Paper Title:
Characteristics Based Adaptive Weighting Method in Ontology Mapping
  Abstract

Ontology mapping is a crucial task to enable interoperation and interoperability between related ontologies. Combining multiple mapping strategies can improve the mapping accuracy in ontology mapping. However, how to give weight values in multiple strategy ontology mapping is very difficult. Aiming at the problem, characteristics based adaptive weighting method is proposed in the paper. Six similarities is selected to reflect different kinds of ontological information. Ontologies characteristics related to the six similarities, which include self-characteristics and mutual-characteristics of both ontologies, are used to describe both ontologies to be mapped. Weight of each similarity is specified according to the characteristics of both ontologies. Experiment results showed that the method in the paper can get a better effect than traditional weights combining methods.

  Info
Periodical
Advanced Materials Research (Volumes 121-122)
Edited by
Donald C. Wunsch II, Honghua Tan, Dehuai Zeng, Qi Luo
Pages
260-265
DOI
10.4028/www.scientific.net/AMR.121-122.260
Citation
L. Zhang, Y. H. Zhao, "Characteristics Based Adaptive Weighting Method in Ontology Mapping", Advanced Materials Research, Vols. 121-122, pp. 260-265, 2010
Online since
June 2010
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Xiao Feng Di, Yu Shun Fan
Abstract:In the interoperation among enterprises in Business, there is a big problem that different data models and information description are used...
644
Authors: Jing Tao Zhou, Hai Cheng Yang, Ming Wei Wang, Rong Mo
Abstract:To fully fulfill the modularity and loosely coupled characteristics of P2P semantic mapping paradigm proposed in our previous work[1], a...
631
Authors: Ru Jiang Bai, Xiao Yue Wang, Xiao Fan Yu
Abstract:Ontology integration is to eliminate ontology heterogeneous, so as to achieve the highest level of semantic communication and semantic...
716
Authors: Shun Xin Li, Lei Jun Shi
Abstract:For service-oriented software engineering, the basic problem faced is the sharing and interaction of information between software, and in...
21
Authors: Ying Che, G. Wang, M. Lv, B.Y. Ren
Chapter 3: Other
Abstract:The model transformation from Computation Independent Model (CIM) to Platform Independent Model (PIM) level is one of the crucial and...
208