Which of the following statements about content-based filtering is TRUE?
A. With content-based filtering, users receive recommendations for items liked by similar users.
B. With content-based filtering, users receive recommendations for items that are similar in type to ones they already like.
C. Both A and B are true
D. Neither A nor B are true
Question & Answer
Which of the following statements about content-based filtering is TRUE?
1 Answer
Verified archiveThe correct answer is B. With content-based filtering, users receive recommendations for items that are similar in type to ones they already like.
Explanation: Content-based filtering focuses on the characteristics of items and the preferences of the user to suggest similar items. This means it analyzes the features of items the user has liked in the past to recommend new items that have similar characteristics. In contrast, user-based collaborative filtering—which is not what content-based filtering refers to—offers recommendations based on the preferences of similar users.