the-algorithm
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arrange recommendations chronologically, avoid repetition and tweets older than 48 hours
issue:
- the recommended tweets are sometimes 6-7 days old with outdated content
- tweets are shown repetitively even after seen by the user several times
- includes tweets already engaged by the user (reply / like / bookmark)
possible solutions
- recommended tweets should be ranked by the time and only latest tweets to be shown preferably chronologically
- once a recommended tweet is engaged with or does not meet the criteria of un-regrettable user minutes, it should be removed from future recommendations
- tweets that already appear in the user profile (tweets_with_replies) should be excluded from the recommendation