Application of Ontology Modularization for Building a Criminal Domain Ontology

The Ontology modularization is an essential field in the ontology engineering domain helping to reduce the complexity and the difficulties of building, reusing, managing and reasoning on domain ontologies either by applying partitioning or composition approaches. This paper carries out a survey on ontology modularization and presents a modular approach to build criminal modular domain ontology (CriMOnto) for modelling the legal norms of the Lebanese criminal system. CriMOnto, which will be used later for a legal reasoning system, is composed of four independent modules. The modules will be combined together to compose the whole ontology.

[1]  Anilton Salles Garcia,et al.  An Automated Transformation from OntoUML to OWL and SWRL , 2013, ONTOBRAS.

[2]  Fons J. Verbeek,et al.  Creating a new Ontology: a Modular Approach , 2010, SWAT4LS.

[3]  Joel Luis Carbonera,et al.  Using Events from UFO-B in an Ontology Collaborative Construction Environment , 2012, ONTOBRAS-MOST.

[4]  Bijan Parsia,et al.  The Modular Structure of an Ontology: Atomic Decomposition and Module Count , 2011, WoMO.

[5]  Boris Motik,et al.  OWL 2: The next step for OWL , 2008, J. Web Semant..

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

[7]  Thomas Studer Privacy Preserving Modules for Ontologies , 2009, Ershov Memorial Conference.

[8]  Nicola Guarino,et al.  An Ontology of Meta-Level Categories , 1994, KR.

[9]  Francky Trichet,et al.  Integrating Domain Ontologies into Knowledge-Based Systems , 2005, FLAIRS Conference.

[10]  Marko Grobelnik,et al.  A SURVEY OF ONTOLOGY EVALUATION TECHNIQUES , 2005 .

[11]  Bernardo Cuenca Grau,et al.  History Matters: Incremental Ontology Reasoning Using Modules , 2007, ISWC/ASWC.

[12]  Jérôme Euzenat,et al.  An approach for ontology modularization , 2009 .

[13]  Aldo Gangemi,et al.  Inflammation ontology design pattern: an exercise in building a core biomedical ontology with descriptions and situations. , 2004, Studies in health technology and informatics.

[14]  Michel C. A. Klein,et al.  Integrity and Change in Modular Ontologies , 2003, IJCAI.

[15]  Gerd Wagner,et al.  A Unified Foundational Ontology and some Applications of it in Business Modeling , 2004, CAiSE Workshops.

[16]  Jérôme Euzenat,et al.  Semantic Precision and Recall for Ontology Alignment Evaluation , 2007, IJCAI.

[17]  Mohamad Khalil,et al.  Ontology Learning Process as a Bottom-up Strategy for Building Domain-specific Ontology from Legal Texts , 2017, ICAART.

[18]  Mathieu d'Aquin,et al.  Characterizing Modular Ontologies , 2012, WoMO.

[19]  Yimin Wang,et al.  Evaluating Formalisms for Modular Ontologies in Distributed Information Systems , 2007, RR.

[20]  Gerd Wagner,et al.  Towards Ontological Foundations for the Conceptual Modeling of Events , 2013, ER.

[21]  Mehul Bhatt,et al.  Modular Ontologies for Architectural Design , 2009, FOMI.

[22]  Giancarlo Guizzardi,et al.  Ontological foundations for structural conceptual models , 2005 .

[23]  Stefano Borgo Goals of Modularity: A Voice from the Foundational Viewpoint , 2011, WoMO.

[24]  Ian Horrocks,et al.  Ontology Integration Using Mappings: Towards Getting the Right Logical Consequences , 2009, ESWC.

[25]  Mariano Fernández-López,et al.  Ontological Engineering , 2003, Encyclopedia of Database Systems.

[26]  G. Guizzardi,et al.  The role of foundational ontologies for conceptual modeling and domain ontology representation , 2006, 2006 7th International Baltic Conference on Databases and Information Systems.

[27]  George A. Miller,et al.  WordNet: A Lexical Database for English , 1995, HLT.

[28]  Luciano Serafini,et al.  Distributed Description Logics: Assimilating Information from Peer Sources , 2003, J. Data Semant..

[29]  Gerd Wagner,et al.  Using the Unified Foundational Ontology (UFO) as a Foundation for General Conceptual Modeling Languages , 2010 .

[30]  Jérôme Euzenat,et al.  ModOnto: A Tool for Modularizing Ontologies , 2008, WONTO.

[31]  Stefano Spaccapietra,et al.  Modular Ontologies: Concepts, Theories and Techniques for Knowledge Modularization , 2009, Modular Ontologies.

[32]  Bob J. Wielinga,et al.  Using explicit ontologies in KBS development , 1997, Int. J. Hum. Comput. Stud..

[33]  Giancarlo Guizzardi,et al.  Towards Ontological Foundations for Agent Modelling Concepts Using the Unified Fundational Ontology (UFO) , 2004, AOIS.

[34]  C. Maria Keet,et al.  Toward a framework for ontology modularity , 2015, SAICSIT '15.

[35]  Yugyung Lee,et al.  OntoKhoj: a semantic web portal for ontology searching, ranking and classification , 2003, WIDM '03.

[36]  Bernardo Cuenca Grau,et al.  Modular Ontology Languages Revisited , 2007 .

[37]  Giancarlo Guizzardi,et al.  OntoUML Lightweight Editor: A Model-Based Environment to Build, Evaluate and Implement Reference Ontologies , 2015, 2015 IEEE 19th International Enterprise Distributed Object Computing Workshop.

[38]  Nicola Guarino UNDERSTANDING, BUILDING, AND USING ONTOLOGIES , 1997 .

