Tree-structure Based Ontology Integration

This paper defines a framework for ontology integration – Tree-structure Based Ontology Integration (TSBOI). Unlike other methodologies in the area, which mainly concentrate on attribute comparison, this methodology is designed to map objects of an ontology to a tree structure, restructure the tree, and rely on the tree structure to integrate ontologies through attribute comparison. The new methodology utilizes accurate matching and partial matching to group the matched objects to enhance the mapping accuracy. Once the tree structure is established, it can be reused to answer different queries. This significantly enhances its efficiency.

[1]  Pedro M. Domingos,et al.  Learning to map between ontologies on the semantic web , 2002, WWW '02.

[2]  Jon Atle Gulla,et al.  Semantic Enrichment for Ontology Mapping , 2004, NLDB.

[3]  John Li.  LOM: A Lexicon-based Ontology Mapping Tool , 2004 .

[4]  Pedro M. Domingos,et al.  Learning to Match the Schemas of Data Sources: A Multistrategy Approach , 2003, Machine Learning.

[5]  Pedro M. Domingos,et al.  Learning to match ontologies on the Semantic Web , 2003, The VLDB Journal.

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

[7]  Ismail Akbari,et al.  A novel algorithm for ontology matching , 2010, J. Inf. Sci..

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

[9]  Cui Zhi-ming.  Ontology mapping model with uncertainty in semantic integration , 2009 .

[10]  Natalya F. Noy,et al.  Semantic integration: a survey of ontology-based approaches , 2004, SGMD.

[11]  Dieter Fensel,et al.  Knowledge Engineering: Principles and Methods , 1998, Data Knowl. Eng..

[12]  Hyoil Han,et al.  A survey on ontology mapping , 2006, SGMD.

[13]  Martin Op't Land,et al.  Towards a fast enterprise ontology based method for post merger integration , 2009, SAC '09.

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

[15]  Adam Pease,et al.  Towards a standard upper ontology , 2001, FOIS.

[16]  Dejing Dou,et al.  Ontology-based information extraction: An introduction and a survey of current approaches , 2010, J. Inf. Sci..

[17]  Sheng Li,et al.  An Ontology Mapping Method Based on Tree Structure , 2006, SKG.

[18]  Yannis Papakonstantinou,et al.  DTD inference for views of XML data , 2000, PODS.

[19]  Jinkui Hou.  Using Ontology Semantics to Support Model Mapping in Model-Driven Software Development , 2010, 2010 Second International Workshop on Education Technology and Computer Science.

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