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09 August, 2015

VLDB Journal paper on visualization-driven data aggregation

Dear readers,
I like to inform you that the main paper about my research of the past 2-3 years has been published [1] in the The VLDB Journal. It is based on my award-winning paper about the M4 aggregation [2] for line charts. It generalizes and extends the M4 approach to the most common chart types, such as bar charts, scatter plots, space-filling visualizations, and also describes how to conduct visualization-driven data aggregation in chart matrices.

For more details, I suggest to have a look at the papers [1, 2].

[1VDDA: automatic visualization-driven data aggregation in relational databases
U Jugel, Z Jerzak, G Hackenbroich, V Markl
The VLDB Journal
2014, DOI 10.1007/s00778-015-0396-z

[2M4: A Visualization-Oriented Time Series Data Aggregation
U Jugel, Z Jerzak, G Hackenbroich, V Markl
Proceedings of the VLDB Endowment 7 (10), 797 - 808, 2014, (best paper award!)

 
 

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