Abstract
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.
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References
Discovery Challenge 2000, http://www.cwi.nl/conferences/pkdd2000/.
U.M. Fayyad, G. Piatetsky-Shapiro, and P. Smyth: “From Data Mining to Knowledge Discovery: An Overview”, Advances in Knowledge Discovery and Data Mining, U.M. Fayyad et al. (eds.), AAAI/MIT Press, Menlo Park, Calif., pp.1–34 (1996)
E. Suzuki (ed.): Proc. Int’l Workshop of KDD Challenge on Real-world Data, (http://www.slab.dnj.ynu.ac.jp/challenge2000), 2000.
P. Berka (ed.):Workshop Notes on Discovery Challenge, Univ. of Economics, Prague, Czech Republic, 1999.
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Suzuki, E. (2000). Issues in Organizing a Successful Knowledge Discovery Contest. In: Arikawa, S., Morishita, S. (eds) Discovery Science. DS 2000. Lecture Notes in Computer Science(), vol 1967. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44418-1_30
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DOI: https://doi.org/10.1007/3-540-44418-1_30
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