• DocumentCode
    534887
  • Title

    Abduction dealing with potential values

  • Author

    Abe, Akinori

  • Author_Institution
    NTT Commun. Sci. Labs., Kyoto, Japan
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    1279
  • Lastpage
    1285
  • Abstract
    In this paper, we introduce the concept of “value” to the abduction procedure. In fact, “values” are dealt with outside of the abduction procedure. For usual abduction, we always consider values included in the knowledge (hard coded). However, for a certain procedure, such values are unnecessary and sometimes harmful. Outside of the main abduction procedure, the inference system can flexibly deal with “values” to generate hypotheses considering the user´s preference, situation, and the current trends, etc. In addition, we introduce the concept of the expiration of the hypothesis in the hypothesis generation. Recently generated hypotheses are not generated during such abduction procedure, in addition. Accordingly, the system can generate rather novel hypotheses to enjoy potential chances. This type of inference can be applied to daily life situations. Of course, according to application such as recommendation strategies in shops. the opposite strategy can be conducted.
  • Keywords
    marketing; abduction procedure; hypothesis generation; inference system; recommendation strategies; abduction; chance; potential value;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5642433
  • Filename
    5642433