Exploiting multiple views to support visual exploration and mining

Enrico Bertini; Tiziana Catarci; Stephen Kimani; Giuseppe Santucci

doi:10.1109/CMV.2004.1319523

Exploiting multiple views to support visual exploration and mining

Enrico Bertini, Tiziana Catarci, Stephen Kimani, Giuseppe Santucci

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

It is no exaggeration that the quantity and complexity of data still present a formidable challenge to the effective and efficient acquisition of knowledge. On the other hand, results obtained from the application of mining techniques are often in a form that is difficult to be understood by humans who are accustomed to perceiving information through the visual channel. Multiple views present a special opportunity that can be leveraged in order to address such challenges and visually support the entire exploration and mining process. This paper acknowledges that special visual opportunity by describing how our visual data mining system, VidaMine, exploits multiple views in supporting the user in the exploration and mining process.

Original language	English (US)
Title of host publication	Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004
Editors	J. Roberts
Pages	15-23
Number of pages	9
DOIs	https://doi.org/10.1109/CMV.2004.1319523
State	Published - 2004
Event	Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004 - London, United Kingdom Duration: Jul 13 2004 → Jul 13 2004

Publication series

Name	Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004

Other

Other	Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004
Country/Territory	United Kingdom
City	London
Period	7/13/04 → 7/13/04

Keywords

Data Mining
Information Visualization
Multiple Views
Visual Exploration

ASJC Scopus subject areas

General Engineering

Access to Document

10.1109/CMV.2004.1319523

Cite this

Bertini, E., Catarci, T., Kimani, S., & Santucci, G. (2004). Exploiting multiple views to support visual exploration and mining. In J. Roberts (Ed.), Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004 (pp. 15-23). (Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004). https://doi.org/10.1109/CMV.2004.1319523

Exploiting multiple views to support visual exploration and mining. / Bertini, Enrico; Catarci, Tiziana; Kimani, Stephen et al.
Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004. ed. / J. Roberts. 2004. p. 15-23 (Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Bertini, E, Catarci, T, Kimani, S & Santucci, G 2004, Exploiting multiple views to support visual exploration and mining. in J Roberts (ed.), Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004. Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004, pp. 15-23, Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004, London, United Kingdom, 7/13/04. https://doi.org/10.1109/CMV.2004.1319523

Bertini E, Catarci T, Kimani S, Santucci G. Exploiting multiple views to support visual exploration and mining. In Roberts J, editor, Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004. 2004. p. 15-23. (Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004). doi: 10.1109/CMV.2004.1319523

Bertini, Enrico ; Catarci, Tiziana ; Kimani, Stephen et al. / Exploiting multiple views to support visual exploration and mining. Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004. editor / J. Roberts. 2004. pp. 15-23 (Proceedings - Second International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2004).

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Exploiting multiple views to support visual exploration and mining

Abstract

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Other

Keywords

ASJC Scopus subject areas

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