- Tytuł:
- A Fuzzy Logic Based Approach to Linguistic Summaries of Databases
- Autorzy:
-
Kacprzyk, J.
Yager, R. R.
Zadrożny, S. - Powiązania:
- https://bibliotekanauki.pl/articles/911154.pdf
- Data publikacji:
- 2000
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
logika rozmyta
baza danych
podsumowanie lingwistyczne
zgłębianie danych
fuzzy logic
linguistic summary
computing with words
data mining
fuzzy querying - Opis:
- In this paper, we present basic ideas and perspectives related to the use of fuzzy logic for the derivation of linguistic summaries of data (databases). We concentrate on the issue of how to measure the goodness of a linguistic summary, and on how to embed data summarization within the fuzzy querying environment, for an effective and efficient implementation. In particular, we propose how to efficiently implement Kacprzyk and Yager's (2000) new quality indicators of linguistic summaries to derive summaries via Kacprzyk and Zadrozny's (1994; 1995a; 1995b; 1996) fuzzy querying add-on. Finally, we present an implementation for deriving linguistic summaries of a sales database at a computer retailer, and show how the linguistic summaries obtained can be useful for supporting decisions of the business owner.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2000, 10, 4; 813-834
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł