Showing posts with label Recommender. Show all posts
Showing posts with label Recommender. Show all posts

Tuesday, April 4, 2023

Recommender Systems

Long tail effect :  Many popular products are found in both Retail / Online 
                    less popular products are found only online  

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Modelling Recommender Systems 

U = {USERS}
I = {ITEMS}
F is a utility function, measures the usefulness of items I to user U.
F:UxI -> R where R is the rating 

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Characteristics of recommendation system



Types of recommender system 





SVD - Singular value decomposition







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