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Automating the approximate record-matching process
5 references·8 citing·38 second hop
Automating the approximate record-matching process (2000)Automating the approximate record-matchin…Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Real-world Data is Dirty: Dat…Anchoring data quality dimensions in ontological foundations (1996)Anchoring data quality dimens…A framework for analysis of data quality research (1995)A framework for analysis of d…A Theory for Record Linkage (1969)A Theory for Record LinkageRecord linking: the design of efficient systems for linking records into individual and family histories. (1967)Record linking: the design of…Big Data—Supply Chain Management Framework for Forecasting: Data Preprocessing and Machine Learning Techniques (2024)Big Data—Supply Chain Managem…Quality-Informed Process Mining: A Case for Standardised Data Quality Annotations (2022)Quality-Informed Process Mini…Trends in Cleaning Relational Data: Consistency and Deduplication (2015)Trends in Cleaning Relational…Combining a Logical and a Numerical Method for Data Reconciliation (2009)Combining a Logical and a Num…Combining schema and instance information for integrating heterogeneous data sources (2006)Combining schema and instance…A Fast Linkage Detection Scheme for Multi-Source Information Integration (2005)A Fast Linkage Detection Sche…Improving Data Quality in Practice: A Case Study in the Italian Public Administration (2003)Improving Data Quality in Pra…Entity identification for heterogeneous database integration—a multiple classifier system approach and empirical evaluation (2003)Entity identification for het…A comparison of string distance metrics for name-matching tasks (2003)Adaptive duplicate detection using learnable string similarity measures (2003)A Survey of Measures and Methods for Matching Geospatial Vector Datasets (2016)On the efficient execution of bounded Jaro-Winkler distances (2016)The merge/purge problem for large databases (1995)Interactive deduplication using active learning (2002)Exploratory Data Mining and Data Cleaning (2003)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Automatic Linkage of Vital Records (1959)A Bayesian decision model for cost optimal record matching (2003)Record linkage methods for multidatabase data mining (2003)Handbook of Data Quality : Research and Practice (2020)Treatise on Basic Philosophy (1977)Data quality in context (1997)Methodologies for data quality assessment and improvement (2009)Data quality for data science, predictive analytics, and big data in supply chain management: An introduction to the problem and suggestions for research and applications (2014)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)MFIBlocks: An effective blocking algorithm for entity resolution (2012)Schema-Agnostic Progressive Entity Resolution (2018)Three-dimensional Entity Resolution with JedAI (2020)Out of the Crisis (1982)Information Systems Success: The Quest for the Dependent Variable (1992)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)A Taxonomy of Dirty Data (2003)Journey to Data Quality (2006)Overview and Framework for Data and Information Quality Research (2009)Duplicate Record Detection: A Survey (2006)Data fusion (2009)Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data (2011)CLAMS (2016)HoloClean: Holistic Data Repairs with Probabilistic Inference (2017)Data Diff (2018)Performance measurement system design (1995)Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review (2003)Beyond the hype: Big data concepts, methods, and analytics (2014)Leveraging synthetic data to tackle machine learning challenges in supply chains: challenges, methods, applications, and research opportunities (2025)Approximate data instance matching: a survey (2010)Constructing a decision support system for management of employee turnover risk (2011)
this work references cited by second hop

References

  • 1969A Theory for Record Linkage2,522 cited
  • 1996Anchoring data quality dimensions in ontological foundations1,477 cited
  • 1998Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem813 cited
  • 1995A framework for analysis of data quality research685 cited
  • 1967Record linking: the design of efficient systems for linking records into individual and family histories.106 cited

Cited by

  • 2009Combining a Logical and a Numerical Method for Data Reconciliation84 cited
  • 2005A Fast Linkage Detection Scheme for Multi-Source Information Integration83 cited
  • 2015Trends in Cleaning Relational Data: Consistency and Deduplication81 cited
  • 2003Entity identification for heterogeneous database integration—a multiple classifier system approach and empirical evaluation54 cited
  • 2024Big Data—Supply Chain Management Framework for Forecasting: Data Preprocessing and Machine Learning Techniques50 cited
  • 2006Combining schema and instance information for integrating heterogeneous data sources47 cited
  • 2003Improving Data Quality in Practice: A Case Study in the Italian Public Administration39 cited
  • 2022Quality-Informed Process Mining: A Case for Standardised Data Quality Annotations20 cited

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