Modeling and Analysis the Web Structure Using Stochastic Timed Petri Nets

doi:10.4304/jsw.3.8.19-26

淡江大學機構典藏 > 工學院 > 資訊工程學系暨研究所 > 期刊論文 > Item 987654321/59939

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題名:	Modeling and Analysis the Web Structure Using Stochastic Timed Petri Nets
作者:	Chen, Po-Zung;Sun, Chu-Hao;Yang, Shih-Yang
貢獻者:	淡江大學資訊工程學系
關鍵詞:	Web usage mining;Data preprocessing;Stochastic Timed Petri Nets;Reachability behavior;Pageview identification;Path completion
日期:	2008-11
上傳時間:	2013-06-13 11:29:50 (UTC+8)
出版者:	Oulu: Academy Publisher
摘要:	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.
關聯:	Journal of Software 3(8), pp.19-26
DOI:	10.4304/jsw.3.8.19-26
顯示於類別:	[資訊工程學系暨研究所] 期刊論文

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