Recommendation Analytics and Engine Quiz
10 Questions
0 Views

Choose a study mode

Play Quiz
Study Flashcards
Spaced Repetition
Chat to Lesson

Podcast

Play an AI-generated podcast conversation about this lesson

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?

<p>Machine learning and predictive analytics (B)</p> Signup and view all the answers

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

<p>Collaborative Filtering (D)</p> Signup and view all the answers

What is a hybrid recommendation system?

<p>A system that uses both content-based and collaborative filtering simultaneously (C)</p> Signup and view all the answers

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

<p>Volume, Variety, Velocity (D)</p> Signup and view all the answers

What is mass customization?

<p>Personalizing products and services for customers in a cost-effective manner (B)</p> Signup and view all the answers

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

<p>To create a playlist based on user interactions with different Pandora stations (C)</p> Signup and view all the answers

Which audio streaming platform offers Playlist Recommendation Using Reinforcement Learning?

<p>Spotify (B)</p> Signup and view all the answers

More Like This

Use Quizgecko on...
Browser
Browser