Multi-viewpoint ontological representation of composite concepts: a description logics-based approach

A real world entity is unique but it can have several representations, due to various interests or perspectives, that we cannot conceive using classical ontological languages. We are interested in the problem of multi-representation in ontologies. We believe that the most appropriate way is to use viewpoint notion in order to build ontologies called 'multi-viewpoints ontologies'. In this paper, we introduce the notion of composite concept in a multi-viewpoint ontological model based on description logic (DL) formalism. Composite concepts are compositions of others concepts. The use of viewpoint notion in the representation of a composite concept entails consequences on the decomposition of the latter. In fact, two observers looking at the same concept can see two different sets of components, giving rise to multiple decompositions. So, our goal is to propose an ontological language, named VpCo-DL, which extend DL language, to support multi-viewpoints representation of composite concepts and their components. Both syntax and semantics of the extended language are considered. Illustrative examples are given.

[1]  Douglas Herrmann,et al.  A Taxonomy of Part-Whole Relations , 1987, Cogn. Sci..

[2]  Manolis Gergatsoulis,et al.  A Web-Based System for Handling Multidimensional Information through MXML , 2001, ADBIS.

[3]  Ulrike Sattler,et al.  A Concept Language for an engineering application with part--whole relations , 1995 .

[4]  Madelyn Anne Iris,et al.  Problems of the part-whole relation , 1989 .

[5]  Christopher S. G. Khoo,et al.  Semantic relations in information science , 2006, Annu. Rev. Inf. Sci. Technol..

[6]  Rose Dieng,et al.  Introduction of Viewpoints in Conceptual Graph Formalism , 1997, ICCS.

[7]  Olga Marino.  Raisonnement classificatoire dans une représentation à objets multi-points de vue , 1993 .

[8]  Achille C. Varzi.  Spatial Reasoning and Ontology: Parts, Wholes, and Locations , 2007, Handbook of Spatial Logics.

[9]  Edward Sciore,et al.  Object specialization , 1989, TOIS.

[10]  Brian Henderson-Sellers,et al.  Formalization of the Whole-Part Relationship in the Unified Modeling Language , 2003, IEEE Trans. Software Eng..

[11]  Zizette Boufaïda,et al.  MVP-OWL: a multi-viewpoints ontology language for the Semantic Web , 2011, Int. J. Reason. based Intell. Syst..

[12]  Graeme G. Shanks,et al.  Representing composites in conceptual modeling , 2004, CACM.

[13]  Lin Padgham,et al.  Conceptual Modeling in a Document Management Environment Using Part-of Reasoning in Description Logics , 2000, Data Knowl. Eng..

[14]  Zizette Boufaïda,et al.  Ontological classification of individuals: a multi-viewpoints approach , 2015, Int. J. Reason. based Intell. Syst..

[15]  C. Maria Keet,et al.  Representing and reasoning over a taxonomy of part-whole relations , 2008 .

[17]  Maureen Donnelly,et al.  Computational ontologies of parthood, componenthood, and containment , 2005, IJCAI.

[18]  Giancarlo Guizzardi,et al.  Ontological foundations for structural conceptual models , 2005 .

[19]  Nicola Guarino,et al.  Dwq : Esprit Long Term Research Project, No 22469 Part-whole Relations in Object-centered Systems: an Overview Part-whole Relations in Object-centered Systems: an Overview , 2022 .

[20]  C. Maria Keet.  Part-Whole Relations in Object-Role Models , 2006, OTM Workshops.

[21]  Zizette Boufaïda,et al.  Ontological Re-classification of Individuals: A Multi-viewpoints Approach , 2012, MEDI.

[22]  Martin Romacker,et al.  Modeling anatomical spatial relations with description logics , 2000, AMIA.

[23]  Marvin Minsky,et al.  A framework for representing knowledge , 1974 .

[24]  Daniel G. Bobrow,et al.  On Overview of KRL, a Knowledge Representation Language , 1976, Cogn. Sci..