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논문검색

Detection of Recurring Clones Using Weighted Frequent Itemset Mining

초록

영어

Code clones, the persistent program structures, are explored through a plenty of comprehensive techniques that sustain desirable software maintenance. Detecting the similarities of these code structures, classes, source files or directories ensure progressive development of code clones. There are adequate researches pursued in simple clones. These simple clones, recurrent in characteristics, perhaps, pave the way for the existence of much wider pattern of similarities addressed as structural clones. On the other hand, these structural clones embody large-granularity besides, the design-levels similar to program structures which are repeatedly mapped either to suit the need of designing or application of domain concept. In fact, identification of structural clones help easy comprehension of the system designing, aids software maintenance and authenticates re-engineering. The Identification and Unification of structural clones with generic program structures play a prime role in the comfortable reuse of the program. The strategy devised for this research explores the structural clones using Weighted Frequent Item-set mining (WFIM). WFIM explores the weighted frequent item-set in correspondence to a weight factor. These item-sets when identified for its recurrence in a source file or directory in same relationship are termed as structural clones. The execution of this technique discussed in this paper is performed through the two open source softwares in which the results are validated.

목차

Abstract
 1. An Overview of Code-Cloning
  1.1 Frequent Item Sets
  1.2 Weighted Frequent Item Set
  1.4. Relationship between Clones / Associated Clones
  1.5. Structural Clone
 2. Related Work
 3. Structural Clone Detection
  3.1. Extraction of Simple Clones
  3.2. Simple Clone Occurrence Database
  3.3. Generation of Weight Matrix
  3.4. Finding Weighted Frequent Item Set
  3.5 Occurrence of WFIM with same Relationships
  3.6 List of Structural Clones
 4. Experiments and Results
  4.1. JFreeChart
  4.2. Javax–Swing
 5. Conclusion and Future Scope of the Study
 References

저자정보

  • S.Mythili Research Scholar, Department of Information Technology, Bharathiar University, Coimbatore, India
  • Dr. S. Sarala Assistant Professor, Department of Information Technology, Bharathiar Univerity,Coimbatore,India

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