Attribute Weighting in User-Based Recommendations Algorithm | Community
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annief
New Member
December 16, 2024
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Attribute Weighting in User-Based Recommendations Algorithm

  • December 16, 2024
  • 2 replies
  • 827 views

I want to be able to tweak the Recommmended for you Algorithm to downrank certain types of content. I know the feature exists, but when I select "User-Based algorithm" the option disappears. Is there any alternatives that I could use to downrank certain attributes without having to remove them from recommendations all together?

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    Best answer by Gaureshk_Kodag

    Hi @annief ,

    I don't think there's any provisioning for your requirement while using the "recommended for you" criteria. I'll look into it further and see if there's any workaround.
    Thanks!

    2 replies

    RiteshY18
    Community Advisor
    RiteshY18Community Advisor
    Community Advisor
    December 20, 2024

    @annief i think it would not work right away, rather 1st  you need to prep a User-Based algorithm for certain data that are similar in experience 

      Gaureshk_Kodag
      Adobe Employee
      Gaureshk_KodagAdobe Employee
      Adobe Employee
      January 1, 2025

      Hi @annief ,

      You can use the Inclusion rules option from the criteria, as demonstrated in the below screenshot -
       
      Algorithm type - User based
      Algorithm - Recommended for you

      Filtering Key - Current Item
      Here I am using a static filter where I want to exclude products where the brand is equal to "mybrand"

       


      Let me know if this helps!

        A
        anniefAuthor
        New Member
        January 8, 2025

        Hello,
        Thank you for the reply.

        When I apply the static filter use the exclude operator, it will remove entities that matches the static filter completely. I would like to find a way to keep entities that match, include them in the recommendations, but if they match the static filter, they will show up lower in the ranking compared to entities that do not match the static filter.

        I hope that makes sense?

        Gaureshk_Kodag
        Adobe Employee
        Gaureshk_KodagAdobe EmployeeAccepted solution
        Adobe Employee
        January 8, 2025

        Hi @annief ,

        I don't think there's any provisioning for your requirement while using the "recommended for you" criteria. I'll look into it further and see if there's any workaround.
        Thanks!

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