Integrating structural features for link prediction in directed social network using supervised machine learning with SHapley Additive exPlanations.
Debasis MohapatraSatnam SinghRupsalin PradhanSoumya Ranjan BeheraPublished in: OCIT (2023)
Keyphrases
- link prediction
- structural features
- supervised machine learning
- social networks
- supervised learning
- social network analysis
- network analysis
- random walk
- manually annotated
- structural information
- active learning
- network structure
- complex networks
- semantic features
- machine learning
- online social networks
- social ties
- link formation
- factor graph model
- wordnet
- higher level
- feature set
- semi supervised
- ground truth
- feature extraction
- learning algorithm