Leveraging Spatio-Temporal Redundancy for RFID Data Cleansing

Summary: Bayesian RFID data cleansing leveraging cross-reader and temporal redundancy, with priors and constraints. Proposes an n-state model; proves 3-state optimal; MH-C sampler enforces constraints for efficient posterior cleaning; validated. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4294
Venue: SIGMOD
Year: 2010
Pagerank: 6.0721842e-05
Overall Rank: 5,834 | 59.98%
DOI: 10.1145/1807167.1807176

Incoming Non-self Citations Over Time

Authors

1. Haiquan Chen (Auburn University)
2. Wei-Shinn Ku (Auburn University)
3. Haixun Wang (Microsoft)
4. Min-Te Sun (National Central University)

BibTeX Citation

@inproceedings{chen_sigmod10,
        title = {{Leveraging Spatio-Temporal Redundancy for RFID Data Cleansing}},
        author = {Chen, Haiquan and Ku, Wei-Shinn and Wang, Haixun and Sun, Min-Te},
        series = {{SIGMOD} '10},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1807167.1807176},
        url = {https://dl.acm.org/doi/10.1145/1807167.1807176},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,379	AutoPlait: Automatic Mining of Co-evolving Time Sequences	2014	SIGMOD	6.735265e-05
5,030	Learning-Based Cleansing for Indoor RFID Data	2016	SIGMOD	6.3954412e-05
5,866	Querying Uncertain Data with Aggregate Constraints	2011	SIGMOD	6.0615445e-05
8,435	Spatial Data Quality in the IoT Era: Management and Exploitation	2022	SIGMOD	5.4253644e-05
12,401	Distributed Inference and Query Processing for RFID Tracking and Monitoring	2011	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
238	MCDB: A Monte Carlo Approach to Managing Uncertain Data	2008	SIGMOD	0.0002369322
331	Trio: A System for Data, Uncertainty, and Lineage	2006	VLDB	0.00020936658
1,322	Design Considerations for High Fan-in Systems: The HiFi Approach	2005	CIDR	0.00011155403
1,331	Adaptive Cleaning for RFID Data Streams	2006	VLDB	0.00011130651
1,638	U-DBMS: A Database System for Managing Constantly-Evolving Data	2005	VLDB	0.00010155338
1,990	Temporal Management of RFID Data	2005	VLDB	9.3484709e-05
2,367	Using Probabilistic Models for Data Management in Acquisitional Environments	2005	CIDR	8.6855754e-05
2,750	Managing RFID Data (Extended Abstract)	2004	VLDB	8.1650184e-05
4,653	Query language support for incomplete information in the MayBMS system	2007	VLDB	6.5850987e-05
6,343	A Deferred Cleansing Method for RFID Data Analytics	2006	VLDB	5.9063839e-05

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#	Overall Rank	Paper	Year	Venue
1	3,371	Modeling and Querying Possible Repairs in Duplicate Detection	2009	VLDB
2	12,554	Efficient Storage Scheme and Query Processing for Supply Chain Management using RFID	2008	SIGMOD
3	10,322	Minimum Change ≠ Best Cleaning: Parallel and Incremental Error Detection under Integrity Constraints	2026	SIGMOD
4	12,081	Cleaning Timestamps with Temporal Constraints	2016	VLDB
5	2,750	Managing RFID Data (Extended Abstract)	2004	VLDB
6	12,401	Distributed Inference and Query Processing for RFID Tracking and Monitoring	2011	VLDB
7	1,990	Temporal Management of RFID Data	2005	VLDB
8	1,331	Adaptive Cleaning for RFID Data Streams	2006	VLDB
9	6,343	A Deferred Cleansing Method for RFID Data Analytics	2006	VLDB
10	5,030	Learning-Based Cleansing for Indoor RFID Data	2016	SIGMOD