A New Approach for Flexible Queries Using Fuzzy Ontologies

作者: Amira Aloui , Amel Grissa

DOI: 10.1007/978-3-319-11017-2_13

关键词:

摘要: Motivated by the demand for formalized representation of outcomes data mining investigations and successful results using Formal Concept Analysis (FCA) Ontology, this chapter addresses task constructing an ontology in order to support flexible query large Database FCA Fuzzy Ontology. A new approach automatic generation Ontology Data Mining (FODM), through combination conceptual clustering, fuzzy logic will be presented. Then, a algorithm database querying generated defined. The starts with organization homogeneous clusters having common properties which allows deduce data’s semantic. it models these extension FCA. This lattice used build core ontology. represented, then, as set rules efficient answers queries. We show that is optimum because evaluation not done on starting huge but rather

参考文章(49)
Tim Berners-Lee, Weaving the Web ,(1999)
Rudolf Wille, RESTRUCTURING LATTICE THEORY: AN APPROACH BASED ON HIERARCHIES OF CONCEPTS international conference on formal concept analysis. pp. 314- 339 ,(2009) , 10.1007/978-3-642-01815-2_23
Eduardo Mena, Arantza Illarramendi, Vipul Kashyap, Amit P Sheth, None, OBSERVER: An Approach for Query Processing in Global Information Systems Based on Interoperation Across Pre-Existing Ontologies Distributed and Parallel Databases. ,vol. 8, pp. 223- 271 ,(2000) , 10.1023/A:1008741824956
N.W. Paton, R. Stevens, P. Baker, C.A. Goble, S. Bechhofer, A. Brass, Query processing in the TAMBIS bioinformatics source integration system statistical and scientific database management. pp. 138- 147 ,(1999) , 10.1109/SSDM.1999.787629
Wesley W. Chu, Hua Yang, Kuorong Chiang, Michael Minock, Gladys Chow, Chris Larson, CoBase: a scalable and extensible cooperative information system intelligent information systems. ,vol. 6, pp. 223- 259 ,(1996) , 10.1007/BF00122129
Ahmad Taher Azar, Overview of Type-2 Fuzzy Logic Systems International Journal of Fuzzy System Applications archive. ,vol. 2, pp. 1- 28 ,(2012) , 10.4018/IJFSA.2012100101
Jan Chomicki, Preference formulas in relational queries ACM Transactions on Database Systems. ,vol. 28, pp. 427- 466 ,(2003) , 10.1145/958942.958946
Claudio Carpineto, Renato de Mori, Giovanni Romano, Brigitte Bigi, An information-theoretic approach to automatic query expansion ACM Transactions on Information Systems. ,vol. 19, pp. 1- 27 ,(2001) , 10.1145/366836.366860
J.A Goguen, L-fuzzy sets Journal of Mathematical Analysis and Applications. ,vol. 18, pp. 145- 174 ,(1967) , 10.1016/0022-247X(67)90189-8
Valiollah Tahani, A conceptual framework for fuzzy query processing—A step toward very intelligent database systems☆ Information Processing and Management. ,vol. 13, pp. 289- 303 ,(1977) , 10.1016/0306-4573(77)90018-8