Interactive Join Query Inference with JIM
Summary: JIM enables interactive join inference, users label tuples as posneg via Boolean membership queries to specify nary join predicates. It grays out uninformed candidates and guides to minimal interactions, aiding data integration and crowdsourcing tasks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Angela Bonifati
- 2. Radu Ciucanu
- 3. Sławek Staworko
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,684 | SPARQLByE: Querying RDF data by example | 2016 | VLDB | 6.8465042e-05 |
| 4,963 | Explaining and Querying Knowledge Graphs by Relatedness | 2017 | VLDB | 5.7971866e-05 |
| 8,696 | Effective Entity Augmentation By Querying External Data Sources | 2023 | VLDB | 4.4660032e-05 |
| 9,278 | Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples | 2016 | SIGMOD | 4.3639892e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 267 | Human-powered Sorts and Joins | 2012 | VLDB | 0.00029690405 |
| 866 | Leveraging Transitive Relations for Crowdsourced Joins | 2013 | SIGMOD | 0.00015801196 |
| 5,091 | EIRENE: Interactive Design and Refinement of Schema Mappings via Data Examples | 2011 | VLDB | 5.7032726e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,208 | Interactive Mapping Specification with Exemplar Tuples | 2017 | SIGMOD | 5.6296265e-05 |
| 3,824 | Correlation Sketches for Approximate Join-Correlation Queries | 2021 | SIGMOD | 6.7260705e-05 |
| 3,335 | DeepJoin: Joinable Table Discovery with Pre-trained Language Models | 2023 | VLDB | 7.2065006e-05 |
| 7,668 | Human-in-the-loop Data Integration | 2017 | VLDB | 4.6834075e-05 |
| 3,990 | FactorJoin: A New Cardinality Estimation Framework for Join Queries | 2023 | SIGMOD | 6.5581983e-05 |
| 8,417 | The Case for Learned In-Memory Joins | 2023 | VLDB | 4.5194164e-05 |
| 1,572 | Reverse Engineering Complex Join Queries | 2013 | SIGMOD | 0.00011298251 |
| 1,509 | Discovering Queries based on Example Tuples | 2014 | SIGMOD | 0.00011612727 |
| 5,691 | Putting Things into Context: Rich Explanations for Query Answers using Join Graphs | 2021 | SIGMOD | 5.3684557e-05 |
| 866 | Leveraging Transitive Relations for Crowdsourced Joins | 2013 | SIGMOD | 0.00015801196 |