Essays about: "movie recommendation"

Showing result 1 - 5 of 19 essays containing the words movie recommendation.

  1. 1. Exploring the Future of Movie Recommendations : Increasing User Satisfaction using Generative Artificial Intelligence Conversational Agents

    University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Author : Signe Bennmarker; [2023]
    Keywords : User centered design; Recommender systems; Natural language processing; Conversational agent; User satisfaction;

    Abstract : This thesis explores potential strategies to enhance user control and satisfaction within the movie selection process, with a particular focus on the utilization of conversational generative artificial intelligence, such as ChatGPT, for personalized movie recommendations. The study adopts a qualitative user-centered design thinking approach, aiming to compre-hensively understand user needs, goals, and behavior. READ MORE

  3. 2. Developing Machine Learning-based Recommender System on Movie Genres Using KNN

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Anthony Ezeh; [2023]
    Keywords : : Movie Recommender System; Machine Learning; Content-based Filtering; Collaborative Filtering; KNN Algorithms; Classification Algorithm;

    Abstract : With an overwhelming number of movies available globally, it can be a daunting task for users to find movies that cater to their individual preferences. The vast selection can often leave people feeling overwhelmed, making it challenging to pick a suitable movie. READ MORE

  4. 3. 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

  5. 4. Video Recommendation through Machine Learning in Amazon Web Services.

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

    Author : Sajaval Choudrey; [2021]
    Keywords : ;

    Abstract : Machine learning is a field within Computer Science that is still growing. Finding innovative ways to utilise the potential of Machine learning is important for the future of many companies and service providers. READ MORE

  6. 5. Performance Analysis of Various Activation Functions Using LSTM Neural Network For Movie Recommendation Systems

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

    Author : Philip Song; André Brogärd; [2020]
    Keywords : ;

    Abstract : The growth of importance and popularity of recommendations system has increased in many various areas. This thesis focuses on recommendation systems for movies. Recurrent neural networks using LSTM blocks have shown some success for movie recommendation systems. READ MORE