Revisiting “Recognizing Human Activities User- Independently on Smartphones Based on Accelerometer Data” – What Has Happened Since 2012?

TitleRevisiting “Recognizing Human Activities User- Independently on Smartphones Based on Accelerometer Data” – What Has Happened Since 2012?
Publication TypeJournal Article
Year of Publication2018
AuthorsSiirtola, P., and J. Röning
JournalInternational Journal of Interactive Multimedia and Artificial Intelligence
ISSN1989-1660
IssueRegular Issue
Volume5
Number3
Date Published12/2018
Pagination17-21
Abstract

Our article “Recognizing human activities user-independently on smartphones based on accelerometer data” was published in the International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI) in 2012. In 2018, it was selected as the most outstanding article published in the 10 years of IJIMAI life. To celebrate the 10th anniversary of IJIMAI, in this article we will introduce what has happened in the field of human activity recognition and wearable sensor-based recognition since 2012, and especially, this article concentrates on introducing our work since 2012.

KeywordsAccelerometers, Human Activity, Machine Learning, Wearable Sensors
DOI10.9781/ijimai.2018.12.001
URLhttp://www.ijimai.org/journal/sites/default/files/files/2018/12/ijimai_5_3_2_pdf_84569.pdf
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ijimai_5_3_2.pdf315.98 KB