• DocumentCode
    1188066
  • Title

    Conditional events in probability assessment and revision

  • Author

    Gilio, Angelo ; Scozzafava, Romano

  • Author_Institution
    Dipartimento Metodi e Modeli Matematici, Rome Univ., Italy
  • Volume
    24
  • Issue
    12
  • fYear
    1994
  • fDate
    12/1/1994 12:00:00 AM
  • Firstpage
    1741
  • Lastpage
    1746
  • Abstract
    By resorting to the general interpretation of an event as a proposition, we deal with its natural generalization, the concept of conditional event. No algebraic structure is put on the given family of conditional events. An important feature of our approach is that conditional probability makes sense also when the conditioning event is null. Our attention is centered on de Finetti´s approach to probability, whose distinguishing features make it particularly flexible for application to both artificial intelligence and inferential statistics. In particular, the problem of comparing null events by means of conditional events is considered: so the need for the introduction of iterated conditioning naturally arises when we try to compare conditional events of zero conditional probability
  • Keywords
    generalisation (artificial intelligence); inference mechanisms; probabilistic logic; probability; Finetti´s theory; artificial intelligence; coherent extensions; conditional events; conditional probability; generalization; inferential statistics; iterated conditioning; probability assessment; Art; Artificial intelligence; Books; Helium; Intelligent systems; Multivalued logic; Probability; Statistics; Uncertainty;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9472
  • Type

    jour

  • DOI
    10.1109/21.328931
  • Filename
    328931