Checking and Reasoning about Semantic Web through Alloy

Semantic Web (SW), commonly regarded as the next generation of the Web, is an emerging vision of the new Web from the Knowledge Representation and the Web communities. The Formal Methods community can also play an important role to contribute to SW development. Reasoning and consistency checking can be useful at many stages during the design, maintenance and deployment of SW ontology. However the existing reasoning and consistency checking tools for SW are primitive. We believe that formal techniques and tools, such as Alloy, can provide automatic reasoning and consistency checking services for SW. In this paper, we firstly construct semantic models for the SW language (DAML+OIL) in Alloy, and these models form the semantic domain for interpreting DAML+OIL in Alloy. Then we develop the translation techniques and tools which can automatically map the SW ontology into the DAML+OIL semantic domain in Alloy. Furthermore, with the assistance of Alloy Analyzer (AA) we demonstrate that the consistency of the SW ontology can be checked automatically and different kinds of reasoning tasks can be supported.

[1]  Daniel Jackson,et al.  Alcoa: the Alloy constraint analyzer , 2000, Proceedings of the 2000 International Conference on Software Engineering. ICSE 2000 the New Millennium.

[2]  Daniel Jackson,et al.  Micromodels of software: lightweight modelling and analysis with Alloy , 2002 .

[3]  Ian Horrocks The FaCT System , 1998, TABLEAUX.

[4]  Cecilia Mascolo,et al.  XML technologies and software engineering , 2001, Proceedings of the 23rd International Conference on Software Engineering. ICSE 2001.

[5]  Dan Brickley,et al.  Resource Description Framework (RDF) Model and Syntax Specification , 2002 .

[6]  Jin Song Dong,et al.  Semantic Web for Extending and Linking Formalisms , 2002, FME.

[7]  James A. Hendler,et al.  The Semantic Web" in Scientific American , 2001 .

[8]  Jun Sun,et al.  Analysing Web Ontology in Alloy: A Military Case Study , 2003, SEKE.

[9]  Ian Horrocks,et al.  Adding formal semantics to the Web: building on top of RDF Schema. , 2000 .

[10]  Jin Song Dong,et al.  Z Approach to Semantic Web , 2002, ICFEM.

[11]  Dan Brickley,et al.  Resource description framework (RDF) schema specification , 1998 .