Flexible Hierarchies and Fuzzy Knowledge-Based OLAP
作者： Ermir Rogova , Panagiotis Chountas , Krassimir Atanassov
关键词: Fuzzy logic 、 Data mining 、 Closure (topology) 、 Theoretical computer science 、 Ontology (information science) 、 Set (abstract data type) 、 Fuzzy set 、 Mathematics 、 Structure (mathematical logic) 、 Online analytical processing 、 Context (language use)
摘要: In this paper we revise the context of "value uncertainty", as part an OLAP based environment. A new multidimensional-cubic model named if-cube is introduced which able to operate over data with imprecision either in facts or dimensional hierarchies. These query requirements led us introduce concept closure intuitionistic fuzzy set a universe that has hierarchical structure, H-IFS. We automatic recommendation analysis according concepts defined domain ontology order guide decision making aid
westminster.ac.uk参考文章(10)
Didier Dubois, Henri Prade, Handling Incomplete or Uncertain Data and Vague Queries in Database Applications Springer, Boston, MA. pp. 217- 259 ,(1988) , 10.1007/978-1-4684-5287-7_6
Yannick Loiseau, Mohand Boughanem, Henri Prade, Evaluation of Term-based Queries using Possibilistic Ontologies soft computing. pp. 135- 160 ,(2006) , 10.1007/3-540-31590-X_8
Sally Rice, John F. Roddick, Lattice-Structured Domains, Imperfect Data and Inductive Queries database and expert systems applications. pp. 664- 674 ,(2000) , 10.1007/3-540-44469-6_62
Curtis E. Dyreson, Information Retrieval from an Incomplete Data Cube very large data bases. pp. 532- 543 ,(1996)
Torben Bach Pedersen, Christian S. Jensen, Curtis E. Dyreson, A foundation for capturing and querying complex multidimensional data Information Systems. ,vol. 26, pp. 383- 423 ,(2001) , 10.1016/S0306-4379(01)00023-0
Krassimir T. Atanassov, Intuitionistic fuzzy sets Fuzzy Sets and Systems. ,vol. 20, pp. 87- 96 ,(1986) , 10.1016/S0165-0114(86)80034-3
Sadaaki Miyamoto, K. Nakayama, Fuzzy Information Retrieval Based on a Fuzzy Pseudothesaurus systems man and cybernetics. ,vol. 16, pp. 278- 282 ,(1986) , 10.1109/TSMC.1986.4308950
Helen Thomas, Anindya Datta, A Conceptual Model and Algebra for On-Line Analytical Processing in Decision Support Databases Information Systems Research. ,vol. 12, pp. 83- 102 ,(2001) , 10.1287/ISRE.12.1.83.9715
M. Koyuncu, A. Yazici, IFOOD: an intelligent fuzzy object-oriented database architecture IEEE Transactions on Knowledge and Data Engineering. ,vol. 15, pp. 1137- 1154 ,(2003) , 10.1109/TKDE.2003.1232269
P. Chountas, I. Petrounias, Virtual integration of temporal and conflicting information international database engineering and applications symposium. pp. 243- 248 ,(2001) , 10.1109/IDEAS.2001.938091