Ontology-driven conceptual modeling : model comprehension, ontology selection, and method complexity

[1]  Marta Indulska,et al.  The ontological deficiencies of process modeling in practice , 2010, Eur. J. Inf. Syst..

[2]  Giancarlo Guizzardi,et al.  On Ontology, ontologies, Conceptualizations, Modeling Languages, and (Meta)Models , 2007, DB&IS.

[3]  Ron Weber,et al.  Thirty Years Later: Some Reflections on Ontological Analysis in Conceptual Modeling , 2017, J. Database Manag..

[4]  Marta Indulska,et al.  Modeling languages for business processes and business rules: A representational analysis , 2009, Inf. Syst..

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

[6]  Geert Poels,et al.  3D vs. 4D Ontologies in Enterprise Modeling , 2014, ER Workshops.

[7]  Kai Petersen,et al.  Systematic Mapping Studies in Software Engineering , 2008, EASE.

[8]  Michael Grüninger,et al.  Ontologies to Support Process Integration in Enterprise Engineering , 2000, Comput. Math. Organ. Theory.

[9]  Marta Indulska,et al.  How good is BPMN really? Insights from theory and practice , 2006, ECIS.

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

[11]  Carsten Felden,et al.  Ontological analysis of value models , 2011, ECIS.

[12]  Geert Poels,et al.  Towards Ontology-Driven Information Systems: Redesign and Formalization of the REA Ontology , 2007, BIS.

[13]  Gerd Wagner,et al.  Ontologies, Meta-models, and the Model-Driven Paradigm , 2006, Ontologies for Software Engineering and Software Technology.

[14]  Simon K. Milton,et al.  Data Modelling Languages: An Ontological Study , 2001, ECIS.

[15]  Giancarlo Guizzardi,et al.  On the role of domain ontologies in the design of domain-specific visual modeling langages , 2002, OOPSLA 2002.

[16]  Ron Weber,et al.  An Ontological Model of an Information System , 1990, IEEE Trans. Software Eng..

[17]  Marta Indulska,et al.  How do practitioners use conceptual modeling in practice? , 2006, Data Knowl. Eng..

[18]  Giancarlo Guizzardi,et al.  A Common Foundational Theory for Bridging Two Levels in Ontology-Driven Conceptual Modeling , 2012, SLE.

[19]  Joerg Evermann,et al.  Ontology based object-oriented domain modelling: fundamental concepts , 2005, Requirements Engineering.

[20]  Sergio de Cesare,et al.  Toward a Perdurantist Ontology of Contracts , 2012, CAiSE Workshops.

[21]  Oscar Pastor,et al.  Model-driven architecture in practice - a software production environment based on conceptual modeling , 2007 .

[22]  Iris Vessey,et al.  Requirements specification: learning object, process, and data methodologies , 1994, CACM.

[23]  Mark Lycett,et al.  An Ontological Approach for Recovering Legacy Business Content , 2005, Proceedings of the 38th Annual Hawaii International Conference on System Sciences.

[24]  Giuseppe Berio,et al.  New perspectives in ontological analysis: Guidelines and rules for incorporating modelling languages into UEML , 2012, Inf. Syst..

[25]  Nicola Guarino,et al.  Formal Ontology and Information Systems , 1998 .

[26]  Joerg Evermann,et al.  Ontology Based Object-Oriented Domain Modeling: Representing Behavior , 2009, J. Database Manag..

[27]  M. Bunge.  Treatise on basic philosophy , 1974 .

[28]  Brian Henderson-Sellers,et al.  A Template for Defining Enterprise Modeling Constructs , 2004, J. Database Manag..

[29]  Gabor Karsai,et al.  A domain-specific visual language for domain model evolution , 2004, J. Vis. Lang. Comput..

[30]  Giancarlo Guizzardi,et al.  An ontological approach to domain engineering , 2002, SEKE '02.

[31]  João Paulo A. Almeida,et al.  Representing Organizational Structures in an Enterprise Architecture Language , 2014, FOMI@FOIS.

[32]  Mario Piattini,et al.  A conceptual modeling quality framework , 2011, Software Quality Journal.

