DocumentCode
483205
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
fYear
2009
fDate
23-25 Jan. 2009
Firstpage
89
Lastpage
92
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Knowledge Discovery and Data Mining, 2009. WKDD 2009. Second International Workshop on
Conference_Location
Moscow
Print_ISBN
978-0-7695-3543-2
Type
conf
DOI
10.1109/WKDD.2009.135
Filename
4771885
Link To Document