Synthesizing Mapping Relationships Using Table Corpus

Summary: Synthesizes mapping relationships from a large table corpus by extracting co-occurring column pairs; uses functional-dependency constraints for validation. Web tables and enterprise spreadsheets yield high-quality mappings (e.g., country-country-code, company-stock-ticker) for cleaning and data integration. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5387
Venue: SIGMOD
Year: 2017
Pagerank: 4.49328e-05
Overall Rank: 8,497 | 40.95%
DOI: 10.1145/3035918.3064010

Incoming Non-self Citations Over Time

Authors

1. Yue Wang
2. Yeye He

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,507	Auto-Detect: Data-Driven Error Detection in Tables	2018	SIGMOD	8.6254741e-05
3,254	Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks	2020	SIGMOD	7.3172324e-05
3,483	Transform-Data-by-Example (TDE): An Extensible Search Engine for Data Transformations	2018	VLDB	7.0493668e-05
5,096	Auto-Transform: Learning-to-Transform by Patterns	2020	VLDB	5.6960764e-05
6,411	Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code	2018	SIGMOD	5.0675656e-05
6,798	DTT: An Example-Driven Tabular Transformer for Joinability by Leveraging Large Language Models	2024	SIGMOD	4.9186164e-05
8,044	Transform-Data-by-Example (TDE): Extensible Data Transformation in Excel	2018	SIGMOD	4.5950532e-05
9,405	TabulaX: Leveraging Large Language Models for Multi-Class Table Transformations	2025	VLDB	4.3399748e-05

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
62	Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge	2008	SIGMOD	0.00064239035
420	InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables	2012	SIGMOD	0.00023700634
899	Statistical Schema Matching across Web Query Interfaces	2003	SIGMOD	0.00015476061
1,527	Generic Schema Matching, Ten Years Later	2011	VLDB	0.00011494604
2,447	WISE-Integrator: An Automatic Integrator of Web Search Interfaces for E-Commerce	2003	VLDB	8.7958725e-05
2,607	Extraction and Integration of Partially Overlapping Web Sources	2013	VLDB	8.4615436e-05
3,293	Biperpedia: An Ontology for Search Applications	2014	VLDB	7.2598242e-05
3,826	Automatic Discovery of Attributes in Relational Databases	2011	SIGMOD	6.7204879e-05
4,849	SEMA-JOIN: Joining Semantically-Related Tables Using Big Table Corpora	2015	VLDB	5.872093e-05
5,938	DataXFormer: Leveraging the Web for Semantic Transformations	2015	CIDR	5.2605665e-05
8,974	Ontological Pathfinding: Mining First-Order Knowledge from Large Knowledge Bases	2016	SIGMOD	4.4148109e-05
11,947	Annotating Database Schemas to Help Enterprise Search	2015	VLDB	4.1905499e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
4,849	SEMA-JOIN: Joining Semantically-Related Tables Using Big Table Corpora	2015	VLDB	5.872093e-05
1,005	Recovering Semantics of Tables on the Web	2011	VLDB	0.00014694038
3,738	Auto-Join: Joining Tables by Leveraging Transformations	2017	VLDB	6.8006812e-05
3,827	Correlation Sketches for Approximate Join-Correlation Queries	2021	SIGMOD	6.7195959e-05
420	InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables	2012	SIGMOD	0.00023700634
6,798	DTT: An Example-Driven Tabular Transformer for Joinability by Leveraging Large Language Models	2024	SIGMOD	4.9186164e-05
1,914	Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks	2020	SIGMOD	0.00010111859
1,370	Answering Table Queries on the Web using Column Keywords	2012	VLDB	0.00012339543
6,158	MapMerge: Correlating Independent Schema Mappings	2010	VLDB	5.1753051e-05
814	Finding Related Tables	2012	SIGMOD	0.00016298739