Applying reinforcement learning for web pages ranking algorithms

V Derhami, E Khodadadian, M Ghasemzadeh… - Applied Soft …, 2013 - Elsevier
Ranking web pages for presenting the most relevant web pages to user's queries is one of
the main issues in any search engine. In this paper, two new ranking algorithms are offered …

DistanceRank: An intelligent ranking algorithm for web pages

AMZ Bidoki, N Yazdani - Information processing & management, 2008 - Elsevier
A fast and efficient page ranking mechanism for web crawling and retrieval remains as a
challenging issue. Recently, several link based ranking algorithms like PageRank, HITS and …

User preference based weighted page ranking algorithm

F Alhaidari, S Alwarthan… - 2020 3rd International …, 2020 - ieeexplore.ieee.org
Due to the huge number of information on the internet, users use search engines to fetch the
relevant pages, which include the information that meet users' needs. Search engines …

An adaptive learning to rank algorithm: Learning automata approach

JA Torkestani - Decision Support Systems, 2012 - Elsevier
The recent years have witnessed the birth and explosive growth of the web. It is obvious that
the exponential growth of the web has made it into a huge interconnected source of …

Web page ranking using web mining techniques: a comprehensive survey

PS Sharma, D Yadav, RN Thakur - Mobile Information Systems, 2022 - Wiley Online Library
Due to the exponential growth of Internet users and traffic, information seekers depend
highly on search engines to extract relevant information. Due to the accessibility of a large …

A novel page ranking mechanism based on user browsing patterns

S Sethi, A Dixit - Software Engineering: Proceedings of CSI 2015, 2019 - Springer
Primary goal of every search engine is to provide the sorted information according to user's
need. To achieve this goal, it employs ranking techniques to sort the Web pages based on …

A Bayesian approach to sparse learning-to-rank for search engine optimization

O Krasotkina, V Mottl - Machine Learning and Data Mining in Pattern …, 2015 - Springer
Search engine optimization (SEO) is the process of affecting the visibility of a web page in
the engine's search results. SEO specialists must understand how search engines work and …

[PDF][PDF] Optimization of ranking measures

QV Le, A Smola, O Chapelle, CH Teo - Journal of Machine Learning …, 2010 - Citeseer
Web page ranking requires the optimization of sophisticated performance measures.
Current approaches only minimize measures indirectly related to performance scores. We …

A novel approach for ranking web documents based on query-optimized personalized pagerank

RK Roul, JK Sahoo - International Journal of Data Science and Analytics, 2021 - Springer
Ranking plays an important role in the search process of web documents on a huge corpus.
This not only reduces the searching time but also provides useful documents to the users. In …

[PDF][PDF] An improved approach to ranking web documents

P Gupta, SK Singh, D Yadav… - Journal of Information …, 2013 - koreascience.kr
Ranking thousands of web documents so that they are matched in response to a user query
is really a challenging task. For this purpose, search engines use different ranking …