KDD CUP-2005 report: facing a great challenge

  title={KDD CUP-2005 report: facing a great challenge},
  author={Ying Li and Zijian Zheng and Honghua Dai},
  journal={SIGKDD Explorations},
The KDD-Cup 2005 Competition was held in conjunction with the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. The task of the KDD-Cup 2005 competition was to classify 800,000 internet user search queries into 67 predefined categories. This task is easy to understand, but the lack of straightforward training set, subjective user intents of queries, poor information in short queries, and high noise level make the task very challenge.In this paper, we summarize… CONTINUE READING
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