Scenario: A social media platform aims to enhance user experience by recommending relevant content based on user interests. How could clustering algorithms be utilized to achieve this objective?
- Categorizing content by genre
- Grouping users based on similar interests for targeted content suggestions
- Indexing content by upload time
- Sorting content by popularity
Clustering algorithms can be used to group users based on their similar interests, preferences, and behavior patterns. By clustering users with similar interests together, the social media platform can recommend relevant content to each user based on the preferences of their respective clusters, thereby enhancing user experience.
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