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HealthyLife: an activity recognition system with smartphone using logic-based stream reasoning
This paper introduces a prototype we named HealthyLife which uses Answer set programming based Stream Reasoning (ASR) in combination with Artificial Neural Network (ANN) to automatically recognize users activities. HealthyLife aims to provide statistics about user habits and provide suggestions and alerts to the user to help the user maintain a healthy lifestyle. The advantages of HealthyLife over other projects are: (i) no restriction on how to carry the phone (such as in hand bag), (ii) detect complex activities and give recommendations, (iii) deal well with ambiguity when recognizing situations, and (iv) no additional devices are required.
History
Event
Mobile and Ubiquitous Systems. Conference (9th : 2012 : Beijing, China)Volume
120Series
Mobile and Ubiquitous Systems ConferencePagination
188 - 199Publisher
SpringerLocation
Beijing, ChinaPlace of publication
Berlin, GermanyPublisher DOI
Start date
2012-12-12End date
2012-12-14ISSN
1867-8211ISBN-13
9783642402371Language
engPublication classification
E1.1 Full written paper - refereedCopyright notice
2013, ICST Institute for Computer Science, Social Informatics and Telecommunications EngineeringEditor/Contributor(s)
K Zheng, M Li, H JiangTitle of proceedings
MobiQuitous 2012: Proceedings of the 9th International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and ServicesUsage metrics
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