ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations
Summary: ShapeSearch enables flexible pattern-based retrieval of trend-line visualizations using natural language and visual regular expressions. Its expressive shape-query algebra and optimized execution engine automate visual pattern search for data exploration. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Tarique Siddiqui (University of Illinois Urbana-Champaign)
- 2. Paul Luh (University of Illinois Urbana-Champaign)
- 3. Zesheng Wang (University of Illinois Urbana-Champaign)
- 4. Karrie Karahalios (University of Illinois Urbana-Champaign)
- 5. Aditya Parameswaran (University of Illinois Urbana-Champaign)
BibTeX Citation
@article{siddiqui_vldb18,
title = {{ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations}},
author = {Siddiqui, Tarique and Luh, Paul and Wang, Zesheng and Karahalios, Karrie and Parameswaran, Aditya},
journal = {PVLDB},
series = {{VLDB} '18},
volume = {11},
number = {12},
pages = {1962--1965},
doi = {10.14778/3229863.3236235},
url = {https://doi.org/10.14778/3229863.3236235},
year = {2018}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,454 | ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines | 2020 | SIGMOD | 6.2134177e-05 |
| 10,002 | COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics | 2021 | VLDB | 5.1814573e-05 |
| 11,316 | DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search | 2024 | VLDB | 5.093636e-05 |
| 11,886 | Enabling Data Science for the Majority | 2019 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 179 | Constructing an Interactive Natural Language Interface for Relational Databases | 2015 | VLDB | 0.00026838277 |
| 986 | Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System | 2017 | VLDB | 0.0001281777 |
| 1,318 | Querying Shapes of Histories | 1995 | VLDB | 0.00011178588 |
| 1,579 | k-Shape: Efficient and Accurate Clustering of Time Series | 2015 | SIGMOD | 0.00010305183 |
| 3,381 | Ava: From Data to Insights Through Conversation | 2017 | CIDR | 7.4571963e-05 |
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