Schema-As-You-Go: On Probabilistic Tagging and Querying of Wide Tables

Summary: Schema-As-You-Go proposes a tag-based semantic layer that separates user actions from database operations on wide, heterogeneous tables. Ingested values carry user-provided tags; queries interpret tag semantics to retrieve data, enabling flexible, vocabulary-free querying with proven effectiveness. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4381
Venue: SIGMOD
Year: 2011
Pagerank: 4.1945683e-05
Overall Rank: 12,170 | 15.34%
DOI: -

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

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
7	Optimal Aggregation Algorithms for Middleware [Extended Abstract]	2001	PODS	0.0015496097
107	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00048377684
149	Trio: A System for Integrated Management of Data, Accuracy, and Lineage	2005	CIDR	0.00041101118
208	Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach	2001	SIGMOD	0.0003460594
721	Data Integration with Uncertainty	2007	VLDB	0.00017570539
1,213	RDF-3X: a RISC-style Engine for RDF	2008	VLDB	0.0001325231
1,858	Bootstrapping Pay-As-You-Go Data Integration Systems	2008	SIGMOD	0.00010301124
1,970	Approximate Lineage for Probabilistic Databases	2008	VLDB	9.896375e-05
2,125	EASE: An Effective 3-in-1 Keyword Search Method for Unstructured, Semi-structured and Structured Data	2008	SIGMOD	9.4893973e-05
3,185	Top-k Queries on Uncertain Data: On Score Distribution and Typical Answers	2009	SIGMOD	7.4192604e-05
3,631	On-the-Fly Entity-Aware Query Processing in the Presence of Linkage	2010	VLDB	6.9014378e-05
3,637	Semantic Integration in Heterogeneous Databases Using Neural Networks	1994	VLDB	6.8959519e-05
4,433	The Case for a Wide-Table Approach to Manage Sparse Relational Data Sets	2007	SIGMOD	6.1935064e-05
4,486	OpenII: An Open Source Information Integration Toolkit	2010	SIGMOD	6.1455674e-05
5,385	Indexing Dataspaces	2007	SIGMOD	5.5381684e-05
5,672	Effective Keyword-based Selection of Relational Databases	2007	SIGMOD	5.3784128e-05
6,713	Query Relaxation Using Malleable Schemas	2007	SIGMOD	4.951387e-05
7,791	Similarity Search on Bregman Divergence: Towards Non-Metric Indexing	2009	VLDB	4.6502309e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
4,092	Structured Annotations of Web Queries	2010	SIGMOD	6.4561959e-05
902	Statistical Schema Matching across Web Query Interfaces	2003	SIGMOD	0.00015486247
1,001	Recovering Semantics of Tables on the Web	2011	VLDB	0.00014706505
5,933	Capturing and Querying Multiple Aspects of Semistructured Data	1999	VLDB	5.2668503e-05
721	Data Integration with Uncertainty	2007	VLDB	0.00017570539
9,851	Adaptive Schema Databases	2017	CIDR	4.2721228e-05
1,858	Bootstrapping Pay-As-You-Go Data Integration Systems	2008	SIGMOD	0.00010301124
2,425	Instance-based Schema Matching for Web Databases by Domain-specific Query Probing	2004	VLDB	8.8376569e-05
7,422	Meaningful Labeling of Integrated Query Interfaces	2006	VLDB	4.7343948e-05
12,223	Schema Clustering and Retrieval for Multi-domain Pay-As-You-Go Data Integration Systems	2010	SIGMOD	4.1945683e-05