Get Algorithms and Models for the Web-Graph: Fourth PDF

By William Aiello, Andrei Broder, Jeannette Janssen, Evangelos Milios

ISBN-10: 3540788077

ISBN-13: 9783540788072

ISBN-10: 3540788085

ISBN-13: 9783540788089

This ebook includes the revised papers of the Fourth foreign Workshop on Algorithms and types for the Web-Graph. It covers a variety of themes within the learn of the Web-graph reminiscent of algorithms, PageRank research and computational in addition to clustering.

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Read or Download Algorithms and Models for the Web-Graph: Fourth International Workshop, WAW 2006, Banff, Canada, November 30 - December 1, 2006. Revised Papers PDF

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Extra resources for Algorithms and Models for the Web-Graph: Fourth International Workshop, WAW 2006, Banff, Canada, November 30 - December 1, 2006. Revised Papers

Example text

In this paper, we shall quantify these ideas, and in particular we shall look at the transition from global to local behavior based on relative costs. W. Aiello et al. ): WAW 2006, LNCS 4936, pp. 47–58, 2008. M. Richardson 2 Related Work Network models which encapsulate both local and global structure have been investigated for some time. One of the earliest such papers is [2], in which the authors analyze the union of an n-cycle and a random matching, showing that it has both a linear number of edges and small diameter.

This representation makes ranking difficult: nodes and edges have diverse semantics and are not equally important. Their importance may even vary by query. Consequently, there is no single successful ranking function for general E-R graph search applications. On the other hand, the information is too complex for completely manual tuning. Chakrabarti explained how machine learning techniques can be employed to automatically tune the ranking function to the data and query at hand. 3 Models for the Web Graph and Other Complex Networks A second theme of the workshop was that of stochastic models for the Web graph in particular, and self-organizing networks in general.

2006, we had gathered over 14 billion web pages from all over the world. 3 How Many Web Pages Are There? As the most basic analysis, we estimated the number of web pages on the web. Conventional research indicates that each web host has an average of about 200 web pages[1][2][3]. Netcraft, a company from the UK, investigates the number of web servers on the whole web and publishes their results every month on their home page. According to the Netcraft report of Nov. 2005[4], the number of web servers was estimated as 101,435,253.

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Algorithms and Models for the Web-Graph: Fourth International Workshop, WAW 2006, Banff, Canada, November 30 - December 1, 2006. Revised Papers by William Aiello, Andrei Broder, Jeannette Janssen, Evangelos Milios


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