• DocumentCode
    2186255
  • Title

    Schema matching using neural network

  • Author

    Li, You ; Liu, Dong-Bo ; Zhang, Wei-Ming

  • Author_Institution
    Dept. of Manage. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
  • fYear
    2005
  • fDate
    19-22 Sept. 2005
  • Firstpage
    743
  • Lastpage
    746
  • Abstract
    Schema matching plays a key role in data integration, data warehouse and e-business. This paper introduces a schema matching method SMDD based on neural network. By analyzing the characteristics of data distribution, it automatically fulfills the task of schema matching. It can be used independently or as a supplement of other schema matching methods. SMDD can improve the accuracy of schema matching from the point of view of data contents.
  • Keywords
    data handling; data integrity; neural nets; pattern matching; SMDD; data content; data distribution; data integration; data warehouse; e-business; neural network; schema matching; Data analysis; Data engineering; Data warehouses; Databases; Educational institutions; Engineering management; Large-scale systems; Neural networks; Systems engineering and theory; Technology management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence, 2005. Proceedings. The 2005 IEEE/WIC/ACM International Conference on
  • Print_ISBN
    0-7695-2415-X
  • Type

    conf

  • DOI
    10.1109/WI.2005.129
  • Filename
    1517945
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2186255