Recommendation systems are information filtering tools that help present elements to users based on their tastes and preferences, for example, making suggestions for household items or specific products for a user. Currently, there are various types of recommendation systems. recommendation (SR) to address the increase in information on the Internet by companies and thus improve efficiency in their product sales processes through recommendations. Likewise, there are different types of recommendation systems that use specific techniques that meet the business objectives such as popularity systems that focus on the popularity of a product based on the criteria of likes, comments, the time a customer took to review the product, content that based on history of a client tries to predict what the user is looking for and suggest products in relation to the client’s possible tastes and collab...

Recommendation systems are information filtering tools that help present elements to users based on their tastes and preferences, for example, making suggestions for household items or specific products for a user. Currently, there are various types of recommendation systems. recommendation (SR) to address the increase in information on the Internet by companies and thus improve efficiency in their product sales processes through recommendations. Likewise, there are different types of recommendation systems that use specific techniques that meet the business objectives such as popularity systems that focus on the popularity of a product based on the criteria of likes, comments, the time a customer took to review the product, content that based on history of a client tries to predict what the user is looking for and suggest products in relation to the client’s possible tastes and collab...