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活动简介

The goal of the workshop is to provide a forum to discuss important research questions and practical challenges in big data mining and related areas. Novel ideas, controversial issues, open problems and comparisons of competing approaches are strongly encouraged. Representation of alternative viewpoints and discussions are also strongly encouraged.

We invite submission of papers describing innovative research on all aspects of big data mining. Work-in-progress papers, demos, and visionary papers are also welcome.

Papers emphasizing theoretical foundations, algorithms, systems, applications, language issues, data storage and access, architecture are particularly encouraged.

A Special Issue in the International Journal of Data Science and Analytics been allocated for selected papers accepted in the workshop (see below).

征稿信息

重要日期

2017-05-26
初稿截稿日期
2017-06-16
初稿录用日期
2017-06-30
终稿截稿日期

征稿范围

Examples of topics of interest include

  • Scalable, Distributed and Parallel Algorithms

  • New Programming Model for Large Data beyond Hadoop/MapReduce, STORM, streaming languages

  • Mining Algorithms of Data in non-traditional formats (unstructured, semi-structured)

  • Applications: social media, Internet of Things, Smart Grid, Smart Transportation Systems

  • Streaming Data Processing

  • Heterogeneous Sources and Format Mining

  • Systems Issues related to large datasets: clouds, streaming system, architecture, and issues beyond cloud and streams.

  • Interfaces to database systems and analytics.

  • Evaluation Technologies

  • Visualization for Big Data

  • Applications: Large scale recommendation systems, social media systems, social network systems, scientific data mining, environmental, urban and other large data mining applications

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重要日期
  • 08月14日

    2017

    会议日期

  • 05月26日 2017

    初稿截稿日期

  • 06月16日 2017

    初稿录用通知日期

  • 06月30日 2017

    终稿截稿日期

  • 08月14日 2017

    注册截止日期

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美国计算机学会
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