Skip to content

Tracywangsw/TagRecs

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

22 Commits
 
 
 
 
 
 
 
 

Repository files navigation

This repository consists of two different recommend methods

Tag_based hybrid recommendation method

Attention

  • this program run in the python enviornment
  • run this program with the dataset of MovieLens Latest Datasets
  • check the file path when runing the program

Divide the dataset into two part : train set and test set

  • import split_set.py in the recommendation folder
  • run split_set.main()

Estimate the Tag_based hybrid recommendation method

  • Compare with the item_based method, random method by the criterial of precision, recall rate and f1
  • import test.py in the recommendation folder
  • run test.main()

Topic model and tag-based hybrid recommendtion method

About

a recommender based on tag collaborative flitering

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages