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17th International Conference on Database and Expert Systems Applications (DEXA'06)
Mobility Extensions for Knowledge Discovery Workflows in Data Mining Grids
Krakow, Poland
September 04-September 08
ISBN: 0-7695-2641-1
Karin Anna Hummel, University of Vienna, Austria
Georg Bohs, University of Vienna, Austria
Peter Brezany, University of Vienna, Austria
Ivan Janciak, University of Vienna, Austria
In scientific and other domains, knowledge discovery has started to be widely supported by service oriented Data Mining Grids. When access to such services is required anytime at anyplace, the integration of mobile devices and wireless networks into Grids is useful. However, mobile technologies exhibit limited capabilities and movement further causes frequent changes of context, like location and, thus, network connectivity.

In this paper, the integration of mobile devices as ubiquitous knowledge discovery clients is proposed. The major service classes in knowledge discovery workflow management are addressed, that are, the monitoring and controlling of executing services. The feasibility of the approach is demonstrated by means of a .NET-based prototypical implementation on PDAs for the knowledge discovery framework GridMiner.

Citation:
Karin Anna Hummel, Georg Bohs, Peter Brezany, Ivan Janciak, "Mobility Extensions for Knowledge Discovery Workflows in Data Mining Grids," dexa, pp.246-250, 17th International Conference on Database and Expert Systems Applications (DEXA'06), 2006
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