arXiv:2411.19918cs.AI2024-11被引 2

用RDF和SPARQL构建可处理无法化解矛盾的道德逻辑框架

Handling irresolvable conflicts in the Semantic Web: an RDF-based conflict-tolerant version of the Deontic Traditional Scheme

  • 基于RDF与SPARQL实现德性传统体系,支持多类不可化解冲突建模
  • 首次在统一框架中涵盖义务、禁止、许可等所有德性模态及其交互
  • 适合研究形式化道德逻辑或构建语义网中合规系统的研究者

本文提出一种新的本体,将著名的德性传统体系(Deontic Traditional Scheme)在RDF和SPARQL中实现,以应对无法化解的冲突——即两个或多个陈述在义务、禁止或允许上相互矛盾,且彼此无强弱之分。该框架是形式德性逻辑领域的重要进展:现有多数方法仅限于命题层次,聚焦义务,且缺乏实现。本框架采用一阶语言RDF,作为语义网的基础知识表示语言,不仅具备理论完备性,还支持对各类不可化解冲突、违规行为及德性模态与上下文约束交互关系的建模与推理。据我们所知,目前尚无文献在统一集成框架中涵盖所有这些方面。文中所有示例、Java代码及本地复现说明均公开于https://github.com/liviorobaldo/conflict-tolerantDeonticTraditionalScheme。

原文摘要 · Abstract (English)

This paper presents a new ontology that implements the well-known Deontic Traditional Scheme in RDFs and SPARQL, fit to handle irresolvable conflicts, i.e., situations in which two or more statements prescribe conflicting obligations, prohibitions, or permissions, with none of them being "stronger" than the other one(s). In our view, this paper marks a significant advancement in standard theoretical research in formal Deontic Logic. Most contemporary approaches in this field are confined to the propositional level, mainly focus on the notion of obligation, and lack implementations. The proposed framework is encoded in RDF, which is not only a first-order language but also the most widely used knowledge representation language, as it forms the foundation of the Semantic Web. Moreover, the proposed computational ontology formalizes all deontic modalities defined in the Deontic Traditional Scheme, without specifically focusing on obligations, and offers constructs to model and reason with various types of irresolvable conflicts, violations, and the interaction between deontic modalities and contextual constraints in a given state of affairs. To the best of our knowledge, no existing approach in the literature addresses all these aspects within a unified integrated framework. All examples presented and discussed in this paper, together with Java code and clear instructions to re-execute them locally, are available at https://github.com/liviorobaldo/conflict-tolerantDeonticTraditionalScheme

德性逻辑RDF语义网冲突处理

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