Cognitive program complexity measure

被引：13

作者：

Misra, Sanjay ^{[1
]}

机构：

[1] Atilim Univ, Dept Comp Engn, Ankara, Turkey

来源：

PROCEEDINGS OF THE SIXTH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS | 2007年

关键词：

software metrics; cognitive weights; basic control structures; cognitive complexity measures;

D O I：

10.1109/COGINF.2007.4341881

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In cognitive informatics, the functional complexity of software depends on three factors: internal architecture, input, and output. In the earlier proposed metrics based on cognitive informatics, these above factors are not fully considered. This paper proposes an improved cognitive complexity measure. Accordingly, new formula is developed to calculate the cognitive complexity. An attempt has also been made to evaluate and validate the proposed measure through Weyuker's properties and a practical framework It has been found that seven of nine Weyuker's properties have been satisfied by the proposed cognitive complexity measure. It also satisfies most of the parameters required by the practical framework hence establishes as a well-structured one. Finally, a comparative study with similar measures has been made to prove its robustness.

引用

页码：120 / 125

页数：6

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