From data mining to knowledge discovery: an overview
Advances in knowledge discovery and data mining
In Pursuit of Interesting Patterns with Undirected Discovery of Exception Rules
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
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This paper discusses three issues in organizing a successful knowledge discovery contest based on our experience with KDD Challenge 2000. KDD Challenge 2000 has been a success with its three unique features: four preliminary contests, four data sets, and two program committees. Based on this experience, we consider that three issues: clear motivations of a contest, supports for domain experts, and promotion for participants, are mandatory for a successful organization of a knowledge discovery contest.