Post by account_disabled on Oct 24, 2023 19:45:44 GMT -8
Specialized tools are needed to generate them; properly collected and aggregated data and algorithms that, after processing, will be able to present appropriate results. We can distinguish 3 main types of algorithms. Collaborative Filtering – which means collaborative filtration. It is based on the assumption that similar users will make the same or similar decisions.
The algorithm collects and analyzes data about user behavior and activity, trying to match recommendations based on products or services purchased or viewed by other similar users. These are phone number list recommendations personalized to a given user, but based on the analysis of other users' behavior. Content-based filtering , filtering based on content. This is a type of recommendation focused.
Products that a given user was interested in. The tracking code collects information about the user's behavior - what subpages he visited, what products he viewed, added to the cart or purchased in the past. The algorithm prepares recommendations on this basis. It is therefore based on the similarity of items in which the user has previously expressed interest.