Title :
Complex Network Model for Software System and Complexity Measurement
Author :
Gao, Song ; Li, Chunping
Author_Institution :
Comput. Sci. & Technol. Dept., Key Lab. for Inf. Syst. Security, Tsinghua Univ., Beijing, China
fDate :
March 31 2009-April 2 2009
Abstract :
This paper proposes a new method for measuring the complexity of software systems based on complex network theory. We first construct the complex network model for software system. Then, the complexity of a homogeneous system is defined according to the entropy theory. With the experiments on open source software systems, we show that our method can reveal the complexity on different aspects of software systems,such as inheritance and understanding complexity.
Keywords :
complex networks; object-oriented programming; software metrics; complex network model; entropy theory; homogeneous system; object-oriented technology; software system complexity measurement; Complex networks; Computer science; Information security; Information systems; Laboratories; Object oriented modeling; Open source software; Packaging; Software measurement; Software systems; Complex Network; Software Complexity;
Conference_Titel :
Computer Science and Information Engineering, 2009 WRI World Congress on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-0-7695-3507-4
DOI :
10.1109/CSIE.2009.135