An effective link prediction method in multiplex social networks using local random walk towards dependable pathways.
Wenjun LiTing LiKamal BerahmandPublished in: J. Comb. Optim. (2023)
Keyphrases
- link prediction
- random walk
- social networks
- social network analysis
- proximity measures
- transition probability matrix
- data sets
- link structure
- complex networks
- dynamic programming
- flow graph
- social media
- network analysis
- similarity measure
- graph mining
- pagerank algorithm
- hyper graph
- markov random walk
- graph laplacian
- transition probabilities
- information flow
- clustering method
- markov chain
- probabilistic model
- decision trees
- learning algorithm