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We consider only 124 users with the overall duration of handset usage longer than 30 days, see Section 3 for details.
Here the context is preferred to the meaningful place because the time and place of handset usage are not independent but correlated, e.g. nighttime at home and daytime in office [26].
The handset usage patterns are known to be diverse among users when measured by the number or duration of the phone sessions and by the amount of data received, to name a few [22, 23].
Within the individual handset usage patterns, temporal inhomogeneities due to circadian and weekly cycles were also reported [10], which are in close relation to the spatial inhomogeneities, such as nighttime at home and daytime in office.
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Another reason might be that the old handsets restricted the usage as discussed earlier.
Another milestone was reached today: Among Windows Phone handsets in the market, more than 75percentt now run Windows Phone 8. That's to say that in the past year, Microsoft has sold enough new handsets to triple the usage of all Windows Phone 7.X handsets that are still in use.
We study spatiotemporal correlations and temporal diversities of handset-based service usages by analyzing a dataset that includes detailed information about locations and service usages of 124 users over 16 months.
The abundant usage of handsets has kindled some interest in few scientist and researchers regarding the ill effects due to Electro Magnetic radiation emitted by mobile phone antenna.
A software installed on handsets collected information about the handset's locations and usages of various services, including web domain visits, applications, emails, voice calls, and short message services, with the resolution of seconds in time and mobile network base stations spatially.
"Nokia has been one of the front runners in pushing NFC technology on handsets for non-payment usage, but inclusion of Mastercard and Visa technologies suggest Orange will be looking to use the device also for its mobile payment service," said Digantam Gurung, analyst at CCS Insight.
However, it is only very recently when the effect of context on the handset-based service usages was investigated.
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