Question: Consider a recommendation system ( e . g . , Netflix ) . Suppose that there is a malicious user with 1 0 , 0

Consider a recommendation system (e.g., Netflix). Suppose that there is a malicious user with 10,000 fake email addresses. The user creates 10,000 Netflix accounts, and each account has the same user characteristics (same age, gender, likes, and dislikes). However, each fake user provides contradictory movie reviews. For example, a given fake user may claim to like Romantic Comedy films, but it rates 50 First Dates(a Romantic Comedy)1 out of 5 stars, whereas it rates The Joker(an Action Thriller)5 out of 5 stars.
What effect might this have on the recommendation system?

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!