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: 3655
Venue: SIGMOD
Year: 2005
Pagerank: 8.4847146e-05
Overall Rank: 2,589 | 82.00%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Melanie Weis
2. Felix Naumann

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
319	Evaluation of entity resolution approaches on real-world match problems	2010	VLDB	0.00027781866
2,823	Interaction between Record Matching and Data Repairing	2011	SIGMOD	8.0593894e-05
3,712	MOMA - A Mapping-based Object Matching System	2007	CIDR	6.823134e-05
3,838	Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters	2006	SIGMOD	6.7134945e-05
5,235	Industry-Scale Duplicate Detection	2008	VLDB	5.6115647e-05
6,732	An Incrementally Maintainable Index for Approximate Lookups in Hierarchical Data	2006	VLDB	4.9477058e-05
7,256	Effective and Efficient Retrieval of Structured Entities	2020	VLDB	4.7869419e-05
8,015	Streaming Quotient Filter: A Near Optimal Approximate Duplicate Detection Approach for Data Streams	2013	VLDB	4.6051162e-05
11,054	Enriching Relations with Additional Attributes for ER	2024	VLDB	4.1945683e-05
12,362	Relational-Style XML Query	2008	SIGMOD	4.1945683e-05
12,425	XClean in Action: A Demonstration of Declarative XML Data Cleaning	2007	CIDR	4.1945683e-05
12,551	Automatic Data Fusion with HumMer	2005	VLDB	4.1945683e-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
67	The Merge/Purge Problem for Large Databases	1995	SIGMOD	0.00061348205
112	Potter's Wheel: An Interactive Data Cleaning System	2001	VLDB	0.00047045036
199	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB	0.00035041015
280	Eliminating Fuzzy Duplicates in Data Warehouses	2002	VLDB	0.00029113044
2,784	Approximate XML Joins	2002	SIGMOD	8.128931e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
9,174	RRXS: Redundancy reducing XML storage in relations	2003	VLDB	4.3838473e-05
992	XTRACT: A System for Extracting Document Type Descriptors from XML Documents	2000	SIGMOD	0.00014799689
936	Framework for Evaluating Clustering Algorithms in Duplicate Detection	2009	VLDB	0.0001521549
2,784	Approximate XML Joins	2002	SIGMOD	8.128931e-05
3,360	Modeling and Querying Possible Repairs in Duplicate Detection	2009	VLDB	7.1742067e-05
12,545	A Framework for Processing Complex Document-centric XML with Overlapping Structures	2005	SIGMOD	4.1945683e-05
280	Eliminating Fuzzy Duplicates in Data Warehouses	2002	VLDB	0.00029113044
6,042	MDedup: Duplicate Detection with Matching Dependencies	2020	VLDB	5.2405269e-05
7,056	Efficient Discovery of XML Data Redundancies	2006	VLDB	4.8492432e-05
5,235	Industry-Scale Duplicate Detection	2008	VLDB	5.6115647e-05