e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers

Aug 2019 - Volume 10, Issue 4
Deadline: 15 Jul 2019
Notification: 15 Aug 2019
Publication: 31 Aug 2019

Oct 2019 - Volume 10, Issue 5
Deadline: 15 Sep 2019
Notification: 15 Oct 2019
Publication: 30 Oct 2019

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IJCSE Indexed in Scopus

ABSTRACT

Title : Optimization of Fuzzy Information Retrieval using hybrid of Ant Colony Optimization and Genetic Algorithm
Authors : Dr. Suruchi Chawla
Keywords : Fuzzy set; Information Retrieval; Genetic Algorithm; Ant Colony Optimization; Information Scent
Issue Date : Oct-Nov 2017
Abstract :
Web Information Retrieval based on Fuzzy set derives user information need from vague and imprecise user queries and therefore uses fuzzy queries to retrieve documents relevant to userís information need. Optimization techniques have been applied successfully in various domains and results proved effective therefore a novel approach is recommended using hybrid of Ant Colony Optimization(ACO)- Genetic Algorithm(GA) for recommendation of optimal set of relevant web pages for effective Fuzzy Information Retrieval. The Fuzzy IR based on ACO-GA was evaluated on the set of web query sessions collected in Academics, Entertainment and sports domain and the experimental results were analyzed statistically to confirm its effectiveness.
Page(s) : 613-624
ISSN : 0976-5166
Source : Vol. 8, No.5