logo

Crowdly

Browser

Add to Chrome

You want to assess popularity (mis)calibration of a given recommender system usi...

✅ The verified answer to this question is available below. Our community-reviewed solutions help you understand the material better.

You want to assess popularity (mis)calibration of a given recommender system using the popularity calibration metrics %Δ𝜉 ("Delta metrics") we discussed in the lecture.

The items in the interaction history Hu of user u have the following popularity estimates (e.g., total number of users who interacted with the item):

 i1i2i3i4i5
Hu151324

The items in the recommendation list Ru of user u have the following popularity estimates (using the same underlying popularity definition as for Hu):

 i1i2i3i4i5i6i7i8i9
Ru67394250124567

Please calculate the popularity (mis)calibration of the recommender system for user u in terms of the %Δ𝜉 measure using the median for 𝜉 and reporting the result as percentage (like in the examples provided in the lecture).

More questions like this

Want instant access to all verified answers on moodle.jku.at?

Get Unlimited Answers To Exam Questions - Install Crowdly Extension Now!

Browser

Add to Chrome