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: 4514
Venue: SIGMOD
Year: 2012
Pagerank: 9.58883e-05
Overall Rank: 2,081 | 85.54%
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
936	Data Lake Management: Challenges and Opportunities	2019	VLDB	0.00015197838
1,421	Duoquest: A Dual-Specification System for Expressive SQL Queries	2020	SIGMOD	0.00012052759
1,456	Query From Examples: An Iterative, Data-Driven Approach to Query Construction	2015	VLDB	0.00011891284
1,502	Discovering Queries based on Example Tuples	2014	SIGMOD	0.00011614522
1,544	KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing	2015	SIGMOD	0.00011438274
1,575	Reverse Engineering Complex Join Queries	2013	SIGMOD	0.00011288804
2,577	S4: Top-k Spreadsheet-Style Search for Query Discovery	2015	SIGMOD	8.5066436e-05
2,990	FastQRE: Fast Query Reverse Engineering	2018	SIGMOD	7.7727915e-05
3,662	Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity	2019	VLDB	6.8647421e-05
3,668	Reverse Engineering Aggregation Queries	2017	VLDB	6.8581987e-05
5,022	Towards Distribution-aware Query Answering in Data Markets	2022	VLDB	5.7479778e-05
5,209	Interactive Mapping Specification with Exemplar Tuples	2017	SIGMOD	5.6245587e-05
6,736	Data Migration using Datalog Program Synthesis	2020	VLDB	4.9417961e-05
8,104	Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example	2018	VLDB	4.5815095e-05
8,801	Constructing Expressive Relational Queries with Dual-Specification Synthesis	2020	CIDR	4.4437822e-05
8,969	Knowledge Translation	2020	VLDB	4.415626e-05
9,181	Cost-efficient Data Acquisition on Online Data Marketplaces for Correlation Analysis	2019	VLDB	4.3792262e-05
9,283	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	4.3598353e-05
9,355	GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example	2023	SIGMOD	4.3484264e-05
9,588	Data Integration and Data Exchange: It’s Really About Time	2013	CIDR	4.3175708e-05
11,640	Demonstration of a Multiresolution Schema Mapping System	2019	CIDR	4.1905499e-05
11,718	GeoFlux: Hands-Off Data Integration Leveraging Join Key Knowledge	2018	SIGMOD	4.1905499e-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
47	Data Integration: A Theoretical Perspective	2002	PODS	0.00069691761
53	DISCOVER: Keyword Search in Relational Databases	2002	VLDB	0.00065993143
207	Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach	2001	SIGMOD	0.00034571837
257	Making Database Systems Usable	2007	SIGMOD	0.00030237174
304	Generic Schema Matching with Cupid	2001	VLDB	0.00028282278
337	Bidirectional Expansion For Keyword Search on Graph Databases	2005	VLDB	0.00027002505
383	COMA - A system for flexible combination of schema matching approaches	2002	VLDB	0.00024802484
480	Translating Web Data	2002	VLDB	0.00022166928
519	Data Integration for the Relational Web	2009	VLDB	0.00021148006
620	Schema Mappings, Data Exchange, and Metadata Management	2005	PODS	0.00018983367
915	On Schema Matching with Opaque Column Names and Data Values	2003	SIGMOD	0.00015362622
1,067	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014320456
2,130	Characterizing Schema Mappings via Data Examples	2010	PODS	9.4784293e-05
3,116	Learning to Create Data-Integrating Queries	2008	VLDB	7.5404022e-05
3,872	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6737583e-05
4,338	SPIDER: a Schema mapPIng DEbuggeR	2006	VLDB	6.271442e-05
5,586	HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching	2009	VLDB	5.4194791e-05
6,793	Automatically Incorporating New Sources in Keyword Search-Based Data Integration	2010	SIGMOD	4.9201319e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
9,661	Meta-Mappings for Schema Mapping Reuse	2019	VLDB	4.306608e-05
1,067	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014320456
4,393	Mapping Adaptation under Evolving Schemas	2003	VLDB	6.2184603e-05
8,824	The Role of Schema Matching in Large Enterprises	2009	CIDR	4.4371579e-05
5,568	Interactive Generation of Integrated Schemas	2008	SIGMOD	5.4286497e-05
2,792	Incremental Schema Matching	2006	VLDB	8.1185188e-05
8,825	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB	4.4371579e-05
6,158	MapMerge: Correlating Independent Schema Mappings	2010	VLDB	5.1753051e-05
3,872	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6737583e-05
5,209	Interactive Mapping Specification with Exemplar Tuples	2017	SIGMOD	5.6245587e-05