Random Walk Sampling for Big Data over Networks.
Saeed BasirianAlexander JungPublished in: CoRR (2017)
Keyphrases
- random walk
- big data
- average degree
- cloud computing
- data management
- data analysis
- big data analytics
- transition probability matrix
- data processing
- business intelligence
- directed graph
- link prediction
- markov chain
- markov random walk
- network structure
- data warehousing
- transition probabilities
- vast amounts of data
- social networks
- flow graph
- knowledge discovery
- complex networks
- community structure
- community detection
- natural language processing
- search algorithm