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Recommendation Analytics and Engine Quiz

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Recommendation Analytics and Engine Quiz

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Questions and Answers

What is the purpose of recommendation analytics?

To personalize the web experience

To provide suggestions to customers

To understand the performance of the recommendation tool (correct)

To track customer behavior patterns

What is the main focus of collaborative filtering?

Building a user profile based on preferences

Describing products using keywords

Predicting user preferences based on similar users

Analyzing user behavior data (correct)

How does content-based filtering work?

By predicting user preferences based on online activities

By gathering data on user behavior

By personalizing the web experience

By describing products and building user profiles (correct)

What technologies are used in recommendation engines?

Machine learning and predictive analytics Signup and view all the answers

Which type of recommendation system focuses on similarities with other users?

Collaborative Filtering Signup and view all the answers

What is a hybrid recommendation system?

A system that uses both content-based and collaborative filtering simultaneously Signup and view all the answers

What are the 'three v's' of big data?

Volume, Variety, Velocity Signup and view all the answers

What is mass customization?

Personalizing products and services for customers in a cost-effective manner Signup and view all the answers

What is the key goal of Pandora's Thumbprint radio?

To create a playlist based on user interactions with different Pandora stations Signup and view all the answers

Which audio streaming platform offers Playlist Recommendation Using Reinforcement Learning?

Spotify Signup and view all the answers