NDLI: Web document retrieval using manifold learning and ACO algorithm

Content Provider	IEEE Xplore Digital Library
Author	Wang Ziqiang Sun Xia
Copyright Year	2009
Description	Author affiliation: School of Information Science and Engineering, Henan University of Technology, Zhengzhou (Wang Ziqiang; Sun Xia)
Abstract	To efficiently deal with high dimensionality and precision problems in document retrieval, a novel document retrieval algorithm based on manifold learning and ant colony optimization(ACO) algorithm is proposed. The high-dimensional document data are first projected into lower-dimensional feature space with neighborhood preserving embedding (NPE) algorithm, the ACO algorithm is then applied to retrieve relevant documents in the reduced lower-dimensionality document feature space. Extensive experiments on real-world data set demonstrate the effectiveness of the proposed algorithm.
Starting Page	152
Ending Page	155
File Size	78553
Page Count	4
File Format	PDF
ISBN	9781424445905
DOI	10.1109/ICBNMT.2009.5348468
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-10-18
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Ant colony optimization Scattering Information retrieval Large scale integration Pattern recognition Manifold learning Sun Manifolds Document retrieval Space technology Feedback Ant colony optimization(ACO) Neighborhood preserving embedding(NPE) Linear discriminant analysis
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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Web document retrieval using manifold learning and ACO algorithm