Authors
Clayton Epp, Michael Lippold, Regan Mandryk
Occupation
Clayton Epp is currently a software engineer for a private consulting company
Michael Lippold is currently a masters student at the University of Saskatchewan.
Regan L. Mandryk is an Assistant Professor in the Interaction Lab in the University of Saskatchewan.
Location
CHI '11 Proceedings of the 2011 annual conference on Human factors in computing systems at NYC
Summary
Hypothesis
Based on the keystrokes of the user it is possible to determine the person's state of emotion
Methods
In order to record the keystroke patterns of the users, the researchers used a software program. The program
gave out a questionairre before giving out the text that was to be typed by the user. Unfortunately users with less than fifty responses to the software being used had to be eliminated due to the fact that there just wasn't enough data collected in general. The data that was collected by the software was based on the following: time stamp on key events, codes for each key, press and release events for keys. The user during the test was not aware of the main purpose of the test during the experiment.
Results
Due to the lack of information that could be used to draw a effective form of correlation, under sampling had to be used. (due to the fact that people less than fifty responses were eliminated) Based on the data the researchers concluded that it was possible to accurately classify at least two out of the seven emotional states. The two level classifiers had an accuracy rate of 88%.
Content
The purpose of this paper was to see if it was possible to gauge the emotion of a user based on how he/she types. This was collected by using a software and goes into various methods that were used to implement this as well as how the data was sorted out to make use of the results.
Discussion
I personally thought that this paper can have some interesting uses in its future fields. The first thing that came to my head was using this kind of research for security purposes. Maybe the computer can look at how the user is typing and use that data to ensure the rightful user is using the computer. Aside from that i think that this research probably will not have strong application in the near future.