Support the Data Enthusiast: Challenges for Next-Generation Data-Analysis Systems
نویسندگان
چکیده
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.
منابع مشابه
Toward Supporting the Data Enthusiast: Unlocking the Potential of Data for Analysis
We present a vision for the next-generation of visual analytics services. We argue that these services should provide three related capabilities: (1) support visual and interactive data exploration as they do today, but also (2) suggest relevant data to enrich visualizations, and (3) facilitate the integration and cleaning of that data. Most importantly, they should provide all these capabiliti...
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ورودعنوان ژورنال:
- PVLDB
دوره 7 شماره
صفحات -
تاریخ انتشار 2014