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
- 2. Magdalena Balazinska
- 3. Dan Grossman
- 4. Jock Mackinlay
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 460 | SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics | 2015 | VLDB | 0.00022516069 |
| 9,007 | QUEPA: QUerying and Exploring a Polystore by Augmentation | 2016 | SIGMOD | 4.4100992e-05 |
| 10,685 | LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes | 2025 | VLDB | 4.1945683e-05 |
| 11,919 | ShareInsights - An Unified Approach to Full-stack Data Processing | 2015 | SIGMOD | 4.1945683e-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 |
|---|---|---|---|---|
| 214 | Scorpion: Explaining Away Outliers in Aggregate Queries | 2013 | VLDB | 0.0003363692 |
| 489 | Data Curation at Scale: The Data Tamer System | 2013 | CIDR | 0.00022030728 |
| 818 | Finding Related Tables | 2012 | SIGMOD | 0.00016311524 |
| 1,397 | Analytic Database Technologies for a New Kind of User - The Data Enthusiast | 2012 | SIGMOD | 0.00012199672 |
| 2,947 | Interactive Data Integration through Smart Copy & Paste | 2009 | CIDR | 7.834316e-05 |
| 4,969 | Dynamic Workload Driven Data Integration in Tableau | 2012 | SIGMOD | 5.7949871e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,619 | Faster Visual Analytics through Pixel-Perfect Aggregation | 2014 | VLDB | 4.3170809e-05 |
| 7,279 | Data-driven Visual Graph Query Interface Construction and Maintenance: Challenges and Opportunities | 2016 | VLDB | 4.779057e-05 |
| 991 | Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System | 2017 | VLDB | 0.00014807273 |
| 14,017 | IDEA: Interactive Data Exploration and Analysis | 1996 | SIGMOD | - |
| 2,657 | An Analytic Data Engine for Visualization in Tableau | 2011 | SIGMOD | 8.3616058e-05 |
| 2,733 | The Case for Data Visualization Management Systems [Vision Paper] | 2014 | VLDB | 8.2078862e-05 |
| 9,600 | Optimizing Dataflow Systems for Scalable Interactive Visualization | 2024 | SIGMOD | 4.3177432e-05 |
| 1,397 | Analytic Database Technologies for a New Kind of User - The Data Enthusiast | 2012 | SIGMOD | 0.00012199672 |
| 13,364 | Data Visualization Management Systems | 2015 | CIDR | - |
| 13,551 | Data Visualization and Social Data Analysis | 2009 | VLDB | - |