DEV - Recommendation System

[sozkan4]

Description

This PR updates the recommendation algorithm in the my_spaces_list view to simplify it and make recommendations based on similar tags in posts across different spaces. The previous implementation had some errors and inconsistencies, which have been addressed in this PR.

Changes Made

• Updated the my_spaces_list view in spaces/views.py to use a simplified recommendation algorithm based on tag similarity.
• Removed the usage of the UserTagInteraction model and adjusted the strategy to count the total number of each tag used in posts for the user's spaces.
• Updated the Post model to include a method for updating the tags counter for recommendations.
• Extend Mock Data In ( generated_data ) to test the algorithm

Testing

• Manually tested the my_spaces_list view with various scenarios, including different tag combinations and spaces.
• Verified that the recommended spaces are based on the count of similar tags in posts across spaces.

Screenshots

Checklist

• [x] Updated the my_spaces_list view.
• [x] Removed the usage of UserTagInteraction model.
• [x] Added a method in the Post model for updating the tags counter.
• [x] Tested the changes and verified the expected behavior.
• [x] Updated the documentation and comments where necessary.

Please review this PR and let me know if any further changes are required. Thank you!

[ceydaduzgec]

Yes I agree with @sehmuzc. It seems like we don't need the migrations. Can you delete them please?

[sozkan4]

Hello again, it remains from the former usertaginteraction algo. I have deleted the files, could you please review again ? Thanks in advance.