{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T15:31:24Z","timestamp":1781105484975,"version":"3.54.1"},"reference-count":25,"publisher":"IGI Global Scientific Publishing","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,1,1]]},"abstract":"<p>The World Wide Web has emerged to become the biggest and most popular way of communication and information dissemination. Every day, the Web is expending and people generally rely on search engine to explore the web. Because of its rapid and chaotic growth, the resulting network of information lacks of organization and structure. It is a challenge for service provider to provide proper, relevant and quality information to the internet users by using the web page contents and hyperlinks between web pages. This paper deals with analysis and comparison of web pages ranking algorithms based on various parameters to find out their advantages and limitations for ranking web pages and to give the further scope of research in web pages ranking algorithms. Six important algorithms: the Page Rank, Query Dependent-PageRank, HITS, SALSA, Simultaneous Terms Query Dependent-PageRank (SQD-PageRank) and Onto-SQD-PageRank are presented and their performances are discussed.<\/p>","DOI":"10.4018\/ijmcmc.2014010101","type":"journal-article","created":{"date-parts":[[2014,9,2]],"date-time":"2014-09-02T09:57:29Z","timestamp":1409651849000},"page":"1-16","source":"Crossref","is-referenced-by-count":0,"title":["Web Algorithms for Information Retrieval"],"prefix":"10.4018","volume":"6","author":[{"given":"Bouchra","family":"Frikh","sequence":"first","affiliation":[{"name":"LTTI Laboratory, Ecole Sup\u00e9rieure de Technologie, Fes, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Brahim","family":"Ouhbi","sequence":"additional","affiliation":[{"name":"LM2I Laboratory, Ecole Nationale Sup\u00e9rieure d'Arts et M\u00e9tiers, Moulay Isma\u00efl University, Meknes, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"ijmcmc.2014010101-0","doi-asserted-by":"publisher","DOI":"10.1145\/1052934.1052938"},{"key":"ijmcmc.2014010101-1","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7552(98)00110-X"},{"key":"ijmcmc.2014010101-2","article-title":"Manipulability of Pagerank under sybil strategies.","author":"A.Cheng","year":"2006","journal-title":"Proceedings of the First Workshop on the Economics of Networked Systems"},{"key":"ijmcmc.2014010101-3"},{"key":"ijmcmc.2014010101-4","first-page":"167","article-title":"Learning to probabilistically identify authoritative documents.","author":"D.Cohn","year":"2000","journal-title":"Proceedings of 17th International Conference on Machine Learning"},{"key":"ijmcmc.2014010101-5","doi-asserted-by":"publisher","DOI":"10.1145\/564437.564440"},{"key":"ijmcmc.2014010101-6","article-title":"Page ranking algorithms: A survey.","author":"N.Duhan","year":"2009","journal-title":"Proceeding of the IEEE International Conference on Advanced Computing"},{"key":"ijmcmc.2014010101-7","doi-asserted-by":"publisher","DOI":"10.1109\/AICCSA.2009.5069377"},{"key":"ijmcmc.2014010101-8","author":"B.Frikh","year":"2010","journal-title":"The domain ontology learning from web documents. 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(1999). The PageRank citation ranking: Bringing order to the web. (Tech. Rep. 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