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Stresscapes: validating linkages between place and stress expression on social media

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conference contribution
posted on 14.09.2015, 14:48 by Martin SykoraMartin Sykora, Colin Robertson, Ketan Shankardass, Rob Feick, Krystelle Shaughnessy, Becca Coates, Haydn Lawrence, Tom JacksonTom Jackson
Understanding how individuals and groups perceive their surroundings and how different physical and social environments may influence their state-of-mind has intrigued re-searchers for some time. Much of this research has focused on investigating why certain natural and human-built places can engender specific emotive responses (e.g. fear, disgust, joy, etc.) and, by extension, how these responses can be considered in placemaking activities such as urban planning and design. Developing a better understanding of the linkages between place and emotional state is challenging in part because both cognitive processes and the concept of place are complex, dynamic and multi-faceted and are mediated by a confluence of contextual, individual and social processes. There is evidence to suggest that social media data produced by individuals in situ and in near real-time may provide novel insights into the nature and dynamics of individuals’ responses to their surroundings. The explosion of user-generated digital data and the sensorization of environments, especially in urban settings, provide opportunities to build knowledge of place and state-of-mind linkages that will inform the design and promotion of vibrant placemaking by individuals and communities. In this paper we present a novel study, to be undertaken this summer within the Greater Toronto area in Canada, with 140 recruited participants who are frequent, geo-tagging, Twitter users. The goal of the study will be to assess emotional, acute and chronic stress experienced in urban built-environments and as expressed during daily activities. An existing automated semantic natural language processing tool will be validated through this study, and it is hoped that the methodology developed can be extrapolated to other urban environments as well, with a second validation study already planned to take place next year in London, United Kingdom.

Funding

This paper was supported by an SSHRC (Social Sciences and Humanities Research Council) Partnership Development grant and partly by an internal Wilfrid Laurier University grant.

History

School

  • Business and Economics

Department

  • Business

Citation

SYKORA, M.D. ...et al., 2015. Stresscapes: validating linkages between place and stress expression on social media. IN: Proceedings of the 2nd International Workshop on Mining Urban Data, Lille, France, July 11th, pp. 80-84.

Publisher

©The authors. Published by CEUR Workshop Proceedings

Version

AM (Accepted Manuscript)

Publisher statement

This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/

Publication date

2015

Notes

This is a conference paper.

eISSN

1613-0073

Language

en

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