• DocumentCode
    578549
  • Title

    Towards a distributed federated architecture for digital documents

  • Author

    Sarasvady, S.

  • Author_Institution
    Amrita Vishwa Vidyapeetham, Coimbatore, India
  • fYear
    2012
  • fDate
    22-24 Aug. 2012
  • Firstpage
    159
  • Lastpage
    164
  • Abstract
    Creating the federated architecture is the most significant issues in the field of digital library. Human perception is not uniform while measuring the relevance to automate the retrieval process. In this work we have designed a system for integrating the existing architectures for digital library. This architecture uses integrated systems such as metadata, standard descriptors, feature extraction etc for text searching and retrieval. Databases of different size were used to estimate the accuracy of the system. The proposed algorithm works on the concept of minimum weight tree that removes the irrelevant texts from the retrieved hits, based on the dynamic threshold provided to the algorithm. We found out that careful combination of the different features based on our proposed heuristic, can increase the creation of a unified architecture for digital libraries.
  • Keywords
    digital libraries; distributed processing; information retrieval; text analysis; trees (mathematics); digital documents; digital library; distributed federated architecture; dynamic threshold; feature extraction; integrated systems; irrelevant texts; metadata; minimum weight tree; standard descriptors; text retrieval; text searching; Data engineering; Standards; Databases; Digital library; Federated Architecture; Text mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Information Management (ICDIM), 2012 Seventh International Conference on
  • Conference_Location
    Macau
  • ISSN
    pending
  • Print_ISBN
    978-1-4673-2428-1
  • Type

    conf

  • DOI
    10.1109/ICDIM.2012.6360144
  • Filename
    6360144