Title :
Research on Tree Segmentation-based Ontology Mapping
Author :
Li, Liansheng ; Huang, Lihui ; Guan, Qinghua ; Xu, Dezhi
Author_Institution :
Hunan Univ. of Sci. & Eng., Yongzhou
Abstract :
Ontology mapping is a core task to achieve interoperability among the distributed and heterogeneous ontologies. The quality of ontology mapping is still not good due to the inconsideration of semantic information of the ontology. This paper proposes an ontology mapping method based on tree segmentation. It first divides the ontology into a set of sub-trees with different granularities according to the structure of the ontologies, then use Sub-tree Mapping Algorithm to map them. Preliminary experiments demonstrate that the proposed mapping method performs well in both precision and recall compared with the current mapping methods.
Keywords :
ontologies (artificial intelligence); open systems; tree data structures; distributed ontology; heterogeneous ontology; interoperability; sub-tree mapping algorithm; tree segmentation-based ontology mapping; Classification tree analysis; Data engineering; Data mining; Knowledge engineering; Ontologies; Semantic Web; Statistical distributions; Tree graphs; Vegetation mapping; ontology mapping;
Conference_Titel :
Knowledge Discovery and Data Mining, 2009. WKDD 2009. Second International Workshop on
Conference_Location :
Moscow
Print_ISBN :
978-0-7695-3543-2
DOI :
10.1109/WKDD.2009.135