Essays about: "Human-Centered AI"

Showing result 1 - 5 of 8 essays containing the words Human-Centered AI.

  1. 1. Human-Centered Explainability Attributes In Ai-Powered Eco-Driving : Understanding Truck Drivers' Perspective

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Ermela Gjona; [2023]
    Keywords : Explainable AI; XAI; human-centered explainable AI; HCXAI; explainability; AI-powered systems; eco-driving; user needs;

    Abstract : The growing presence of algorithm-generated recommendations in AI-powered services highlights the importance of responsible systems that explain outputs in a human-understandable form, especially in an automotive context. Implementing explainability in recommendations of AI-powered eco-driving is important in ensuring that drivers understand the underlying reasoning behind the recommendations. READ MORE

  3. 2. Design and development of an interface between the user and the tendo device

    University essay from Lunds universitet/Innovation

    Author : Ylva Bengtsson; Naemi Jaworowski; [2023]
    Keywords : Soft exoskeleton; Tendo AB; high spinal cord injury; Human Centered Design; holistic design; product development; Double Diamond Design Process; Technology and Engineering;

    Abstract : When a↵ected by a high spinal cord injury the first wish is to regain the ability to walk. However, in a short matter of time, the wish to use the hands increases and is considered the most desired ability to recover. READ MORE

  4. 3. Explainability to enhance creativity : A human-centered approach to prompt engineering and task allocation in text-to-image models for design purposes

    University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

    Author : Celina Burlin; [2023]
    Keywords : ;

    Abstract : As the power, utility, and prevalence of generative AI technologies continue to grow, the debate on whether and how designers should incorporate text-image models into the design process is gaining momentum. To ensure productivity, creativity, and human values, this project seeks to address design interaction and task allocation between designers, and generative AI models become essential. READ MORE

  5. 4. Explainable Machine Learning for Lead Time Prediction : A Case Study on Explainability Methods and Benefits in the Pharmaceutical Industry

    University essay from KTH/Hållbar produktionsutveckling (ML)

    Author : Paul Fussenegger; Niklas Lange; [2022]
    Keywords : Lead time; machine learning; explainability; regression analysis; production planning and control; Ledtid; maskininlärning; förklarbarhet; regressionsanalys; produktionsplanering och produktionsstyrning;

    Abstract : Artificial Intelligence (AI) has proven to be highly suitable for a wide range of problems in manufacturing environments, including the prediction of lead times. Most of these solutions are based on ”black-box” algorithms, which hinder practitioners to understand the prediction process. READ MORE

  6. 5. Exploring Human-Centered AI: Designing The User Interface for an Autonomous Last Mile Delivery Robot

    University essay from Linköpings universitet/Interaktiva och kognitiva system

    Author : Simon Proper; Veronica Nedar; [2022]
    Keywords : Human-Centered AI; Last-Mile Delivery; Human-Centered Design; Activity-Centered Design; Autonomous Delivery; Autonomous Robot; Artificial Intelligence; UX-design; Interaction Design; User Interface; Research through Design; Prototyping; Service Design;

    Abstract : The use of autonomous agents is an ever-growing possibility in our day-to-day life and, in some cases, already a reality. One future use might be autonomous robots performing last mile deliveries, a service the company HUGO delivery is currently developing. READ MORE