Schemas and Types for JSON Data: from Theory to Practice
Summary: Survey of JSON schema languages (JSON Schema, JSound, Joi) and type abstractions, bridging theory and practice for JSON data. Analyzes schema inference and parsing-enhancement tools, and outlines open research challenges for researchers. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,355 | GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example | 2023 | SIGMOD | 4.3484264e-05 |
| 9,749 | ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework | 2024 | VLDB | 4.2856385e-05 |
| 9,938 | Witness Generation for JSON Schema | 2022 | VLDB | 4.2422288e-05 |
| 11,579 | JSON Schema Matching: Empirical Observations | 2020 | SIGMOD | 4.1905499e-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 |
|---|---|---|---|---|
| 609 | Goods: Organizing Google's Datasets | 2016 | SIGMOD | 0.00019223217 |
| 1,265 | Jaql: A Scripting Language for Large Scale Semistructured Data Analysis | 2011 | VLDB | 0.00012933537 |
| 2,785 | JSON: Data model, Query languages and Schema specification | 2017 | PODS | 8.1227206e-05 |
| 2,825 | Mison: A Fast JSON Parser for Data Analytics | 2017 | VLDB | 8.0575959e-05 |
| 5,353 | FAD.js: Fast JSON Data Access Using JIT-based Speculative Optimizations | 2017 | VLDB | 5.552782e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,947 | Towards Theory for Real-World Data | 2022 | PODS | 4.4216375e-05 |
| 5,461 | Semistructured Models, Queries and Algebras in the Big Data Era | 2016 | SIGMOD | 5.4936928e-05 |
| 4,702 | JSON Tiles: Fast Analytics on Semi-Structured Data | 2021 | SIGMOD | 5.9796907e-05 |
| 10,306 | Streaming Validation of JSON Documents Against Schemas | 2026 | VLDB | 4.1905499e-05 |
| 3,352 | Schema Management for Document Stores | 2015 | VLDB | 7.1838008e-05 |
| 7,576 | Reducing Ambiguity in Json Schema Discovery | 2021 | SIGMOD | 4.7030704e-05 |
| 9,938 | Witness Generation for JSON Schema | 2022 | VLDB | 4.2422288e-05 |
| 2,780 | JSON Data Management – Supporting Schema-less Development in RDBMS | 2014 | SIGMOD | 8.1307901e-05 |
| 11,579 | JSON Schema Matching: Empirical Observations | 2020 | SIGMOD | 4.1905499e-05 |
| 2,785 | JSON: Data model, Query languages and Schema specification | 2017 | PODS | 8.1227206e-05 |