• DocumentCode
    2697167
  • Title

    AUDR: An Advanced Unstructured Data Repository

  • Author

    Liu, Xianglong ; Lang, Bo ; Yu, Wei ; Luo, Junwu ; Huang, Lei

  • Author_Institution
    State Key Lab. of Software Dev. Environ., Beihang Univ., Beijing, China
  • fYear
    2011
  • fDate
    26-28 Oct. 2011
  • Firstpage
    462
  • Lastpage
    469
  • Abstract
    Unstructured database serves as a new database targeted mainly at unstructured data management, which addresses the limitations of relational database. In this paper, an unstructured database management system named Advanced Unstructured Data Repository (AUDR) is introduced. AUDR is designed to manage massive and various types of unstructured data including text, image, audio and video. Based on a uniform data model named the Tetrahedral Data Model proposed recently, a scalable architecture is designed to provide storage, process and mining functions for massive complex unstructured data. To support content-based retrieval, intelligent retrieval and associated retrieval, it defines and implements intelligent query language of unstructured data by extending XQuery language. As a typical unstructured data, image management including storage, retrieval and clustering is described in detail. Finally the system evaluations prove that AUDR serves as a novel and efficient unstructured data management system.
  • Keywords
    content-based retrieval; data mining; document image processing; image retrieval; query languages; relational databases; visual databases; AUDR scalable architecture; Advanced Unstructured Data Repository; Tetrahedral data model; XQuery language; associated retrieval; content-based retrieval; data mining function; data process function; data storage function; image clustering; image management; image retrieval; image storage; intelligent query language; intelligent retrieval; relational database; uniform data model; unstructured data management system; Data models; Electromagnetic compatibility;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pervasive Computing and Applications (ICPCA), 2011 6th International Conference on
  • Conference_Location
    Port Elizabeth
  • Print_ISBN
    978-1-4577-0209-9
  • Type

    conf

  • DOI
    10.1109/ICPCA.2011.6106548
  • Filename
    6106548