Random sampling of alters from networks: A promising direction in egocentric network research.
Siyun PengAdam R. RothBrea L. PerryPublished in: Soc. Networks (2023)
Keyphrases
- random sampling
- promising directions
- network structure
- active learning
- complex networks
- network size
- computer networks
- network model
- network topologies
- network parameters
- sample size
- network design
- sampling algorithm
- community structure
- random samples
- network resources
- sliding window
- heterogeneous networks
- random projections
- small world
- query by committee
- robust estimator
- sampling methods
- adaptive sampling
- reservoir sampling
- social networks
- random sample
- social network analysis
- peer to peer
- special case
- reinforcement learning