women from third world countries
Proceedings of the First International Conference on Technological Ecosystem for Enhancing Multiculturality
An approach for selecting seed URLs of focused crawler based on user-interest ontology
Applied Soft Computing
Target-driven merging of taxonomies with Atom
Information Systems
Hi-index | 0.00 |
Latest research efforts on the semi-automatic coordination of ontologies ''touch'' on the mapping/merging of ontologies using the whole breadth of available knowledge. Addressing this issue, this paper presents the HCONE-merge approach, which is further extended towards automating the merging process. HCONE-merge makes use of the intended informal meaning of concepts by mapping them to WordNet senses using the Latent Semantic Indexing (LSI) method. Based on these mappings and using the reasoning services of description logics, HCONE-merge automatically aligns and then merges ontologies. Since the mapping of concepts to their intended meaning is an essential step of the HCONE-merge approach, this paper explores the level of human involvement required for mapping concepts of the source ontologies to their intended meanings. We propose a series of methods for ontology mapping (towards merging) with varying degrees of human involvement and evaluate them experimentally. We conclude that, although an effective fully automated process is not attainable, we can reach a point where ontology merging can be carried out efficiently with minimum human involvement.