Support the Data Enthusiast: Challenges for Next-Generation Data-Analysis Systems

Description: 

We present a vision of next-generation visual analytics services. We argue that these services should have three related capabilities: support visual and interactive data exploration as they do today, but also suggest relevant data to enrich visualizations, and facilitate the integration and cleaning of that data. Most importantly, they should provide all these capabilities seamlessly in the context of an uninterrupted data analysis cycle. We present the challenges and opportunities in building next-generation visual analytics services.

Authors: 
Kristi Morton
Magdalena Balazinska
Dan Grossman
Jock Mackinlay
Publication Date: 
Monday, September 1, 2014
Publication Information: 
Proceedings of the VLDB Endowment, Volume 7, pp. 453–456, 2014