[33]  Frederik Gailly,et al.  A requirements analysis of a method for harmonizing the conceptual modeling language , the ontology and the model setting , 2015 .

[34]  Michael Rosemann,et al.  Developing a meta model for the Bunge-Wand-Weber ontological constructs , 2002, Inf. Syst..

[35]  Graeme G. Shanks,et al.  Representing part-whole relations in conceptual modeling: an empirical evaluation , 2008 .

[36]  Yair Wand,et al.  Theoretical foundations for conceptual modelling in information systems development , 1995, Decis. Support Syst..

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

[38]  Daniel L. Moody,et al.  The method evaluation model: a theoretical model for validating information systems design methods , 2003, ECIS.

[39]  Amela Karahasanovic,et al.  A survey of controlled experiments in software engineering , 2005, IEEE Transactions on Software Engineering.

[40]  Veda C. Storey,et al.  Genres of Inquiry in Design-Science Research: Justification and Evaluation of Knowledge Production , 2015, MIS Q..

[41]  Mike Uschold,et al.  A Framework for Understanding and Classifying Ontology Applications , 1999 .

[42]  John F. Sowa,et al.  Knowledge representation: logical, philosophical, and computational foundations , 2000 .

[43]  Pearl Brereton,et al.  Lessons from applying the systematic literature review process within the software engineering domain , 2007, J. Syst. Softw..

[44]  Yair Wand,et al.  The Effect of Domain Familiarity on Modelling Roles: an Empirical Study , 2009, PACIS.

[45]  Veda C. Storey,et al.  An ontological analysis of the relationship construct in conceptual modeling , 1999, TODS.

[46]  Terry Winograd,et al.  Bringing Design to Software , 1996 .

[47]  William E. McCarthy,et al.  An ontological analysis of the economic primitives of the extended-REA enterprise information architecture , 2002, Int. J. Account. Inf. Syst..

[48]  Ramez Elmasri,et al.  Fundamentals of Database Systems , 1989 .

[49]  Jan Recker,et al.  The measurement of perceived ontological deficiencies of conceptual modeling grammars , 2010, Data Knowl. Eng..

[50]  Jan Recker,et al.  Measuring Perceived Representaional Deficiencies in Conceptual Modeling: Instrument Development and Test , 2008, ICIS.

[51]  Frederik Gailly,et al.  An Exploratory Analysis on the Comprehension of 3D and 4D Ontology-Driven Conceptual Models , 2016, ER Workshops.

[52]  Michael Rosemann,et al.  Integrated Process Modeling: An Ontological Evaluation , 2000, Inf. Syst..

[53]  Ron Weber,et al.  On the deep structure of information systems , 1995, Inf. Syst. J..

[54]  Sophie Cockroft,et al.  Ontological Clarity and Comprehension in Health Data Models , 2005, AMCIS.

[55]  Andrew Gemino,et al.  Complexity and clarity in conceptual modeling: Comparison of mandatory and optional properties , 2005, Data Knowl. Eng..

[56]  José Ambrosio Toval Álvarez,et al.  A systematic review of UML model consistency management , 2009, Inf. Softw. Technol..

[57]  Irit Hadar,et al.  Applying ontology-based rules to conceptual modeling: a reflection on modeling decision making , 2007, Eur. J. Inf. Syst..

[58]  Geert Poels,et al.  Faculteit Economie En Bedrijfskunde Tweekerkenstraat 2 B-9000 Gent Ontology-driven Business Modelling: Improving the Conceptual Representation of the Rea Ontology Ontology-driven Business Modelling: Improving the Conceptual Representation of the Rea Ontology , 2022 .

[59]  Adam Pease,et al.  IEEE standard upper ontology: a progress report , 2002, The Knowledge Engineering Review.

[60]  Jaap Gordijn,et al.  Towards a Reference Ontology for Business Models , 2006, ER.

[61]  Thierry Declerck,et al.  A Framework for Temporal Representation and Reasoning in Business Intelligence Applications , 2008, AAAI Spring Symposium: AI Meets Business Rules and Process Management.

