/OFDClean

Contextual Data Cleaning with Ontological Functional Dependencies

Primary LanguageJavaMIT LicenseMIT

OFDClean

Pythpn implementation of Contextual Data Cleaning with Ontological Functional Dependencies.

Datasets

Dataset, ofds, senses of clinical data of Python code and Java code.

Source code

The source code is available here.

Python code

  • Initial sense assignment
  • Local sense refinement
  • Provided by Longtao Zheng

Data path and format

Input data should align with the format in directory datasets

Run

Configure the path of data, OFDs, and senses in main.py, then run python main.py.

Java code

  • Repair data by beam search
  • Provided by Zheng Zheng