John F. Elder IV, Françoise Fogelman-Soulié, Peter A. Flach, Mohammed Javeed Zaki (Eds.):
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009.
ACM 2009, ISBN 978-1-60558-495-9
15. KDD 2009:
David J. Hand
: Mismatched models, wrong results, and dreadful decisions: on choosing appropriate data mining tools.
: Mining web logs: applications and challenges.
: Network science: an introduction to recent statistical approaches.
Research track papers
: Regret-based online ranking for a growing digital library.
, Martin Ester
: TrustWalker: a random walk model for combining trust-based and item-based recommendation.
: Collaborative filtering with temporal dynamics.
: Improving data mining utility with projective sampling.
Sofus A. Macskassy
: Using graph-based metrics with empirical risk minimization to speed up active learning on networked data.
, Ilya Mironov
: Differentially Private Recommender Systems: Building Privacy into the Netflix Prize Contenders.
, Martin Scholz
: Mind the gaps: weighting the unknown in large-scale one-class collaborative filtering.
, Ian Davidson
: A principled and flexible framework for finding alternative clusterings.
Industrial track papers
Kivanc M. Ozonat
, Donald Young
: Towards a universal marketplace over the web: statistical multi-label classification of service provider forms with simulated annealing.
, Shuang-Hong Yang
, Hang Li
: Named entity mining from click-through data using weakly supervised latent dirichlet allocation.