Semantic Hubs for Geological Projects

This paper describes a service-oriented architecture for accessing resources through semantically designed portals called hubs. The services are dedicated to: (a) ontology management, (b) annotation generation from texts based on linguistic or machine learning techniques, (c) persistent storage of ontologies and metadata, and (d) semantic search in annotation bases or ontological databases. These services are, themselves, semantically annotated in order to facilitate their identification and composition. The application of our methodology is carried out within the e-WOK_HUB project in the geological domain.

[1]  William E. Winkler,et al.  The State of Record Linkage and Current Research Problems , 1999 .

[2]  Dan Brickley,et al.  Rdf vocabulary description language 1.0 : Rdf schema , 2004 .

[3]  Rose Dieng,et al.  An Ontology-based Approach to Support Text Mining and Information Retrieval in the Biological Domain , 2007, J. Univers. Comput. Sci..

[4]  Ladjel Bellatreche,et al.  OntoDB: An Ontology-Based Database for Data Intensive Applications , 2007, DASFAA.

[5]  eXtensible Stylesheet Language , 2009, Encyclopedia of Database Systems.

[6]  Yamine Aït Ameur,et al.  Querying Ontology Based Database Using OntoQL (An Ontology Query Language) , 2006, OTM Conferences.

[7]  Helmut Schmidt,et al.  Probabilistic part-of-speech tagging using decision trees , 1994 .

[8]  Siegfried Handschuh,et al.  Evolution of the Metadata in the Ontology-based Knowledge Management Systems , 2002, German Workshop on Experience Management.

[9]  Sean Bechhofer,et al.  OWL: Web Ontology Language , 2009, Encyclopedia of Database Systems.

[10]  Gilbert Paquette,et al.  Managing ontology changes on the semantic Web , 2005, The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05).

[11]  Beatrice Santorini,et al.  Building a Large Annotated Corpus of English: The Penn Treebank , 1993, CL.

[12]  Rose Dieng,et al.  A RULE‐BASED APPROACH FOR SEMANTIC ANNOTATION EVOLUTION , 2007, Comput. Intell..

[13]  Catherine Faron-Zucker,et al.  Querying the Semantic Web with Corese Search Engine , 2004, ECAI.

[14]  Sean Bechhofer,et al.  OWL: Web Ontology Language , 2009, Encyclopedia of Database Systems.

[15]  Jean-Michel Renders Application des méthodes à noyaux à la fouille de données textuelles , 2004 .

[16]  P. Luong,et al.  Gestion de l´evolution d´un web sémantique d´entreprise , 2007 .

[17]  Andrew McCallum,et al.  Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data , 2001, ICML.

[18]  Xiaojin Zhu,et al.  Kernel conditional random fields: representation and clique selection , 2004, ICML.

[19]  Yamine Aït Ameur,et al.  An Object-Oriented Based Algebra for Ontologies and Their Instances , 2007, ADBIS.