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