Abstract: Provided is a process, including: obtaining a set of historical geolocations; segmenting the historical geolocations into a plurality of temporal bins; determining pairwise transition probabilities between a set of geographic places based on the historical geolocations; configuring a compute cluster by assigning subsets of the transition probabilities to computing devices in the compute cluster; receiving a geolocation stream indicative of current geolocations of individuals; selecting a computing device in the compute cluster in response to determining that the computing device contain transition probabilities for the received respective geolocation; selecting transition probabilities applicable to the received respective geolocation from among the subset of transition probabilities assigned to the selected computing device; predicting a subsequent geographic place based on the selected transition probabilities.

Abstract: Devices, computer-implemented methods, and computer-readable media for the redemption of merchant offers, such as online coupons, are provided. In some embodiments, online coupons may be provided in a native application of a mobile user device. When a user selects to use an online coupon, a coupon code box having a coupon code associated with the selected coupon may visually move from a first location to a second location of the native application, and a merchant website may be displayed in the native application. Additionally, in some embodiments, a user may drag-and-drop a coupon code box to an input field of a merchant webpage. Movement of a visual copy of the coupon code box may be animated along the drag path. Upon a drop of the coupon code box, a value of the coupon code may be entered into the input field.

Abstract: Devices, computer-implemented methods, and computer-readable media for the redemption of merchant offers, such as online coupons, are provided. In some embodiments, online coupons may be provided in a native application of a mobile user device. When a user selects to use an online coupon, a coupon code box having a coupon code associated with the selected coupon may visually move from a first location to a second location of the native application, and a merchant website may be displayed in the native application. Additionally, in some embodiments, a user may drag-and-drop a coupon code box to an input field of a merchant webpage. Movement of a visual copy of the coupon code box may be animated along the drag path. Upon a drop of the coupon code box, a value of the coupon code may be entered into the input field.

Abstract: Provided is a process, including: obtaining a set of historical geolocations; segmenting the historical geolocations into a plurality of temporal bins; determining pairwise transition probabilities between a set of geographic places based on the historical geolocations; configuring a compute cluster by assigning subsets of the transition probabilities to computing devices in the compute cluster; receiving a geolocation stream indicative of current geolocations of individuals; selecting a computing device in the compute cluster in response to determining that the computing device contain transition probabilities for the received respective geolocation; selecting transition probabilities applicable to the received respective geolocation from among the subset of transition probabilities assigned to the selected computing device; predicting a subsequent geographic place based on the selected transition probabilities.

Abstract: Devices, computer-implemented methods, and computer-readable media for the redemption of merchant offers, such as online coupons, are provided. In some embodiments, online coupons may be provided in a native application of a mobile user device. When a user selects to use an online coupon, a coupon code box having a coupon code associated with the selected coupon may visually move from a first location to a second location of the native application, and a merchant website may be displayed in the native application. Additionally, in some embodiments, a user may drag-and-drop a coupon code box to an input field of a merchant webpage. Movement of a visual copy of the coupon code box may be animated along the drag path. Upon a drop of the coupon code box, a value of the coupon code may be entered into the input field.

Abstract: Provided is a process, including: obtaining a set of historical geolocations; segmenting the historical geolocations into a plurality of temporal bins; determining pairwise transition probabilities between a set of geographic places based on the historical geolocations; configuring a compute cluster by assigning subsets of the transition probabilities to computing devices in the compute cluster; receiving a geolocation stream indicative of current geolocations of individuals; selecting a computing device in the compute cluster in response to determining that the computing device contain transition probabilities for the received respective geolocation; selecting transition probabilities applicable to the received respective geolocation from among the subset of transition probabilities assigned to the selected computing device; predicting a subsequent geographic place based on the selected transition probabilities.

Abstract: Provided is a process of selectively providing content to computing devices based on geographic proximity to dynamically detected events drawing crowds, the process including: obtaining, with one or more computers, data indicative of current geolocations of more than 5,000 mobile computing devices based on information reported by an application executing on the mobile computing devices; inferring, with one or more computers, that an event with a crowd is occurring based on the data indicative of the geolocations indicating an amount of people and a proximity of the people; selecting, with one or more computers, content in response to the inference; and sending, with one or more computers, the selected content to one or more user computing devices for presentation based on proximity between the one or more user computing devices and a geographic location of the event with the crowd.

Abstract: Provided is a process, including: obtaining a set of historical geolocations; segmenting the historical geolocations into a plurality of temporal bins; determining pairwise transition probabilities between a set of geographic places based on the historical geolocations; configuring a compute cluster by assigning subsets of the transition probabilities to computing devices in the compute cluster; receiving a geolocation stream indicative of current geolocations of individuals; selecting a computing device in the compute cluster in response to determining that the computing device contain transition probabilities for the received respective geolocation; selecting transition probabilities applicable to the received respective geolocation from among the subset of transition probabilities assigned to the selected computing device; predicting a subsequent geographic place based on the selected transition probabilities.

Abstract: Provided is a process of selectively providing content to computing devices based on geographic proximity to dynamically detected events drawing crowds, the process including: obtaining, with one or more computers, data indicative of current geolocations of more than 5,000 mobile computing devices based on information reported by an application executing on the mobile computing devices; inferring, with one or more computers, that an event with a crowd is occurring based on the data indicative of the geolocations indicating an amount of people and a proximity of the people; selecting, with one or more computers, content in response to the inference; and sending, with one or more computers, the selected content to one or more user computing devices for presentation based on proximity between the one or more user computing devices and a geographic location of the event with the crowd.

Abstract: Devices, computer-implemented methods, and computer-readable media for the redemption of merchant offers, such as online coupons, are provided. In some embodiments, online coupons may be provided in a native application of a mobile user device. When a user selects to use an online coupon, a coupon code box having a coupon code associated with the selected coupon may visually move from a first location to a second location of the native application, and a merchant website may be displayed in the native application. Additionally, in some embodiments, a user may drag-and-drop a coupon code box to an input field of a merchant webpage. Movement of a visual copy of the coupon code box may be animated along the drag path. Upon a drop of the coupon code box, a value of the coupon code may be entered into the input field.