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Graphs over time: densification laws, shrinking diameters and possible explanations
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Graph evolution: Densification and shrinking diameters
ACM Transactions on Knowledge Discovery from Data (TKDD)
Promoting Insight-Based Evaluation of Visualizations: From Contest to Benchmark Repository
IEEE Transactions on Visualization and Computer Graphics
Statistical properties of community structure in large social and information networks
Proceedings of the 17th international conference on World Wide Web
Using importance flooding to identify interesting networks of criminal activity
Journal of the American Society for Information Science and Technology
Kronecker Graphs: An Approach to Modeling Networks
The Journal of Machine Learning Research
Proceedings of the 19th international conference on World wide web
Estimating number of citations using author reputation
SPIRE'07 Proceedings of the 14th international conference on String processing and information retrieval
Expansion and search in networks
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
On the relationship between novelty and popularity of user-generated content
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Supervised random walks: predicting and recommending links in social networks
Proceedings of the fourth ACM international conference on Web search and data mining
Toward optimal vaccination strategies for probabilistic models
Proceedings of the 20th international conference companion on World wide web
Using importance flooding to identify interesting networks of criminal activity
ISI'06 Proceedings of the 4th IEEE international conference on Intelligence and Security Informatics
Learning models of relational stochastic processes
ECML'05 Proceedings of the 16th European conference on Machine Learning
To better stand on the shoulder of giants
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
On the Relationship between Novelty and Popularity of User-Generated Content
ACM Transactions on Intelligent Systems and Technology (TIST)
Semi-automated debugging via binary search through a process lifetime
Proceedings of the Seventh Workshop on Programming Languages and Operating Systems
Efficient Multiview Maintenance under Insertion in Huge Social Networks
ACM Transactions on the Web (TWEB)
Efficient eigen-updating for spectral graph clustering
Neurocomputing
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This paper surveys the 2003 KDD Cup, a competition held in conjunction with the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) in August 2003. The competition focused on mining the complex real-life social network inherent in the e-print arXiv (arXiv.org). We describe the four KDD Cup tasks: citation prediction, download prediction, data cleaning, and an open task.