Essays about: "personalized context"

Showing result 1 - 5 of 49 essays containing the words personalized context.

  1. 1. 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

  2. 2. EcoBot : study design and development of a persuasive FSM-free Chatbot for energy saving

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

    Author : Francesco Milano; [2023]
    Keywords : chatbot; context management; persuasive strategies; domestic energy saving; smart appliances; sustainability.; chatbot; kontexthantering; övertygande strategier; hushållsenergibesparing; smarta apparater; hållbarhet;

    Abstract : This study presents the development and evaluation of a conversational agent, EcoBot, designed to inform users about their energy habits and persuade them to save more energy when at home, to help fight climate change and energy waste. To reach this goal, three persuasion strategies were first identified: Feedback, to give users personalized suggestions based on their habits, Goal Setting, to set and track consumption goals for the user’s domestic appliances, and Social Comparison, to compare the user’s consumption with that of others. READ MORE

  3. 3. An Intervention Study on the Use of Artificial Intelligence in the ESL Classroom: English teacher perspectives on the Effectiveness of ChatGPT for Personalized Language LearningEn

    University essay from Malmö universitet/Fakulteten för lärande och samhälle (LS)

    Author : Abrar Mohammad Ali; [2023]
    Keywords : ChatGPT; AI-based tools; Personalized language learning; ESL classroom; ESL; L2; Individualized learning; Tailored tasks; Digital-tools; Chatbots; Artificial Intelligence TPACK; Adaptive learning; educational tools;

    Abstract : The recent release of AI tools for public use allows for the development of novel teaching approaches for goals that often present challenges in the classroom, such as the need for personalized learning materials. The current study enlists a four-week ChatGPT-based personalized learning intervention in tandem with a teacher questionnaire and interviews in two upper-secondary schools in Southern Sweden to investigate English teacher perceptions of the benefits and challenges of using AI for personalized language learning. READ MORE

  4. 4. 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

  5. 5. Bringing Brands to Life: A study on the impact of brand anthropomorphism and personalization on advertisement attitudes in a social media context

    University essay from Handelshögskolan i Stockholm/Institutionen för företagande och ledning

    Author : Sofia Alm; Rebecca Åbom; [2023]
    Keywords : Brand Anthropomorphism; Personalization; Privacy Concerns; Brand Trust; Advertisement Attitudes;

    Abstract : Brand anthropomorphism is a frequently used marketing strategy to enhance a brand's humanlike features and characteristics. Businesses use brand anthropomorphism to increase their brands' appeal, likeability, and memorability for consumers. READ MORE