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A New Cognitive Approach to Measure the Complexity of Software’s

초록

영어

In software industries, the most important parameter is the exact measurement of the effort at the early phase of the software development life cycle. To estimate the effort is difficult due to dynamic behavior of the software. The basic need for this is the clarity in the software requirements like size, complexity of the project, human resource power etc. which is not correctly determined most of time. This paper presents a new cognitive complexity measures named it: New Cognitive Complexity of Program (NCCoP). First, the proposed metric is analytically evaluated against weyuker’s property for analyzing its nature and compare its result with other existing cognitive measurement evaluation results. Secondly, perform a comparative study of propose metric with existing metric and the results shows that the proposed cognitive metric do better that others metrics. And attempt has also been made to present the relationship among NCCoP, CFS, CICM, MCCM, and CPCM versus LOC to analyze the behavior of coding efficiency.

목차

Abstract
 1. Introduction
 2. The Existing Cognitive Complexity Measures
  2.1. CFS (Cognitive Functional Size) of Program
  2.2. CICM (Cognitive Information Cognitive Measure)
  2.3. MCCM (Modified Cognitive Complexity Measure)
  2.4. CPCM (Cognitive Program Complexity Measure)
 3. Proposed NCCoP (New Cognitive Complexity of Program) Measure
  3.1. Example for Illustration of Proposed Technique
  3.2. Analytical Evaluation of NCCoP against Weyuker’s Property
 4. Comparative Studies between Proposed and Existing Cognitive Measures
  4.1. Collection of Data and Flow Chart of Proposed Technique
  4.2. Empirical Data
  4.3. Discussion
 5. Conclusion and Future Scope
 References

저자정보

  • Amit Kumar Jakhar Department of Computer Science and Engineering, Birla Institute of Technology, Mesra, Ranchi, India
  • Kumar Rajnish Department of Computer Science and Engineering, Birla Institute of Technology, Mesra, Ranchi, India

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