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A classification of data quality assessment and improvement methods
15 references·0 citing·35 second hop
A classification of data quality assessment and improvement methods (2014)A classification of data quality assessme…Data quality assessment: The Hybrid Approach (2013)Data quality assessment: The …Big data: The next frontier for innovation, competition, and productivity (2011)Big data: The next frontier f…Methodologies for data quality assessment and improvement (2009)Methodologies for data qualit…Data fusion (2009)Data fusionDiscovering data quality rules (2008)Discovering data quality rulesA Review of Information Quality Research - Develop a Research Agenda. (2007)A Review of Information Quali…Managing Information Quality (2006)Managing Information QualityA Survey of Data Quality Tools. (2005)A Survey of Data Quality Tool…A Formal Definition of Data Quality Problems. (2005)A Formal Definition of Data Q…Record Linkage: Current Practice and Future Directions (2003)Record Linkage: Current Pract…Data Quality: The Accuracy Dimension (2003)Data Quality: The Accuracy Di…Data quality assessment (2002)Data quality assessmentAutomatic segmentation of text into structured records (2001)Automatic segmentation of tex…The merge/purge problem for large databases (1995)The merge/purge problem for l…A Theory for Record Linkage (1969)A Theory for Record LinkageDeclarative Data Cleaning: Language, Model, and Algorithms (2001)Potter's Wheel: An Interactive Data Cleaning System (2001)Conditional Functional Dependencies for Data Cleaning (2007)Discovering Conditional Functional Dependencies (2010)Foundations of Data Quality Management (2012)Data quality: The other face of Big Data (2014)Reengineering the Corporation (1993)Reengineering the corporation: A manifesto for business revolution (1993)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)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)Open data quality measurement framework: Definition and application to Open Government Data (2016)Implications of the use of artificial intelligence in public governance: A systematic literature review and a research agenda (2021)The field matching problem: Algorithms and applications (1996)Digital libraries and autonomous citation indexing (1999)Merging the Results of Approximate Match Operations (2004)Comparative study of name disambiguation problem using a scalable blocking-based framework (2005)Modeling Information Manufacturing Systems to Determine Information Product Quality (1998)A systematic review of open government data initiatives (2015)Beyond the hype: Big data concepts, methods, and analytics (2014)Big Data: A Survey (2014)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)One Size Does Not Fit All---A Contingency Approach to Data Governance (2009)The impact of online brand community characteristics on customer engagement: An application of Stimulus-Organism-Response paradigm (2017)Pictorial content, sequence of conflicting online reviews and consumer decision-making: The stimulus-organism-response model revisited (2020)Reliability, mindfulness, and information systems (2006)Organizing Data Governance: Findings from the Telecommunications Industry and Consequences for Large Service Providers (2011)Data analytics in a privacy-concerned world (2019)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Exploratory Data Mining and Data Cleaning (2003)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)A comparison of string distance metrics for name-matching tasks (2003)Duplicate Record Detection: A Survey (2006)Big Data Integration (2013)Methodologies for Cross-Domain Data Fusion: An Overview (2015)
this work references cited by second hop

References

  • 2011Big data: The next frontier for innovation, competition, and productivity5,202 cited
  • 1969A Theory for Record Linkage2,522 cited
  • 2009Data fusion1,848 cited
  • 2002Data quality assessment1,724 cited
  • 2009Methodologies for data quality assessment and improvement1,294 cited
  • 1995The merge/purge problem for large databases809 cited
  • 2006Managing Information Quality364 cited
  • 2003Data Quality: The Accuracy Dimension321 cited
  • 2008Discovering data quality rules267 cited
  • 2001Automatic segmentation of text into structured records218 cited
  • 2003Record Linkage: Current Practice and Future Directions160 cited
  • 2005A Formal Definition of Data Quality Problems.109 cited
  • 2007A Review of Information Quality Research - Develop a Research Agenda.95 cited
  • 2005A Survey of Data Quality Tools.94 cited
  • 2013Data quality assessment: The Hybrid Approach49 cited

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