Title :
An Improved Research Method about the Similarity Calculation of Ontology
Author :
Li, Xin-fu ; Yin, Peng ; Zheng, Mei
Author_Institution :
Key Lab. in Machine Learning & Comput. Intell., Hebei Univ., Baoding, China
Abstract :
Ontology mapping has been widely used in ontology application, but the similarity calculation becomes a thorny issue in the process of ontology mapping. In this paper, the different elements of ontology are considered. Semantic similarity and concept similarity are integrated to get the ontology similarity. During the similarity calculation of the concept attributes, filter strategy is used to reduce the number of concept attributes, and a method of attributes similarity calculation is proposed. In addition, comprehensive similarity calculation method is given including the semantic and the concept of ontology. The experiment results show that this approach can improve the precision effectively.
Keywords :
information filtering; ontologies (artificial intelligence); attributes similarity calculation method; comprehensive similarity calculation method; concept similarity calculation; filter strategy; ontology mapping process; semantic similarity calculation; Competitive intelligence; Computational intelligence; Computer science; Computer science education; Dictionaries; Filters; Learning systems; Machine learning; Mathematics; Ontologies; concept similarity; ontology; ontology mapping; similarity calculation;
Conference_Titel :
Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4994-1
DOI :
10.1109/ICIECS.2009.5367092