Abstract
This work discusses an ontological model for legal norms of the criminal domain. An ontology-based modelling approach is proposed for this purpose. The approach tends to build a criminal domain ontology and then formalize the legal rules based on it. A middle-out approach is applied for building the criminal domain ontology based on ontology reuse and modularization processes. This approach tends to simplify the complexity and difficulty of ontology building process by reusing foundational and legal core ontologies.
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Notes
- 1.
The Core Legal Ontology (CLO) was developed on top of DOLCE
References
McCarty, L.T.: Intelligent legal information systems: problems and prospects. Rutgers Comput. Technol. Law J. 9(2), 265–294 (1983)
Valente, A., Breuker, J.: Ontologies: the missing link between legal theory and AI & Law. In: Proceedings of Jurix 1994, pp. 138–149 (1994)
Van Gog, R., van Engers, T.M.: Modelling legislation using natural language. In: 2001 IEEE Systems Proceedings, Man and Cybernetics Conference, USA (2001)
Machado, A.L., de Oliveira, J.M.P.: A legal ontology of relationships for civil law system. In: 1st Joint Workshop ONTO.COM/ODISE Proceedings on Ontologies in Conceptual Modeling and Information Systems Engineering (2014)
Kelsen, H.: Pure Theory of Law. The Lawbook Exchange, LTD, Clark (2005)
Gordon, T.F., Governatori, G., Rotolo, A.: Rules and norms: requirements for rule interchange languages in the legal domain. In: Governatori, G., Hall, J., Paschke, A. (eds.) RuleML 2009. LNCS, vol. 5858, pp. 282–296. Springer, Heidelberg (2009). doi:10.1007/978-3-642-04985-9_26
Gostojic, S., Milosavljevic, B.: Ontological model of legal norms for creating and using legal acts. IPSI BgD J. 9(1), 19–25 (2013)
Von Wright, G.H.: Norm and Action. Routledge, London (1963)
Biagioli, C.: Towards a legal rules functional micro-ontology. In: 1st International Workshop Proceedings on Legal Ontologies, University of Melbourne, Law School, Australia (1997)
Heflin, J., Hendler, J.: Semantic interoperability on the web. In: Extreme Markup Languages 2000, p. 16 (2000)
Ouksel, A.M., Sheth, A.: Semantic interoperability in global information systems. ACM SIGMOD Rec. 28, 5–12 (1999)
Palmirani, M., Ognibene, T, Cervone, L.: Legal rules, text and ontologies over time. In: Proceedings of RuleML@ECAI 2012 (2012)
Davis, R., King, J.: The origin of rule-based systems in AI. In: Buchanan, B.G., Shortlie, E.H. (eds.) Rule Based Expert Systems-The MYCIN Experiments of the Stanford Heuristic Programming Project, pp. 20–52. Addison-Wesley, Reading (1984)
Kelsen, H.: General Theory Of Norms. Clarendon, Oxford (1991)
Palmirani, M., Contissa, G., Rubino, R.: Fill the Gap in the Legal Knowledge Modelling. In: RuleML 2009 roceedings, pp. 305–314 (2009)
Boella, G., Governatori, G., Rotolo, A., van der Torre, L.: Lex Minus Dixit Quam Voluit, Lex Magis Dixit Quam Voluit: a formal study on legal compliance and interpretation. In: Casanovas, P., Pagallo, U., Sartor, G., Ajani, G. (eds.) AICOL -2009. LNCS, vol. 6237, pp. 162–183. Springer, Heidelberg (2010). doi:10.1007/978-3-642-16524-5_11
Bench-Capon, T., Coenen, F.: Isomorphism and legal knowledge based systems. Artif. Intell. Law 1(1), 65–86 (1992)
Biagioli, C., Grossi, D.: Formal aspects of legislative meta-drafting. In: Francesconi, E., Sartor, G., Tiscornia, D. (eds.) Proceedings of 2008 Conference on Legal Knowledge and Information Systems: JURIX 2008: 21st Annual Conference, 192–201. IOS Press, Amsterdam (2008)
Sartor, G.: A formal model of legal argumentation. Ratio Juris 7(2), 177–211 (1994)
Gordon, T.: The Legal Knowledge Interchange Format (LKIF). University of Amsterdam, Amsterdam (2008)
Bench-Capon, T.J.M., Gordon, T.F.: Isomorphism and argumentation. In: ICAIL 2009 Proceedings, pp. 11–20 (2009)
Karpf, J.: Quality assurance of legal expert systems. Jurimatics no. 8, Copenhagen Business School (1989)
