Essays about: "Collaborative-filtering"

Showing result 11 - 15 of 87 essays containing the word Collaborative-filtering.

  1. 11. A Recommender System for Suggested Sites using Multi-Armed Bandits : Initialising Bandit Contexts by Neural Collaborative Filtering

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : William Stenberg; [2021]
    Keywords : Recommender Systems; Neural Collaborative Filtering; Multi-Armed Bandits;

    Abstract : The abundance of information available on the internet necessitates means of quickly finding what is relevant for the individual user. To this end, there has been much research concerning recommender systems and lately specifically methods using deep learning for such systems. READ MORE

  3. 12. Federated Neural Collaborative Filtering for privacy-preserving recommender systems

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Johannes Langelaar; Adam Strömme Mattsson; [2021]
    Keywords : Machine learning; Federated learning; Deep learning; Artificial intelligence; AI; Neural networks; Recommender systems; Recommendation systems; Collaborative filtering; Privacy; Federated averaging; Movielens;

    Abstract : In this thesis a number of models for recommender systems are explored, all using collaborative filtering to produce their recommendations. Extra focus is put on two models: Matrix Factorization, which is a linear model and Multi-Layer Perceptron, which is a non-linear model. READ MORE

  4. 13. Automatic Music Recommendation for Businesses : Using a two-stage Membership model for track recommendation

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Svante Haapanen Rollenhagen; [2021]
    Keywords : Deep Learning; Music Recommendation; Recommendation Systems; Music Informatics.; Djupinlärning; Musikrekommendation; Rekommendationssystem; Musikinformatik.;

    Abstract : This thesis proposes a two-stage recommendation system for providing music recommendations based on seed playlists as inputs. The goal is to help businesses find relevant and brand-fit music to play in their venues. READ MORE

  5. 14. Recommendation system for job coaches

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Nils Söderkvist; [2021]
    Keywords : database; graph; graph database; recommendation system; recommender system;

    Abstract : For any unemployed person in Sweden that is looking for a job, the most common place they can turn to is the Swedish Public Employment Service, also known as Arbetsförmedlingen, where they can register to get help with the job search process. Occasionally, in order to land an employment, the person might require extra guidance and education, Arbetsförmedlingen outsource this education to external companies called providers where each person gets assigned a coach that can assist them in achieving an employment quicker. READ MORE

  6. 15. Creating Recommendations for User-Created Content in the Vocolize Application

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Sebastian Rasimus; [2021]
    Keywords : ;

    Abstract : Vocolize is an application that allows users to record videos of themselves singing along to the original recordings of popular music from their favorite artists. Users are able to share their recorded videos within the application for everyone to view. READ MORE