Sökning: "Roshni Sundaramurthy"

Hittade 1 uppsats innehållade orden Roshni Sundaramurthy.

1. 1. Recommender System for Gym Customers

   Master-uppsats, Linköpings universitet/Statistik och maskininlärning

   Författare :Roshni Sundaramurthy; [2020]
   Nyckelord :Recommender system; collaborative filtering; matrix factorization; sparse matrix; latent semantic analysis; singular value decomposition; alternating least square; Bayesian personalized ranking; logistic matrix factorization; stochastic gradient descent; AUC metric; mean average precision; normalized discounted cumulative gain; Rekommendationssystem;

   Sammanfattning : Recommender systems provide new opportunities for retrieving personalized information on the Internet. Due to the availability of big data, the fitness industries are now focusing on building an efficient recommender system for their end-users. This thesis investigates the possibilities of building an efficient recommender system for gym users. LÄS MER