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Ontology-Based Data Cleaning
8 references·0 citing·31 second hop
Ontology-Based Data Cleaning (2002)Ontology-Based Data CleaningPotter's Wheel: An Interactive Data Cleaning System (2001)Potter's Wheel: An Interactiv…Learning object identification rules for information integration (2001)Learning object identificatio…Discovering and reconciling value conflicts for numerical data integration (2001)Discovering and reconciling v…Declarative Data Cleaning: Language, Model, and Algorithms (2001)Declarative Data Cleaning: La…A knowledge-based approach for duplicate elimination in data cleaning (2001)A knowledge-based approach fo…Matching Algorithms within a Duplicate Detection System. (2000)Matching Algorithms within a …Data Cleaning: Problems and Current Approaches. (2000)Data Cleaning: Problems and C…The merge/purge problem for large databases (1995)The merge/purge problem for l…An overview of data warehousing and OLAP technology (1997)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)TAILOR: a record linkage toolbox (2003)Record linkage (2006)NADEEF (2013)Exploratory Data Mining and Data Cleaning (2003)Fundamentals of Data Warehouses (2003)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)The field matching problem: Algorithms and applications (1996)A Fast Linkage Detection Scheme for Multi-Source Information Integration (2005)Automatically detecting criminal identity deception: an adaptive detection algorithm (2006)A Multi-layer Approach for Data Cleaning in the Healthcare Domain (2022)Semantic Integration in Heterogeneous Databases Using Neural Networks (1994)Entity identification in database integration (2002)The inter-database instance identification problem in integrating autonomous systems (2003)Combining schema and instance information for integrating heterogeneous data sources (2006)Generic entity resolution with negative rules (2009)Incremental entity resolution on rules and data (2013)A Theory for Record Linkage (1969)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)CiteSeer (1998)Learning domain-independent string transformation weights for high accuracy object identification (2002)A Latent Dirichlet Model for Unsupervised Entity Resolution (2006)Automatic Linkage of Vital Records (1959)Measuring and Modelling Data Quality for Quality-Awareness in Data Mining (2007)Identity matching using personal and social identity features (2010)Modelling continuance intention of citizens in government Facebook page: A complementary PLS approach (2017)A Comparison of String Metrics for Matching Names and Records (2003)Conditional functional dependencies for capturing data inconsistencies (2008)Data Cleaning (2016)
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References

  • 2000Data Cleaning: Problems and Current Approaches.1,467 cited
  • 1995The merge/purge problem for large databases809 cited
  • 2001Potter's Wheel: An Interactive Data Cleaning System510 cited
  • 2001Declarative Data Cleaning: Language, Model, and Algorithms320 cited
  • 2001Learning object identification rules for information integration310 cited
  • 2001A knowledge-based approach for duplicate elimination in data cleaning101 cited
  • 2000Matching Algorithms within a Duplicate Detection System.81 cited
  • 2001Discovering and reconciling value conflicts for numerical data integration74 cited

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