Support the Data Enthusiast: Challenges for Next-Generation Data-Analysis Systems
Summary: Vision for next-gen visual analytics: seamless interactive exploration, data-enrichment, and cleaning in a continuous analysis cycle. Identifies data-mgmt challenges and opportunities to build end-to-end services for uninterrupted analyst workflows. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Kristi Morton (University of Washington)
- 2. Magdalena Balazinska (University of Washington)
- 3. Dan Grossman (University of Washington)
- 4. Jock Mackinlay (Tableau Research)
BibTeX Citation
@article{morton_vldb14,
title = {{Support the Data Enthusiast: Challenges for Next-Generation Data-Analysis Systems}},
author = {Morton, Kristi and Balazinska, Magdalena and Grossman, Dan and Mackinlay, Jock},
journal = {PVLDB},
series = {{VLDB} '14},
volume = {7},
number = {6},
pages = {453--464},
doi = {10.14778/2732279.2732282},
url = {https://doi.org/10.14778/2732279.2732282},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 410 | SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics | 2015 | VLDB | 0.0001890421 |
| 9,158 | QUEPA: QUerying and Exploring a Polystore by Augmentation | 2016 | SIGMOD | 5.3114559e-05 |
| 10,933 | LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes | 2025 | VLDB | 5.093636e-05 |
| 12,118 | ShareInsights - An Unified Approach to Full-stack Data Processing | 2015 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 191 | Scorpion: Explaining Away Outliers in Aggregate Queries | 2013 | VLDB | 0.00026096009 |
| 516 | Data Curation at Scale: The Data Tamer System | 2013 | CIDR | 0.00017171198 |
| 739 | Finding Related Tables | 2012 | SIGMOD | 0.0001448231 |
| 2,109 | Analytic Database Technologies for a New Kind of User - The Data Enthusiast | 2012 | SIGMOD | 9.1548967e-05 |
| 3,502 | Interactive Data Integration through Smart Copy & Paste | 2009 | CIDR | 7.3592947e-05 |
| 5,219 | Dynamic Workload Driven Data Integration in Tableau | 2012 | SIGMOD | 6.3110514e-05 |
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