Highlights•Think-aloud design exploration task conducted with AI-enabled multi-modal
search tool.•Framework developed to code search behaviors from transcription and …

Interactive systems that facilitate exposure to examples can augment problem solving
performance. However designers of such systems are often faced with many practical …

How to better reduce measurement variability and bias introduced by subjectivity in
crowdsourced labelling remains an open question. We introduce a theoretical framework for …

Designers widely accept AI as a partner in the design process for its efficient and intelligent
decision-making. However, AI is often not perfect, and AI error often makes humans …

Vector illustrations are object-based, meaning they are composed of strokes that can be
filtered individually through textures or animations and transformed without loss of quality …

Human Intelligence Tasks (HITs) allow people to collect and curate labeled data from
multiple annotators. Then labels are often aggregated to create an annotated dataset …

Timbre exploration and creation are key tasks in electronic music composition. Modern
synthesizers can produce thousands of unique timbres, but this complexity hinders …

The life cycle of a peer-produced dataset follows the phases of growth, maturity, and decline.
Paying crowdworkers is a proven method to collect and organize information into structured …

As social media continues to grow as a space for emotional self-disclosure, it is important to
understand whether self-disclosure acts as a causal factor impacting positive outcomes for …

Artificial Intelligence technology-driven Creativity Support Tools (AI-CSTs) provide specific
field capability support for human creative activities. In this paper, we compare and analyze …