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Big Data Quality: A Survey
16 references·9 citing·37 second hop
Big Data Quality: A Survey (2018)Big Data Quality: A SurveyBig Data technologies: A survey (2017)Big Data technologies: A surv…Factors influencing big data decision-making quality (2016)Factors influencing big data …Big data reduction framework for value creation in sustainable enterprises (2016)Big data reduction framework …Big data preprocessing: methods and prospects (2016)Big data preprocessing: metho…What is big data? A consensual definition and a review of key research topics (2015)What is big data? A consensua…Geospatial big data handling theory and methods: A review and research challenges (2015)Geospatial big data handling …Toward Scalable Systems for Big Data Analytics: A Technology Tutorial (2014)Toward Scalable Systems for B…Seven V's of Big Data understanding Big Data to extract value (2014)Seven V's of Big Data underst…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)Data quality for data science…Big Data: A Survey (2014)Big Data: A SurveyUndefined By Data: A Survey of Big Data Definitions (2013)Undefined By Data: A Survey o…Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data (2011)Understanding Big Data: Analy…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…Discovering data quality rules (2008)Discovering data quality rulesAnchoring data quality dimensions in ontological foundations (1996)Anchoring data quality dimens…A data-centric approach for ethical and trustworthy AI in journalism (2024)A data-centric approach for e…Development and evaluation of Artificial Intelligence techniques for IoT data quality assessment and curation (2023)Development and evaluation of…The Impact of Quality of Big Data Marketing Analytics (BDMA) on the Market and Financial Performance (2022)The Impact of Quality of Big …There is no AI without data (2021)There is no AI without dataExploring big data traits and data quality dimensions for big data analytics application using partial least squares structural equation modelling (2021)Exploring big data traits and…Data Quality Management in the Internet of Things (2021)Data Quality Management in th…Data Quality and Trust: Review of Challenges and Opportunities for Data Sharing in IoT (2020)Data Quality and Trust: Revie…Big Data Quality Dimensions: A Systematic Literature Review (2020)Big Data Quality Dimensions: …Big Data Quality Assurance Through Data Traceability: A Case Study of the National Standard Reference Data Program of Korea (2019)Big Data Quality Assurance Th…Reengineering the Corporation (1993)Reengineering the corporation: A manifesto for business revolution (1993)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)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)Firm Resources and Sustained Competitive Advantage (1991)Toward a knowledge‐based theory of the firm (1996)Firm resources and sustained competitive advantage (2004)Big data and disaster management: a systematic review and agenda for future research (2017)Circular economy and big data analytics: A stakeholder perspective (2018)Artificial intelligence applications in supply chain management (2021)Treatise on Basic Philosophy (1977)Data quality in context (1997)The Fourth Paradigm: Data-Intensive Scientific Discovery (2009)Big data analytics: a survey (2015)Big Data for Modern Industry: Challenges and Trends [Point of View] (2015)A survey of machine learning for big data processing (2016)An overview of business intelligence technology (2011)Big data: a revolution that will transform how we live, work, and think (2013)Critical analysis of Big Data challenges and analytical methods (2016)Human behavior and the principle of least effort (1949)Citizens as sensors: the world of volunteered geography (2007)User-Generated Geographic Information for Visitor Monitoring in a National Park: A Comparison of Social Media Data and Visitor Survey (2017)Location based services: ongoing evolution and research agenda (2018)Spatial Decision Support Systems: Three decades on (2018)Case Study Research: Design and Methods (1984)Big data: the management revolution. (2012)Big Data : The Management Revolution (2013)Big data analytics capabilities and knowledge management: impact on firm performance (2018)Big data analytics as an operational excellence approach to enhance sustainable supply chain performance (2019)Unlocking the value of artificial intelligence in human resource management through AI capability framework (2022)Beyond the hype: Big data concepts, methods, and analytics (2014)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)A survey towards an integration of big data analytics to big insights for value-creation (2018)Big data adoption: State of the art and research challenges (2019)Disaster resilience through big data: Way to environmental sustainability (2020)Big data: A review (2013)
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References

  • 2011Big data: The next frontier for innovation, competition, and productivity5,202 cited
  • 2014Big Data: A Survey2,909 cited
  • 1996Anchoring data quality dimensions in ontological foundations1,477 cited
  • 2011Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data1,467 cited
  • 2009Methodologies for data quality assessment and improvement1,294 cited
  • 2014Toward Scalable Systems for Big Data Analytics: A Technology Tutorial1,098 cited
  • 2017Big Data technologies: A survey994 cited
  • 2014Data quality for data science, predictive analytics, and big data in supply chain management: An introduction to the problem and suggestions for research and applications863 cited
  • 2016Factors influencing big data decision-making quality798 cited
  • 2015Geospatial big data handling theory and methods: A review and research challenges748 cited
  • 2016Big data preprocessing: methods and prospects714 cited
  • 2015What is big data? A consensual definition and a review of key research topics529 cited
  • 2013Undefined By Data: A Survey of Big Data Definitions385 cited
  • 2014Seven V's of Big Data understanding Big Data to extract value290 cited
  • 2016Big data reduction framework for value creation in sustainable enterprises

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279 cited
  • 2008Discovering data quality rules267 cited
  • Cited by

    • 2021There is no AI without data89 cited
    • 2021Data Quality Management in the Internet of Things76 cited
    • 2020Data Quality and Trust: Review of Challenges and Opportunities for Data Sharing in IoT70 cited
    • 2020Big Data Quality Dimensions: A Systematic Literature Review66 cited
    • 2021Exploring big data traits and data quality dimensions for big data analytics application using partial least squares structural equation modelling43 cited
    • 2023Development and evaluation of Artificial Intelligence techniques for IoT data quality assessment and curation38 cited
    • 2024A data-centric approach for ethical and trustworthy AI in journalism30 cited
    • 2019Big Data Quality Assurance Through Data Traceability: A Case Study of the National Standard Reference Data Program of Korea26 cited
    • 2022The Impact of Quality of Big Data Marketing Analytics (BDMA) on the Market and Financial Performance20 cited