On influential node discovery in dynamic social networks
Charu C. Aggarwal, Shuyang Lin, et al.
SDM 2012
Let G = (N, A) be a network with a designated source node s, a designated sink node t, and a finite integral capacity uij on each arc (i, j) ∈ A. An elementary K-flow is a flow of K units from s to t such that the flow on each arc is 0 or 1. A K-route flow is a flow from s to t that may be expressed as a nonnegative linear sum of elementary K-flows. In this paper, we show how to determine a maximum K-route flow as a sequence of O(min {log (nU), K}) maximum-flow problems. This improves upon the algorithm by Kishimoto, which solves this problem as a sequence of K maximum-flow problems. In addition, we have simplified and extended some of the basic theory. We also discuss the application of our technique to Birkhoff's theorem and a scheduling problem. © 2001 John Wiley & Sons, Inc.
Charu C. Aggarwal, Shuyang Lin, et al.
SDM 2012
Charu C. Aggarwal, Cecilia Procopiuc, et al.
IEEE Transactions on Knowledge and Data Engineering
Charu C. Aggarwal, Philip S. Yu
ACM TODS
Charu C. Aggarwal, Yao Li, et al.
VLDB