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Ontology-driven Generation of Training Paths in the Legal Domain

机译:法律领域中本体驱动的培训路径的生成

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This paper presents a methodology for helping citizens obtain guidance and training when submitting a natural language description of a legal case they are interested in. This is done via an automatic mechanism, which firstly extracts relevant legal concepts from the given textual description, by relying upon an underlying legal ontology built for such a purpose and an enrichment process based on common-sense knowledge. Then, it proceeds to generate a training path meant to provide citizens with a better understanding of the legal issues arising from the given case, with corresponding links to relevant laws and jurisprudence retrieved from an external legal repository. This work de-scribes the creation of the underlying legal ontology from existing sources and the ontology integration algorithm used for its production; besides, it details the generation of the training paths and reports the results of the preliminary experimentation that has been carried out so far. This methodology has been implemented in an Online Dispute Resolution (ODR) system that is part of an Italian initiative for assisted legal mediation.
机译:本文提出了一种方法,可以帮助市民在提交对其感兴趣的法律案件的自然语言描述时获得指导和培训。这是通过一种自动机制完成的,该机制首先通过依赖于给定文本描述中提取相关的法律概念。为此目的而建立的基础法律本体,以及基于常识的丰富过程。然后,它继续生成一条培训路径,旨在使公民更好地了解给定案件引起的法律问题,并具有从外部法律资源库中检索到的相关法律和法学的相应链接。这项工作描述了从现有资源中创建基础法律本体以及用于其生产的本体集成算法的过程;此外,它详细介绍了训练路径的生成,并报告了到目前为止已进行的初步实验的结果。该方法已在在线争议解决(ODR)系统中实施,该系统是意大利协助法律调解计划的一部分。

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