Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

z-scoREC Implementation #485

Open
wants to merge 6 commits into
base: master
Choose a base branch
from

Conversation

yilmazerhakan
Copy link
Contributor

Description

Hi,

We introduced two novel collaborative filtering techniques for recommendation systems in cases of various cold-start situations and incomplete datasets.

  • Hakan Yilmazer, Selma Ayşe Özel, ImposeSVD: Incrementing PureSVD For Top-N Recommendations for Cold-Start Problems and Sparse Datasets, The Computer Journal, 2022;, bxac106, https://doi.org/10.1093/comjnl/bxac106.

The first model z-scoREC establishes an asymmetric weight matrix between items without using item meta-data and eradicates the disadvantages of neighborhood approaches by automatic determination of threshold values.

The implementation of z-scoREC model is implemented in this PR.

Related Issues

Checklist:

  • I have added tests.
  • I have updated the documentation accordingly.
  • I have updated README.md (if you are adding a new model).
  • I have updated examples/README.md (if you are adding a new example).

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

None yet

2 participants