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活动简介

The Interactive Data Exploration and Analytics (IDEA) workshop addresses the development of data mining techniques that allow users to interactively explore their data. We focus and emphasize on interactivity and effective integration of techniques from data mining, visualization and human-computer interaction (HCI). In other words, we explore how the best of these different but related domains can be combined such that the sum is greater than the parts.     The IDEAs at KDD in Chicago 2013, in New York City 2014, in Sydney 2015, and in San Francisco 2016 were all a great success.

征稿信息

重要日期

2017-06-02
初稿截稿日期
2017-06-23
初稿录用日期
2017-07-07
终稿截稿日期

征稿范围

Topics of interests for the workshop include, but are not limited to:

  • Interactive data mining algorithms

  • Visualizations for interactive data mining

  • Demonstrations of interactive data mining

  • Quick, high-level data analysis methods

  • Any-time data mining algorithms

  • Visual analytics

  • Methods that allow meaningful intermediate results

  • Data surrogates

  • On-line algorithms

  • Adaptive stream mining algorithms

  • Theoretical/complexity analysis of instant data mining

  • Learning from user input for action replication/prediction

  • Active learning / mining

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重要日期
  • 08月14日

    2017

    会议日期

  • 06月02日 2017

    初稿截稿日期

  • 06月23日 2017

    初稿录用通知日期

  • 07月07日 2017

    终稿截稿日期

  • 08月14日 2017

    注册截止日期

主办单位
美国计算机学会
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