Essays about: "group recommender systems"

Showing result 1 - 5 of 9 essays containing the words group recommender systems.

  1. 1. Ingredient-based Group Recommender for Recipes (IGR2)

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : John Lindblad; Jonas Meddeb; [2022-02-16]
    Keywords : recommender systems; data science; user-generated content; contentbased filtering; singular value decomposition; recipes; food; group recommender systems;

    Abstract : The number of food recipe options in modern society is vast and growing. While often being considered positive, the abundant options also lead to the so-called paradox of choice, i.e. that more options can lead to less happiness. READ MORE

  2. 2. Evaluating the personalisation potential in local news

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Fredrik Angström; Petra Faber; [2021]
    Keywords : Personalisation; Recommender systems; News; Media; Recommender algorithms;

    Abstract : Personalisation of content is a frequently used technique intended to improve user engagement and provide more value to users. Systems designed to provide recommendations to users are called recommender systems and are used in many different industries. READ MORE

  3. 3. 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

  4. 4. Understanding the Challenges and Needs of Requirements Engineering for Data-centric Systems

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik; Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Venkata Sai Abhishek Poolla; Bhargav Krishna Mandava; [2021]
    Keywords : Requirements Engineering RE ; Multiple Case Study; Survey; Practices; Challenges.;

    Abstract : Background: As technology is advancing day by day, people tend to produce enormous volumes of data. This exceptional growth in data is leading to an increase in the development of intelligent systems that make use of this huge data available. READ MORE

  5. 5. Recommender System for Gym Customers

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Roshni Sundaramurthy; [2020]
    Keywords : Recommender system; collaborative filtering; matrix factorization; sparse matrix; latent semantic analysis; singular value decomposition; alternating least square; Bayesian personalized ranking; logistic matrix factorization; stochastic gradient descent; AUC metric; mean average precision; normalized discounted cumulative gain; Rekommendationssystem;

    Abstract : Recommender systems provide new opportunities for retrieving personalized information on the Internet. Due to the availability of big data, the fitness industries are now focusing on building an efficient recommender system for their end-users. This thesis investigates the possibilities of building an efficient recommender system for gym users. READ MORE