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Towards Information Profiling: Data Lake Content Metadata Management
7 references·1 citing·37 second hop
Towards Information Profiling: Data Lake Content Metadata Management (2016)Towards Information Profiling: Data Lake …Titian: Data Provenance Support in Spark. (2015)Titian: Data Provenance Suppo…Titian (2015)TitianData Wrangling: The Challenging Yourney from the Wild to the Lake. (2015)Data Wrangling: The Challengi…Towards Next Generation BI Systems: The Analytical Metadata Challenge (2014)Towards Next Generation BI Sy…Data profiling revisited (2014)Data profiling revisitedA Comparison of Blocking Methods for Record Linkage (2014)A Comparison of Blocking Meth…SIGMa (2013)SIGMaNew Trends in Big Data Profiling (2022)New Trends in Big Data Profil…The Data Warehouse Lifecycle Toolkit : Expert Methods for Designing, Developing, and Deploying Data Warehouses (1998)Fusion Cubes (2013)A Self-Service Supporting Business Intelligence and Big Data Analytics Architecture (2017)Encouraging the use of self-service business intelligence – an examination of employee-related influencing factors (2020)Quarry: A User-centered Big Data Integration Platform (2020)Identity Uncertainty and Citation Matching (2002)Data Quality and Record Linkage Techniques (2007)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)CIDACS-RL: a novel indexing search and scoring-based record linkage system for huge datasets with high accuracy and scalability (2020)Deep learning for blocking in entity matching (2021)(Almost) all of entity resolution (2022)A comparison of string distance metrics for name-matching tasks (2003)Collective entity resolution in relational data (2007)Schema-Agnostic Progressive Entity Resolution (2018)Deep Sequence-to-Sequence Entity Matching for Heterogeneous Entity Resolution (2019)Three-dimensional Entity Resolution with JedAI (2020)Data preparation for data mining (1999)Data Cleaning: Problems and Current Approaches. (2000)Challenges and opportunities with big data (2012)Context-aware data quality assessment for big data (2018)Big data quality framework: a holistic approach to continuous quality management (2021)Data governance & quality management—Innovation and breakthroughs across different fields (2024)Data integration: the teenage years (2006)A Survey of Extract–Transform–Load Technology (2009)Security and Privacy : Global Standards for Ethical Identity Management in Contemporary Liberal Democratic States (2011)The VADA Architecture for Cost-Effective Data Wrangling (2017)Modeling Data Lakes with Data Vault: Practical Experiences, Assessment, and Lessons Learned (2019)Efficient lineage tracking for scientific workflows (2008)Querying and Managing Provenance through User Views in Scientific Workflows (2008)Putting lipstick on pig (2011)A software reference architecture for semantic-aware Big Data systems (2017)Improving reproducibility of data science pipelines through transparent provenance capture (2020)Production Machine Learning Pipelines (2021)The Measurement of Observer Agreement for Categorical Data (1977)Interrater reliability: the kappa statistic (2012)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement (2015)Big Data Systems (2020)
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References

  • 2014Data profiling revisited161 cited
  • 2013SIGMa143 cited
  • 2014A Comparison of Blocking Methods for Record Linkage123 cited
  • 2015Data Wrangling: The Challenging Yourney from the Wild to the Lake.120 cited
  • 2015Titian101 cited
  • 2015Titian: Data Provenance Support in Spark.85 cited
  • 2014Towards Next Generation BI Systems: The Analytical Metadata Challenge33 cited

Cited by

  • 2022New Trends in Big Data Profiling7 cited

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