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A Formal Definition of Data Quality Problems.
6 references·13 citing·42 second hop
A Formal Definition of Data Quality Problems. (2005)A Formal Definition of Data Quality Probl…A Taxonomy of Dirty Data (2003)A Taxonomy of Dirty DataData quality assessment (2002)Data quality assessmentDeclarative Data Cleaning: Language, Model, and Algorithms (2001)Declarative Data Cleaning: La…Data Cleaning: Problems and Current Approaches. (2000)Data Cleaning: Problems and C…Data quality and systems theory (1998)Data quality and systems theo…Anchoring data quality dimensions in ontological foundations (1996)Anchoring data quality dimens…Maturity model for the information-driven SME (2019)Maturity model for the inform…Quality of input data in emergency department simulations: Framework and assessment techniques (2018)Quality of input data in emer…Big Data Quality: A Survey (2018)Big Data Quality: A SurveyBig Data Quality Assessment Model for Unstructured Data (2018)Big Data Quality Assessment M…Assessing data quality – A probability-based metric for semantic consistency (2018)Assessing data quality – A pr…Big Data Quality: A Quality Dimensions Evaluation (2016)Big Data Quality: A Quality D…An Hybrid Approach to Quality Evaluation across Big Data Value Chain (2016)An Hybrid Approach to Quality…Data Quality Management with Semantic Technologies (2015)Data Quality Management with …A classification of data quality assessment and improvement methods (2014)A classification of data qual…Wanna improve process mining results? : it’s high time we consider data quality issues seriously (2013)Wanna improve process mining …A Taxonomy of Dirty Time-Oriented Data (2012)A Taxonomy of Dirty Time-Orie…Using Semantic Web Resources for Data Quality Management (2010)Using Semantic Web Resources …Effects of information quality on inventory management (2008)Effects of information qualit…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)Modeling Data and Process Quality in Multi-Input, Multi-Output Information Systems (1985)A framework for analysis of data quality research (1995)Building a Data Warehouse (2008)A Survey on Data Quality: Classifying Poor Data (2015)Detecting data errors (2016)Similarity encoding for learning with dirty categorical variables (2018)Basics of qualitative research : techniques and procedures for developing grounded theory (1998)Basics of Qualitative Research (3rd ed.): Techniques and Procedures for Developing Grounded Theory (2008)Data Quality in Process Mining (2020)Towards interactive event log forensics: Detecting and quantifying timestamp imperfections (2022)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)Data Quality For The Information Age (1997)Data Cleansing: Beyond Integrity Analysis 1 (2000)Criticality of data quality as exemplified in two disasters (2001)Quality-driven Integration of Heterogeneous Information Systems (2005)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)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)Modeling Information Manufacturing Systems to Determine Information Product Quality (1998)A systematic review of open government data initiatives (2015)Seven V's of Big Data understanding Big Data to extract value (2014)The Challenges of Data Quality and Data Quality Assessment in the Big Data Era (2015)A Survey on Cleaning Dirty Data Using Machine Learning Paradigm for Big Data Analytics (2018)Big Data Quality Dimensions: A Systematic Literature Review (2020)Big data: The next frontier for innovation, competition, and productivity (2011)Big Data: A Survey (2014)Data Quality and Trust: Review of Challenges and Opportunities for Data Sharing in IoT (2020)Data Quality Management in the Internet of Things (2021)There is no AI without data (2021)Simulation with Arena (1998)How Can Interactive Process Discovery Address Data Quality Issues in Real Business Settings? Evidence from a Case Study in Healthcare (2022)Quality-Informed Process Mining: A Case for Standardised Data Quality Annotations (2022)
this work references cited by second hop

References

  • 2002Data quality assessment1,724 cited
  • 1996Anchoring data quality dimensions in ontological foundations1,477 cited
  • 2000Data Cleaning: Problems and Current Approaches.1,467 cited
  • 1998Data quality and systems theory326 cited
  • 2001Declarative Data Cleaning: Language, Model, and Algorithms320 cited
  • 2003A Taxonomy of Dirty Data301 cited

Cited by

  • 2018Big Data Quality: A Survey107 cited
  • 2016Big Data Quality: A Quality Dimensions Evaluation83 cited
  • 2012A Taxonomy of Dirty Time-Oriented Data71 cited
  • 2018Quality of input data in emergency department simulations: Framework and assessment techniques54 cited
  • 2018Big Data Quality Assessment Model for Unstructured Data53 cited
  • 2010Using Semantic Web Resources for Data Quality Management49 cited
  • 2018Assessing data quality – A probability-based metric for semantic consistency44 cited
  • 2016An Hybrid Approach to Quality Evaluation across Big Data Value Chain42 cited
  • 2015Data Quality Management with Semantic Technologies38 cited
  • 2014A classification of data quality assessment and improvement methods

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37 cited
  • 2013Wanna improve process mining results? : it’s high time we consider data quality issues seriously34 cited
  • 2019Maturity model for the information-driven SME26 cited
  • 2008Effects of information quality on inventory management20 cited