Integrating node centralities, similarity measures, and machine learning classifiers for link prediction.
Sameer Anand RahulAbhishek MallikSanjay KumarPublished in: Multim. Tools Appl. (2022)
Keyphrases
- link prediction
- machine learning
- similarity measure
- degree centrality
- social network analysis
- machine learning algorithms
- social networks
- collective classification
- network analysis
- machine learning methods
- centrality measures
- random walk
- decision trees
- supervised learning
- complex networks
- bipartite graph
- multi relational
- feature selection
- training data
- proximity measures
- learning algorithm
- support vector
- topological features
- network structure
- community detection
- entity resolution
- collaborative filtering
- training set
- community structure
- edit distance
- learning problems
- bipartite networks
- data mining
- class labels
- class discrimination
- information extraction
- heterogeneous networks
- link formation
- online social networks
- inductive logic programming
- pairwise
- semi supervised learning
- distance measure
- text mining
- active learning