Design of a Flexible Template Approach for Characterising Health Activity Habits Using Step Count Data

Nathan Poultney; Anthony Maeder

doi:10.1145/3453892.3458043

Design of a Flexible Template Approach for Characterising Health Activity Habits Using Step Count Data

Nathan Poultney
, Anthony Maeder

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper describes a template-driven pragmatic approach to characterising habitual ambulatory movements in constrained physical settings, using step count data from consumer wearable devices. A generic design process was undertaken using design science principles to establish the main structural elements of the template. The template was then applied to data collection and analysis for a case study in a typical office building environment. The associated activity habit characterisation results for three participants across two different simulated activities are presented.

Original language	English
Title of host publication	The 14th ACM International Conference on PErvasive Technologies Related to Assistive Environments
Subtitle of host publication	PETRA 2021
Place of Publication	New York, United States
Publisher	Association for Computing Machinery
Pages	55-59
Number of pages	5
ISBN (Electronic)	9781450387927
DOIs	https://doi.org/10.1145/3453892.3458043
Publication status	Published - 29 Jun 2021
Event	14th ACM International Conference on PErvasive Technologies Related to Assistive Environments - Virtual, Greece Duration: 29 Jun 2021 → 1 Jul 2021

Conference

Conference	14th ACM International Conference on PErvasive Technologies Related to Assistive Environments
Abbreviated title	PETRA 2021
Country/Territory	Greece
City	Virtual
Period	29/06/21 → 1/07/21

Bibliographical note

Publisher Copyright:
© 2021 ACM.

Keywords

design science
habit characterization
human activity monitoring
step count

Access to Document

10.1145/3453892.3458043Licence: In Copyright

Cite this

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title = "Design of a Flexible Template Approach for Characterising Health Activity Habits Using Step Count Data",

abstract = "This paper describes a template-driven pragmatic approach to characterising habitual ambulatory movements in constrained physical settings, using step count data from consumer wearable devices. A generic design process was undertaken using design science principles to establish the main structural elements of the template. The template was then applied to data collection and analysis for a case study in a typical office building environment. The associated activity habit characterisation results for three participants across two different simulated activities are presented.",

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author = "Nathan Poultney and Anthony Maeder",

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year = "2021",

month = jun,

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doi = "10.1145/3453892.3458043",

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Poultney, N & Maeder, A 2021, Design of a Flexible Template Approach for Characterising Health Activity Habits Using Step Count Data. in The 14th ACM International Conference on PErvasive Technologies Related to Assistive Environments: PETRA 2021. Association for Computing Machinery, New York, United States, pp. 55-59, 14th ACM International Conference on PErvasive Technologies Related to Assistive Environments, Virtual, Greece, 29/06/21. https://doi.org/10.1145/3453892.3458043

Design of a Flexible Template Approach for Characterising Health Activity Habits Using Step Count Data. / Poultney, Nathan; Maeder, Anthony.
The 14th ACM International Conference on PErvasive Technologies Related to Assistive Environments: PETRA 2021. New York, United States: Association for Computing Machinery, 2021. p. 55-59.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Maeder, Anthony

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N2 - This paper describes a template-driven pragmatic approach to characterising habitual ambulatory movements in constrained physical settings, using step count data from consumer wearable devices. A generic design process was undertaken using design science principles to establish the main structural elements of the template. The template was then applied to data collection and analysis for a case study in a typical office building environment. The associated activity habit characterisation results for three participants across two different simulated activities are presented.

AB - This paper describes a template-driven pragmatic approach to characterising habitual ambulatory movements in constrained physical settings, using step count data from consumer wearable devices. A generic design process was undertaken using design science principles to establish the main structural elements of the template. The template was then applied to data collection and analysis for a case study in a typical office building environment. The associated activity habit characterisation results for three participants across two different simulated activities are presented.

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KW - habit characterization

KW - human activity monitoring

KW - step count

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DO - 10.1145/3453892.3458043

M3 - Conference contribution

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BT - The 14th ACM International Conference on PErvasive Technologies Related to Assistive Environments

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ER -

Design of a Flexible Template Approach for Characterising Health Activity Habits Using Step Count Data

Abstract

Conference

Bibliographical note

Keywords

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