GeoSimMR: A MapReduce Algorithm for Detecting Communities based on Distance and Interest in Social Networks.
Zaher Al AghbariMohammed N. Ba-HutairIbrahim KamelPublished in: Data Sci. J. (2019)
Keyphrases
- social networks
- learning algorithm
- optimal solution
- detection algorithm
- np hard
- dynamic programming
- social network analysis
- worst case
- experimental evaluation
- preprocessing
- computational complexity
- objective function
- k means
- search space
- computational cost
- expectation maximization
- optimization algorithm
- similarity measure
- matching algorithm
- cost function
- neural network
- probabilistic model
- random walk
- distance function
- distance transform