Data mining via linguistic summaries of databases: An interactive approach

被引:0
作者
Kacprzyk, J [1 ]
Zadrozny, S [1 ]
机构
[1] Polish Acad Sci, Syst Res Inst, PL-01447 Warsaw, Poland
来源
NEW PARADIGM OF KNOWLEDGE ENGINEERING BY SOFT COMPUTING | 2001年 / 5卷
关键词
data mining; knowledge discovery; linguistic summaries; fuzzy logic; database; querying; fuzzy querying; fuzzy linguistic quantifier; natural language; interface;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose an interactive approach to data mining meant as the derivation of linguistic summaries of databases. For interactively formulating the linguistic summaries, and then for searching the database, we employ Kacprzyk and Zadrozny's [6-11]) fuzzy querying add-on, FQUERY for Access. We present an implementation for the derivation of linguistic summaries of sales data at a computer retailer.
引用
收藏
页码:325 / 345
页数:21
相关论文
共 27 条
[1]  
[Anonymous], 1997, The Ordered Weighted Averaging Operators: Theory and Applications
[2]  
[Anonymous], 1995, FUZZINESS DATABASE M
[3]  
[Anonymous], GENETIC ALGORITHMS S
[4]  
Kacprzyk J, 1999, LECT NOTES COMPUT SC, V1625, P462
[5]  
Kacprzyk J, 1997, ORDERED WEIGHTED AVERAGING OPERATORS, P293
[6]  
Kacprzyk J., 1998, Proceedings of the 5th International Conference on Soft Computing and Information/Intelligent Systems. Methodologies for the Conception, Design and Application of Soft Computing, P668
[7]   An interactive fuzzy logic approach to linguistic data summaries [J].
Kacprzyk, J .
18TH INTERNATIONAL CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS, 1999, :595-599
[8]  
KACPRZYK J, 1994, PROCEEDINGS OF THE THIRD IEEE CONFERENCE ON FUZZY SYSTEMS - IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE, VOLS I-III, P167, DOI 10.1109/FUZZY.1994.343698
[9]   DATABASE QUERIES WITH FUZZY LINGUISTIC QUANTIFIERS [J].
KACPRZYK, J ;
ZIOLKOWSKI, A .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1986, 16 (03) :474-479
[10]  
KACPRZYK J, 1997, FUZZY INFORMATION EN, P223