Journal article
A system for collecting and analyzing experience-sampling data
S Dennis, H Yim, P Garrett, V Sreekumar, B Stone
Behavior Research Methods | SPRINGER | Published : 2019
Abstract
Online and sensor technologies promise to transform many areas of psychological enquiry. However, collecting and analyzing such data are challenging. In this article, we introduce the unforgettable.me experience-sampling platform. Unforgettable.me includes an app that can collect image, Global Positioning System, accelerometry, and audio data in a continuous fashion and upload the data to a server. The data are then automatically augmented by using online databases to identify the address, type of location, and weather conditions, as well as provide street view imagery. In addition, machine-learning classifiers are run to identify aspects of the audio data such as voice and traffic. The augm..
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Awarded by Australian Government
Funding Acknowledgements
This research was supported by the Australian Government through the Australian Research Council's Discovery Projects funding scheme (project DP150100272). The views expressed herein are those of the authors and are not necessarily those of the Australian Government or the Australian Research Council.