Conference paper

HLOSTA Martin, ŠEBEK Michal and ZENDULKA Jaroslav. Approach to Visualisation of Evolving Association Rule Models. In: Proceedings of The Second International Conference on Informatics & Applications (ICIA 2013). Łódź: The Society of Digital Information and Wireless Communications, 2013, pp. 47-52. ISBN 978-1-4673-5255-0.
Publication language:english
Original title:Approach to Visualisation of Evolving Association Rule Models
Title (cs):Přístup k vizualizaci vyvíjejících se asociačních pravidel
Pages:47-52
Proceedings:Proceedings of The Second International Conference on Informatics & Applications (ICIA 2013)
Conference:The Second International Conference on Informatics & Applications
Place:Łódź, PL
Year:2013
ISBN:978-1-4673-5255-0
Publisher:The Society of Digital Information and Wireless Communications
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Keywords
evolving models, data mining visualization, graph based visualization, force-based layout
Annotation
Visualization of evolving data mining models can allow good insight for a data analyst about these models and their changes in time. This paper presents our approach to visualization of evolving association rule models. This approach is based on graph visualization where nodes of the graph represent itemsets, and edges represent association rules. We show how evolving models, produced by data mining algorithms, are stored in the knowledge base, and then how they can be filtered and visualized. Two ways of graph based visualization of evolving models are shown using force based layout algorithms - local and global layout. Experiments with both are illustrated with emphasis on the latter.
BibTeX:
@INPROCEEDINGS{
   author = {Martin Hlosta and Michal {\v{S}}ebek and Jaroslav Zendulka},
   title = {Approach to Visualisation of Evolving Association Rule
	Models},
   pages = {47--52},
   booktitle = {Proceedings of The Second International Conference on
	Informatics \& Applications (ICIA 2013)},
   year = {2013},
   location = {\L{\'{o}}d{\'{z}}, PL},
   publisher = {The Society of Digital Information and Wireless
	Communications},
   ISBN = {978-1-4673-5255-0},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=10418}
}

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