Improving quality in conceptual modeling

  • Authors:
  • Tauqeer Hussain;Shafay Shamail;Mian M. Awais

  • Affiliations:
  • LUMS, DHA, Lahore, Pakistan;LUMS, DHA, Lahore, Pakistan;LUMS, DHA, Lahore, Pakistan

  • Venue:
  • OOPSLA '04 Companion to the 19th annual ACM SIGPLAN conference on Object-oriented programming systems, languages, and applications
  • Year:
  • 2004

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Abstract

Quality of a conceptual model can be defined along three dimensions - syntax, semantics and pragmatic. Pragmatic quality has been improved in the literature through schema transformations. We suggest an approach that also improves the semantic quality by schema transformations. A semantic quality parameter 'extent of normalization' is defined. Based on this parameter and functional dependencies from problem domain, a set of rules is suggested to improve a given conceptual model. We also show that relational schema produced after these transformations is normalized up to 3NF at least.