Roadmap: Hybrid Recommender?
See original GitHub issueHi,
I was looking at LightFM and saw item and user metadata being used for recommendations. This is really cool. Just wondering if such functionality is in the roadmap for spotlight
?
Issue Analytics
- State:
- Created 6 years ago
- Comments:5 (2 by maintainers)
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Top GitHub Comments
You can do this right now by constructing your representation layers in the right way.
For example, you can create an item representation layer that stores item metadata, then use the item indices passed into it during training to retrieve the metadata and return its representation as part of the item representation.
For example, you could write something like this:
@maciejkula Think it might be worth throwing some logic around this idea? Might be a good way to help the sequence models with cold-starting right?