Tools and Techniques for Evaluating Web Information Retrieval Using Click-Through Data

International Journal of Latest Trends in Computing (E-ISSN: 2045-5364) Volume 1, Issue 2, December 2010

5 Pages Posted: 15 Jul 2019

See all articles by Dr. Amarjeet Singh

Dr. Amarjeet Singh

Era University

Mohamed Husain

Azad Institute of Engineering and Technology

Rakesh Ranjan

Institute of Environment and Management

Manoj Kumar

IISE

Date Written: December 2010

Abstract

Search has arguably become the dominant paradigm for finding information on the World Wide Web. In order to build a successful search engine, there are a number of challenges that arise where techniques from artificial intelligence can be used to have a significant impact. In this paper, we explore a number of problems related to finding information on the web and discuss approaches that have been employed in various research programs, including some of those at Google. Specifically, we examine issues of such as web graph analysis, statistical methods for inferring meaning in text, and the retrieval and analysis of newsgroup postings, images, and sounds. We show that leveraging the vast amounts of data on web, it is possible to successfully address problems in innovative ways that vastly improve on standard, but often data impoverished, methods. We also present a number of open research problems to help spur further research in these areas.

Keywords: Information Retrieval, pageRank, Query, Search Engine

Suggested Citation

Singh, Amarjeet and Husain, Mohamed and Ranjan, Rakesh and Kumar, Manoj, Tools and Techniques for Evaluating Web Information Retrieval Using Click-Through Data (December 2010). International Journal of Latest Trends in Computing (E-ISSN: 2045-5364) Volume 1, Issue 2, December 2010. Available at SSRN: https://ssrn.com/abstract=3419692 or http://dx.doi.org/10.2139/ssrn.3419692

Amarjeet Singh (Contact Author)

Era University

https://erauniversity.in/
Lucknow, Uttar Pradesh 226003
India

Mohamed Husain

Azad Institute of Engineering and Technology ( email )

Lucknow
India

Rakesh Ranjan

Institute of Environment and Management ( email )

India

Manoj Kumar

IISE ( email )

Kalyanpur
Lucknow, 226022
India
9956010822 (Phone)

HOME PAGE: http://iiseindia.com/faculty.html

Here is the Coronavirus
related research on SSRN

Paper statistics

Downloads
4
Abstract Views
53
PlumX Metrics