Cherubini, M., Tiscornia, D.: An ontology-based model of procedural norms and regulated procedures. In: eGov International Conference Proceedings (2008)
Bench-Capon, T., Visser, R.S.: Ontologies in legal information systems; the need for explicit specifications of domain conceptualisations. In: 6th International Conference on Artificial Intelligence and Law Proceedings, pp. 132–141 (1995)
Breuker, J., Casanovas, P., Klein, M.C., Francesconi, E.: The flood, the channels and the dykes: managing legal information in a globalized and digital world. In: Law, Ontologies and the Semantic Web - Channelling the Legal Information Flood. IOS Press (2009)
Valente, A.: Legal knowledge engineering: a modelling approach. Ph.D. thesis, University of Amsterdam, Amsterdam (1995)
Piovesan, L., Molino, G., Terenziani, P.: An ontological knowledge and multiple abstraction level decision support system in healthcare. Decis. Anal. 1(1), 8 (2014)
El Ghosh, M., Naja, H., Abdulrab, H., Khalil, M.: Towards a middle-out approach for building legal domain reference ontology. Int. J. Knowl. Eng. 2(3), 109–114 (2016)
Guizzardi, G.: Ontological Foundations for Structural Conceptual Model. Universal Press, Veenendaal (2005)
Hoekstra, R., Breuker, J., Di Bello, M., Boer, A.: The LKIF core ontology of basic legal concepts. In: Casanovas, P., Biasiotti, M.A., Francesconi, E., Sagri, M.T. (eds.) 2nd Workshop on Legal Ontologies and Artificial Intelligence Techniques, CEUR Workshop Proceedings, pp. 43–63 (2007)
El Ghosh, M., Naja, H., Abdulrab, H., Khalil, M.: Ontology learning process as a bottom-up strategy for building domain-specific ontology from legal texts. In: 9th International Conference on Agents and Artificial Intelligence proceedings, ICAART, vol. 2, pp. 473–480 (2017)
Pinto, H., Martins, J.: Ontology integration: how to perform the process. In: International Joint Conference on Artificial Intelligence Proceedings, pp. 71–80 (2001)
Bontas, E.P., Mochol, M., Tolksdorf, R.: Case studies on ontology reuse. In: IKNOW 2005 International Conference on Knowledge Management Proceedings, vol. 74 (2005)
Caldarola, E.G., Picariello, A., Rinaldim A.M.: An approach to ontology integration for ontology reuse in knowledge based digital ecosystems. In: 7th International Conference on Management of Computational and Collective intElligence in Digital EcoSystems Proceedings, pp. 1–8. ACM (2015)
Modoni, G., Caldarola, E., Terkaj, W., Sacco, M.: The knowledge reuse in an industrial scenario: a case study. In: eKNOW 2015, 7th International Conference on Information, Process, and Knowledge Management, pp. 66–71 (2015)
Hois, J., Bhatt, M., Kutz, O.: Modular ontologies for architectural design. In: FOMI-2009, Proceedings of Frontiers in Artificial Intelligence and Applications, Vicenza, Italy, vol. 198. IOS Press (2009)
Grau, B.C., Horrocks, I., Kazakov, Y., Sattler, U.: A logical framework for modularity of ontologies. In: IJCAI 2007 Proceedings, pp. 298–303. AAAI Press (2007)
Guizzardi, G.: The role of foundational ontology for conceptual modeling and domain ontology representation. In: 7th International Baltic Conference on Databases and Information Systems Proceedings, pp. 17–25 (2006)
Keet, M.: The use of foundational ontologies in ontology development: an empirical assessment. In: 8th Extended Semantic Web Conference Proceedings, Greece, vol. 6643, pp. 321–335 (2011)
Guizzardi, G., Wagner, G.: Using UFO as a foundation for general conceptual modeling languages. In: Poli, R., Healy, M., Kameas, A. (eds.) Theory and Application of Ontologies. Springer, Dordrecht (2010). doi:10.1007/978-90-481-8847-5_8
Guizzardi, G., Wagner, G.: Towards ontological foundations for agent modelling concepts using the unified foundational ontology (UFO). Agent-Oriented Inf. Syst. II(3508), 110–124 (2005)
Guizzardi, G.: Ontological foundations for structural conceptual models. Ph.D. Thesis. Telematica Instituut, Enschede, The Netherlands (2005)
