Predicting the Future State of a Mobile Device User
First Claim
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1. A method comprising, by one or more computing devices:
- accessing first data associated with mobile-computing-device usage by a user;
accessing second data associated with past user states of the user, a user state of the user comprising a temporal, spatial, modal, or social accessibility of the user; and
predicting, based at least in part on the first and second data, a future user state of the user at a future time; and
adapting the operation of a mobile computing device of the user at the future time to the future user state.
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Abstract
In one embodiment, a method includes accessing data associated with the mobile-computing-device usage of a user; accessing data associated with past user-states of the user, where the past user-states represent previous activities or actions associated with the user'"'"'s mobile-computing-device usage; predicting a future user-state of the user based, at least in part, on the accessed data; and adapting the operation of the mobile computing device of the user at the future time based on the predicted future user-state.
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Citations
20 Claims
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1. A method comprising, by one or more computing devices:
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accessing first data associated with mobile-computing-device usage by a user; accessing second data associated with past user states of the user, a user state of the user comprising a temporal, spatial, modal, or social accessibility of the user; and predicting, based at least in part on the first and second data, a future user state of the user at a future time; and adapting the operation of a mobile computing device of the user at the future time to the future user state. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. One or more computer-readable non-transitory storage media embodying software that is operable when executed to:
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access first data associated with mobile-computing-device usage by a user; access second data associated with past user states of the user, a user state of the user comprising a temporal, spatial, modal, or social accessibility of the user; predict, based at least in part on the first and second data, a future user state of the user at a future time; and adapt the operation of a mobile computing device of the user at the future time to the future user state. - View Dependent Claims (14, 15, 16, 17)
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18. A system comprising:
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one or more processors; and a memory coupled to the processors comprising instructions executable by the processors, the processors operable when executing the instructions to; access first data associated with mobile-computing-device usage by a user; access second data associated with past user states of the user, a user state of the user comprising a temporal, spatial, modal, or social accessibility of the user; predict, based at least in part on the first and second data, a future user state of the user at a future time; and adapt the operation of a mobile computing device of the user at the future time to the future user state. - View Dependent Claims (19, 20)
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Specification