[62]  Boris Wyssusek,et al.  On Ontological Foundations of Conceptual Modelling , 2006, Scand. J. Inf. Syst..

[63]  Marta Indulska,et al.  A Reference Methodology for Conducting Ontological Analyses , 2004, ER.

[64]  Gerd Wagner,et al.  Towards ontological foundations for conceptual modeling: The unified foundational ontology (UFO) story , 2015, Appl. Ontology.

[65]  Giuseppe Berio,et al.  An ontology for enterprise and information systems modelling , 2012, Appl. Ontology.

[66]  Joerg Evermann,et al.  Toward formalizing domain modeling semantics in language syntax , 2005, IEEE Transactions on Software Engineering.

[67]  Giancarlo Guizzardi,et al.  Applying and extending a semantic foundation for role-related concepts in enterprise modelling , 2009, Enterp. Inf. Syst..

[68]  Ron Weber,et al.  Ontological Clarity, Cognitive Engagement, and Conceptual Model Quality Evaluation: An Experimental Investigation , 2012, J. Assoc. Inf. Syst..

[69]  Brian Henderson-Sellers,et al.  Grounding the OML metamodel in ontology , 2001, J. Syst. Softw..

[70]  Steffen Staab,et al.  Designing core ontologies , 2011, Appl. Ontology.

[71]  William E. McCarthy,et al.  The Ontological Foundation of REA Enterprise Information Systems , 2000 .

[72]  Geert Poels,et al.  Evaluating quality of conceptual modelling scripts based on user perceptions , 2007, Data Knowl. Eng..

[73]  Giancarlo Guizzardi,et al.  Design Patterns and Inductive Modeling Rules to Support the Construction of Ontologically Well-Founded Conceptual Models in OntoUML , 2011, CAiSE Workshops.

[74]  Nicola Guarino,et al.  Supporting ontological analysis of taxonomic relationships , 2001, Data Knowl. Eng..

[75]  Tore Dybå,et al.  Applying Systematic Reviews to Diverse Study Types: An Experience Report , 2007, First International Symposium on Empirical Software Engineering and Measurement (ESEM 2007).

[76]  Geert Poels,et al.  Ontological Reengineering of the REA-EO Using UFO , 2009, OOPSLA 2009.

[77]  Joerg Evermann,et al.  Guidelines for using UML association classes and their effect on domain understanding in requirements engineering , 2012, Requirements Engineering.

[78]  Marta Indulska,et al.  Challenging the Philosophical Foundations of Modeling Organizational Reality: The Case of Process Modeling , 2013, ICIS.

[79]  Steffen Staab,et al.  An ontology-based framework for domain-specific modeling , 2014, Software & Systems Modeling.

[80]  Jan Recker,et al.  Epistemological perspectives on ontology-based theories for conceptual modeling , 2008, Appl. Ontology.

[81]  H. Herre,et al.  Ontological Categories in GOL , 2004 .

[82]  Marta Indulska,et al.  Complementary Use of Modeling Grammars , 2011, Scand. J. Inf. Syst..

[83]  Keng Siau,et al.  Evaluation techniques for systems analysis and design modelling methods – a review and comparative analysis , 2011, Inf. Syst. J..

[84]  Jeffrey Parsons.  An Experimental Study of the Effects of Representing Property Precedence on the Comprehension of Conceptual Schemas , 2011, J. Assoc. Inf. Syst..

[85]  Françoise Détienne,et al.  Object-Oriented Program Comprehension: Effect of Expertise, Task and Phase , 2002, Empirical Software Engineering.

[86]  Peter Meso,et al.  Conceptualizing Systems for Understanding: An Empirical Test of Decomposition Principles in Object-Oriented Analysis , 2006, Inf. Syst. Res..

[87]  Kai Petersen,et al.  Measuring and predicting software productivity: A systematic map and review , 2011, Inf. Softw. Technol..

[88]  Françoise Détienne,et al.  Quantitative Measurements of the Influence of Participant Roles during Peer Review Meetings , 2001, Empirical Software Engineering.

[89]  Mark Lycett,et al.  Improving Model Quality Through Foundational Ontologies: Two Contrasting Approaches to the Representation of Roles , 2015, ER Workshops.

