INCA: Inconsistency-Aware Data Profiling and Querying

Summary: INCA annotates inconsistencies with why-provenance and provenance polynomials against denial constraints, enabling provenance-based profiling. 4 inconsistency measures under bag/set semantics; supports top-k and threshold queries for selective cleaning. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6042
Venue: SIGMOD
Year: 2021
Pagerank: 4.1945683e-05
Overall Rank: 11,462 | 20.27%
DOI: 10.1145/3448016.3452760

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Rank	Citing Paper	Year	Venue	Pagerank

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Showing 3 of 3 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
31	Provenance Semirings	2007	PODS	0.0007857786
3,467	Data Profiling – A Tutorial	2017	SIGMOD	7.069081e-05
8,145	Evaluating Top-k Queries with Inconsistency Degrees	2020	VLDB	4.5761263e-05

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