Visualizing User Interactions with Simulation Tools
journal contributionposted on 19.10.2018 by Nathan Denny, Michael Zentner, Gerhard Klimeck
Any type of content formally published in an academic journal, usually following a peer-review process.
In order to improve user experiences with simulation tools hosted by cyberinfrastructure, we endeavor to gain a better understanding of how users interact with tools. The dimensionality of these tools is often too large to be intuitively understood. This paper presents two contributions to the study of user behavior: the MEANDER algorithm
for visualizing sessions of user activity, and a scoring method ("searchiness") for characterizing a user's behavior along an axis of ``wildcatting'' vs. searching. The MEANDER algorithm uses graph heuristics to squash a high dimensional path of exploration into a (distorted) plane for rendering. The "searchiness'" score is built upon the same graph techniques.