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A methodology for the evaluation of web graph models and a test case

Published: 03 December 2006 Publication History

Abstract

Valid models of the WWW are important for creating WWW-like representations, upon which new algorithms and applications for searching, indexing, compression etc. can be tested, but also for predicting the evolution of the web and the emergence of important new phenomena. In this study we introduce a validation process for web-graph models and use it to analyze the behavior of the Exponential Growth Copying Model, which has been explicitly designed to model the WWW. We study the effect of individual parameters on its effectiveness, suggest appropriate parameter values for the creation of web-like graphs and indicate inherent deficiencies of the model.

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  1. A methodology for the evaluation of web graph models and a test case

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    cover image ACM Conferences
    WSC '06: Proceedings of the 38th conference on Winter simulation
    December 2006
    2429 pages
    ISBN:1424405017

    Sponsors

    • IIE: Institute of Industrial Engineers
    • ASA: American Statistical Association
    • IEICE ESS: Institute of Electronics, Information and Communication Engineers, Engineering Sciences Society
    • IEEE-CS\DATC: The IEEE Computer Society
    • SIGSIM: ACM Special Interest Group on Simulation and Modeling
    • NIST: National Institute of Standards and Technology
    • (SCS): The Society for Modeling and Simulation International
    • INFORMS-CS: Institute for Operations Research and the Management Sciences-College on Simulation

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    Winter Simulation Conference

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    Published: 03 December 2006

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    • IIE
    • ASA
    • IEICE ESS
    • IEEE-CS\DATC
    • SIGSIM
    • NIST
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    • INFORMS-CS
    WSC06: Winter Simulation Conference 2006
    December 3 - 6, 2006
    California, Monterey

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    WSC '06 Paper Acceptance Rate 177 of 252 submissions, 70%;
    Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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