• DocumentCode
    2002551
  • Title

    WIM: an information mining model for the Web

  • Author

    Baeza-Yates, Ricardo ; Pereira, Álvaro R., Jr. ; Ziviani, Nivio

  • Author_Institution
    Comput. Sci. Dept., Chile Univ., Santiago, Chile
  • fYear
    2005
  • fDate
    22-26 Aug. 2005
  • Firstpage
    1155
  • Lastpage
    1159
  • Abstract
    This paper presents an extended abstract of a model to mine information in applications involving Web and graph analysis, referred to as WIM (Web information mining) Model. We demonstrate the model characteristics using a Web warehouse, where nodes represent Web pages and edges represent hyperlinks. In the model, objects are always sets of nodes and belong to one class. We have physical objects containing attributes directly obtained from Web pages and links, as the title of a Web page or the start and end pages of a link. Logical objects can be created by performing predefined operations on any existing object. WIM has a concise set of eleven operators. In this paper we summarizes the model components and give examples of views. A view is a sequence of operations on objects, and it represents a way to mine information in the graph.
  • Keywords
    Internet; data mining; data warehouses; graph theory; relational algebra; WIM; Web information mining model; Web pages; Web warehouse; graph analysis; hyperlinks; logical object creation; relational algebra; Algebra; Application software; Computer science; Conferences; HTML; Information analysis; Object oriented modeling; Relational databases; Singular value decomposition; Web pages;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Database and Expert Systems Applications, 2005. Proceedings. Sixteenth International Workshop on
  • ISSN
    1529-4188
  • Print_ISBN
    0-7695-2424-9
  • Type

    conf

  • DOI
    10.1109/DEXA.2005.203
  • Filename
    1508431