Visual Analytics of Work Behavior Data - Insights on Individual Differences
| dc.contributor.author | Koldijk, Saskia | en_US |
| dc.contributor.author | Bernard, Jürgen | en_US |
| dc.contributor.author | Ruppert, Tobias | en_US |
| dc.contributor.author | Kohlhammer, Jörn | en_US |
| dc.contributor.author | Neerincx, Mark | en_US |
| dc.contributor.author | Kraaij, Wessel | en_US |
| dc.contributor.editor | E. Bertini and J. Kennedy and E. Puppo | en_US |
| dc.date.accessioned | 2015-05-24T19:43:14Z | |
| dc.date.available | 2015-05-24T19:43:14Z | |
| dc.date.issued | 2015 | en_US |
| dc.description.abstract | Stress in working environments is a recent concern. We see potential in collecting sensor data to detect patterns in work behavior with potential danger to well-being. In this paper, we describe how we applied visual analytics to a work behavior dataset, containing information on facial expressions, postures, computer interactions, physiology and subjective experience. The challenge is to interpret this multi-modal low level sensor data. In this work, we alternate between automatic analysis procedures and data visualization. Our aim is twofold: 1) to research the relations of various sensor features with (stress related) mental states, and 2) to develop suitable visualization methods for insight into a large amount of behavioral data. Our most important insight is that people differ a lot in their (stress related) work behavior, which has to be taken into account in the analyses and visualizations. | en_US |
| dc.description.sectionheaders | Design and Applications | en_US |
| dc.description.seriesinformation | Eurographics Conference on Visualization (EuroVis) - Short Papers | en_US |
| dc.identifier.doi | 10.2312/eurovisshort.20151129 | en_US |
| dc.identifier.pages | 79-83 | en_US |
| dc.identifier.uri | https://doi.org/10.2312/eurovisshort.20151129 | en_US |
| dc.publisher | The Eurographics Association | en_US |
| dc.subject | I.5.4 [Pattern recognition] | en_US |
| dc.subject | Applications | en_US |
| dc.subject | Signal processing | en_US |
| dc.subject | H.5.0 [Information Interfaces and Presentation] | en_US |
| dc.subject | General | en_US |
| dc.title | Visual Analytics of Work Behavior Data - Insights on Individual Differences | en_US |