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From user access patterns to dynamic hypertext linking
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Inferring Web communities from link topology
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The quest for correct information on the Web: hyper search engines
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In search of reliable usage data on the WWW
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Adaptive Web sites: automatically synthesizing Web pages
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Automatic resource compilation by analyzing hyperlink structure and associated text
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The anatomy of a large-scale hypertextual Web search engine
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Efficient crawling through URL ordering
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A technique for measuring the relative size and overlap of public Web search engines
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Towards adaptive Web sites: conceptual framework and case study
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Measuring index quality using random walks on the Web
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Finding related pages in the World Wide Web
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Trawling the Web for emerging cyber-communities
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Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
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Link prediction and path analysis using Markov chains
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The stochastic approach for link-structure analysis (SALSA) and the TKC effect
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What is this page known for? Computing Web page reputations
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Finding authorities and hubs from link structures on the World Wide Web
Proceedings of the 10th international conference on World Wide Web
PicASHOW: pictorial authority search by hyperlinks on the Web
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Document Ranking and the Vector-Space Model
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Search and Ranking Algorithms for Locating Resources on the World Wide Web
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Learning to Probabilistically Identify Authoritative Documents
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Adaptive web sites: an AI challenge
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The web as a graph: measurements, models, and methods
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Searching the Web: general and scientific information access
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Website Complexity Metrics for Measuring Navigability
QSIC '04 Proceedings of the Quality Software, Fourth International Conference
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The unabated growth and increasing significance of the World Wide Web has resulted in a flurry of research activity to improve its capacity for serving information more effectively. But at the heart of these efforts lie implicit assumptions about "quality" and "usefulness" of Web resources and services. This observation points towards measurements and models that quantify various attributes of web sites. The science of measuring all aspects of information, especially its storage and retrieval or informetrics has interested information scientists for decades before the existence of the Web. Is Web informetrics any different, or is it just an application of classical informetrics to a new medium? In this article, we examine this issue by classifying and discussing a wide ranging set of Web metrics. We present the origins, measurement functions, formulations and comparisons of well-known Web metrics for quantifying Web graph properties, Web page significance, Web page similarity, search and retrieval, usage characterization and information theoretic properties. We also discuss how these metrics can be applied for improving Web information access and use.