• DocumentCode
    528579
  • Title

    The Effects of Documents Lineage on Use of Explanation in Document-Driven DSS

  • Author

    Chen, Zhi ; Dong, Hongbin

  • Author_Institution
    State Key Lab. of Software Eng., Wuhan Univ., Wuhan, China
  • Volume
    1
  • fYear
    2010
  • fDate
    26-28 Aug. 2010
  • Firstpage
    243
  • Lastpage
    248
  • Abstract
    In document-driven DSS, the decisions are both based on the inheritance among the documents and the acceptance of advices for users. Research in the field of DSS has shown that providing explanations may improve acceptance of decision makers. The most important part of explanations in document-driven DSS lies in tracing the contents and the classification of interrelated documents. But current document-driven DSS is lack of a mechanism to record the citation and cluster the related documents. This paper tries to find out the trace routes among documents to improve the explanations. First, a document lineage model is established to present the citation and delivery mechanism in documents. Second, the document DNA is used to build the routes of documents transferences. Third, the whole lineage in documents is integrated by routes. Finally, a system frame for explanations mechanism in document-driven DSS was described.
  • Keywords
    data mining; decision making; decision support systems; information retrieval; pattern clustering; text analysis; decision making; decision support system; document driven DSS; document lineage model; document transference; Blood; Computers; DNA; Decision making; Decision support systems; Face; Document lineage; Document-driven DSS; Explanation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2010 2nd International Conference on
  • Conference_Location
    Nanjing, Jiangsu
  • Print_ISBN
    978-1-4244-7869-9
  • Type

    conf

  • DOI
    10.1109/IHMSC.2010.67
  • Filename
    5590681