Support the data enthusiast

Author:

Morton Kristi1,Balazinska Magdalena1,Grossman Dan1,Mackinlay Jock2

Affiliation:

1. University of Washington, Seattle, WA

2. Tableau Software Seattle, WA

Abstract

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.

Publisher

VLDB Endowment

Subject

General Earth and Planetary Sciences,Water Science and Technology,Geography, Planning and Development

Cited by 29 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. DataDive: Supporting Readers' Contextualization of Statistical Statements with Data Exploration;Proceedings of the 29th International Conference on Intelligent User Interfaces;2024-03-18

2. Self-service business intelligence and analytics application scenarios: A taxonomy for differentiation;Information Systems and e-Business Management;2023-02-05

3. Operationalizing and automating Data Governance;Journal of Big Data;2022-12-10

4. Multi-sensor profiling for precision soil-moisture monitoring;Computers and Electronics in Agriculture;2022-06

5. Intelligent Feature Selection on Multivariate Dataset using Advanced Data Profiling;2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS);2022-06-01

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