Ontology Framework for Judgment Modelling

The paper shows how to model judgments starting from the text and capturing not only the structural parts, but also the basic arguments used by the judge to reach its conclusions. We have also included a qualification of citations following the Shepard's method. The goal of this approach is to build a complete ontology framework capable of detecting and modelling knowledge directly from the judgment's text, providing the basic metadata to the logic and reasoning layers.

[1]  Guido Governatori,et al.  Rules and Norms: Requirements for Rule Interchange Languages in the Legal Domain , 2009, RuleML.

[2]  L. Mommers Ontologies in the Legal Domain , 2010 .

[3]  Giuseppe Contissa,et al.  Fill the Gap in the Legal Knowledge Modelling , 2009, RuleML.

[4]  Giovanni Sartor Legal concepts as inferential nodes and ontological categories , 2009 .

[5]  Aldo Gangemi,et al.  Design Patterns for Legal Ontology Constructions , 2007, LOAIT.

[6]  Trevor J. M. Bench-Capon,et al.  Towards formalising argumentation about legal cases , 2011, ICAIL.

[7]  Kevin D. Ashley,et al.  Generating legal arguments and predictions from case texts , 2005, ICAIL '05.

[8]  Rinke Hoekstra,et al.  The LKIF Core Ontology of Basic Legal Concepts , 2007, LOAIT.

[9]  Fabio Vitali,et al.  MetaLex XML and the Legal Knowledge Interchange Format , 2008, Computable Models of the Law, Languages, Dialogues, Games, Ontologies.

[10]  Fabio Vitali,et al.  Multi-layer Markup and Ontological Structures in Akoma Ntoso , 2009, AICOL Workshops.

[11]  Pompeu Casanovas,et al.  Computable Models of the Law, Languages, Dialogues, Games, Ontologies , 2008, Computable Models of the Law, Languages, Dialogues, Games, Ontologies.

[12]  Trevor J. M. Bench-Capon,et al.  Isomorphism and argumentation , 2009, ICAIL.

[13]  Thomas F. Gordon,et al.  Constructing Legal Arguments with Rules in the Legal Knowledge Interchange Format (LKIF) , 2008, Computable Models of the Law, Languages, Dialogues, Games, Ontologies.

[14]  Douglas Walton,et al.  Legal reasoning with argumentation schemes , 2009, ICAIL.

[15]  Guido Governatori,et al.  Rule Interchange and Applications, International Symposium, RuleML 2009, Las Vegas, Nevada, USA, November 5-7, 2009. Proceedings , 2009, RuleML.

[16]  Mario G. Losano I grandi sistemi giuridici : introduzione ai diritti europei ed extraeuropei , 1978 .

[17]  Trevor J. M. Bench-Capon,et al.  Using argument schemes for hypothetical reasoning in law , 2010, Artificial Intelligence and Law.

[18]  Kevin D. Ashley Ontological requirements for analogical, teleological, and hypothetical legal reasoning , 2009, ICAIL.