DogmatiX Tracks down Duplicates in XML

Summary: DogmatiX extends duplicate detection to XML with a general framework (candidate, duplicate, detection). It uses XML-aware similarity that blends value similarity with structural cues from parents and children, plus XML-specific heuristics, validated empirically. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3717
Venue: SIGMOD
Year: 2005
Pagerank: 8.4574631e-05
Overall Rank: 2,531 | 82.64%
DOI: 10.1145/1066157.1066207

Incoming Non-self Citations Over Time

Authors

1. Melanie Weis (Humboldt University of Berlin)
2. Felix Naumann (Humboldt University of Berlin)

BibTeX Citation

@inproceedings{weis_sigmod05,
        title = {{DogmatiX Tracks down Duplicates in XML}},
        author = {Weis, Melanie and Naumann, Felix},
        series = {{SIGMOD} '05},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1066157.1066207},
        url = {https://dl.acm.org/doi/10.1145/1066157.1066207},
        year = {2005}
}

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
248	Evaluation of entity resolution approaches on real-world match problems	2010	VLDB	0.00023278354
2,782	Interaction between Record Matching and Data Repairing	2011	SIGMOD	8.1280264e-05
3,533	Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters	2006	SIGMOD	7.3366144e-05
3,568	MOMA - A Mapping-based Object Matching System	2007	CIDR	7.3021209e-05
5,754	Industry-Scale Duplicate Detection	2008	VLDB	6.0977946e-05
7,005	Effective and Efficient Retrieval of Structured Entities	2020	VLDB	5.7269998e-05
7,559	An Incrementally Maintainable Index for Approximate Lookups in Hierarchical Data	2006	VLDB	5.5985266e-05
8,020	Streaming Quotient Filter: A Near Optimal Approximate Duplicate Detection Approach for Data Streams	2013	VLDB	5.5059287e-05
11,262	Enriching Relations with Additional Attributes for ER	2024	VLDB	5.093636e-05
12,555	Relational-Style XML Query	2008	SIGMOD	5.093636e-05
12,619	XClean in Action: A Demonstration of Declarative XML Data Cleaning	2007	CIDR	5.093636e-05
12,744	Automatic Data Fusion with HumMer	2005	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
58	The Merge/Purge Problem for Large Databases	1995	SIGMOD	0.00040116748
94	Potter's Wheel: An Interactive Data Cleaning System	2001	VLDB	0.00034616103
201	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB	0.00025558602
306	Eliminating Fuzzy Duplicates in Data Warehouses	2002	VLDB	0.00021839661
2,699	Approximate XML Joins	2002	SIGMOD	8.2433011e-05

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1	9,347	RRXS: Redundancy reducing XML storage in relations	2003	VLDB
2	1,142	XTRACT: A System for Extracting Document Type Descriptors from XML Documents	2000	SIGMOD
3	871	Framework for Evaluating Clustering Algorithms in Duplicate Detection	2009	VLDB
4	2,699	Approximate XML Joins	2002	SIGMOD
5	3,371	Modeling and Querying Possible Repairs in Duplicate Detection	2009	VLDB
6	12,738	A Framework for Processing Complex Document-centric XML with Overlapping Structures	2005	SIGMOD
7	306	Eliminating Fuzzy Duplicates in Data Warehouses	2002	VLDB
8	5,391	MDedup: Duplicate Detection with Matching Dependencies	2020	VLDB
9	6,771	Efficient Discovery of XML Data Redundancies	2006	VLDB
10	5,754	Industry-Scale Duplicate Detection	2008	VLDB