Commercial Visual Analytics Systems-Advances in the Big Data Analytics Field

Five years after the first state-of-the-art report on Commercial Visual Analytics Systems we present a reevaluation of the Big Data Analytics field. We build on the success of the 2012 survey, which was influential even beyond the boundaries of the InfoVis and Visual Analytics (VA) community. While...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 25(2019), 10 vom: 30. Okt., Seite 3011-3031
1. Verfasser: Behrisch, Michael (VerfasserIn)
Weitere Verfasser: Streeb, Dirk, Stoffel, Florian, Seebacher, Daniel, Matejek, Brian, Weber, Stefan Hagen, Mittelstadt, Sebastian, Pfister, Hanspeter, Keim, Daniel
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article
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520 |a Five years after the first state-of-the-art report on Commercial Visual Analytics Systems we present a reevaluation of the Big Data Analytics field. We build on the success of the 2012 survey, which was influential even beyond the boundaries of the InfoVis and Visual Analytics (VA) community. While the field has matured significantly since the original survey, we find that innovation and research-driven development are increasingly sacrificed to satisfy a wide range of user groups. We evaluate new product versions on established evaluation criteria, such as available features, performance, and usability, to extend on and assure comparability with the previous survey. We also investigate previously unavailable products to paint a more complete picture of the commercial VA landscape. Furthermore, we introduce novel measures, like suitability for specific user groups and the ability to handle complex data types, and undertake a new case study to highlight innovative features. We explore the achievements in the commercial sector in addressing VA challenges and propose novel developments that should be on systems' roadmaps in the coming years 
650 4 |a Journal Article 
700 1 |a Streeb, Dirk  |e verfasserin  |4 aut 
700 1 |a Stoffel, Florian  |e verfasserin  |4 aut 
700 1 |a Seebacher, Daniel  |e verfasserin  |4 aut 
700 1 |a Matejek, Brian  |e verfasserin  |4 aut 
700 1 |a Weber, Stefan Hagen  |e verfasserin  |4 aut 
700 1 |a Mittelstadt, Sebastian  |e verfasserin  |4 aut 
700 1 |a Pfister, Hanspeter  |e verfasserin  |4 aut 
700 1 |a Keim, Daniel  |e verfasserin  |4 aut 
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