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liyi-david/dblpmining

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Data Mining in Dblp.org

homework of datamining

IMPORTANT every time you update the database via script/dbgenerate.py, the script/dbprepare.py should follow

File Structure

  • dataset all the databases should be stored in this folder, formatted as sqlite3
  • scripts
    • dbgenerate.py used to generate the database automatically
  • lib this folder contains all main codes
    • conn.py an encapsulated module, used to apply query on textual databases
    • fptree.py describes how to construct a fp-tree
    • fpgrowth.py fp-growth algorithm
  • test several trivial testing scripts
  • hw1.py the main file of the first homework

Timeline

  • Mar 17th, 2016 start!
  • Mar 18th, 2016 bug fixed when crawling journal papers
  • Mar 19th, 2016 fp-tree's constructing algorithm finished
  • Apr 5th, 2016 the fp-growth algorithm has been finished

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homework of datamining

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