++Spicy: an Open-Source Tool for Second-Generation Schema Mapping and Data Exchange
Summary: ++Spicy is an open-source, second-generation schema-mapping and data-exchange system extending modern techniques to data fusion, cleaning, and ETL. Empirical comparisons show substantial practical advances over earlier mapping tools. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Bruno Marnette (Ecole Normale Superieure de Cachan; INRIA)
- 2. Giansalvatore Mecca (University of Basilicata)
- 3. Paolo Papotti (Roma Tre University)
- 4. Salvatore Raunich (University of Leipzig)
- 5. Donatello Santoro (Roma Tre University; University of Basilicata)
BibTeX Citation
@article{marnette_vldb11,
title = {{++Spicy: an Open-Source Tool for Second-Generation Schema Mapping and Data Exchange}},
author = {Marnette, Bruno and Mecca, Giansalvatore and Papotti, Paolo and Raunich, Salvatore and Santoro, Donatello},
journal = {PVLDB},
series = {{VLDB} '11},
volume = {4},
number = {12},
pages = {1438--1449},
doi = {10.14778/3402755.3402790},
url = {https://doi.org/10.14778/3402755.3402790},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,391 | Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks | 2020 | SIGMOD | 0.00010812249 |
| 1,683 | The iBench Integration Metadata Generator | 2016 | VLDB | 9.8804382e-05 |
| 2,160 | Open Data Integration | 2018 | VLDB | 8.9373643e-05 |
| 4,863 | That's All Folks! LLUNATIC Goes Open Source | 2014 | VLDB | 6.3757278e-05 |
| 4,884 | Value Invention in Data Exchange | 2013 | SIGMOD | 6.3680919e-05 |
| 5,398 | Incomplete Data: What Went Wrong, and How to Fix It | 2014 | PODS | 6.1473171e-05 |
| 5,803 | Making SQL Queries Correct on Incomplete Databases: A Feasibility Study | 2016 | PODS | 5.9867996e-05 |
| 7,364 | Schema Mappings for Data Graphs | 2017 | PODS | 5.5402725e-05 |
| 9,301 | Knowledge Translation | 2020 | VLDB | 5.1978467e-05 |
| 12,438 | Gain Control over your Integration Evaluations | 2015 | VLDB | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 12 of 12 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 182 | Schema Mapping as Query Discovery | 2000 | VLDB | 0.00026265768 |
| 204 | Declarative Data Cleaning: Language, Model, and Algorithms | 2001 | VLDB | 0.00025179068 |
| 392 | Data Exchange: Getting to the Core | 2003 | PODS | 0.00019215652 |
| 427 | Translating Web Data | 2002 | VLDB | 0.00018475614 |
| 1,575 | Generalized Schema-Mappings: From Termination To Tractability | 2009 | PODS | 0.00010189889 |
| 4,239 | OpenII: An Open Source Information Integration Toolkit | 2010 | SIGMOD | 6.7065847e-05 |
| 4,281 | Core Schema Mappings | 2009 | SIGMOD | 6.6866931e-05 |
| 4,706 | Towards a Theory of Schema-Mapping Optimization | 2008 | PODS | 6.4574226e-05 |
| 4,739 | Comparing and Evaluating Mapping Systems with STBenchmark | 2008 | VLDB | 6.441764e-05 |
| 4,752 | DEMo: Data Exchange Modeling Tool | 2009 | VLDB | 6.4340354e-05 |
| 5,177 | Scalable Data Exchange with Functional Dependencies | 2010 | VLDB | 6.2385872e-05 |
| 7,925 | Concise and Expressive Mappings with +Spicy | 2009 | VLDB | 5.4237306e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 9,953 | Meta-Mappings for Schema Mapping Reuse | 2019 | VLDB |
| 2 | 14,203 | Efficient development of data migration transformations | 2004 | SIGMOD |
| 3 | 6,238 | MapMerge: Correlating Independent Schema Mappings | 2010 | VLDB |
| 4 | 5,177 | Scalable Data Exchange with Functional Dependencies | 2010 | VLDB |
| 5 | 1,050 | Data-Driven Understanding and Refinement of Schema Mappings | 2001 | SIGMOD |
| 6 | 517 | Schema Mappings, Data Exchange, and Metadata Management | 2005 | PODS |
| 7 | 7,713 | Data Exchange with Data-Metadata Translations | 2008 | VLDB |
| 8 | 4,281 | Core Schema Mappings | 2009 | SIGMOD |
| 9 | 12,865 | The Spicy System: Towards a Notion of Mapping Quality | 2008 | SIGMOD |
| 10 | 7,925 | Concise and Expressive Mappings with +Spicy | 2009 | VLDB |