Measurement and Quality in Object-Oriented Design

  • Authors:

  • Radu Marinescu

  • Affiliations:

  • "Politehnica" University of Timi°oara

  • Venue:
  • ICSM '05 Proceedings of the 21st IEEE International Conference on Software Maintenance
  • Year:
  • 2005

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Abstract

In order to support the maintenance of object-oriented software systems, the quality of their design must be evaluated using adequate quantification means. In spite of the current extensive use of metrics, if used in isolation, metrics are oftentimes too fine grained to quantify comprehensively an investigated aspect of the design. To help the software engineer detect and localize design problems, the novel detection strategy mechanism isdefined so that deviations from good-design principles and heuristics are quantified in form of metrics-based rules. Using detection strategies an engineer can directly localize classes or methods affected by a particular design flaw (e.g. God Class), rather than having to infer the real design problem from a large set of abnormal metric values. In order to reach the ultimate goal of bridging the gap between qualitative and quantitative statements about design, the dissertation proposes a novel type of quality model, called Factor-Strategy. In contrast to traditional quality models that express the goodness of design in terms of a set of metrics, this novel model relates explicitly the quality of a design to its conformance with a set of essential principles, rules and heuristics, which are quantified using detection strategies.