JOURNAL OF SOFTWARE (JSW)
ISSN : 1796-217X
Volume : 3 Issue : 8 Date : November 2008
Modeling and Analysis the Web Structure Using Stochastic Timed Petri Nets
Po-Zung Chen, Chu-Hao Sun, and Shih-Yang Yang
Full Text: PDF (557 KB)
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.
Web usage mining, data preprocessing, Stochastic Timed Petri Nets, reachability behavior,
pageview identification, path completion.