Title :
An experimental comparison of various aggregation operators in a fuzzy information retrieval model
Author :
Katarzyna Nowacka;Slawomir Zadrozny;Janusz Kacprzyk
Author_Institution :
Systems Research, Institute, Polish Academy of Sciences, Warszawa, Poland
Abstract :
In this paper, we present the results of an experimental comparison of various aggregation operators used in a fuzzy information retrieval model we have recently proposed. The essence of this model is the use of Zadeh’s linguistic statements to represent the documents and queries and then to determine their degree of matching. This leads to the use of the minimum operator but in computational experiments it does not work well. Thus other operators are proposed to replace the minimum and the computational results are shown and discussed.
Keywords :
"Information retrieval","Fuzzy logic","Calculus","Logic testing","Context modeling","History","Uncertainty","Boolean functions","Possibility theory"
Conference_Titel :
Fuzzy Information Processing Society, 2008. NAFIPS 2008. Annual Meeting of the North American
Print_ISBN :
978-1-4244-2351-4
DOI :
10.1109/NAFIPS.2008.4531242