Improved cognitive information complexity measure

Author:

Kushwaha Dharmender Singh1,Misra A. K.1

Affiliation:

1. Moti Lal Nehru National Institute Of Technology, Allahabad, India

Abstract

Understanding the software system is known as program comprehension and is a cognitive process. This cognitive process is the driving force behind creation of software that is easier to understand i.e. has lower cognitive complexity, because essentially it is the natural intelligence of human brain that describes the comprehensibility of software. The research area carrying out this study is cognitive informatics. This work has developed an improved cognitive information complexity measure (CICM) that is based on the amount of information contained in the software and encompasses all the major parameters that have a bearing on the difficulty of comprehension or cognitive complexity of software. It is also able to establish the relationship between cognitive complexity of a program and time taken to understand the program, thus mapping closely to the comprehension strategy of a person.

Publisher

Association for Computing Machinery (ACM)

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Cognitive Complexity Applied to Software Development: An Automated Procedure to Reduce the Comprehension Effort;Journal of ICT Research and Applications;2022-12-31

2. Software Complexity Automation Tool for Industrial Practices with Qualitative and Quantitative Aspects;2022 4th International Conference on Advancements in Computing (ICAC);2022-12-09

3. Application of the Refactoring to the Understandability and the Cognitive Complexity of a Software;2022 IEEE 7th International conference for Convergence in Technology (I2CT);2022-04-07

4. Toward recursion aware complexity metrics;Information and Software Technology;2020-02

5. Cognitive complexity as a quantifier of version to version Java-based source code change: An empirical probe;Information and Software Technology;2019-02

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