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논문검색

Design Patterns Consideration in Class Interactions Prediction Development

초록

영어

Customer changing their needs is a typical phenomenon in the software development phase. Predicting impact of a change is needed prior to actual change implementation so that an effective planning can be made. Several high level artifact analysis approaches have been developed including performing the prediction using class interactions. Since design patterns are one of the elements that affect the structure of actual class interactions, this paper proposes a new class interactions prediction approach that considers a design pattern analysis in its process. To demonstrate the design pattern analysis implementation, this paper selects the Boundary-Controller-Entity (BCE) pattern as an instance. A comparison between the new approach (with design pattern analysis) and two selected current approaches (without design pattern analysis) were conducted. The contributions of the paper are: (1) a new class interactions prediction approach; and (2) an evaluation that shows the new approach gives more accurate class interactions prediction than the selected current approaches.

목차

Abstract
 1. Introduction
 2. Related work
 3. Pattern
 4. A new class interactions prediction approach
  4.1. Process 1: Extract Software Elements in Software Artifacts
  4.2. Process 2: Detect Traceability Links
  4.3. Process 3: Develop initial Class Interactions Prediction
  4.4. Process 4: Modify the Initial Class Interactions Prediction
 5. Evaluation Strategy
  5.1. Case Study
  5.2. Evaluation Process
  5.3. Evaluation Metric
  5.4. Threat to Validity
 6. Evaluation Results
  6.1. Results Produced by the Current Approaches (without Pattern Analysis)
  6.2 Results Produced by the Proposed Approach (with Pattern Analysis)
 7. Analysis of Results
 8. Conclusion and Future Work
 References

저자정보

  • Nazri Kama Advanced Informatics School, Universiti Teknologi Malaysia, Computer Science and Software Engineering, The University of Western Australia
  • Tim French Computer Science and Software Engineering, The University of Western Australia
  • Mark Reynolds Computer Science and Software Engineering, The University of Western Australia

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