• DocumentCode
    177372
  • Title

    Towards a Framework for Supporting Web Search of Complex Objects via Multidimensional Paradigms

  • Author

    Cuzzocrea, Alfredo ; Guandong Xu

  • Author_Institution
    ICAR, Univ. of Calabria, Cosenza, Italy
  • fYear
    2014
  • fDate
    June 30 2014-July 3 2014
  • Firstpage
    217
  • Lastpage
    220
  • Abstract
    In this paper we present WebClustCube, an innovative framework for supporting Web search of complex objects via multidimensional paradigms. WebClustCube focuses on the issue of empowering traditional Web search methodologies by means of novel paradigms. In particular, WebClustCube supports the building and the interactive manipulation of OLAP-enabled Web views over complex objects extracted from distributed databases. The data management, OLAP-like support of WebClustCube is provided by ClustCube, a state-of-the-art framework for coupling OLAP methodologies and clustering algorithms with the goal of analyzing and mining of complex database objects. We complement of analytical contribution by means of a case study that clearly shows the potentialities of WebClustCube in the context of next-generation Web search environments.
  • Keywords
    Internet; data mining; distributed databases; information retrieval; CLAP methodologies; OLAP-enabled Web views; Web search methodologies; WebClustCube; clustering algorithms; complex database object analysis; complex database object mining; data management; distributed databases; interactive manipulation; multidimensional paradigms; Computer architecture; Data mining; Distributed databases; Google; Lattices; Web search;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Science and Its Applications (ICCSA), 2014 14th International Conference on
  • Conference_Location
    Guimaraes
  • Type

    conf

  • DOI
    10.1109/ICCSA.2014.49
  • Filename
    6976691