Is Objective Function the Silver Bullet? A Case Study of Community Detection Algorithms on Social Networks.
Yang YangYizhou SunSaurav PanditNitesh V. ChawlaJiawei HanPublished in: ASONAM (2011)
Keyphrases
- recommender systems
- social networks
- community detection algorithms
- community detection
- objective function
- community structure
- complex networks
- real world networks
- social network analysis
- real world social networks
- network analysis
- linear programming
- link prediction
- weighted sum
- test bed
- optimal solution
- network structure
- social networking
- label propagation algorithm
- case study
- feasible solution
- social interaction
- online social networks
- optimization problems
- lower bound
- cost function
- constrained optimization
- social network data
- greedy algorithm
- biological networks
- metaheuristic
- bipartite networks
- social media
- social influence
- graph mining
- online communities
- machine learning