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in Clustering - The Data Ensemble by
Movie recommendation systems are an example of:

Classification

Clustering

Reinforcement Learning

Regression

Options:

A. 2 Only

B. 1 and 2

C. 1 and 3

D. 2 and 3

E. 1, 2, and 3

F. 1, 2, 3, and 4

1 Answer

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Answer: (E)

Generally, movie recommendation systems cluster the users in a finite number of similar groups based on their previous activities and profile. Then, at a fundamental level, people in the same cluster are made similar recommendations.

In some scenarios, this can also be approached as a classification problem for assigning the most appropriate movie class to the user of a specific group of users. Also, a movie recommendation system can be viewed as a reinforcement learning problem where it learns from its previous recommendations and improves future recommendations.

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