TY - GEN
T1 - Class level research on modifying information transmission path of the cooperative network based on the cohesion of class
AU - Zhao, Xiaolin
AU - Xue, Jingfeng
AU - Zhang, Yiman
AU - Zhang, Qi
N1 - Publisher Copyright:
© 2017 The authors and IOS Press. All rights reserved.
PY - 2017
Y1 - 2017
N2 - The traditional and mainstream method to study the software system with the complex network is building a collaborative network of the software system on the class level, which is effective to study the software complexity. In the class collaborative network, if the information is passed from a node, it may pass through the nodes at different probabilities. So, the node can block some information dissemination. Due to this feature, there are some problems, such as traverse path errors, inaccuracy of topological properties, inaccuracy propagation domains and propagation costs. Therefore, this paper explores the attributes that affect the probability that information dissemination based on the comparison between topological property of network class nodes and the structure of class. Besides, this paper defines the cohesion of matrix and designs a method of using the cohesive matrix to eliminate the error traversal path method. The experiment shows that this method is valid and effective to exclude error path and is great significant for the class collaborative network.
AB - The traditional and mainstream method to study the software system with the complex network is building a collaborative network of the software system on the class level, which is effective to study the software complexity. In the class collaborative network, if the information is passed from a node, it may pass through the nodes at different probabilities. So, the node can block some information dissemination. Due to this feature, there are some problems, such as traverse path errors, inaccuracy of topological properties, inaccuracy propagation domains and propagation costs. Therefore, this paper explores the attributes that affect the probability that information dissemination based on the comparison between topological property of network class nodes and the structure of class. Besides, this paper defines the cohesion of matrix and designs a method of using the cohesive matrix to eliminate the error traversal path method. The experiment shows that this method is valid and effective to exclude error path and is great significant for the class collaborative network.
KW - Collaborative
KW - Complex network
KW - Network security
KW - Software metrics
UR - http://www.scopus.com/inward/record.url?scp=85034253840&partnerID=8YFLogxK
U2 - 10.3233/978-1-61499-828-0-494
DO - 10.3233/978-1-61499-828-0-494
M3 - Conference contribution
AN - SCOPUS:85034253840
T3 - Frontiers in Artificial Intelligence and Applications
SP - 494
EP - 510
BT - Fuzzy Systems and Data Mining III - Proceedings of FSDM 2017
A2 - Tallon-Ballesteros, Antonio J.
A2 - Li, Kaicheng
PB - IOS Press BV
T2 - 3rd International Conference on Fuzzy Systems and Data Mining, FSDM 2017
Y2 - 24 November 2017 through 27 November 2017
ER -