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Open AccessJournal ArticleDOI

Algorithmic skin: health-tracking technologies, personal analytics and the biopedagogies of digitized health and physical education

Ben Williamson
- 02 Jan 2015 - 
- Vol. 20, Iss: 1, pp 133-151
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TLDR
The ways in which algorithms are converging with eHPE through the emergence of new health-tracking and biophysical data technologies designed for use in educational settings are considered.
Abstract
The emergence of digitized health and physical education, or ‘eHPE’, embeds software algorithms in the organization of health and physical education pedagogies. Particularly with the emergence of wearable and mobile activity trackers, biosensors and personal analytics apps, algorithmic processes have an increasingly powerful part to play in how people learn about their own bodies and health. This article specifically considers the ways in which algorithms are converging with eHPE through the emergence of new health-tracking and biophysical data technologies designed for use in educational settings. The first half of the article provides a conceptual account of how algorithms ‘do things’ in the social world, and considers how algorithms are interwoven with practices of health tracking. In the second half, three key issues are articulated for further exploration: (1) health tracking as a ‘biopedagogy’ of bodily optimization based on data-led and algorithmically mediated understandings of the body; (2) healt...

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Young People's Uses of Wearable Healthy Lifestyle Technologies; Surveillance, Self-Surveillance and Resistance.

TL;DR: The results demonstrated that, the daily 10,000 step and calorie burning targets set by the Fitbit device encouraged the young people to do more physical activity, and the device was resisted because it did not record physical activity accurately as part of young people’s daily lives.
References
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TL;DR: This paper provides a comprehensive review of the current and rapidly emerging ecosystem of the Internet of Things (IOT) and outlines four critical functional steps: data creation, information generation, meaning-making, and action-taking.
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Book

Code/Space: Software and Everyday Life

Rob Kitchin, +1 more
TL;DR: Rob Kitchin and Martin Dodge as discussed by the authors examine software from a spatial perspective, analyzing the dyadic relationship of software and space, and argue that software, through its ability to do work in the world, transduces space.
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Power through the algorithm? Participatory web cultures and the technological unconscious:

TL;DR: This article situates Web 2.0 in the context of the broader transformations that are occurring in new media by drawing on the work of a number of leading writers who, in various ways, consider the implications of software ‘sinking’ into and ’sorting’ aspects of the authors' everyday lives.
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Harvesting ambient geospatial information from social media feeds

TL;DR: This paper addresses a framework to harvest ambient geospatial information, and resulting hybrid capabilities to analyze it to support situational awareness as it relates to human activities.
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