none
[Machine Learning Recommendations API] Recommendations adjustment in realtime RRS feed

  • Question

  • All,

    I'm wondering , does Recommendations API can adjust recommendation basing on realtime usage event acquisition from website for instance.

    It appears  that API only works with manually uploaded files.

    I have sent a lot of usage events (AddUsageEvent) for the different users and Items and according usage statistics (GetUsageStatistics) all those events has been captured by model.

    But it didn't change recommendation results somehow, even after model rebuild.

    Could someone advice?

    Thursday, March 17, 2016 10:38 AM

Answers

  • The events sent through AddUsageEvents are consumed by the recommendations API. So, assuming the pattern of consumption for your items changed, they should change the model after you rebuild it.

    Could you send the model id / build id information to mlapi@microsoft.com. Please refer to this forum question, and we can dig deeper into why you are not seeing changes...

    Thanks!

    Luis Cabrera
    Program Manager
    Recommendations API


    Luis Cabrera. Program Manager -- Azure Machine Learning @luisito_cabrera Disclaimer: This post is provided AS IS - with no warranties, and confer no rights.

    Friday, March 18, 2016 3:04 AM
    Moderator

All replies

  • The events sent through AddUsageEvents are consumed by the recommendations API. So, assuming the pattern of consumption for your items changed, they should change the model after you rebuild it.

    Could you send the model id / build id information to mlapi@microsoft.com. Please refer to this forum question, and we can dig deeper into why you are not seeing changes...

    Thanks!

    Luis Cabrera
    Program Manager
    Recommendations API


    Luis Cabrera. Program Manager -- Azure Machine Learning @luisito_cabrera Disclaimer: This post is provided AS IS - with no warranties, and confer no rights.

    Friday, March 18, 2016 3:04 AM
    Moderator
  • Thanks Luis.

    I have sent  an email with details

    Friday, March 18, 2016 7:07 AM