Social Similarity Routing Algorithm based on Socially Aware Networks in the Big Data Environment

• Published in: Journal of signal processing systems Vol. 94; no. 11; pp. 1253 - 1267
• Main Authors: Zenggang, Xiong, Mingyang, Zeng, Xuemin, Zhang, Sanyuan, Zhu, Fang, Xu, Xiaochao, Zhao, Yunyun, Wu, Xiang, Li
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.11.2022; Springer Nature B.V
• Subjects: Algorithms; Big Data; Circuits and Systems; Computer Imaging; Electrical Engineering; Engineering; Image Processing and Computer Vision; Messages; Network latency; Nodes; Pattern Recognition; Pattern Recognition and Graphics; Performance indices; Relay; Signal,Image and Speech Processing; Similarity; Vision; Social relationships; Social aware networks; Community connectedness; Big data; Routing algorithms

In the big data environment, the social information of a large number of nodes cannot be reasonably analyzed and utilized, thus leading to the problem of uneven routing performance. Therefore, this paper proposes a Social Similarity Routing Algorithm (SRRA) based on socially aware networks in the bi...