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SmartNotify: An Intelligent Location Based Notification System Using Users' Activities and Points of Interests

SmartNotify: An Intelligent Location Based Notification System Using Users' Activities and Points of Interests

Longzhuang Li, Ajay K. Katangur, Naga Nandini Karuturi
Copyright: © 2018 |Volume: 10 |Issue: 1 |Pages: 14
ISSN: 1937-965X|EISSN: 1937-9668|EISBN13: 9781522543404|DOI: 10.4018/IJAPUC.2018010103
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MLA

Li, Longzhuang, et al. "SmartNotify: An Intelligent Location Based Notification System Using Users' Activities and Points of Interests." IJAPUC vol.10, no.1 2018: pp.37-50. http://doi.org/10.4018/IJAPUC.2018010103

APA

Li, L., Katangur, A. K., & Karuturi, N. N. (2018). SmartNotify: An Intelligent Location Based Notification System Using Users' Activities and Points of Interests. International Journal of Advanced Pervasive and Ubiquitous Computing (IJAPUC), 10(1), 37-50. http://doi.org/10.4018/IJAPUC.2018010103

Chicago

Li, Longzhuang, Ajay K. Katangur, and Naga Nandini Karuturi. "SmartNotify: An Intelligent Location Based Notification System Using Users' Activities and Points of Interests," International Journal of Advanced Pervasive and Ubiquitous Computing (IJAPUC) 10, no.1: 37-50. http://doi.org/10.4018/IJAPUC.2018010103

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Abstract

This article describes how it is impractical for a person to remember everything that they do on a day-to-day basis. To address this issue, an android location based reminder system (SmartNotify) that function on users' activities and points of interest are developed. SmartNotify automatically updates preferences of the user based on location behavior on a daily basis using validation from the stay detection algorithm. In addition, SmartNotify provides suggestions for the best locations that people visit frequently in the nearby area by making use of the DBSCAN algorithm and the Apriori algorithm. The utilization of data mining techniques in the android application makes the reminder application more efficient than the traditional way of notifying the user about their events.

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