一种基于internet的数据挖掘和数据可视化的可视化语言

Jaturon Chattratichat, Yike Guo, J. Syed
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引用次数: 3

摘要

本文描述了一种增强的可视化编程和可视化技术的新应用,以支持互联网上的数据挖掘过程。虽然使用可视化语言支持数据挖掘的想法已被证明是有用的,但现有实现的可用性受到限制。在这里,我们考虑通过Internet进行数据挖掘的可用性问题。我们还介绍了“交互式可视化编程”,这是一种通过直接操作界面和可视化自动构建可视化程序的方法。我们还说明了有助于理解数据和模型的数据和模型可视化的新技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A visual language for Internet-based data mining and data visualisation
This paper describes a novel application of enhanced visual programming and visualisation techniques to support data mining processes on the Internet. While the idea of using visual languages to support data mining has been proven to be useful, the usability of existing implementations has been limited Here, we consider the issue of usability of data mining via the Internet. We also present "interactive visual programming", a method which automates the construction of a visual program through a direct manipulation interface and visualisation. We also illustrate new techniques for data and model visualisation that can aid the understanding of data and models.
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