2004 · 285 citations · 21 references
ComputingComputer ScienceInformation RetrievalStatisticsWeb AnalyticsSearch Log AnalysisSearch SystemsTrend DetectionWeb MiningWeb SearchExperimental Study DesignSearch Engine User BehaviorWeb Search Behavior
Recent studies show that a majority of Web page accesses are referred by search engines. The study investigates how search engines influence Web page popularity, asking whether they reinforce existing popularity and marginalize newly created pages. The authors conduct an experimental study on real Web data and analytically estimate the delay new pages face when search engines prioritize popular results. The results reveal that search engines significantly hinder the discovery of new Web pages.
Recent studies show that a majority of Web page accesses are referred by search engines. In this paper we study the widespread use of Web search engines and its impact on the ecology of the Web. In particular, we study how much impact search engines have on the popularity evolution of Web pages. For example, given that search engines return currently popular" pages at the top of search results, are we somehow penalizing newly created pages that are not very well known yet? Are popular pages getting even more popular and new pages completely ignored? We first show that this unfortunate trend indeed exists on the Web through an experimental study based on real Web data. We then analytically estimate how much longer it takes for a new page to attract a large number of Web users when search engines return only popular pages at the top of search results. Our result shows that search engines can have an immensely worrisome impact on the discovery of new Web pages.
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Emergence of Scaling in Random Networks
Albert-Ĺaszló Barabási, Réka Albert · Science · 1999 · 36.4K citations · Full text
The PageRank Citation Ranking : Bringing Order to the Web
Lawrence M. Page, Sergey Brin, Rajeev Motwani et al. · 1999 · 12.7K citations
Authoritative sources in a hyperlinked environment
Jon Kleinberg · Journal of the ACM · 1999 · 9.1K citations · Full text
Diameter of the World-Wide Web
Réka Albert, Hawoong Jeong, Albert-Ĺaszló Barabási · Nature · 1999 · 4.3K citations · Full text