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“ Piki selects music from a database of roughly 5 million songs and incentivizes users by giving them $1 for every 25 songs they rate. The Piki interface plays
by saltedonion 5y ago
“ Piki selects music from a database of roughly 5 million songs and incentivizes users by giving them $1 for every 25 songs they rate. The Piki interface plays a song, and then gives the listener the ability to rate it after different amounts of time. Specifically, the user can “dislike” the song after 3 seconds, “like” the song after 6 seconds and “superlike” it after 12 seconds.”
These people are training on a completely different set of features than what Spotify is using. For example, listen time is likely to be a important feature where a short time or a skip will be a pretty good proxy for a dislike.
In other words, the authors conclusions are conditioned on only using the features outlined in the article, like, dislike, and super like. And I’m not sure it will generalize for Spotify.
- sasha_at_piki 5y agoI'm the creator of Piki, the Cornell Tech app mentioned in the article. Give it a try, if you want next level recommendations https://piki.page.link/Rng5 https://piki.page.link/Rng5