Conceptual modelling and ontology: Possibilities and pitfalls

被引:63
作者
Weber, Ron [1 ]
机构
[1] University of Queensland, Brisbane, QLD
关键词
Conceptual modelling; Conceptual modelling grammars; Decomposition; Information systems development; Ontology; Real-world semantics; Representation;
D O I
10.4018/jdm.2003070101
中图分类号
学科分类号
摘要
Conceptual modelling is an activity undertaken during information systems development work to build a representation of selected semantics about some real-world domain. Ontological theories have been developed to account for the structure and behavior of the real world in general. In this paper, I discuss why ontological theories can be used to inform conceptual modelling research, practice, and pedagogy. I provide examples from my research to illustrate how a particular ontological theory has enabled me to improve my understanding of certain conceptual modelling practices and grammars. I describe, also, how some colleagues and I have used this theory to generate several counter-intuitive, sometimes surprising predictions about widely advocated conceptual modelling practices - predictions that subsequently were supported in empirical research we undertook. Finally, I discuss several possibilities and pitfalls I perceived to be associated with our using ontological theories to underpin research on conceptual modelling.
引用
收藏
页码:1 / 20
页数:19
相关论文
共 28 条
[1]  
Artale A., Franconi E., Guarino N., Pazzi L., Part-whole relations in object-centered systems: An overview, Data & Knowledge Engineering, 20, pp. 347-383, (1996)
[2]  
Boehm B., Software Engineering Economics, (1981)
[3]  
Bodart F., Sim M., Patel A., Weber R., Should optional properties be used in conceptual modelling? A theory and three empirical tests, Information Systems Research, 12, 4, pp. 384-405, (2001)
[4]  
Bunge M., Treatise on Basic Philosophy: Volume 3: Ontology I: The Furniture of the World, (1977)
[5]  
Burton-Jones A., Weber R., Understanding relationships with attributes in entity-relationship diagrams, Proceedings of the Twentieth Annual International Conference on Information Systems. Charlotte, NC, pp. 214-228, (1999)
[6]  
Floyd C., A comparative evaluation of system development methods, Information System Design Methodologies: Improving the Practice, pp. 19-54, (1986)
[7]  
Gemino A., Empirical methods for comparing system analysis modelling techniques, (1999)
[8]  
Green P., An ontological analysis of information systems analysis and design (ISAD) grammars in upper CASE tools, (1996)
[9]  
Green P., Rosemann M., Integrated process modelling: An ontological evaluation, Information Systems, 25, 2, pp. 73-87, (2000)
[10]  
Formal Ontology in Information Systems, (1998)