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Area: Episerver Product Recommendations, Episerver Personalized Search & Navigation, Episerver Content Recommendations

Account-based modelling

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Important

  • Account-based modelling (ABM) is part of a closed beta program. Contact your Episerver representative for information about joining.
  • ABM is available only to super admins.
  • ABM is available only if you have at least 2 different content items for the account model to be used.
  • ABM is categorized as un-personalized recommendation.

Account-base modelling (ABM) is an optional feature for all delivery types, aimed at solving cold-start problems for all delivery types (mostly emails).

Sometimes a user does not have a model or profile, but other users in that person's group do have profiles, so using an aggreate model of the profiles of the users in the same group can serve as a proxy model for the user that does not have a profile. The proxy model is likely to provide better recommendations than just the latest content.

By default, ABM is disabled.

ABM-1.PNG

  • Key. Select a key from the additional information fields. For example, select Level. to be used for personalization.

    ABM-2.PNG

  • Value. Select the value from the list. For example, if you select silver, and a user does not have a model already, Personalization uses the aggregate of other people who have Level set to silver  as the user's model.

    ABM-3.PNG

To check the performance of the ABM feature, filter the following fields on the Engage Dashboard: Model Type is at least one of the following:

  • agg . Show all ABM recommendations.
  • agg:KEY. Show only ABM recommendations for the additional_info field KEY.
  • agg:company. Show only ABM recommendations that were using the key company.
  • agg:company:microsoft. Show only ABM recommendations that were using the key company and the value microsoft.

ABM-4a.png

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Last updated: Sep 29, 2020

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