Last updated 15 month ago

Collaborative Filtering

What is Collaborative Filtering (CF)?

Definition and meaning of Collaborative Filtering

Collaborative Filtering (CF) is a Method normally used to Construct customized hints at the Web. Some famous Websites that Make use of the collaborative filtering generation encompass Amazon, Netflix, ITunes, IMDB, LastFM, Delicious and StumbleUpon. In collaborative filtering, Algorithms are used to make Computerized predictions approximately a user’s hobbies by means of compiling preferences from several users.

What Does Collaborative Filtering Mean?

For Instance, a Domain like Amazon may recommend that the customers who buy books A and B buy e book C as properly. This is achieved by evaLuating the historic preferences of those who have purchased the equal books.

Different styles of collaborative filtering are as follows:

  • Memory Based: This method makes use of consumer score inFormation to calculate the likeness among the customers or items. This calculated likeness is then used to make tips.
  • Model Based: Models are created with the aid of the usage of information Mining, and the Device learns algorithms to search for behavior in keePing with training statistics. These models are then used to come up with predictions for real information.
  • Hybrid: Various programs integrate the version-based totally and reminiscence-based totally CF algorithms.

What does CF stand for?

When we refer to CF as an acronym of Collaborative Filtering, we mean that CF is formed by taking the initial letters of each significant word in Collaborative Filtering. This process condenses the original phrase into a shorter, more manageable form while retaining its essential meaning. According to this definition, CF stands for Collaborative Filtering.

Let's improve Collaborative Filtering term definition knowledge

If you have a better way to define the term "Collaborative Filtering" or any additional information that could enhance this page, please share your thoughts with us.
We're always looking to improve and update our content. Your insights could help us provide a more accurate and comprehensive understanding of Collaborative Filtering.
Whether it's definition, Functional context or any other relevant details, your contribution would be greatly appreciated.
Thank you for helping us make this page better!

Frequently asked questions:

What is the abbreviation of Collaborative Filtering?
Abbreviation of the term Collaborative Filtering is CF
What does CF stand for?
CF stands for Collaborative Filtering
What is Collaborative Filtering (CF)?
Collaborative Filtering (CF) is a Method normally used to Construct customized hints at the Web. Some famous Websites that Make use of the collaborative filtering generation encompass Amazon, Netflix, ITunes, IMDB, LastFM, Delicious and StumbleUpon.

Share Collaborative Filtering article on social networks

Your Score to Collaborative Filtering definition

Score: 5 out of 5 (1 voters)

Be the first to comment on the Collaborative Filtering definition article

1790- V14
Terms & Conditions | Privacy Policy

Tech-Term.comĀ© 2024 All rights reserved