[90]  Michael Healy,et al.  Theory and Applications of Ontology: Computer Applications , 2010 .

[91]  Werner Esswein,et al.  Toward a formal research framework for ontological analyses , 2007, Adv. Eng. Informatics.

[92]  Giancarlo Guizzardi,et al.  Can BPMN Be Used for Making Simulation Models? , 2011, EOMAS.

[93]  Marta Indulska,et al.  Candidate interoperability standards: An ontological overlap analysis , 2007, Data Knowl. Eng..

[94]  Giancarlo Guizzardi,et al.  Organizing Ontology Design Patterns as Ontology Pattern Languages , 2013, ESWC.

[95]  Patrick E. McKnight,et al.  Mann‐Whitney U Test , 2010 .

[96]  Mark Lycett,et al.  Conceptual Modelling and The Quality of Ontologies: Endurantism Vs. Perdurantism , 2012, ArXiv.

[97]  Jan Recker,et al.  Continued use of process modeling grammars: the impact of individual difference factors , 2010, Eur. J. Inf. Syst..

[98]  Ron Weber,et al.  Improving the Semantics of Conceptual-Modeling Grammars: A New Perspective on an Old Problem , 2013, ICIS.

[99]  Joerg Evermann,et al.  The Association Construct in Conceptual Modelling - An Analysis Using the Bunge Ontological Model , 2005, CAiSE.

[100]  Olivier Bodenreider,et al.  Ontology Summit 2007 - Ontology, taxonomy, folksonomy: Understanding the distinctions , 2008, Appl. Ontology.

[101]  John Krogstie.  Model-Based Development and Evolution of Information Systems: A Quality Approach , 2012 .

[102]  Timothy A. Johnson,et al.  Endurantism, Perdurantism and Special Relativity , 2003 .

[103]  Geert Poels,et al.  Ontology-driven conceptual modeling: A systematic literature mapping and review , 2015, Appl. Ontology.

[104]  M Mernik,et al.  When and how to develop domain-specific languages , 2005, CSUR.

[105]  Frederik Gailly,et al.  An Ontological Analysis Framework for Domain-Specific Modeling Languages , 2018, J. Database Manag..

[106]  Giancarlo Guizzardi,et al.  An ontology-based analysis and semantics for organizational structure modeling in the ARIS method , 2013, Inf. Syst..

[107]  Rajiv Kishore,et al.  Ontological Analysis of the MibML Grammar using the Bunge-Wand-Weber Model , 2004, AMCIS.

[108]  Giancarlo Guizzardi,et al.  An ontology-based semantic foundation for ARIS EPCs , 2010, SAC '10.

[109]  Pearl Brereton,et al.  Performing systematic literature reviews in software engineering , 2006, ICSE.

[110]  Marten van Sinderen,et al.  An Ontology-Based Semantics for the Motivation Extension to ArchiMate , 2011, 2011 IEEE 15th International Enterprise Distributed Object Computing Conference.

[111]  Joerg Evermann,et al.  Associations and Mutual Properties - An Experimental Assessment , 2008, AMCIS.

[112]  Joerg Evermann,et al.  Evaluating Ontologies: Towards a Cognitive Measure of Quality , 2007, 2007 Eleventh International IEEE EDOC Conference Workshop.

[113]  Mark S. Fox,et al.  The Role of Competency Questions in Enterprise Engineering , 1995 .

[114]  Nicola Guarino,et al.  Ontological Analysis of Taxonomic Relationships , 2000, ER.

[115]  Ron Weber,et al.  Is Use of Optional Attributes and Associations in Conceptual Modeling Always Problematic? Theory and Empirical Tests , 2012, ICIS.

[116]  Yair Wand,et al.  Ontology as a foundation for meta-modelling and method engineering , 1996, Inf. Softw. Technol..

[117]  Nicola Guarino,et al.  Identity, Unity, and Individuality: Towards a Formal Toolkit for Ontological Analysis , 2000, ECAI.

[118]  Michael Uschold,et al.  Ontologies: principles, methods and applications , 1996, The Knowledge Engineering Review.

