Extracting Automatic Place Label from Longitudinal Smartphone Data
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 3
Abstract
The location tracking functionality provides unprecedented opportunity to the understanding of individual mobility in daily life. I am interested in understanding human mobility patterns based on sequence of place visits which encode at a coarse resolution, most daily activities. For the first ten times we are using the GPS convention, through that data can be registered in our server. After that if the connection is on or off that will not be considered through the server places can be registered. We are creating an application that can be implemented and installed in our mobile phone. Through the web service code and URL the server can be connected and data can be registered. First, we study human mobility from sequences of place visits, including visiting patterns on different place categories. Second, we address the problem of automatic place labeling from smart phone data without using any geo-location information. Our study on a large-scale data collected from 114 smart phone users over 18 months confirms many intuitions, and also reveals findings regarding both regularly and novelty trends in visiting patterns.
Authors and Affiliations
Divya M, Prem kumar R, Saranya M
Keywords
Related Articles
- EP ID EP19648
- DOI -
- Views 318
- Downloads 5
slugData Mining Techniques on Medical Data for Finding Locally Frequent Diseases
In the last decade there has been increasing usage of data mining techniques on medical data for discovering useful patterns or trends which are used in decision making and diagnosis. Data mining techniques such as clus...
Recent Advances of Reactivity and Importance of Thio-phosphates in Chemical Science
The study of various re-activities of organic phosphates is gaining a great importance due to their vast industrial applications in the field of medicine, Lubricants, Bio-chemistry, Agriculture and Engineering. Quantita...
slugDESIGNING OF REGIONAL TRUSTED AUTHORITY WITH LOCATION BASED SERVICE DISCOVERY PROTOCOL IN VANET
VANET is a form of Mobile Ad - Hoc Network or MANET and its different from MANET due to high mobility of nodes and the large scale of networks. The proposed location based service discovery pro...
Mathematical modeling and analysis of process parameters on machining of tungsten carbide in EDM through Response Surface Methodology
Electrical Discharge Machine (EDM) is now become the most important accepted technologies in manufacturing industries since many complex 3D shapes can be machined using a simple shaped tool electrode. Electrical dischar...
Scheming and Analysing Rectifier Stage Topology for Hybrid Wind-Solar Energy System
Demand and supply of electrical energy is of great concern to the economy of Nation. So as to fulfil increasing demand of electrical energy use of nonconventional energy sources dominates the other options. Polluted nat...