• DocumentCode
    1844213
  • Title

    DSmT Qualitative Reasoning based on 2-Tuple Linguistic Representation Model

  • Author

    Li, Xinde ; Dai, Xianzhong ; Dezert, Jean ; Smarandache, Florentin

  • Author_Institution
    Key Lab. of Meas. & Control, Southeast Univ., Nanjing
  • fYear
    2008
  • fDate
    18-21 Nov. 2008
  • Firstpage
    1671
  • Lastpage
    1676
  • Abstract
    Most of modern systems for information retrieval, fusion and management have to deal more and more with information expressed quatitatively (by linguistic labels) since human reports are better and easier expressed in natural language than with numbers. In this paper, we propose to use Herrera-Martinez´ 2-tuple linguistic representation model (i.e. equidistant linguistic labels with a numeric value assessment) for reasoning with uncertain and qualitative information in Dezert-Smarandache theory (DSmT) framework to preserve the precision and the efficiency of the fusion of linguistic information expressing the expert´s qualitative beliefs. We present operators to deal with the 2-tuples and show from a simple example how qualitative DSmT-based fusion rules can be used for qualitative reasoning and fusioning under uncertainty.
  • Keywords
    common-sense reasoning; computational linguistics; uncertainty handling; DSmT qualitative reasoning; Dezert-Smarandache theory; Herrera-Martinez 2-tuple linguistic representation model; linguistic information fusion; uncertainty handling; Aerospace control; Automatic control; Automation; Computer science education; Educational institutions; Humans; Information retrieval; Laboratories; Natural languages; Uncertainty; DSmT; Dezert-Smarandache Theory; Information fusion; Qualitative reasoning; linguistic labels;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Young Computer Scientists, 2008. ICYCS 2008. The 9th International Conference for
  • Conference_Location
    Hunan
  • Print_ISBN
    978-0-7695-3398-8
  • Electronic_ISBN
    978-0-7695-3398-8
  • Type

    conf

  • DOI
    10.1109/ICYCS.2008.219
  • Filename
    4709224