[39]  Christopher G. Chute,et al.  Modular ontology techniques and their applications in the biomedical domain , 2008, 2008 IEEE International Conference on Information Reuse and Integration.

[40]  Mathieu d'Aquin,et al.  Ontology Modularization for Knowledge Selection: Experiments and Evaluations , 2007, DEXA.

[41]  Aldo Gangemi,et al.  Integrating Medical Terminologies with ONIONS Methodology , 1997 .

[42]  Paulo Quaresma,et al.  A Methodology to Create Legal Ontologies in a Logic Programming Information Retrieval System , 2003, Law and the Semantic Web.

[43]  Antonio Moreno,et al.  A dynamic composition of ontology modules approach: application to web query reformulation , 2013, Int. J. Metadata Semant. Ontologies.

[44]  Mark A. Musen,et al.  Creating Mappings For Ontologies in Biomedicine: Simple Methods Work , 2009, AMIA.

[45]  Boris Konev,et al.  Formal Properties of Modularisation , 2009, Modular Ontologies.

[46]  Fons J. Verbeek,et al.  Modular Approach for a New Ontology , 2011, WoMO.

[47]  Chiara Del Vescovo,et al.  The Modular Structure of an Ontology: Atomic Decomposition , 2011, IJCAI.

[48]  Weiru Liu,et al.  A Concept Hierarchy Based Ontology Mapping Approach , 2010, KSEM.

[49]  Michel C. A. Klein,et al.  Reasoning and change management in modular ontologies , 2007, Data Knowl. Eng..

[50]  Habib Abdulrab,et al.  Towards a Middle-out Approach for Building Legal Domain Reference Ontology , 2016 .

[51]  Giancarlo Guizzardi,et al.  Grounding Software Domain Ontologies in the Unified Foundational Ontology (UFO): The case of the ODE Software Process Ontology , 2008, CIbSE.

[52]  Aldo Gangemi,et al.  Modelling Ontology Evaluation and Validation , 2006, ESWC.

[53]  Dhavalkumar Thakker,et al.  A priori ontology modularisation in ill-defined domains , 2011, I-Semantics '11.

[54]  G. Guizzardi,et al.  The role of Foundational Ontologies for Domain Ontology Engineering: a case study in the Software Process Domain , 2008, IEEE Latin America Transactions.

[55]  Timothy W. Finin,et al.  Swoogle: a search and metadata engine for the semantic web , 2004, CIKM '04.

[56]  Robert Tolksdorf,et al.  Case Studies on Ontology Reuse , 2005 .

[57]  Paulo Quaresma,et al.  A Methodology to Create Legal Ontologies in a Logic Programming Based Web Information Retrieval System , 2004, Artificial Intelligence and Law.

[58]  Helena Sofia Pinto,et al.  Ontology Integration: How to perform the Process , 2001, OIS@IJCAI.

[59]  Christopher G. Chute,et al.  Survey of modular ontology techniques and their applications in the biomedical domain , 2009, Integr. Comput. Aided Eng..

[60]  Asunción Gómez-Pérez,et al.  Ontological Reengineering for Reuse , 1999, EKAW.

[61]  Paul Doran,et al.  Ontology reuse via ontology modularisation , 2006 .

[62]  Bijan Parsia,et al.  Modularity and Web Ontologies , 2006, KR.

[63]  Venkata Krishna Chaitanya Turlapati,et al.  Efficient Module Extraction for Large Ontologies , 2013, KESW.

[64]  Simonetta Montemagni,et al.  Integrating a Bottom-Up and Top-Down Methodology for Building Semantic Resources for the Multilingual Legal Domain , 2010, Semantic Processing of Legal Texts.

[65]  Nicola Guarino,et al.  WonderWeb Deliverable D18 Ontology Library , 2003 .

[66]  Stefan Feldmann,et al.  Semantics to the Shop Floor: Towards Ontology Modularization and Reuse in the Automation Domain , 2014 .

[67]  Steffen Staab,et al.  Measuring Similarity between Ontologies , 2002, EKAW.

[68]  Antonio Picariello,et al.  An approach to ontology integration for ontology reuse in knowledge based digital ecosystems , 2015, MEDES.

[69]  Bijan Parsia,et al.  The modular structure of an ontology: an empirical study , 2010, Description Logics.

[70]  Yorick Wilks,et al.  Data Driven Ontology Evaluation , 2004, LREC.

[71]  Yannis Kalfoglou,et al.  Ontology mapping: the state of the art , 2003, The Knowledge Engineering Review.

[72]  Mathieu d'Aquin,et al.  Criteria and Evaluation for Ontology Modularization Techniques , 2009, Modular Ontologies.

[73]  Mauricio Barcellos Almeida,et al.  Applying Foundational Ontologies in Conceptual Modeling: A Case Study in a Brazilian Public Company , 2014, OTM Workshops.

[74]  A. Gómez-Pérez,et al.  Evaluation of ontologies , 2001, Int. J. Intell. Syst..

[75]  Ian Horrocks,et al.  A Logical Framework for Modularity of Ontologies , 2007, IJCAI.

[76]  José Luis Borbinha,et al.  A Modular Ontology for the Enterprise Architecture Domain , 2013, 2013 17th IEEE International Enterprise Distributed Object Computing Conference Workshops.

[77]  H. Sofia Pinto,et al.  Some Issues on Ontology Integration , 1999, IJCAI 1999.

[78]  C. Maria Keet The Use of Foundational Ontologies in Ontology Development: An Empirical Assessment , 2011, ESWC.

[79]  Asunción Gómez-Pérez,et al.  Ontological Engineering: What are Ontologies and How Can We Build Them? , 2007 .