[119]  Frantz Rowe,et al.  What literature review is not: diversity, boundaries and recommendations , 2014, Eur. J. Inf. Syst..

[120]  Jeffrey G. Gray,et al.  Using Ontologies in the Domain Analysis of Domain-Specific Languages , 2009, TWOMDE@MoDELS.

[121]  Palash Bera,et al.  Analyzing the Cognitive Difficulties for Developing and Using UML Class Diagrams for Domain Understanding , 2012, J. Database Manag..

[122]  Luís Ferreira Pires,et al.  Modeling resources and capabilities in enterprise architecture: A well-founded ontology-based proposal for ArchiMate , 2015, Inf. Syst..

[123]  P. Bacchetti,et al.  Sample size calculations in clinical research. , 2002, Anesthesiology.

[124]  Alan R. Hevner,et al.  Design Science in Information Systems Research , 2004, MIS Q..

[125]  Jan Pries-Heje,et al.  A Comprehensive Framework for Evaluation in Design Science Research 1 , 2022 .

[126]  Joerg Evermann,et al.  Ontological Modeling Rules for UML: An Empirical Assessment , 2006, J. Comput. Inf. Syst..

[127]  Giancarlo Guizzardi,et al.  Ontology-Based Evaluation and Design of Visual Conceptual Modeling Languages , 2013, Domain Engineering, Product Lines, Languages, and Conceptual Models.

[128]  Frederik Gailly,et al.  Insights on the Use and Application of Ontology and Conceptual Modeling Languages in Ontology-Driven Conceptual Modeling , 2016, ER.

[129]  Geert Poels,et al.  Faculteit Economie En Bedrijfskunde Hoveniersberg 24 B-9000 Gent Object Class or Association Class? Testing the User Effect on Cardinality Interpretation , 2022 .

[130]  Rajiv Kishore,et al.  Semantics of the MibML Conceptual Modeling Grammar: An Ontological Analysis Using the Bunge-Wang-Weber Framework , 2007, J. Database Manag..

[131]  Textbook Equity Edition.  Information Systems for Business and Beyond , 2014 .

[132]  Daniel L. Moody,et al.  Theoretical and practical issues in evaluating the quality of conceptual models: current state and future directions , 2005, Data Knowl. Eng..

[133]  Jahangir Karimi,et al.  Strategic Planning for Information Systems: Requirements and Information Engineering Methods , 1988, J. Manag. Inf. Syst..

[134]  Ron Weber,et al.  On the ontological expressiveness of information systems analysis and design grammars , 1993, Inf. Syst. J..

[135]  T. Honderich.  The Oxford Companion to Philosophy , 1995 .

[136]  Claes Wohlin,et al.  Empirical software engineering experts on the use of students and professionals in experiments , 2017, Empirical Software Engineering.

[137]  Guido L. Geerts,et al.  A design science research methodology and its application to accounting information systems research , 2011, Int. J. Account. Inf. Syst..

[138]  Alan R. Hevner,et al.  The Three Cycle View of Design Science , 2007, Scand. J. Inf. Syst..

[139]  Roel Wieringa,et al.  Design Science Methodology for Information Systems and Software Engineering , 2014, Springer Berlin Heidelberg.

[140]  Chris Partridge.  Business Objects: Re-engineering for Re-use , 1996 .

[141]  Salvatore T. March,et al.  Toward a Social Ontology for Conceptual Modeling , 2014, Commun. Assoc. Inf. Syst..

[142]  Marta Indulska,et al.  Do Ontological Deficiencies in Modeling Grammars Matter? , 2011, MIS Q..

[143]  Frederik Gailly,et al.  Complexity in ontology-driven conceptual modeling , 2016 .

[144]  R. Chisholm.  A Realistic Theory of Categories: An Essay on Ontology , 1998 .

[145]  Brian Henderson-Sellers,et al.  Ontological Evaluation of the UML Using the Bunge–Wand–Weber Model , 2002, Software and Systems Modeling.

[146]  Giancarlo Guizzardi,et al.  An ontological analysis of the notion of community in the RM-ODP enterprise language , 2013, Comput. Stand. Interfaces.

