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Recommendation Analytics vs Recommendation Engine

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Recommendation Analytics vs Recommendation Engine

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Questions and Answers

What is the main feature of a hybrid recommendation system?

Provides personalized products and services

Focuses on big data analysis

Uses only collaborative filtering

Recommends products using content-based and collaborative filtering simultaneously (correct)

Which of the following best describes big data?

Involves analyzing data at a slow pace

Refers to the small, specific sets of information

Focuses on analyzing individual data points

Includes large, diverse sets of information that grow rapidly (correct)

What is the primary goal of mass customization in business?

Aims to provide personalized products and services in a cost-effective manner (correct)

Focuses on mass production only

Increases overall production costs

Fulfills general customer demands

Which music streaming service uses the Music Genome Project for personalized recommendations?

Pandora (A) Signup and view all the answers

On which page do users first encounter most of the recommendations in Netflix?

Homepage (C) Signup and view all the answers

What does a hybrid recommendation system combine to provide recommendations?

Content-based and collaborative filtering (C) Signup and view all the answers

Which of the following best defines big data?

Information that encompasses volume, velocity, and variety (A) Signup and view all the answers

What is the primary advantage of mass customization in business?

Personalized products and services for customers (D) Signup and view all the answers

Which music streaming service relies on the Music Genome Project for personalized recommendations?

Pandora (A) Signup and view all the answers

What is the key concept behind Pandora's Thumbprint radio?

Creating stations based on user interactions (C) Signup and view all the answers