FICSR: Feedback-based InConSistency Resolution and Query Processing on Misaligned Data Sources

Summary: FICSR: query-driven, feedback-based conflict-resolution for misaligned data sources, using ranked interpretation over traditional consistency. Enables a data-user feedback loop for constraint discovery and result ranking, with offline conflict analysis and online query processing. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3909
Venue: SIGMOD
Year: 2007
Pagerank: 5.7530103e-05
Overall Rank: 6,856 | 52.97%
DOI: 10.1145/1247480.1247499

Incoming Non-self Citations Over Time

Authors

1. Yan Qi (Arizona State University)
2. K. Selçuk Candan (Arizona State University)
3. Maria Luisa Sapino (University of Turin)

BibTeX Citation

@inproceedings{qi_sigmod07,
        title = {{FICSR: Feedback-based InConSistency Resolution and Query Processing on Misaligned Data Sources}},
        author = {Qi, Yan and Candan, K. Selçuk and Sapino, Maria Luisa},
        series = {{SIGMOD} '07},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1247480.1247499},
        url = {https://dl.acm.org/doi/10.1145/1247480.1247499},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,539	Reducing Uncertainty of Schema Matching via Crowdsourcing	2013	VLDB	6.6403822e-05
7,202	Sum-Max Monotonic Ranked Joins for Evaluating Top-K Twig Queries on Weighted Data Graphs	2007	VLDB	5.6755422e-05
7,406	Supporting OLAP Operations over Imperfectly Integrated Taxonomies	2008	SIGMOD	5.6243865e-05
8,853	Data Conflict Resolution Using Trust Mappings	2010	SIGMOD	5.3576841e-05
12,650	Integrating and Querying Taxonomies with QUEST in the Presence of Conflicts	2007	SIGMOD	5.093636e-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
22	Data Integration: A Theoretical Perspective	2002	PODS	0.00056204792
78	ULDBs: Databases with Uncertainty and Lineage	2006	VLDB	0.00036571789
170	Combining Fuzzy Information from Multiple Systems	1996	PODS	0.00027376361
180	Schema Mapping as Query Discovery	2000	VLDB	0.00026772368
297	Generic Schema Matching with Cupid	2001	VLDB	0.00022157284
454	Using Schema Matching to Simplify Heterogeneous Data Translation	1998	VLDB	0.00018133578
884	Mapping Data in Peer-to-Peer Systems: Semantics and Algorithmic Issues	2003	SIGMOD	0.00013419278
1,733	Reconciling while Tolerating Disagreement in Collaborative Data Sharing	2006	SIGMOD	9.906536e-05
2,049	XML Data Exchange: Consistency and Query Answering	2005	PODS	9.255274e-05
2,144	Enterprise Information Mashups: Integrating Information, Simply	2006	VLDB	9.0859011e-05
2,345	HePToX: Marrying XML and Heterogeneity in Your P2P Databases	2005	VLDB	8.7171017e-05
9,247	The Role of Integrity Constraints in Database Interoperation	1996	VLDB	5.2991006e-05

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