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Title: :  EFFICIENT RELEVANT FEEDBACK FOR MINING USER NAVIGATION PATTERS USING CBIR
PaperId: :  4636
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 2 2017
DUI:    16.0415/IJARIIE-4636
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mr. SHINDE SURESH GOROBABIGCE, Solapur, Maharashtra, India.
Prof. C. M. JadhavBIGCE, Solapur, Maharashtra, India.

Abstract

Computer Engineering
Query Point Movement (QPM), Query Reweighting (QR), and Query Expansion (QEX).
These a days, content-based image retrieval (CBIR) is the important of image retrieval systems. To be more suitable, relevance feedback techniques were changed into CBIR such that more the results can be obtained by taking user feedback into account. However, previous relevance feedback-based CBIR methods usually request a number of iterative feedbacks to produce refined search results, especially in a big image database. This is not practical and inefficient in real applications. In this paper, we propose a novel method, Navigation-Pattern-based Relevance Feedback (NPRF), to achieve the high efficiency and effectiveness of CBIR in coping with the large-scale image data. In terms of efficiency, the iterations of feedback are reduced substantially by using the navigation patterns discovered from the user query log. In terms of effectiveness, our proposed search algorithm NPRF Search makes use of the discovered navigation patterns and three kinds of query refinement strategies, Query Point Movement (QPM), Query Reweighting (QR), and Query Expansion (QEX), to converge the search space toward the user’s intention effectively

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IJARIIE Mr. SHINDE SURESH GOROBA, and Prof. C. M. Jadhav. "EFFICIENT RELEVANT FEEDBACK FOR MINING USER NAVIGATION PATTERS USING CBIR" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 3316-3319
MLA Mr. SHINDE SURESH GOROBA, and Prof. C. M. Jadhav. "EFFICIENT RELEVANT FEEDBACK FOR MINING USER NAVIGATION PATTERS USING CBIR." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 3316-3319.
APA Mr. SHINDE SURESH GOROBA, & Prof. C. M. Jadhav. (2017). EFFICIENT RELEVANT FEEDBACK FOR MINING USER NAVIGATION PATTERS USING CBIR. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 3316-3319.
Chicago Mr. SHINDE SURESH GOROBA, and Prof. C. M. Jadhav. "EFFICIENT RELEVANT FEEDBACK FOR MINING USER NAVIGATION PATTERS USING CBIR." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 3316-3319.
Oxford Mr. SHINDE SURESH GOROBA, and Prof. C. M. Jadhav. 'EFFICIENT RELEVANT FEEDBACK FOR MINING USER NAVIGATION PATTERS USING CBIR', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 3316-3319. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/EFFICIENT_REVLENAT_FEEDBACK_FOR_MING_USER_NAVIGATION_PATTERS_USING_CBIR_ijariie4636.pdf (Accessed : 29 March 2019).
Harvard Mr. SHINDE SURESH GOROBA, and Prof. C. M. Jadhav. (2017) 'EFFICIENT RELEVANT FEEDBACK FOR MINING USER NAVIGATION PATTERS USING CBIR', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 3316-3319IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/EFFICIENT_REVLENAT_FEEDBACK_FOR_MING_USER_NAVIGATION_PATTERS_USING_CBIR_ijariie4636.pdf (Accessed : 29 March 2019)
IEEE Mr. SHINDE SURESH GOROBA, and Prof. C. M. Jadhav, "EFFICIENT RELEVANT FEEDBACK FOR MINING USER NAVIGATION PATTERS USING CBIR," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 3316-3319, Mar-App 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/EFFICIENT_REVLENAT_FEEDBACK_FOR_MING_USER_NAVIGATION_PATTERS_USING_CBIR_ijariie4636.pdf [Accessed : 29 March 2019].
Turabian Mr. SHINDE SURESH GOROBA, and Prof. C. M. Jadhav. "EFFICIENT RELEVANT FEEDBACK FOR MINING USER NAVIGATION PATTERS USING CBIR." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 (29 March 2019).
Vancouver Mr. SHINDE SURESH GOROBA, and Prof. C. M. Jadhav. EFFICIENT RELEVANT FEEDBACK FOR MINING USER NAVIGATION PATTERS USING CBIR. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 29 March 2019]; 3(2) : 3316-3319. Available from: http://ijariie.com/AdminUploadPdf/EFFICIENT_REVLENAT_FEEDBACK_FOR_MING_USER_NAVIGATION_PATTERS_USING_CBIR_ijariie4636.pdf
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