Automating defeasible reasoning in law with answer set programming

The paper studies defeasible reasoning in rule-based systems, in particular about legal norms and contracts. We identify rule modifiers that specify how rules interact and how they can be overridden. We then define rule transformations that eliminate these modifiers, leading in the end to a translat...

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Main Authors: LIM, How Khang, MAHAJAR, Avishkar, STRECKER, Martin, WONG, Meng Weng
格式: text
語言:English
出版: Institutional Knowledge at Singapore Management University 2022
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在線閱讀:https://ink.library.smu.edu.sg/cclaw/1
https://ink.library.smu.edu.sg/context/cclaw/article/1000/viewcontent/Automating_Defeasible_Reasoning_in_Law.pdf
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總結:The paper studies defeasible reasoning in rule-based systems, in particular about legal norms and contracts. We identify rule modifiers that specify how rules interact and how they can be overridden. We then define rule transformations that eliminate these modifiers, leading in the end to a translation of rules to formulas. For reasoning with and about rules, we contrast two approaches, one in a classical logic with SMT solvers, which is only briefly sketched, and one using non-monotonic logic with Answer Set Programming solvers, described in more detail.