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    Please use this identifier to cite or link to this item: http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/59939


    Title: Modeling and Analysis the Web Structure Using Stochastic Timed Petri Nets
    Authors: Chen, Po-Zung;Sun, Chu-Hao;Yang, Shih-Yang
    Contributors: 淡江大學資訊工程學系
    Keywords: Web usage mining;Data preprocessing;Stochastic Timed Petri Nets;Reachability behavior;Pageview identification;Path completion
    Date: 2008-11
    Issue Date: 2013-06-13 11:29:50 (UTC+8)
    Publisher: Oulu: Academy Publisher
    Abstract: Precise analysis of the Web structure can facilitate data pre-processing and enhance the accuracy of the mining results in the procedure of Web usage mining. STPN(Stochastic Timed Petri Nets) is a high-level graphical model widely used in modeling system activities with concurrency. STPN can save the analyzed results in an incidence matrix for future follow-up analyses, and some already-verified properties held by STPN, such as reachability, can also be used to solve some unsettled problems in the model. In the present study, we put forth the use of STPN as the Web structure model. We adopt Place in the STPN model to represent webpage on the websites and use Transition to represent hyperlink. Through the model, we can conduct Web structure analysis.
    We simultaneously employ the Web structure analysis information in the incidence matrix and the reachability properties, obtained from the STPN model, to help proceed with pageview identification and path completion at the
    data preprocessing phase.
    Relation: Journal of Software 3(8), pp.19-26
    DOI: 10.4304/jsw.3.8.19-26
    Appears in Collections:[資訊工程學系暨研究所] 期刊論文

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