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KDD Cup竞赛介绍 |
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数据挖掘者 发表于 2005/7/5 15:41:52 |
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以下内容来自：http://youth.ict.ac.cn/fuyan.ppt 同时请参考：http://www.kdnuggets.com/datasets/kddcup.html KDD Cup简介由SIGKDD（ACM Special Interest Group on Knowledge Discovery and Data Mining）组织，每年一次的KDD竞赛，和SIGKDD国际会议同期举行。同时面向学术界和业界。
历届KDD Cup的主题：2004, 有指导分类的多种性能度量2003, 网络挖掘及使用日志分析2002, 生物信息及文本挖掘（分子生物学领域）2001, 生物信息及医药（医药设计中的生物活性预测、预测基因/蛋白质的功能及定位） 2000, web挖掘任务（根据点击流及交易数据）1999, 网络侵入侦测及报告1998, 生成最佳直销名单1997, 预测出最可能的善款捐赠人KDD Cup 1997
http://www-aig.jpl.nasa.gov/public/kdd97/kdd_cup.htmlTask given data on past responders to fund-raising, predict most likely responders for new campaignDataset 321 fields/variables, Significant effort on data preprocessing Participants 45 companies/institutions participated 16 contestants turned in their resultsShared 1-2 place Charles Elkan, Ph.D. from University of California, San Diego (BNB, Boosted Naive Bayesian Classifier) Urban Science Applications, Inc. (Gain, Direct Marketing Selection System)3rd Place Silicon Graphics, Inc (MineSet)
KDD Cup 1998
http://kdd.ics.uci.edu/databases/kddcup98/kddcup98.htmlTask: the goal was to select the best list to mail a solicitationDataset: 95412 records and 481 fields Participants: 21 teams completed the challenge and submitted results 1st place: Urban Science Applications, Inc. (Software GainSmarts)2nd place: SAS Institute, Inc. (Software Enterprise Miner)3rd place: Quadstone Limited (Software Decisionhouse)
KDD Cup 1999
Classifier learning contest http://www-cse.ucsd.edu/users/elkan/clresults.html The goal was to build a predictive model for identifying network intrusions. 24 entries were submitted. Knowledge discovery "report" contest http://www.cse.ucsd.edu/users/elkan/kdresults.html The goal was to apply a range of knowledge discovery techniques to the same data used in the 1998 competition, and discover higher-level knowledge from data . Co-winners J. Georges and A.Milley (SAS) S. Rosset and A. Inger (Amdocs, Israel). Honorable mention Paola Sebastiani, Marco Ramoni, and Alexander Crea of Bayesware Ltd.
KDD Cup 2000
http://www.ecn.purdue.edu/KDDCUP/Task: The questions related to clickstream and purchase data from an e-tailer. Five questions.Dataset: Obtained from Gazelle.com, a legwear and legcare Web retailerOver 150 teams requested data, 30 teams submitted the answers. Questions 1 & 5 Winner: Amdocs Exploratory Data Analysis – SAS, S Plus Classification Tree, Rules Extraction – Amdocs Business Insight ToolQuestions 2 & 3 Winner: Salford SystemsQuestion 4 Winner: e-steam
KDD Cup 2001
http://www.cs.wisc.edu/~dpage/kddcup2001/Problems from bioinformaitcsData set 1 Prediction of Molecular Bioactivity for Drug Design -- Binding to Thrombin (task 1)Data set 2 Prediction of Gene/Protein Function (task 2) and Localization (task 3)136 groups , 200 submissionsTask 1 winner (Thrombin) Jie Cheng (Canadian Imperial Bank of Commerce). Bayesian network learner and classifierTask 2 winner (Function) Mark-A. Krogel (University of Magdeburg). Inductive Logic programmingTask 3 winner (Localization) Hisashi Hayashi, Jun Sese, and Shinichi Morishita (University of Tokyo). K nearest neighbor
KDD Cup 2002
