A5075568818- Innovative Human-Technology Interaction
- BIM and Construction Integration
- Transportation and Mobility Innovations
- Multimodal Machine Learning Applications
- Digital Transformation in Industry
- Sharing Economy and Platforms
- Tactile and Sensory Interactions
- Data Visualization and Analytics
- Business Process Modeling and Analysis
- Technology Adoption and User Behaviour
- Usability and User Interface Design
- Vehicle emissions and performance
- Transportation Planning and Optimization
- Context-Aware Activity Recognition Systems
- Design Education and Practice
- Mobile Crowdsensing and Crowdsourcing
- Speech and dialogue systems
- Web Data Mining and Analysis
- Personal Information Management and User Behavior
- Persona Design and Applications
- Human-Automation Interaction and Safety
- Digital Economy and Work Transformation
- Manufacturing Process and Optimization
- Green IT and Sustainability
University of Notre Dame
2022-2024
Carnegie Mellon University
2022
User interface (UI) and user experience (UX) design have become an indispensable part of today's tech industry. Recently, much progress has been made in machine-learning-enabled support tools for UX designers. However, few these adopted by practitioners. To learn the underlying reasons understand needs bridging this gap, we conducted a retrospective analysis with 8 professionals to their practice identify opportunities future research. We found that current AI-enabled systems work mainly on...
Building on the success of first two workshops user interfaces (UIs) at CHI 2022 and 2023, this workshop aims to advance research field by further exploring current trends, such as applying large language models visual models. Previous work has explored computational approaches understanding adapting UIs using constraint-based optimization machine learning-based data-driven approaches. In addition delving into these established UI areas, we aim trigger exploration application latest...
Ride-sharing services are revolutionizing urban mobility while simultaneously raising significant concerns regarding fairness and driver equity. This study employs Chicago Trip Network Provider dataset to investigate disparities in ride-sharing earnings between 2018 2023. Our analysis reveals marked temporal shifts, including an surge early 2021 followed by fluctuations a decline inflation-adjusted income, as well pronounced spatial disparities, with drivers Central airport regions earning...
The study of UX dark patterns, i.e., UI designs that seek to manipulate user behaviors, often for the benefit online services, has drawn significant attention in CHI and CSCW communities recent years. To complement previous studies addressing patterns from (1) designer's perspective on education advocacy ethical designs; (2) policymaker's new regulations, we propose an end-user-empowerment intervention approach helps users raise awareness understand their underlying design intents; take...
Computational approaches for user interfaces have been used in adapting different modalities, usage scenarios and device form factors, understanding screen semantics accessibility, task-automation, information extraction, assisting interface design. Recent advances machine learning (ML) drawn considerable attention across HCI related fields such as computer vision natural language processing, leading to new ML-based approaches. Similarly, significant progress has made with more traditional...
Building on the success of first workshop understanding, generating, and adapting user interfaces at CHI2022, this will advance research area further by looking existing results exploring new directions. Computational approaches for have been used in different devices, modalities, preferences. Recent work has made significant progress understanding with traditional constraint/rule-based optimization machine learning-based data-driven approaches; however, these two remain separate. Combining...
The growing inequality in gig work between workers and platforms has become a critical social issue as plays an increasingly prominent role the future of work. AI is caused by (1) technology divide who access to technologies work; (2) data owns leads unfair working conditions, pay gap, neglect workers' diverse preferences, lack trust platforms. In this position paper, we argue that bottom-up approach empowers individual AI-enabled planning support share among group through network...
We present a design fiction, which is set in the near future as significant Mars habitation begins. Our goal creating this fiction to address current work-life issues on Earth and future. With shelter-in-place measures, established norms of productivity relaxation have been shaken. The creates an opportunity explore boundaries between work life, are changing with will continue change. includes two primary artifacts: (1) propaganda recruitment poster (2) fictional narrative account. former...
Design systems have become an industry standard for creating consistent, usable, and effective digital interfaces. However, detecting correcting violations of design system guidelines, known as UI linting, is a major challenge. Manual linting time-consuming tedious, making it prime candidate automation. This paper presents case study adopting AI linting. Through collaborative prototyping with UX designers, we analyzed the limitations existing models identified designers' core needs...
Many recent AI-powered UX design tools focus on generating individual static UI screens from natural language. However, they overlook the crucial aspect of interactions and user experiences across multiple screens. Through formative studies with professionals, we identified limitations these in supporting realistic workflows. In response, designed developed Flowy, an app that augments designers' information foraging process ideation by supplementing specific flow examples distilled pattern...
UI prototyping often involves iterating and blending elements from examples such as screenshots sketches, but current tools offer limited support for incorporating these examples. Inspired by the cognitive process of conceptual blending, we introduce a novel workflow that allows developers to rapidly incorporate diverse aspects design into work-in-progress UIs. We prototyped this Misty. Through an exploratory first-use study with 14 frontend developers, assessed Misty's effectiveness...