Sub-ontologies and ontology views: a theoretical perspective

The success of the Semantic Web (SW) relies heavily on formulation and interoperability of well-defined ontologies and their utilisation. Thus, in this context, it is interesting to investigate concepts like ontology view specification, construction and extraction. Here, in this paper, we address one such issue: ontology views. The proposed ontology view mechanism is a Layered View Model (LVM) and is specified and defined using conceptual and logical level semantics, as opposed to a query language. Our aim here is to provide a detailed theoretical foundation for LVM for ontologies. Also, our proposed concepts are illustrated using an industrial case-study example.

[1]  Karl Aberer,et al.  Emergent Semantics Systems , 2007, ESOE.

[2]  E. Chang,et al.  Trust and Reputation for Service-Oriented Environments: Technologies For Building Business Intelligence And Consumer Confidence , 2006 .

[3]  Robert Meersman,et al.  On Using Conceptual Data Modeling for Ontology Engineering , 2004, J. Data Semant..

[4]  Asunción Gómez-Pérez,et al.  Ontological Engineering: With Examples from the Areas of Knowledge Management, e-Commerce and the Semantic Web , 2004, Advanced Information and Knowledge Processing.

[5]  Tharam S. Dillon,et al.  Ontology extraction using views for semantic web , 2006 .

[6]  Qing Li,et al.  Star/Snow-Flake Schema Driven Object-Relational Data Warehouse - Design and Query Processing Strategies , 1999, DaWaK.

[7]  C. J. Date,et al.  Foundation for Object / Relational Databases: The Third Manifesto , 1998 .

[8]  Ramez Elmasri,et al.  Fundamentals of Database Systems , 1989 .

[9]  David Taniar,et al.  A distributed approach to sub-ontology extraction , 2004, 18th International Conference on Advanced Information Networking and Applications, 2004. AINA 2004..

[10]  Tharam S. Dillon,et al.  Ontological Foundation for Protein Data Models , 2005, OTM Workshops.

[11]  James Allan,et al.  A survey in indexing and searching XML documents , 2002, J. Assoc. Inf. Sci. Technol..

[12]  Tharam S. Dillon,et al.  Protein ontology: vocabulary for protein data , 2005, Third International Conference on Information Technology and Applications (ICITA'05).

[13]  Ernesto Damiani,et al.  Adding a Peer-to-Peer Trust Layer to Metadata Generators , 2005, OTM Workshops.

[14]  J. Wenny Rahayu,et al.  Ontologies on the MOVE , 2004, DASFAA.

[15]  Tharam S. Dillon,et al.  Methodology for Multi-site Software Engineering Using Ontology , 2004, Software Engineering Research and Practice.

[16]  J. Wenny Rahayu,et al.  Large scale ontology visualisation using ontology extraction , 2005, Int. J. Web Grid Serv..

[17]  Tharam S. Dillon,et al.  Ontology Views: A Theoretical Perspective , 2006, OTM Workshops.

[18]  Qing Li,et al.  Unified Modeling Language , 2009 .

[19]  Angelo Corallo,et al.  Bottom-up extraction and maintenance of ontology-based metadata , 2006, Fuzzy Logic and the Semantic Web.

[20]  Tharam S. Dillon,et al.  Schemata transformation of object-oriented conceptual models to XML , 2003, Comput. Syst. Sci. Eng..

[21]  Tharam S. Dillon,et al.  T. Kapnoullas, A Virtual Logistics Network and an E-hub as a Competitive Approach for Small to Medium Size Companies , 2003, Human.Society@Internet 2003.

[22]  Tharam S. Dillon,et al.  Modeling Views for Semantic Web Using eXtensible Semantic (XSemantic) Nets , 2005, OTM Workshops.

[23]  Tim Berners-Lee,et al.  Weaving The Web: The Original Design And Ultimate Destiny of the World Wide Web , 1999 .

[24]  Erhard Rahm,et al.  Flexible Integration of Molecular-Biological Annotation Data: The GenMapper Approach , 2004, EDBT.

[25]  Tharam S. Dillon,et al.  Object-Oriented Conceptual Modeling , 1993 .

[26]  Tharam S. Dillon,et al.  A Practical Approach to the Derivation of a Materialized Ontology View , 2004 .

[27]  Deborah L. McGuinness,et al.  The Emerging Semantic Web, Selected papers from the first Semantic web working symposium, Stanford University, California, USA, July 30 - August 1, 2001 , 2002, The Emerging Semantic Web.

[28]  Elizabeth Chang,et al.  Role of the Ontologies in the Context of Grid Computing and Application for the Human Disease Studies , 2004, ICSNW.

[29]  Robert Meersman,et al.  Data modelling versus ontology engineering , 2002, SGMD.

[30]  Kajal T. Claypool,et al.  CLOVE: A Framework to Design Ontology Views , 2004, ER.

[31]  Mukesh K. Mohania,et al.  Data Warehouse Design and Maintenance through View Normalization , 1999, DEXA.

[32]  Ian Graham Object-oriented methods (3rd ed.): principles & practice , 2001 .

[33]  Vladan Devedzic,et al.  Model driven architecture and ontology development , 2006 .

[34]  Mark A. Musen,et al.  Promptdiff: a fixed-point algorithm for comparing ontology versions , 2002, AAAI/IAAI.

[35]  Thomas R. Gruber,et al.  A Translation Approach to Portable Ontologies , 1993 .

[36]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993, Knowl. Acquis..

[37]  Ontology Based Query Expansion Framework for Use in Medical Information Systems , 2005, Int. J. Web Inf. Syst..

[38]  J. Wenny Rahayu,et al.  Conceptual and Systematic Design Approach for XML Document Warehouses , 2005, Int. J. Data Warehous. Min..

[39]  Steffen Staab,et al.  Views for light-weight Web ontologies , 2003, SAC '03.

[40]  James A. Hendler,et al.  Owl web ontology language 1 , 2002 .

[41]  Daniel Oberle,et al.  Implementing views for light-weight Web ontologies , 2003, Seventh International Database Engineering and Applications Symposium, 2003. Proceedings..