User experience design using machine learning: a systematic review

AMH Abbas, KI Ghauth, CY Ting - IEEE Access, 2022 - ieeexplore.ieee.org
User experience (UX) is the key to increased productivity by enhancing the usability and
interactivity of the product. Machine learning (ML) solutions have raised user and academic …

A deep learning‐based simulator for comprehensive two‐dimensional GC applications

LAC Minho, ZL Cardeal… - Journal of Separation …, 2023 - Wiley Online Library
Among the main approaches for predicting the spatial positions of eluates in comprehensive
two‐dimensional gas chromatography, the still under‐explored computational models based …

Unboxing the algorithm: Designing an understandable algorithmic experience in music recommender systems

AM Schröder, M Ghajargar - 15th ACM Conference on …, 2021 - diva-portal.org
Abstract1 After decades of the existence of algorithms in everyday use technologies, users
have developed an algorithmic awareness, but they still lack the confidence to grasp them …

Design principles for interactive and reflective journaling with AI

M Angenius, M Ghajargar - Science and Information Conference, 2023 - Springer
Designing for reflection and journaling have been prominent research areas in HCI and
Interaction Design. However, designing for the experience of journaling that is supported by …

The Concept of Interactive Dynamic Intelligent Virtual Sensors (IDIVS): Bridging the Gap between Sensors, Services, and Users through Machine Learning

JA Persson, J Bugeja, P Davidsson, J Holmberg… - Applied Sciences, 2023 - mdpi.com
This paper concerns the novel concept of an Interactive Dynamic Intelligent Virtual Sensor
(IDIVS), which extends virtual/soft sensors towards making use of user input through …

A Digital Twin Architecture for Minimizing Injuries Risks with Personalized Regimens via IoT and Machine Learning

A Mamen, S Kovaçi, T Montanaro… - 2024 9th International …, 2024 - ieeexplore.ieee.org
Within the sports domain, the athlete needs to prioritize and maximize performance while
minimizing injuries and incidents. With this aim, in recent years, the research community has …

Leveraging implicit gaze-based user feedback for interactive machine learning

O Bhatti, M Barz, D Sonntag - German Conference on Artificial Intelligence …, 2022 - Springer
Abstract Interactive Machine Learning (IML) systems incorporate humans into the learning
process to enable iterative and continuous model improvements. The interactive process …

Tuning into uncertainty: A material exploration of object detection through play

J Rukanskaitė - 2021 - diva-portal.org
The ubiquitous yet opaque logic of machine learning complicates both the design process
and end-use. Because of this, much of Interaction Design and HCI now focus on making this …

[PDF][PDF] The Current Issues and Factor Determinants of User Experience (UX) using Learning Tools

YU Chandra, YC Yohannes Kurniawan, SA Ariffin - ieomsociety.org
During the current Covid-19 pandemic, digital developments are indispensable. And what
about the interaction between humans and computers? User Experience (UX) is beneficial …

Unboxing The Algorithm: Understandability And Algorithmic Experience In Intelligent Music Recommendation Systems

AM Schröder - 2021 - diva-portal.org
After decades of black-boxing the existence of algorithms in technologies of daily need,
users lack confidence in handling them. This thesis study investigates the use situation of …