Publications > Data Quality: The Other Side of Big Data

Big data = data quantity + data quality
  1. Dependencies for Graphs
    ACM Symposium on Principles of Database Systems (PODS), 2017
    Wenfei Fan and Ping Lu.
  2. Functional Dependencies for Graphs
    ACM SIGMOD Conference on Management of Data (SIGMOD), 2016.
    Wenfei Fan, Yinghui Wu and Jingbo Xu
  3. Data Quality: From Theory to Practice
    SIGMOD Record 44(3), Sept 2015 (invited).
    Wenfei Fan
  4. Detecting Errors in Numeric Attributes
    International Conference on Web-Age Information Management (WAIM) 2014.
    the Best Student Paper Award, 2014.
    Grace Fan, Wenfei Fan and Floris Geerts
  5. Conflict Resolution with Data Currency and Consistency
    ACM Journal of Data and Information Quality 4(4), 2014 (invited)
    Wenfei Fan, Floris Geerts, Nan Tang, and Wenyuan Yu
  6. On the Data Complexity of Relative Information Completeness
    Information Systems, 45:18-34, 2014
    Yang Cao, Ting Deng , Wenfei Fan, and Floris Geerts
  7. Interaction between Record Matching and Data Repairing
    ACM Journal of Data and Information Quality 5(1-2): 6:1-6:37, 2014
    Wenfei Fan, Shuai Ma, Nan Tang, and Wenyuan Yu
  8. Extending Inclusion Dependencies with Conditions
    Theoretical Computer Science (TCS), 515: 64-95, 2014.
    Shuai Ma, Wenfei Fan, and Loreto Bravo
  9. Determining the Relative Accuracy of Attributes
    ACM SIGMOD Conference on Management of Data (SIGMOD) 2013
    Yang Cao, Wenfei Fan and Wenyuan Yu
  10. Inferring Data Currency and Consistency for Conflict Resolution
    The 29th International Conference on Database Engineering (ICDE), 2013
    Wenfei Fan, Floris Geerts, Nan Tang and Wenyuan Yu
  11. Incremental Detection of Inconsistencies in Distributed Data
    IEEE Transactions on Knowledge and Data Engineering (TKDE) 26(6): 1367-1383, 2014 (invited)
    Wenfei Fan, Jianzhong Li, Nan Tang and Wenyuan Yu