JEDI: These aren't the JSON documents you're looking for...
Summary: JSON tree, a lossless representation of JSON, and JSON Edit Distance (JEDI), an edit-based similarity for JSON. QuickJEDI prunes sibling matches; JSIM and a tree-sorted bound yield O(n tau) time, O(n + tau log n) space, scalable to millions of docs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Thomas Hütter (University of Salzburg)
- 2. Nikolaus Augsten (University of Salzburg)
- 3. Christoph M. Kirsch (Czech Technical University; University of Salzburg)
- 4. Michael J. Carey (University of California Irvine)
- 5. Chen Li (University of California Irvine)
BibTeX Citation
@inproceedings{hutter_sigmod22,
title = {{JEDI: These aren't the JSON documents you're looking for...}},
author = {Hütter, Thomas and Augsten, Nikolaus and Kirsch, Christoph M. and Carey, Michael J. and Li, Chen},
series = {{SIGMOD} '22},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3514221.3517850},
url = {https://dl.acm.org/doi/10.1145/3514221.3517850},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,066 | ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework | 2024 | VLDB | 5.0874072e-05 |
| 11,339 | Extensible and Robust Evaluation of Similarity Queries | 2025 | VLDB | 4.9793485e-05 |
| 11,528 | Temporal JSON Keyword Search | 2024 | SIGMOD | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 922 | AsterixDB: A Scalable, Open Source BDMS | 2014 | VLDB | 0.00013068048 |
| 1,531 | Change Detection in Hierarchically Structured Information | 1996 | SIGMOD | 0.0001033805 |
| 2,513 | An Empirical Evaluation of Set Similarity Join Techniques | 2016 | VLDB | 8.3679178e-05 |
| 3,108 | Similarity Evaluation on Tree-structured Data | 2005 | SIGMOD | 7.640323e-05 |
| 3,354 | JSON: Data model, Query languages and Schema specification | 2017 | PODS | 7.38932e-05 |
| 3,468 | Schema-Agnostic Indexing with Azure DocumentDB | 2015 | VLDB | 7.2774468e-05 |
| 3,916 | JSON Tiles: Fast Analytics on Semi-Structured Data | 2021 | SIGMOD | 6.9285787e-05 |
| 5,461 | Correlating XML Data Streams Using Tree-Edit Distance Embeddings | 2003 | PODS | 6.1221773e-05 |
| 6,137 | Scaling Similarity Joins over Tree-Structured Data | 2015 | VLDB | 5.8736299e-05 |
| 6,206 | Have Your Data and Query It Too: From Key-Value Caching to Big Data Management | 2016 | SIGMOD | 5.8505819e-05 |
| 6,973 | A Scalable Index for Top-k Subtree Similarity Queries | 2019 | SIGMOD | 5.6304028e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 2,072 | Bed-Tree: An All-Purpose Index Structure for String Similarity Search Based on Edit Distance | 2010 | SIGMOD |
| 2 | 11,760 | Scalable Reasoning on Document Stores via Instance-Aware Query Rewriting | 2023 | VLDB |
| 3 | 9,597 | Similarity Query Processing Using Disk Arrays | 1998 | SIGMOD |
| 4 | 11,339 | Extensible and Robust Evaluation of Similarity Queries | 2025 | VLDB |
| 5 | 201 | Efficient set joins on similarity predicates | 2004 | SIGMOD |
| 6 | 7,030 | Efficient Similarity Join and Search on Multi-Attribute Data | 2015 | SIGMOD |
| 7 | 7,086 | Indexing for Subtree Similarity-Search using Edit Distance | 2013 | SIGMOD |
| 8 | 6,973 | A Scalable Index for Top-k Subtree Similarity Queries | 2019 | SIGMOD |
| 9 | 6,137 | Scaling Similarity Joins over Tree-Structured Data | 2015 | VLDB |
| 10 | 3,108 | Similarity Evaluation on Tree-structured Data | 2005 | SIGMOD |