http://www.biostat.wisc.edu/~craven/kddcup/Two tasks from molecular biology domains Task 1: construct models that can assist genome annotators by automatically extracting information from scientific articles Task 2: learn models that characterize the behavior of individual genes in a hidden experimental setting. Task 1 winner Yizhar Regev and Michal Finkelstein ClearForest and Celera, USATask 2 winner Adam Kowalczyk and Bhavani Raskutti Telstra Research Laboratories, Australia Single Class SVM
KDD Cup 2003
http://www.cs.cornell.edu/projects/kddcup/Data set A very large archive of research papers Citation structure and (partial) data on the downloading of papers by users Task Task 1: predict how many citations each paper will receive during the three months leading up to the KDD 2003 conference Task 2: a citation graph of a large subset of the archive from only the LaTex sources Task 3: each paper's popularity will be estimated based on partial download logs Task 4: devise their own questionsTask 1 : Claudia Perlich, Foster Provost, Sofus Kacskassy New York UniversityTask 2: David Vogel AI Insight Inc.Task 3 : Janez Brank and Jure Leskovec Jozef Stefan Institute, Slovenija Task 4 : Amy McGovern, Lisa Friedland, Michael Hay, Brian Gallagher, Andrew Fast, Jennifer Neville, and David Jensen University of Massachusetts, Amherst, USA
KDD Cup 2004
http://kodiak.cs.cornell.edu/kddcup/ April 28 --- July 14, 2004两个问题，数据分别来自 生物信息学 量子物理学不同性能指标下的数据挖掘问题有来自49个国家的注册 (including .com) 优胜者来自China, Germany, India, New Zealand, USA 优胜者一半来自公司，一半来自大学Protein Winners: Bernhard Pfahringer University of Waikato, Computer Science Department 1st Place Overall
Yan Fu, RuiXiang Sun, Qiang Yang, Simin He, Chunli Wang, Haipeng Wang, Shiguang Shan, Junfa Liu, Wen Gao Institute of Computing Technology, Chinese Academy of Sciences Tied for 1st Place Overall Honorable Mention for Squared Error Honorable Mention for Average Precision
David S. Vogel, Eric Gottschalk, and Morgan C. Wang MEDai / A.I. Insight / University of Central Florida Tied for 1st Place Overall Honorable Mention for Top-1 Accuracy
Dirk Dach, Holger Flick, Christophe Foussette, Marcel Gaspar, Daniel Hakenjos, Felix Jungermann, Christian Kullmann, Anna Litvina, Lars Michele, Katharina Morik, Martin Scholz, Siehyun Strobel, Marc Twiehaus, Nazif Veliu Artificial Intelligence Unit, University of Dortmund, Germany Honorable Mention for Rank of Last |
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回复:KDD Cup竞赛介绍 |
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yijun(游客)发表评论于2009/12/16 17:01:32 |
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你好 请问你有2000年的数据集吗？有的化能不能给一个 谢谢 email:xuyijunyuzhu@163.com |
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回复:KDD Cup竞赛介绍 |
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兔老(游客)发表评论于2008/4/18 18:12:52 |
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我在您给的http://www.cs.wisc.edu/~dpage/kddcup2001/
这个网站上没有找到1998年的结果，打扰的问您下您有1998年的连接么？或者邮箱联系也可，wangtulao@126.com 不胜感激 |
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回复:KDD Cup竞赛介绍 |
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狂奔的蜗牛(游客)发表评论于2007/12/13 22:18:02 |
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我想要一份2000的中文结果!我学其他专业的,看不懂呢,但是为修学分选了 |
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回复:KDD Cup竞赛介绍 |
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haha(游客)发表评论于2007/3/13 10:41:16 |
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请问，有KDD 2001 TASK1 的标准参考结果吗？
qqqqq1982@163.com
以下为blog主人的回复：
请参考：http://www.cs.wisc.edu/~dpage/kddcup2001/ |
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