PhD forum: extracting similar patterns of behavior with a network of binary sensors
- Author
- Mohamed Eldib, Wilfried Philips (UGent) and Hamid Aghajan (UGent)
- Organization
- Abstract
- The aging population is continuously growing and this results in increasing the demands for using technologies to help to manage the rapidly growing sector of the elderly population. To contribute in this effort, we propose a method that can find similar patterns of behavior for extended durations. Our method uses motion sensors as a privacy-aware alternative to cameras. We compute three initial parameters to extract similar patterns of behavior: (1) movement in spot; (2) movement between rooms; and (3) movement within rooms. The three parameters demonstrate good similarity indicators for finding patterns of behavior between each pair of days.
- Keywords
- Aging-in-Place, Motion Sensors, Behaviour Analysis
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Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-5752527
- MLA
- Eldib, Mohamed, et al. “PhD Forum: Extracting Similar Patterns of Behavior with a Network of Binary Sensors.” 8th ACM/IEEE International Conference on Distributed Smart Cameras, Abstracts, ACM/IEEE, 2014, p. 50:1-50:2, doi:10.1145/2659021.2687419.
- APA
- Eldib, M., Philips, W., & Aghajan, H. (2014). PhD forum: extracting similar patterns of behavior with a network of binary sensors. 8th ACM/IEEE International Conference on Distributed Smart Cameras, Abstracts, 50:1-50:2. https://doi.org/10.1145/2659021.2687419
- Chicago author-date
- Eldib, Mohamed, Wilfried Philips, and Hamid Aghajan. 2014. “PhD Forum: Extracting Similar Patterns of Behavior with a Network of Binary Sensors.” In 8th ACM/IEEE International Conference on Distributed Smart Cameras, Abstracts, 50:1-50:2. New York, NY, USA: ACM/IEEE. https://doi.org/10.1145/2659021.2687419.
- Chicago author-date (all authors)
- Eldib, Mohamed, Wilfried Philips, and Hamid Aghajan. 2014. “PhD Forum: Extracting Similar Patterns of Behavior with a Network of Binary Sensors.” In 8th ACM/IEEE International Conference on Distributed Smart Cameras, Abstracts, 50:1-50:2. New York, NY, USA: ACM/IEEE. doi:10.1145/2659021.2687419.
- Vancouver
- 1.Eldib M, Philips W, Aghajan H. PhD forum: extracting similar patterns of behavior with a network of binary sensors. In: 8th ACM/IEEE international conference on Distributed Smart Cameras, Abstracts. New York, NY, USA: ACM/IEEE; 2014. p. 50:1-50:2.
- IEEE
- [1]M. Eldib, W. Philips, and H. Aghajan, “PhD forum: extracting similar patterns of behavior with a network of binary sensors,” in 8th ACM/IEEE international conference on Distributed Smart Cameras, Abstracts, Venezia, Italy, 2014, p. 50:1-50:2.
@inproceedings{5752527, abstract = {{The aging population is continuously growing and this results in increasing the demands for using technologies to help to manage the rapidly growing sector of the elderly population. To contribute in this effort, we propose a method that can find similar patterns of behavior for extended durations. Our method uses motion sensors as a privacy-aware alternative to cameras. We compute three initial parameters to extract similar patterns of behavior: (1) movement in spot; (2) movement between rooms; and (3) movement within rooms. The three parameters demonstrate good similarity indicators for finding patterns of behavior between each pair of days.}}, articleno = {{50}}, author = {{Eldib, Mohamed and Philips, Wilfried and Aghajan, Hamid}}, booktitle = {{8th ACM/IEEE international conference on Distributed Smart Cameras, Abstracts}}, isbn = {{978-1-4503-2925-5}}, keywords = {{Aging-in-Place,Motion Sensors,Behaviour Analysis}}, language = {{eng}}, location = {{Venezia, Italy}}, pages = {{50:50:1--50:50:2}}, publisher = {{ACM/IEEE}}, title = {{PhD forum: extracting similar patterns of behavior with a network of binary sensors}}, url = {{http://doi.org/10.1145/2659021.2687419}}, year = {{2014}}, }
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