Construction of Online Catalog Topologies Using Decision Trees

نویسندگان

  • David Yang
  • Wing-Kin Sung
  • Siu-Ming Yiu
  • David Wai-Lok Cheung
  • Wai-Shing Ho
  • Tak Wah Lam
  • Sau Dan Lee
چکیده

Organization of a web site is important to help users get the most out of the site. A good web site should help visitors nd the information they want easily .Visitors typically nd information by searc hing for selected terms of interest or b y follo wing links from one w eb page to another.The rst approach is more useful if the visitor knows exactly what he is seeking, while the second approach is useful when the visitor has less of a preconceived notion about what he w an ts.The organization of a w ebsite is especially important in the latter case. T raditionally, web site organization is done by hand. In this paper, we introduce the problem of automatic web site construction and propose a solution for solving a major step of the problem based on decision tree algorithms. The solution is found to be useful in automatic construction of product catalogs.

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تاریخ انتشار 2000