A Deferred Cleansing Method for RFID Data Analytics

Summary: Introduces deferred, application-specific RFID anomaly cleansing via declarative sequence rules, avoiding one-size-fits-all eager preprocessing. Query rewriting exploits predicates to cleanse only relevant data while preserving answers, using standard SQL/OLAP execution. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 9624
Venue: VLDB
Year: 2006
Pagerank: 5.9063839e-05
Overall Rank: 6,343 | 56.49%
DOI: 10.14778/1453856.1453872

Incoming Non-self Citations Over Time

Authors

1. Jun Rao (IBM)
2. Sangeeta Doraiswamy (IBM)
3. Hetal Thakkar (University of California Los Angeles)
4. Latha S. Colby (IBM)

BibTeX Citation

@article{rao_vldb06,
        title = {{A Deferred Cleansing Method for RFID Data Analytics}},
        author = {Rao, Jun and Doraiswamy, Sangeeta and Thakkar, Hetal and Colby, Latha S.},
        journal = {PVLDB},
        series = {{VLDB} '06},
        volume = {1},
        number = {1},
        pages = {125--136},
        doi = {10.14778/1453856.1453872},
        url = {https://doi.org/10.14778/1453856.1453872},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,834	Leveraging Spatio-Temporal Redundancy for RFID Data Cleansing	2010	SIGMOD	6.0721842e-05
12,401	Distributed Inference and Query Processing for RFID Tracking and Monitoring	2011	VLDB	5.093636e-05
12,554	Efficient Storage Scheme and Query Processing for Supply Chain Management using RFID	2008	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
33	Consistent Query Answers in Inconsistent Databases	1999	PODS	0.00049907763
158	Robust and Efficient Fuzzy Match for Online Data Cleaning	2003	SIGMOD	0.00028199923
337	Model-Driven Data Acquisition in Sensor Networks	2004	VLDB	0.00020783399
586	ConQuer: Efficient Management of Inconsistent Databases	2005	SIGMOD	0.00016124396
874	On the Decidability and Complexity of Query Answering over Inconsistent and Incomplete Databases	2003	PODS	0.00013481551
1,787	Adapting Materialized Views after Redefinitions	1995	SIGMOD	9.7681572e-05
1,990	Temporal Management of RFID Data	2005	VLDB	9.3484709e-05
2,524	Optimization of Sequence Queries in Database Systems	2001	PODS	8.4681197e-05
2,750	Managing RFID Data (Extended Abstract)	2004	VLDB	8.1650184e-05
3,374	Integrating Automatic Data Acquisition with Business Processes: Experiences with SAP's Auto-ID Infrastructure	2004	VLDB	7.4640927e-05
6,152	Supporting RFID-based Item Tracking Applications in Oracle DBMS Using a Bitmap Datatype	2005	VLDB	5.9573045e-05
7,719	Data Cleaning in Microsoft SQL Server 2005	2005	SIGMOD	5.55926e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	201	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB
2	5,972	Query-Driven Approach to Entity Resolution	2013	VLDB
3	2,314	SASE: Complex Event Processing over Streams	2007	CIDR
4	12,401	Distributed Inference and Query Processing for RFID Tracking and Monitoring	2011	VLDB
5	5,030	Learning-Based Cleansing for Indoor RFID Data	2016	SIGMOD
6	12,554	Efficient Storage Scheme and Query Processing for Supply Chain Management using RFID	2008	SIGMOD
7	1,331	Adaptive Cleaning for RFID Data Streams	2006	VLDB
8	1,990	Temporal Management of RFID Data	2005	VLDB
9	229	High-Performance Complex Event Processing over Streams	2006	SIGMOD
10	5,834	Leveraging Spatio-Temporal Redundancy for RFID Data Cleansing	2010	SIGMOD