Sample-Driven Schema Mapping

Summary: MWEAVER: real-time, sample-driven schema mapping from target samples via a spreadsheet interface; no explicit attribute matches. Algorithms infer mappings while masking schema semantics, yielding results about 5x faster than prior tools in user studies. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4513
Venue: SIGMOD
Year: 2012
Pagerank: 9.599707e-05
Overall Rank: 2,078 | 85.55%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 22 of 22 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
939	Data Lake Management: Challenges and Opportunities	2019	VLDB	0.00015187344
1,430	Duoquest: A Dual-Specification System for Expressive SQL Queries	2020	SIGMOD	0.00012031061
1,459	Query From Examples: An Iterative, Data-Driven Approach to Query Construction	2015	VLDB	0.00011889802
1,509	Discovering Queries based on Example Tuples	2014	SIGMOD	0.00011612727
1,546	KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing	2015	SIGMOD	0.00011446851
1,572	Reverse Engineering Complex Join Queries	2013	SIGMOD	0.00011298251
2,576	S4: Top-k Spreadsheet-Style Search for Query Discovery	2015	SIGMOD	8.5112408e-05
2,982	FastQRE: Fast Query Reverse Engineering	2018	SIGMOD	7.7801984e-05
3,661	Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity	2019	VLDB	6.8689912e-05
3,663	Reverse Engineering Aggregation Queries	2017	VLDB	6.8647221e-05
5,024	Towards Distribution-aware Query Answering in Data Markets	2022	VLDB	5.7535043e-05
5,208	Interactive Mapping Specification with Exemplar Tuples	2017	SIGMOD	5.6296265e-05
6,758	Data Migration using Datalog Program Synthesis	2020	VLDB	4.937199e-05
7,463	Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example	2018	VLDB	4.7232241e-05
8,802	Constructing Expressive Relational Queries with Dual-Specification Synthesis	2020	CIDR	4.4480274e-05
8,964	Knowledge Translation	2020	VLDB	4.4198627e-05
9,177	Cost-efficient Data Acquisition on Online Data Marketplaces for Correlation Analysis	2019	VLDB	4.3834281e-05
9,278	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	4.3639892e-05
9,379	GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example	2023	SIGMOD	4.3462787e-05
9,551	Data Integration and Data Exchange: It’s Really About Time	2013	CIDR	4.3255102e-05
11,636	Demonstration of a Multiresolution Schema Mapping System	2019	CIDR	4.1945683e-05
11,712	GeoFlux: Hands-Off Data Integration Leveraging Join Key Knowledge	2018	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
48	Data Integration: A Theoretical Perspective	2002	PODS	0.00069720859
54	DISCOVER: Keyword Search in Relational Databases	2002	VLDB	0.00066047203
208	Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach	2001	SIGMOD	0.0003460594
257	Making Database Systems Usable	2007	SIGMOD	0.00030223397
303	Generic Schema Matching with Cupid	2001	VLDB	0.00028301477
336	Bidirectional Expansion For Keyword Search on Graph Databases	2005	VLDB	0.00027020919
382	COMA - A system for flexible combination of schema matching approaches	2002	VLDB	0.00024823252
480	Translating Web Data	2002	VLDB	0.00022191997
518	Data Integration for the Relational Web	2009	VLDB	0.00021158934
621	Schema Mappings, Data Exchange, and Metadata Management	2005	PODS	0.00019005115
916	On Schema Matching with Opaque Column Names and Data Values	2003	SIGMOD	0.00015379422
1,065	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014338146
2,124	Characterizing Schema Mappings via Data Examples	2010	PODS	9.4912951e-05
3,110	Learning to Create Data-Integrating Queries	2008	VLDB	7.5475982e-05
3,866	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6837e-05
4,340	SPIDER: a Schema mapPIng DEbuggeR	2006	VLDB	6.2769021e-05
5,571	HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching	2009	VLDB	5.4283499e-05
6,792	Automatically Incorporating New Sources in Keyword Search-Based Data Integration	2010	SIGMOD	4.9249098e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
9,660	Meta-Mappings for Schema Mapping Reuse	2019	VLDB	4.3107389e-05
1,065	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014338146
4,396	Mapping Adaptation under Evolving Schemas	2003	VLDB	6.2239611e-05
8,823	The Role of Schema Matching in Large Enterprises	2009	CIDR	4.4415658e-05
5,564	Interactive Generation of Integrated Schemas	2008	SIGMOD	5.4320854e-05
2,788	Incremental Schema Matching	2006	VLDB	8.1251255e-05
8,824	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB	4.4415658e-05
6,155	MapMerge: Correlating Independent Schema Mappings	2010	VLDB	5.1802715e-05
3,866	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6837e-05
5,208	Interactive Mapping Specification with Exemplar Tuples	2017	SIGMOD	5.6296265e-05