Essays about: "Rekommendationssystem"

Showing result 21 - 25 of 74 essays containing the word Rekommendationssystem.

  1. 21. Text Content Features for Hybrid Recommendations : Pre-trained Language Models for Better Recommendations

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

    Author : Mariya Lazarova; [2021]
    Keywords : Recommendation Systems; Natural Language Processing; Pre-trained language models; BERT; Two-tower networks; Rekommendationssystem; Naturlig språkbehandling; Förtränande språkmodeller; BERT; Två-tornnätverk.;

    Abstract : Nowadays, with the ever growing availability of options in many areas of our lives, it is crucial to have good ways to navigate your choices. This is why recommendation engines’ role is growing more important. Recommenders are often based on user-item interaction. READ MORE

  3. 22. Comparison of state-of-the-art Temporal Interaction Network methods in different settings : Novel models to predict temporal behavior

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

    Author : Indre Tauroseviciute; [2021]
    Keywords : Recommendation systems; Neural Collaborative Filtering; RNN; Backpropagation; Comparative analysis;

    Abstract : Recommendation systems become more and more necessary due to the growing supply chain. Therefore, scientists are developing models that can serve different recommendation needs faster than before, and it is getting more complicated to choose the model for a specific case. READ MORE

  4. 23. 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

  5. 24. The Hidden Side Effects of Recommendation Systems : A study from user perspective to explore the ethical aspects of Recommender systems

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

    Author : Saad Tariq; [2021]
    Keywords : Recommendation system; algorithm; data privacy; ethics of recommendation systems.;

    Abstract : This study analyzes the recommendation systems from a user’s perspective and identifies five areas of concern in developing and using a recommendation system. The study’s methods are focus group discussions with Data scientists and Full-stack developers working in the industry. READ MORE

  6. 25. Graph Neural Networks for Article Recommendation based on Implicit User Feedback and Content

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

    Author : Márk Bereczki; [2021]
    Keywords : Recommender systems; Implicit recommendation; Graph neural networks; Simple Graph Convolution; Natural language processing; Rekommendationssystem; Implicit rekommendation; Grafneurala nätverk; Simple Graph Convolution; Naturlig språkbehandling;

    Abstract : Recommender systems are widely used in websites and applications to help users find relevant content based on their interests. Graph neural networks achieved state- of-the- art results in the field of recommender systems, working on data represented in the form of a graph. READ MORE