• DocumentCode
    642855
  • Title

    Effectiveness of text processing in patent documents visualization

  • Author

    Drazic, M. ; Kukolj, Dragan ; Vitas, Milana ; Pokric, Maja ; Manojlovic, Sanja ; Tekic, Zeljko

  • Author_Institution
    RT-RK Inst. for Comput. Based Syst., Novi Sad, Serbia
  • fYear
    2013
  • fDate
    26-28 Sept. 2013
  • Firstpage
    287
  • Lastpage
    291
  • Abstract
    This paper analyzes effectiveness of text processing algorithm applied to different document parts for a data set consisting of patent documents. The algorithm is part of the software package which is used as a tool for business intelligence purposes. The tool assembles patent data from publicly available data bases, collects and analyzes patents bibliographic parameters and performs text mining. High-dimensional data contained in the patent documents are transformed into lower dimensionality space (2D or 3D), clustered and visualized. These features of the software tool enabled estimation of the effectiveness of text processing algorithm when run on different parts of the patent, such as abstract, claim, international patent code description and detailed patent description.
  • Keywords
    data mining; software packages; software tools; text analysis; business intelligence purposes; high-dimensional data; patent documents visualization; patents bibliographic parameters; software package; software tool; text mining; text processing algorithm; Abstracts; Data visualization; Mobile handsets; Patents; TV; Technological innovation; Text processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Informatics (SISY), 2013 IEEE 11th International Symposium on
  • Conference_Location
    Subotica
  • Print_ISBN
    978-1-4799-0303-0
  • Type

    conf

  • DOI
    10.1109/SISY.2013.6662588
  • Filename
    6662588