Essays about: "recommendation algorithm"

Showing result 1 - 5 of 70 essays containing the words recommendation algorithm.

  1. 1. Optimizing ERP Recommendations Using Machine Learning Techniques

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Ante Jeremiah; [2023]
    Keywords : Machine Learning; Imbalanced;

    Abstract : This study explores the application of a recommendation engine in collaboration with Fortnox. The primary focus of this paper is to find potential improvements for their recommendation engine in terms of accurate recommendation for users. READ MORE

  3. 2. Order Matching Optimization : Developing and Evaluating Algorithms for Efficient Order Matching and Transaction Minimization

    University essay from Linköpings universitet/Produktionsekonomi

    Author : Victor Jonsson; Adam Steen; [2023]
    Keywords : Order Matching; Mixed Integer Optimization; Minimum Common Integer Partition Problem; Algorithms; Call Auction Trading;

    Abstract : This report aimed to develop algorithms for solving the optimization problem of matchingbuy and sell orders in call auctions while minimizing the number of transactions. The developed algorithms were evaluated based on their execution time and solution accuracy. READ MORE

  4. 3. Sustainable Recipe Recommendation System: Evaluating the Performance of GPT Embeddings versus state-of-the-art systems

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Jaya Shankar Bandaru; Sai Keerthi Appili; [2023]
    Keywords : Sustainable Recipe Recommendation; Recommendation System; GPT-embeddings; PinSage; Factorization Machines;

    Abstract : Background: The demand for a sustainable lifestyle is increasing due to the need to tackle rapid climate change. One-third of carbon emissions come from the food industry; reducing emissions from this industry is crucial when fighting climate change. READ MORE

  5. 4. Incorporating Reinforcement Learning into Supervised Sequential Recommender Models

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Patrick Siegfried Hiemsch; [2023]
    Keywords : ;

    Abstract : In the context of the significant expansion of e-commerce, Recommender Systems have become important tools for businesses, enhancing customer engagement through the personalization of product recommendations. This thesis investigates the integration of Reinforcement Learning concepts  into Supervised Learning frameworks, aiming to foster more accurate, novel and diverse recommendations. READ MORE

  6. 5. A Study on Enhancing Recommendation Systems for Experience Goods

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Wilmer Andersson; Erik Sjöström; [2023]
    Keywords : Recommendation systems; Experience goods;

    Abstract : This study examines the design and trustworthiness factors of recommendation systems forexperience goods in the e-commerce industry. Experience goods are products that involvesensory experiences and pose challenges for consumers to assess and select online. READ MORE