A History Mechanism for Visual Data Mining

Authors:
M. Kreuseler;T. Nocke;H. Schumann
Affiliations:
SD Industries GmbH;University of Rostock;University of Rostock
Venue:
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
Year:
2004

Citing 0
Cited 17

A framework for visual data mining of structures

ACSC '06 Proceedings of the 29th Australasian Computer Science Conference - Volume 48
re-View: an IV toolkit for extracting and relating dynamic views

SAICSIT '06 Proceedings of the 2006 annual research conference of the South African institute of computer scientists and information technologists on IT research in developing countries
A Model and Framework for Visualization Exploration

IEEE Transactions on Visualization and Computer Graphics
Querying and Creating Visualizations by Analogy

IEEE Transactions on Visualization and Computer Graphics
Context Visualization for Visual Data Mining

Visual Data Mining
Behavior-driven visualization recommendation

Proceedings of the 14th international conference on Intelligent user interfaces
Characterizing users' visual analytic activity for insight provenance

Information Visualization
Technical Section: CGV-An interactive graph visualization system

Computers and Graphics
HARVEST: an intelligent visual analytic tool for the masses

Proceedings of the first international workshop on Intelligent visual interfaces for text analysis
Analytic trails: supporting provenance, collaboration, and reuse for visual data analysis by business users

INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part IV
Managing rapidly-evolving scientific workflows

IPAW'06 Proceedings of the 2006 international conference on Provenance and Annotation of Data
Geological storytelling: graphically exploring and communicating geological sketches

Proceedings of the International Symposium on Sketch-Based Interfaces and Modeling
Research directions in data wrangling: visuatizations and transformations for usable and credible data

Information Visualization - Special issue on State of the Field and New Research Directions
Data exploration for bisociative knowledge discovery: a brief overview of tools and evaluation methods

Bisociative Knowledge Discovery
Palette-style volume visualization

VG'07 Proceedings of the Sixth Eurographics / Ieee VGTC conference on Volume Graphics
Special Section on Expressive Graphics: Geological storytelling

Computers and Graphics
Augmenting visualization with natural language translation of interaction: a usability study

EuroVis '13 Proceedings of the 15th Eurographics Conference on Visualization

Quantified Score

Hi-index	0.00

Visualization

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.