A Semi-Supervised Active-learning Truth Estimator for Social Networks.
Hang CuiTarek F. AbdelzaherLance M. KaplanPublished in: WWW (2019)
Keyphrases
- semi supervised
- active learning
- social networks
- random sampling
- labeled data
- semi supervised learning
- unlabeled data
- supervised learning
- social network analysis
- learning algorithm
- pool based active learning
- maximum likelihood
- least squares
- semi supervised classification
- social networking
- unsupervised learning
- link prediction
- multi view
- pairwise
- co training
- information diffusion
- labeled examples
- learning strategies
- online social networks
- machine learning
- selective sampling
- community detection
- complex networks
- social media
- learning process
- social network data
- pairwise constraints
- incremental learning
- training set
- multiple instance learning
- training examples
- subspace learning
- social interaction
- label propagation
- batch mode
- metric learning
- network structure
- active learning strategies
- relevance feedback
- experimental design
- prior knowledge
- semi supervised clustering
- variance estimator