Hybrid Approach for Link Prediction using Supervised Machine Learning in Social Networks: Combining Global and Local Features.
Shambhu KumarArti JainDinesh BishtPublished in: IC3 (2023)
Keyphrases
- link prediction
- social networks
- supervised machine learning
- topological features
- social network analysis
- random walk
- supervised learning
- multi relational
- network analysis
- bipartite graph
- complex networks
- community detection
- network structure
- low level
- feature extraction
- missing links
- feature set
- collaborative filtering
- online social networks
- class discrimination
- domain specific
- co occurrence
- social ties
- heterogeneous networks
- link formation
- location prediction
- social influence
- active learning
- feature space
- feature selection