Publication
Mimic: Visual Analysis of Online Micro-interactions
Abstract
We present Mimic, an input capture and visual analytics system that records online user behavior to facilitate the discovery of micro-interactions that may affect problem understanding and decision making. As aggregate statistics and visualizations can mask important behaviors, Mimic can help interaction designers to improve the usability of their designs by going beyond aggregates to examine many individual user sessions in detail. To test Mimic, we replicate a recent crowd-sourcing experiment to better understand why participants consistently perform poorly in answering a canonical conditional probability question called the Mammography Problem. To analyze the micro-interactions, the Mimic web application is used to play back user sessions collected through remote logging of client-side events. We use Mimic to demonstrate the value of using advanced visual interfaces to interactively study interaction data. In the Mammography Problem, issues like user confusion, low confidence, and divided-attention were found based on participants changing their answers, doing repeated scrolling, and overestimating a base rate. Mimic shows how helpful detailed observational data can be and how important the careful design of micro-interactions is in helping users to successfully understand a problem, find a solution, and achieve their goals.OPEN SOURCE
Download publicationRelated Resources
See what’s new.
2024
Interlayer Temperature Optimisation: An Approach to Maximising Strength in the Large-Scale Additive Manufacture of Fibre-Reinforced PETGInvestigating anisotropy in material extrusion additive manufacturing:…
2017
No Need to Stop What You’re Doing: Exploring No-Handed Smartwatch InteractionSmartwatches have the potential to enable quick micro-interactions…
2004
Ellis Auditorium: The Design of a Scalable, Fun and Beautiful, Socializing Webcast ExperienceToday’s commercial webcast applications are largely designed as…
2010
Schedule-Calibrated Occupant Behavior SimulationBuilding performance simulation promises to reduce the future impact…
Get in touch
Something pique your interest? Get in touch if you’d like to learn more about Autodesk Research, our projects, people, and potential collaboration opportunities.
Contact us