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Heuristic Algorithms for Influence Maximization in Partially Observable Social Networks.
Sebastian Stein
Soheil Eshghi
Setareh Maghsudi
Leandros Tassiulas
Rachel K. E. Bellamy
Nicholas R. Jennings
Published in:
SocInf@IJCAI (2017)
Keyphrases
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influence maximization
partially observable
social networks
greedy algorithm
viral marketing
information propagation
decision problems
dynamical systems
markov decision processes
state space
online social networks
partial observability
diffusion model
reinforcement learning
influence propagation
infinite horizon
partial observations
social interaction
social network analysis
belief state
social networking
link prediction
social media
dynamic programming
online communities
information diffusion
social relationships
network structure
higher order
social influence
orders of magnitude
search space
computational complexity
multi agent
image sequences
learning algorithm
information retrieval