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Advanced Syntax and Compilation for Probabilistic Production Rules with PRM

Gaspard Ducamp
Philippe Bonnard
  • Function : Author
Pierre-Henri Wuillemin

Abstract

Widely adopted for more than 20 years in industrial fields, business rules offer the opportunity to non-IT users to define decision-making policies in a simple and intuitive way. When used conjointly with probabilistic graphical models (PGM) their expressiveness increase by introducing the notion of probabilistic production rules (PPR). In this paper we will present a new syntax for PPR making their use easier for business users and showcase how we managed to adapt to the compilation toolchain of an industrial rule engine accordingly.
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Dates and versions

hal-02911619 , version 1 (04-08-2020)

Identifiers

  • HAL Id : hal-02911619 , version 1

Cite

Gaspard Ducamp, Philippe Bonnard, Christian de Sainte Marie, Pierre-Henri Wuillemin. Advanced Syntax and Compilation for Probabilistic Production Rules with PRM. 14th International Rule Challenge, 4th Doctoral Consortium, and 6th Industry Track, Jun 2020, Oslo, Norway. pp.103-110. ⟨hal-02911619⟩
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