TY - GEN
T1 - A context-awareness approach for improving reporting protocol for activity and position tracking for social networking services
AU - Wibisono, Waskitho
AU - Indrawanti, Annisaa Sri
AU - Ahmad, Tohari
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015
Y1 - 2015
N2 - The proliferation of Social Networking Services (SNS) has highlighted the need of providing reliable but efficient mechanism to report information from mobile users to the data center. In this paper, a mechanism to reduce periodic update of position and sensor data for activities recognition from mobile device is proposed. To improve the reporting mechanism, variance analysis from sensor data captured in sliding windows is applied. A prototype of SNS application has been developed with services of tracking systems that also still consider level or relationships among users to maintain the privacy of users. The improved reporting protocol using the proposed approach has also been integrated the prototype of SNS. Finally, experiments to verify the performances of the proposed approach in term of accuracy of change detection, bandwidth and energy saving efficiency have been conducted with promising results.
AB - The proliferation of Social Networking Services (SNS) has highlighted the need of providing reliable but efficient mechanism to report information from mobile users to the data center. In this paper, a mechanism to reduce periodic update of position and sensor data for activities recognition from mobile device is proposed. To improve the reporting mechanism, variance analysis from sensor data captured in sliding windows is applied. A prototype of SNS application has been developed with services of tracking systems that also still consider level or relationships among users to maintain the privacy of users. The improved reporting protocol using the proposed approach has also been integrated the prototype of SNS. Finally, experiments to verify the performances of the proposed approach in term of accuracy of change detection, bandwidth and energy saving efficiency have been conducted with promising results.
KW - activity recognition
KW - mobile computing
KW - reporting protocol
KW - social networking service
KW - tracking
UR - http://www.scopus.com/inward/record.url?scp=84966671595&partnerID=8YFLogxK
U2 - 10.1109/ICITEED.2015.7408970
DO - 10.1109/ICITEED.2015.7408970
M3 - Conference contribution
AN - SCOPUS:84966671595
T3 - Proceedings - 2015 7th International Conference on Information Technology and Electrical Engineering: Envisioning the Trend of Computer, Information and Engineering, ICITEE 2015
SP - 348
EP - 353
BT - Proceedings - 2015 7th International Conference on Information Technology and Electrical Engineering
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th International Conference on Information Technology and Electrical Engineering, ICITEE 2015
Y2 - 29 October 2015 through 30 October 2015
ER -