• DocumentCode
    498877
  • Title

    Keyword search based on knowledge base in relational databases

  • Author

    Zhu, Liang ; Ji, Shen-da ; Yang, Wen-zhu ; Liu, Chun-nian

  • Author_Institution
    Sch. of Math. & Comput. Sci., Hebei Univ., Baoding, China
  • Volume
    3
  • fYear
    2009
  • fDate
    12-15 July 2009
  • Firstpage
    1528
  • Lastpage
    1533
  • Abstract
    In this paper, we propose a new method to realize free-form keyword search over a relational database. The basic idea of the method is based on a knowledge base that stores the related information of tuples in the database. Using the saved knowledge, we create an index and improve the classic ranking strategy in information retrieval; then the top-N answers will be returned for a keywords query by the index and improved ranking strategy. Experimental results on a large real dataset indicate that the performance of the method is efficient and effective.
  • Keywords
    information retrieval; relational databases; classic ranking strategy; free-form keyword search; information retrieval; keywords query; relational databases; Books; Computer science; Cybernetics; Database systems; Information retrieval; Keyword search; Machine learning; Relational databases; Search engines; Terminology; Index; Keyword search; Ranking strategy; Tuple tree;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2009 International Conference on
  • Conference_Location
    Baoding
  • Print_ISBN
    978-1-4244-3702-3
  • Electronic_ISBN
    978-1-4244-3703-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2009.5212252
  • Filename
    5212252