A new complexity metric based on cognitive informatics

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Date

2008

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Computer Engineering
(1998)
The Atılım University Department of Computer Engineering was founded in 1998. The department curriculum is prepared in a way that meets the demands for knowledge and skills after graduation, and is subject to periodical reviews and updates in line with international standards. Our Department offers education in many fields of expertise, such as software development, hardware systems, data structures, computer networks, artificial intelligence, machine learning, image processing, natural language processing, object based design, information security, and cloud computing. The education offered by our department is based on practical approaches, with modern laboratories, projects and internship programs. The undergraduate program at our department was accredited in 2014 by the Association of Evaluation and Accreditation of Engineering Programs (MÜDEK) and was granted the label EUR-ACE, valid through Europe. In addition to the undergraduate program, our department offers thesis or non-thesis graduate degree programs (MS).

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Abstract

In this paper, a new complexity metric based on cognitive informatics is proposed for object oriented(OO) code. This is the single metric, which covers cognitive complexity of the OO system, method complexity and complexity due to inheritance together. The proposed metric was evaluated against Weyuker set of measurement principles. It was found that seven Weyuker properties are satisfied by this measure. © 2008 Springer-Verlag Berlin Heidelberg.

Description

Southwest Jiaotong University (SWJTU); Beijing Institute of Technology (BIT); Chongqing University of Posts and Telecommunications (CQUPT); University of Regina (UofR); International Rough Set Society (IRSS)

Keywords

Cognitive complexity, Inheritance, Method complexity, Object oriented programming, Software metrics, Weyuker properties

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Citation

5

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N/A

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Source

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) -- 3rd International Conference on Rough Sets and Knowledge Technology, RSKT 2008 -- 17 May 2008 through 19 May 2008 -- Chengdu -- 72145

Volume

5009 LNAI

Issue

Start Page

620

End Page

627

URI

https://doi.org/10.1007/978-3-540-79721-0_83
 https://hdl.handle.net/20.500.14411/7335

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Scopus