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Profile matching users between Twitter & Facebook with ML.

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Profile Matching

Term project for COMP530 - Data Privacy and Security.

Dataset

Facebook User

A facebook user document has:

  • 3 fields for education
  • 3 fields for work
  • Location
  • Name
  • Photo
  • Site (more like headline)
  • Website
  • Background Photo
  • Biography
  • Username

Twitter User

A facebook user document has:

  • Followings array
  • Followers array
  • Location
  • Name
  • Photo
  • Site (more like headline)
  • Website
  • Background Photo
  • Biography
  • Username

TODOs

  • Implement more algoithms
  • Evaluation metrics should be implemented, check the papers.
  • UX Improvements, perhaps an HTML output.

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