Guerson, J., Sales, T.P., Guizzardi, G., Almeida, J.P.A.: OntoUML lightweight editor: a model-based environment to build, evaluate and implement reference ontologies. In: IEEE 19th International Enterprise Distributed Object Computing Workshop (EDOCW), pp. 144–147. IEEE (2015)
Guizzardi, G., Falbo, R.A., Guizzardi, R.S.S.: Grounding software domain ontologies in the unified foundational ontology (UFO): the case of the ODE software process ontology. In: IberoAmerican Workshop on Requirements Engineering and Software Environments Proceedings, pp. 244–251 (2008)
Guizzardi, G., Wagner, G., Falbo, A., Guizzardi, R.S.S., Almeida, J.P.A.: Towards ontological foundations for the conceptual modeling of events. In: 32th International Conference Proceedings, ER 2013, pp. 327–341 (2013)
Barcelos, P.P.F., dos Santos, V.A., Silva, F.B., Monteiro, M.E., Garcia, A.S.: An automated transformation from OntoUML to OWL and SWRL. In: ONTOBRAS 2013, CEUR Workshop Proceedings, vol. 1041, pp. 130–141 (2013)
Caldarola, E.G., Picariello, A., Rinaldi, A.M.: An approach to ontology integration for ontology reuse in knowledge based digital ecosystems. In: 7th International Conference on Management of Computational and Collective intElligence in Digital EcoSystems Proceedings, pp. 1–8. ACM (2015)
Euzenat, J.: Semantic precision and recall for ontology alignment evaluation. In: IJCAI Proceedings, pp. 348–353 (2007)
Borgida, A., Serafini, L.: Distributed description logics: assimilating information from peer sources. J. Data Semant. 1, 153–184 (2003)
Jimenez-Ruiz, E., Cuenca-Grau, B., Horrocks, I., Berlanga, R.: Ontology integration using mappings: towards getting the right logical consequences. Technical report, Universitat Jaume, University of Oxford (2008)
Cuenca Grau, B., Horrocks, I., Motik, B., Parsia, B., Patel-Schneider, P., Sattler, U.: OWL 2: the next step for OWL. J. Web Semant. 6(4), 309–322 (2008)
Wang, Y., Liu, W., Bell, D.: A concept hierarchy based ontology mapping approach. In: KSEM, pp. 101–113 (2010)
Miller, G.A.: WordNet: a lexical database for english. Commun. ACM 38, 39–41 (1995)
Governatori, G., Rotolo, A.: Logic of violations: a Gentzen system for reasoning with contrary-to-duty obligations. Australas. J. Log. 4, 193–215 (2006)
Sartor, G., Legal concepts: an inferential approach. In: European University Institute, Working Papers Law No. 2008/03 (2008). http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1093627[10.01.2009]
Fiorentini, X., Sudarsan, R., Suh, H., Lee, J., Sriram, R.: An analysis of description logic augmented with domain rules for the development of product models. J. Comput. Inf. Sci. Eng. 10, 1–13 (2010)
Antoniou, G., Damasio, C.V., Grosof, B., Horrocks, I., Kifer, M., Maluszynski, J., Patel-Schneider, P.F.: Combining rules and ontologies - a survey. Deliverables I3-D3, REWERSE, http://rewerse.net/deliverables/m12/i3-d3.pdf. Accessed Mar 2005
Valente, A., Breuker, J., Brouwer, B.: Legal modeling and automated reasoning with ON-LINE. Int. J. Hum.-Comput. Stud. 51(6), 1079–1125 (1999)
Rubino, R., Rotolo, A., Sartor, G.: An OWL ontology of fundamental legal concepts. In: van Engers, T. (ed.) 2006 19th Annual Conference on Legal Knowledge and Information Systems proceedings, JURIX 2006, pp. 101–110. IOS Press, Amsterdam (2006)
Breuker, J., Hoekstra, R., Boer, A., Van den Berg, K., Sartor, G., Rubino, R., Wyner, A., Bench-Capon, T. Palmirani, M.: Deliverable 1.4: OWL ontology of basic legal concepts (LKIF-Core). University of Amsterdam, Amsterdam, The Netherlands (2007)
Gostojić, S., Milosavljević, B., Konjović, Z.: Ontological model of legal norms for creating and using legislation. Comput. Sci. Inf. Syst. 10(1), 151–171 (2013)
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El Ghosh, M., Abdulrab, H., Naja, H., Khalil, M. (2017). A Criminal Domain Ontology for Modelling Legal Norms. In: Esposito, F., Basili, R., Ferilli, S., Lisi, F. (eds) AI*IA 2017 Advances in Artificial Intelligence. AI*IA 2017. Lecture Notes in Computer Science(), vol 10640. Springer, Cham. https://doi.org/10.1007/978-3-319-70169-1_21
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