International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064

Research Paper | Computer Science & Engineering | India | Volume 6 Issue 11, November 2017

A New Approach on Restructuring and Reranking of User Search Results by using Feedback Sessions

Priti Alok Mishra, Bidisha Roy

To enhance the significance of web search engine, it is very essential to meet the users requirement of results. These user search results can be generated with the help of feedback sessions. The framework in this approach firstly creates Feedback session out of user click-through logs. The click-through data will later be preprocessed for precise information retrieval. The original search results will then be restructured and they would be re ranked according to users domain of interest. Lastly, to evaluate the performance of search results, Average Precision will be used. The main advantage of this framework is that it will provide the most optimum search result in short period of time. Also it will reduce those noisy URLs that degrade the performance of web search engines on large scale.

Keywords: Click-through logs, Feedback Session, Re ranked search results, Average Precision

Edition: Volume 6 Issue 11, November 2017

Pages: 2056 - 2061


How to Cite this Article?

Priti Alok Mishra, Bidisha Roy, "A New Approach on Restructuring and Reranking of User Search Results by using Feedback Sessions", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20178461, Volume 6 Issue 11, November 2017, 2056 - 2061

16 PDF Views | 17 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Click-through logs'

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2651 - 2657

Enhanced Approach for Construing & Reorganizing User Search Result Using Feedback Session

Sultana N. Sayyad, Deepak S. Tamhane

Share this article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2007 - 2011

Approaches for User Image Search-goals with Implicit Guidance of User: A Survey

Apurva S. Gomashe, R. R. Keole

Share this article

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 11, November 2017

Pages: 2056 - 2061

A New Approach on Restructuring and Reranking of User Search Results by using Feedback Sessions

Priti Alok Mishra, Bidisha Roy

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1578 - 1583

Learning to Cluster Feedback Session for Identification of User Search Objective

Manjiri M. Kokate, Poonam D. Lambhate

Share this article

Similar Articles with Keyword 'Feedback Session'

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2880 - 2884

Inferring User Search Goals Using Feedback Session

Harshada P. Bhambure, Mandar Mokashi

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 746 - 750

A Novel Approach for Inferring and Analyzing User Search Goals

Y. Sai Krishna, N. Swapna Goud

Share this article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2152 - 2156

Inferring user Search Goals with Feedback Sessions using STC

Asha P, Ambily Balaram

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2651 - 2657

Enhanced Approach for Construing & Reorganizing User Search Result Using Feedback Session

Sultana N. Sayyad, Deepak S. Tamhane

Share this article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 515 - 521

A New Bisecting K-means algorithm For Inferring User Search Goals Engine

Agale Deepali B., Chaudhari J.L.

Share this article

Similar Articles with Keyword 'Average Precision'

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2880 - 2884

Inferring User Search Goals Using Feedback Session

Harshada P. Bhambure, Mandar Mokashi

Share this article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2152 - 2156

Inferring user Search Goals with Feedback Sessions using STC

Asha P, Ambily Balaram

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2651 - 2657

Enhanced Approach for Construing & Reorganizing User Search Result Using Feedback Session

Sultana N. Sayyad, Deepak S. Tamhane

Share this article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 515 - 521

A New Bisecting K-means algorithm For Inferring User Search Goals Engine

Agale Deepali B., Chaudhari J.L.

Share this article

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 11, November 2017

Pages: 2056 - 2061

A New Approach on Restructuring and Reranking of User Search Results by using Feedback Sessions

Priti Alok Mishra, Bidisha Roy

Share this article

Top