A Classification of Ontology Change

The problem of modifying an ontology in response to a certain need for change is a complex and multifaceted one, being addressed by several different, but closely related and often overlapping research disciplines. Unfortunately, the boundaries of each such discipline are not clear, as certain terms are often used with different meanings in the relevant literature. The purpose of this paper is to identify the exact relationships, connections and overlaps between these research areas and determine the boundaries of each field, by performing a broad review of the relevant literature.

[1]  Peter Gärdenfors,et al.  Knowledge, belief, and strategic interaction: The dynamics of belief systems: Foundations versus coherence theories , 1992 .

[2]  Hirofumi Katsuno,et al.  On the Difference between Updating a Knowledge Base and Revising It , 1991, KR.

[3]  Ljiljana Stojanovic,et al.  Consistent Evolution of OWL Ontologies , 2005, ESWC.

[4]  Heiner Stuckenschmidt,et al.  Reasoning with Multi-version Ontologies: A Temporal Logic Approach , 2005, SEMWEB.

[5]  PETER GÄRDENFORS,et al.  Belief Revision: Belief revision: An introduction , 2003 .

[6]  Patrick Lambrix,et al.  Evaluation of Ontology Merging Tools in Bioinformatics , 2002, Pacific Symposium on Biocomputing.

[7]  Diego Calvanese,et al.  A Framework for Ontology Integration , 2001, The Emerging Semantic Web.

[8]  Renata Wassermann,et al.  A Note on Prototype Revision , 1999 .

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

[10]  Mark A. Musen,et al.  SMART: Automated Support for Ontology Merging and Alignment , 1999 .

[11]  Mark A. Musen,et al.  PROMPT: Algorithm and Tool for Automated Ontology Merging and Alignment , 2000, AAAI/IAAI.

[12]  Mark A. Musen,et al.  The Knowledge Model of Protégé-2000: Combining Interoperability and Flexibility , 2000, EKAW.

[13]  Natalya F. Noy,et al.  A Component-Based Framework For Ontology Evolution , 2003 .

[14]  Won Kim,et al.  Versions of Schema for Object-Oriented Databases , 1988, VLDB.

[15]  Grigoris Antoniou,et al.  On Applying the AGM Theory to DLs and OWL , 2005, SEMWEB.

[16]  James A. Hendler,et al.  Ontology-based Web agents , 1997, AGENTS '97.

[17]  Zhao Yan,et al.  Data Migration for Ontology Evolution , 2004 .

[18]  Dimitris Plexousakis,et al.  Handling Ontology Change: Survey and Proposal for a Future Research Direction , 2005 .

[19]  Hans Chalupsky,et al.  OntoMorph: A Translation System for Symbolic Knowledge , 2000, KR.

[20]  Vassilis Christophides,et al.  RUL: A Declarative Update Language for RDF , 2005, SEMWEB.

[21]  Yun Peng,et al.  A Bayesian Network Approach to Ontology Mapping , 2005, SEMWEB.

[22]  George A. Miller,et al.  WordNet: A Lexical Database for English , 1995, HLT.

[23]  Trevor J. M. Bench-Capon,et al.  Formalising Ontologies and Their Relations , 1999, DEXA.

[24]  Renata Wassermann,et al.  Revising Concepts , 1998 .

[25]  Steffen Staab,et al.  Bootstrapping Ontology Alignment Methods with APFEL , 2005, International Semantic Web Conference.

[26]  Michel C. A. Klein,et al.  Ontology Versioning and Change Detection on the Web , 2002, EKAW.

[27]  Rudi Studer,et al.  Ontology evolution as reconfiguration-design problem solving , 2003, K-CAP '03.

[28]  M. Tamer Özsu,et al.  An axiomatic model of dynamic schema evolution in objectbase systems , 1997, TODS.

[29]  Michel C. A. Klein,et al.  Integrity and Change in Modular Ontologies , 2003, IJCAI.

[30]  Peter Haase,et al.  Eu-ist Integrated Project (ip) Ist-2003-506826 Sekt D3.1.1.b State-of-the-art on Ontology Evolution Sekt Consortium , 2004 .

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

[32]  Anuj R. Jaiswal,et al.  OMEN: A Probabilistic Ontology Mapping Tool , 2005, SEMWEB.

[33]  G. G. Stokes.  "J." , 1890, The New Yale Book of Quotations.

[34]  Grigoris Antoniou,et al.  Generalizing the AGM postulates: preliminary results and applications , 2004, NMR.

[35]  Boris Motik,et al.  User-Driven Ontology Evolution Management , 2002, EKAW.

[36]  Fausto Giunchiglia,et al.  A Large Scale Taxonomy Mapping Evaluation , 2005, International Semantic Web Conference.

[37]  Michel C. A. Klein,et al.  Ontology Evolution: Not the Same as Schema Evolution , 2004, Knowledge and Information Systems.

[38]  Boris Motik,et al.  An infrastructure for searching, reusing and evolving distributed ontologies , 2003, WWW '03.

[39]  V. R. Benjamins,et al.  WonderTools? A comparative study of ontological engineering tools , 2000, Int. J. Hum. Comput. Stud..

[40]  Richard Booth,et al.  Knowledge Integration for Description Logics , 2005, AAAI.

[41]  Olga De Troyer,et al.  Ontology Change Detection Using a Version Log , 2005, SEMWEB.

[42]  G. Flouris,et al.  On belief change and ontology evolution , 2006 .

[43]  Gerd Stumme,et al.  Ontology Merging for Federated Ontologies on the Semantic Web , 2001, OIS@IJCAI.

[44]  Yannis Kalfoglou,et al.  Ontology mapping: the state of the art , 2003, The Knowledge Engineering Review.

[45]  Jeff Heflin,et al.  Coping with Changing Ontologies in a Distributed Environment , 1999 .

[46]  N. Foo.  ONTOLOGY REVISION , 1995 .

[47]  Grigoris Antoniou,et al.  Evolving Ontology Evolution , 2006, SOFSEM.

[48]  Michel C. A. Klein,et al.  Tracking Changes During Ontology Evolution , 2004, SEMWEB.

[49]  James A. Hendler,et al.  Dynamic Ontologies on the Web , 2000, AAAI/IAAI.

[50]  Dimitris Plexousakis,et al.  Bridging Ontology Evolution and Belief Change , 2006, SETN.

[51]  Kevin Lee,et al.  A Classification of Ontology Modification , 2004, Australian Conference on Artificial Intelligence.

[52]  H. Sofia Pinto,et al.  Some Issues on Ontology Integration , 1999, IJCAI 1999.

[53]  Jos de Bruijn,et al.  D4.2.1 State-of-the-art survey on Ontology Merging and Aligning V1 , 2004 .

[54]  Deborah L. McGuinness,et al.  An Environment for Merging and Testing Large Ontologies , 2000, KR.

[55]  Enrico Franconi,et al.  A Semantic Approach for Schema Evolution and Versioning in Object-Oriented Databases , 2000, Computational Logic.

[56]  Stefanos D. Kollias,et al.  A String Metric for Ontology Alignment , 2005, SEMWEB.

[57]  Michel C. A. Klein,et al.  Ontology versioning on the Semantic Web , 2001, SWWS.

[58]  Alfio Ferrara.  Methods and Techniques for Ontology Matching and Evolution in Open Distributed Systems , 2004 .

[59]  Mark A. Musen,et al.  An Algorithm for Merging and Aligning Ontologies: Automation and Tool Support , 1999 .