[147]  Ron Weber,et al.  Understanding relationships with attributes in entity-relationship diagrams , 1999, ICIS.

[148]  Aldo Gangemi,et al.  Ontology Design Patterns for Semantic Web Content , 2005, SEMWEB.

[149]  Dinesh Batra,et al.  Conceptual data modelling in theory and practice , 1995 .

[150]  Arne Sølvberg,et al.  Understanding quality in conceptual modeling , 1994, IEEE Software.

[151]  Erwin Fielt,et al.  European Conference on Information Systems ( ECIS ) Summer 10-6-2011 A SYSTEMATIC , TOOL-SUPPORTED METHOD FOR CONDUCTING LITERATURE REVIEWS IN INFORMATION SYSTEMS , 2017 .

[152]  Marta Indulska,et al.  Do Process Modelling Techniques Get Better? A Comparative Ontological Analysis of BPMN , 2005 .

[153]  D DavisFred.  Perceived usefulness, perceived ease of use, and user acceptance of information technology , 1989 .

[154]  Giancarlo Guizzardi,et al.  Using a trope-based foundational ontology for bridging different areas of concern in ontology-driven conceptual modeling , 2014, Sci. Comput. Program..

[155]  Heinrich Herre,et al.  A Meta-ontological Architecture for Foundational Ontologies , 2005, OTM Conferences.

[156]  Alan R. Hevner,et al.  POSITIONING AND PRESENTING DESIGN SCIENCE RESEARCH FOR MAXIMUM IMPACT 1 , 2013 .

[157]  Izak Benbasat,et al.  Empirical Research in Information Systems: The Practice of Relevance , 1999, MIS Q..

[158]  Albert Endres,et al.  A handbook of software and systems engineering - empirical observations, laws and theories , 2003, The Fraunhofer IESE series on software engineering.

[159]  Brian Henderson-Sellers,et al.  On the Mathematics of Modelling, Metamodelling, Ontologies and Modelling Languages , 2012, SpringerBriefs in Computer Science.

[160]  William E. McCarthy,et al.  Policy-Level Specifications in REA Enterprise Information Systems , 2006, J. Inf. Syst..

[161]  Christopher Partridge,et al.  BORO as a Foundation to Enterprise Ontology , 2016, J. Inf. Syst..

[162]  Giancarlo Guizzardi.  Ontological Foundations for Conceptual Modeling with Applications , 2012, CAiSE.

[163]  Luís Ferreira Pires,et al.  An Ontology-Based Well-Founded Proposal for Modeling Resources and Capabilities in ArchiMate , 2013, 2013 17th IEEE International Enterprise Distributed Object Computing Conference.

[164]  Peter Fettke,et al.  How Conceptual Modeling Is Used , 2009, Commun. Assoc. Inf. Syst..

[165]  Luís Ferreira Pires,et al.  A commitment-based reference ontology for services , 2015, Inf. Syst..

[166]  Claes Wohlin,et al.  Experimentation in Software Engineering , 2000, The Kluwer International Series in Software Engineering.

[167]  Nicola Guarino,et al.  Formal ontology, conceptual analysis and knowledge representation , 1995, Int. J. Hum. Comput. Stud..

[168]  Robert L. Ashenhurst,et al.  Ontological aspects of information modeling , 1996, Minds and Machines.

[169]  Veda C. Storey,et al.  Conceptual Modeling Meets Domain Ontology Development: A Reconciliation , 2017, J. Database Manag..

[170]  Arash Saghafi,et al.  Do Ontological Guidelines Improve Understandability of Conceptual Models? A Meta-analysis of Empirical Work , 2014, 2014 47th Hawaii International Conference on System Sciences.

[171]  Ron Weber,et al.  Research Commentary: Information Systems and Conceptual Modeling - A Research Agenda , 2002, Inf. Syst. Res..

[172]  Ricardo de Almeida Falbo,et al.  An Ontological Analysis of Service Modeling at ArchiMate's Business Layer , 2014, 2014 IEEE 18th International Enterprise Distributed Object Computing Conference.