Utopia: Automatic Pivot Table Assistant
Summary: Utopia augments spreadsheet pivot tables with automatic normalization of multi-valued attributes and semantic consolidation of synonymous categorical variants. SimCSE embeddings and K-Means enable novice-friendly aggregation without external preprocessing tools. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Whanhee Cho (University of Utah)
- 2. Anna Fariha (University of Utah)
BibTeX Citation
@article{cho_vldb24,
title = {{Utopia: Automatic Pivot Table Assistant}},
author = {Cho, Whanhee and Fariha, Anna},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {12},
pages = {4305--4308},
doi = {10.14778/3685800.3685861},
url = {https://doi.org/10.14778/3685800.3685861},
year = {2024}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,441 | Data-Semantics-Aware Recommendation of Diverse Pivot Tables | 2026 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,403 | Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples | 2023 | VLDB | 6.2306083e-05 |
| 6,955 | DataChat: An Intuitive and Collaborative Data Analytics Platform | 2023 | SIGMOD | 5.7303405e-05 |
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