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Showing result 1 - 5 of 163 essays matching the above criteria.

  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. Generating an Interpretable Ranking Model: Exploring the Power of Local Model-Agnostic Interpretability for Ranking Analysis

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

    Author : Laura Galera Alfaro; [2023]
    Keywords : Explainable Artificial Intelligence; Learning To Rank; Local ModelAgnostic Interpretability; Ranking Generalized Additive Models;

    Abstract : Machine learning has revolutionized recommendation systems by employing ranking models for personalized item suggestions. However, the complexity of learning-to-rank (LTR) models poses challenges in understanding the underlying reasons contributing to the ranking outcomes. READ MORE

  4. 3. 15 minute city: Revolution in Södertälje? : A study on how the concept of 15 minute city can be applied to Södertälje.

    University essay from KTH/Skolan för arkitektur och samhällsbyggnad (ABE)

    Author : Nora Syaush; Lukas Chamoun; [2023]
    Keywords : Keywords: “15 minute city”; Carlos Moreno; density; proximity; diversity; active mobility; TRAST; the urban area Södertälje; Ronna; Case study.; Nyckelord: “15 minutersstaden”; Carlos Moreno; täthet; närhet; mångfald; aktiv mobilitet; TRAST; Södertälje tätort; Ronna; Fallstudie.;

    Abstract : In a society where everything must be within the vicinity and accessible, people face challenges like climate, segregation and inequality. All people have the right to services such as education, care, work and housing without being prevented by unsustainable urban planning. READ MORE

  5. 4. Undersökning av geosyntetiska markförstärkningsmetoder : geonät och geoceller

    University essay from SLU/Dept. of Urban and Rural Development

    Author : Annica Wedholm; [2023]
    Keywords : markförstärkning; geosynteter; geonät; geoceller; markstabilisering; geoteknik; geokonstruktion;

    Abstract : En tillgänglig, trygg och säker trafikmiljö är betydelsefulla aspekter oavsett om du är bilist, cyklist eller gångtrafikant och därav blir stabila vägbyggen och underhåll av vägar väldigt viktigt. Vägar utgör en viktig del av vår infrastruktur och bidrar till ett fungerande samhälle. READ MORE

  6. 5. Context-Aware Fashion Recommender Systems to Provide Intent-based Recommendations to Customers

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

    Author : Edda Waciira; Marah Thomas; [2023]
    Keywords : e-commerce; Fashion Recommendation Systems; Machine Learning; Recommendation Systems;

    Abstract : In recent years, Recommendation Systems have revolutionized how social media and ecommerce are used. Fashion Recommendation Systems have made it easier for customers to do shopping, by recommending items to them based on various factors, such as their previous orders, and their similarities to other users. READ MORE