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zeitgeistpm / ui

Zeitgeist general prediction markets application.
https://app.zeitgeist.pm
Apache License 2.0
16 stars 4 forks source link

Improve recommended markets #2125

Closed Robiquet closed 9 months ago

Robiquet commented 11 months ago

Instead of just matching markets with similar tags we can use something similar to the search functionality to find closer matches

yornaath commented 11 months ago

I think that would be a quite a bit more involved than search since we also have to determine the best input for the "search" for recommended markets, just based on a markets question and description. We cant just fuzzy match on any word since it would be to broad. So it probably would need something like a recomendation engine ala what Algolia have(https://www.algolia.com/doc/guides/algolia-recommend/overview/)

Basically when a user search for something the input to filter markets by is already cleaned and formatted in a way that it priortizes what the user wants. But recomending markets based on the data from another market we have to do that process programatically using an algorithm or AI.

Robiquet commented 11 months ago

I think that would be a quite a bit more involved than search since we also have to determine the best input for the "search" for recommended markets, just based on a markets question and description. We cant just fuzzy match on any word since it would be to broad. So it probably would need something like a recomendation engine ala what Algolia have(https://www.algolia.com/doc/guides/algolia-recommend/overview/)

Basically when a user search for something the input to filter markets by is already cleaned and formatted in a way that it priortizes what the user wants. But recomending markets based on the data from another market we have to do that process programatically using an algorithm or AI.

I think fuzzy search using market question would be sufficient, we would need to tighten up the relevancy score threshold and fall back to tags if not met. Here is an example:

image