• DocumentCode
    167528
  • Title

    Minimum tree edit distance between XML and Probabilistic XML documents

  • Author

    Haitao Ma ; Changming Xu ; Miao Fang ; Yu Changyong

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Northeastern Univ. Shenyang, Shenyang, China
  • fYear
    2014
  • fDate
    8-9 May 2014
  • Firstpage
    391
  • Lastpage
    394
  • Abstract
    A Probabilistic XML document is a data model representing data as a probabilistic distribution over ordinary XML documents, which are called possible worlds. This paper studies the problem of tree edit distance between an XML document and a probabilistic XML document. In particular, We define a minimum tree edit distance between an XML document and the possible worlds of a probabilistic XML document. We investigate the problem and propose an algorithm for computing the minimum tree edit distance, which runtime is polynomial in the size of the probabilistic XML document. Finally, our experimental evaluation on synthetic XML documents confirms our analytic results.
  • Keywords
    XML; data models; probability; XML document; minimum tree edit distance; polynomial runtime; probabilistic XML document; probabilistic distribution; tree edit distance; Algorithm design and analysis; Classification algorithms; Clustering algorithms; Computational modeling; Probabilistic logic; Programming; XML; XML documents; probabilistic XML; tree edit distance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Computer and Applications, 2014 IEEE Workshop on
  • Conference_Location
    Ottawa, ON
  • Type

    conf

  • DOI
    10.1109/IWECA.2014.6845639
  • Filename
    6845639