A History Mechanism for Visual Data Mining

M. Kreuseler, T. Nocke, H. Schumann
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引用次数: 85

Abstract

A major challenge of current visualization and visual data mining (VDM) frameworks is to support users in the orientation in complex visual mining scenarios. An important aspect to increase user support and user orientation is to use a history mechanism that, first of all, provides un- and redoing functionality. In this paper, we present a new approach to include such history functionality into a VDM framework. Therefore, we introduce the theoretical background, outline design and implementation aspects of a history management unit, and conclude with a discussion showing the usefulness of our history management in a VDM framework
可视化数据挖掘的历史机制
当前可视化和可视化数据挖掘(VDM)框架面临的主要挑战是如何在复杂的可视化挖掘场景中支持用户的定向。增加用户支持和用户导向的一个重要方面是使用历史机制,该机制首先提供取消和重做功能。在本文中,我们提出了一种将这种历史功能包含到VDM框架中的新方法。因此,我们介绍了历史管理单元的理论背景,概述了历史管理单元的设计和实现方面,最后讨论了我们在VDM框架中历史管理的有用性
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