How honest are the signals? A protocol for validating wearable sensors

Varol O. Kayhan1, Zheng Chris Chen1, Kimberly A. French2, Tammy D. Allen3, Kristen Salomon3, Alison Watkins1
1(Kate Tiedemann College of Business, University of South Florida St. Petersburg, St. Petersburg, FL, USA)
2School of Psychology, Georgia Institute of Technology, Atlanta, GA, USA
3College of Arts and Sciences, University of South Florida, Tampa, FL, USA

Tóm tắt

Từ khóa


Tài liệu tham khảo

Chaffin, D., Heidl, R., Hollenbeck, J. R., Howe, M., Yu, A., Voorhees, C., & Calantone, R. (2017). The promise and perils of wearable sensors in organizational research. Organizational Research Methods, 20, 3-31. doi: https://doi.org/10.1177/1094428115617004

Curhan, J. R., & Pentland, A. (2007). Thin slices of negotiation: Predicting outcomes from conversational dynamics within the first 5 minutes. Journal of Applied Psychology, 92(3), 802-811. doi: https://doi.org/10.1037/0021-9010.92.3.802

Dockweiler, S. (2014). How much time do we spend in meetings? (Hint: It's Scary). Retrieved from https://www.themuse.com/advice/how-much-time-do-we-spend-in-meetings-hint-its-scary

Hall, J. A., Coats, E. J., & LeBeau, L. S. (2005). Nonverbal behavior and the vertical dimension of social relations: A meta-analysis. Psychological Bulletin, 131(6), 898-924. doi: https://doi.org/10.1037/0033-2909.131.6.898

Kim, T., Chang, A., Holland, L., & Pentland, A. S. (2008). Meeting mediator: Enhancing group collaborationusing sociometric feedback. In Proceedings of the 2008 ACM conference on Computer supported cooperative work, San Diego, CA, pp.457-466.

Linoff, G. S., & Berry, M. J. (2010). Data mining techniques: For marketing, sales, and customer relationship management (3rd ed.). Indianapolis, IN: John Wiley & Sons.

Olguin-Olguin, D., Gloor, P. A., & Pentland, A. S. (2009). Capturing individual and group behavior with wearable sensors. In Proceedings of the 2009 AAAI Spring Symposium on Human Behavior Modeling, Palo Alto, CA, pp.68–74.

Olguin-Olguin, D., & Pentland, A. (2010a). Assessing group performance from collective behavior. Paper presented at the ACM Conference on Computer Supported Cooperative Work, Workshop on Collective Intelligence In Organizations, Savannah, GA.

Olguin-Olguin, D., & Pentland, A. (2010b). Sensor-based organisational design and engineering. International Journal of Organisational Design and Engineering, 1(1-2), 69-97. doi: https://doi.org/10.1504/IJODE.2010.035187

Olguin-Olguin, D., Waber, B. N., Kim, T., Mohan, A., Ara, K., & Pentland, A. (2009). Sensible organizations: Technology and methodology for automatically measuring organizational behavior. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 39(1), 43-55. doi: https://doi.org/10.1109/TSMCB.2008.2006638

Orbach, M., Demko, M., Doyle, J., Waber, B. N., & Pentland, A. (2015). Sensing informal networks in organizations. American Behavioral Scientist, 59(4), 508-524. doi: https://doi.org/10.1177/0002764214556810

Shmueli, G., Patel, N., & Bruce, P. (2010). Data mining for business intelligence: Concepts, techniques, and applications in Microsoft Office Excel with XLMiner (2nd ed.). Hoboken, NJ: John Wiley & Sons.

Sociometric Solutions. (2014). Sociometric badge 03-02. Preliminary user guide. Revision 1.21.

Sociometric Solutions. (2015). Data collection and export recommendations for researchers.

Titze, I. R. (1994). Principles of voice production (1st ed.). Englewood Cliffs, N.J: Prentice Hall.

Tripathi, P., & Burleson, W. (2012). Predicting creativity in the wild: Experience sample and sociometric modeling of teams. In Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work, Seattle, WA, pp.1203-1212.

Waber, B. N., Olguin-Olguin, D., Kim, T., & Pentland, A. S. (2008). Understanding Organizational Behavior with Wearable Sensing Technology. Available at SSRN: https://ssrn.com/abstract=1263992

Wu, L., Waber, B. N., Aral, S., Brynjolfsson, E., & Pentland, A. S. (2008). Mining face-to-face interaction networks using sociometric badges: Predicting productivity in an IT configuration task. In Proceedings of the 29th International Conference on Information Systems, Paris, France, pp.1–19.