• DocumentCode
    3023525
  • Title

    Semantic analysis of matrix structures

  • Author

    Sexton, Alan P. ; Sorge, Volker

  • Author_Institution
    Sch. of Comput. Sci., Birmingham Univ., UK
  • fYear
    2005
  • fDate
    29 Aug.-1 Sept. 2005
  • Firstpage
    1141
  • Abstract
    The automatic interpretation of mathematical text structures has received only limited attention so far. While there has been work on the particularities of the character recognition of two dimensional formulas such as matrices in texts, very little has been done on exploiting their additional semantics in order to make them available for further processing. We present an algorithm that provides the interface between the recognition of matrix expressions and their concrete interpretation as mathematical objects. Given an underspecified matrix representation as they commonly appear in textbooks, containing ellipses and fill symbols, our algorithm extracts the semantic information contained. Matrices are interpreted as a collection of regions that can be interpolated with a particular term structure. The effectiveness of our algorithm can be demonstrated by its ability to derive concrete instances for the processed matrix representations in a symbolic computation system.
  • Keywords
    character recognition; matrix algebra; character recognition; mathematical object interpretation; mathematical text structure automatic interpretation; matrix expression recognition; matrix representation; matrix structures; semantic analysis; semantic information extraction; symbolic computation system; text matrix; Character recognition; Computer science; Concrete; Data mining; Image analysis; Image recognition; Mathematics; Text analysis; Text recognition; Uniform resource locators;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis and Recognition, 2005. Proceedings. Eighth International Conference on
  • ISSN
    1520-5263
  • Print_ISBN
    0-7695-2420-6
  • Type

    conf

  • DOI
    10.1109/ICDAR.2005.214
  • Filename
    1575722