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D-S Theory for Argument Confidence Assessment

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  • معلومة اضافية
    • Contributors:
      Équipe Tolérance aux fautes et Sûreté de Fonctionnement informatique (LAAS-TSF); Laboratoire d'analyse et d'architecture des systèmes (LAAS); Université Toulouse Capitole (UT Capitole); Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse); Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J); Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3); Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP); Université de Toulouse (UT)-Université Toulouse Capitole (UT Capitole); Université de Toulouse (UT); Heuristique et Diagnostic des Systèmes Complexes Compiègne (Heudiasyc); Université de Technologie de Compiègne (UTC)-Centre National de la Recherche Scientifique (CNRS)
    • بيانات النشر:
      HAL CCSD
    • الموضوع:
      2016
    • Collection:
      Université Toulouse 2 - Jean Jaurès: HAL
    • الموضوع:
    • نبذة مختصرة :
      International audience ; Structured arguments are commonly used to communicate to stakeholders that safety, security or other attributes of a system are achieved. Due to the growing complexity of systems, more uncertainties appear and the confidence in arguments tends to be less justifiable by reviewing. In this paper, we propose a quantitative method to assess the confidence in structured arguments, like safety cases. We adopt the Goal Structuring Notation (GSN) to model the safety case and propose to add annotations to identify uncertainties in this model. Three inference types of arguments are proposed according to their impact on confidence. Definition and quantification assessment of confidence are based on the belief function theory. The proposed approach is illustrated with several GSN examples.
    • Relation:
      hal-01372016; https://hal.science/hal-01372016; https://hal.science/hal-01372016/document; https://hal.science/hal-01372016/file/paper%20%2320.pdf
    • الرقم المعرف:
      10.1007/978-3-319-45559-4_20
    • Rights:
      info:eu-repo/semantics/OpenAccess
    • الرقم المعرف:
      edsbas.E75483DF