Campaign optimization for experience content dataset
A server for campaign optimization is described. The server generates analytics data from users interactions with a first virtual object displayed on a plurality of devices and user interactions with a first set of user interactive features of the first virtual object from a first content dataset. The server generates and provides a second content dataset to a device based on the analytics data. The second content dataset. The device recognizes an identifier from the second content dataset and displays, in the device, the second virtual object and the second set of user interactive features of the second virtual object in response to identifying the identifier.
1. A computer-implemented method comprising:
accessing analytics data from user interactions with a first virtual object displayed on a plurality of devices and from user interactions with a first set of user interactive features of the first virtual object from a first content dataset;
generating and providing a second content dataset to a device based on the analytics data, the second content dataset comprising a second virtual object and a second set of user interactive features of the second virtual object, the device being configured to detect an identifier in the second content dataset, to recognize the identifier in an image captured with a camera of the device, and to display on the device the second virtual object and the second set of user interactive features of the second virtual object in response to recognizing the identifier; and
storing the first and second content datasets.
2. The computer-implemented method of claim 1 , further comprising:
accessing the analytics data from the device;
building a third content dataset based on the analytics data from the device and from the plurality of the devices; and
replacing the first content dataset with the third content dataset.
3. The computer-implemented method of claim 1 , further comprising:
accessing analytics data from the plurality of devices, the plurality of devices having previously displayed the first virtual object and the first set of user interactive features of the first virtual object from the first content dataset;
building the second content dataset based on the analytics data from the plurality of devices; and
replacing the first content dataset with the second content dataset.
4. The computer-implemented method of claim 1 , further comprising:
generating a first virtual object model using the first content dataset, the first virtual object model to be rendered on the display of the device based on a position of the device relative to a physical object associated with a physical content identifier; and
generating a presentation of the first virtual object model based on a real-time image of the physical object captured with the device, the first virtual object model being associated with the real-time image of the physical object.
5. The computer-implemented method of claim 1 , further comprising:
receiving pose estimation data of the device, pose duration data of the device, pose orientation date of the device, and pose interaction data of the device, the pose estimation data being generated by the device relative to a physical object, the pose duration data being generated by the device relative to the physical object, the pose orientation data being generated by the device relative to the physical object, the pose interaction data being generated by the device relative to the physical object, wherein the pose estimation data comprises a location on the physical or first virtual object at which the device is aimed, wherein the pose duration data comprises a time duration within which the device is aimed at the location on the physical or first virtual object, wherein the pose orientation data comprises an orientation of the device aimed at the physical or first virtual object, and wherein the pose interaction data comprises interactions of the user on the device with the first virtual object corresponding to the physical object.
6. The computer-implemented method of claim 1 , further comprising:
identifying a two-dimensional physical object or a three-dimensional physical object, wherein the first virtual object comprises a two-dimensional or three-dimensional virtual object model;
associating the physical content identifier with the first virtual object model; and
generating the first content dataset with the physical content identifier and the associated first virtual object model.
7. The computer-implemented method of claim 6 , wherein the two-dimensional or three-dimensional virtual object model has at least one user interactive feature, the at least one user interactive feature changing a state of the two-dimensional or three-dimensional virtual object model in response to an interaction from a user on the device.
8. The computer-implemented method of claim 6 , further comprising:
changing a user interactive feature of the first virtual object from the first content dataset based on the analytics data of the other user interactions on the plurality of devices.
9. The computer-implemented method of claim 1 , wherein the analytics data comprises usage conditions of the device, the usage conditions of the device comprising social information of a user of the device, location usage information, and time information of the device using an augmented reality application.
10. A non-transitory machine-readable medium comprising instructions that, when executed by one or more processors of a machine, cause the machine to perform operations comprising:
accessing analytics data from user interactions with a first virtual object displayed on a plurality of devices and from user interactions with a first set of user interactive features of the first virtual object from a first content dataset;
generating and providing a second content dataset to a device based on the analytics data, the second content dataset comprising a second virtual object and a second set of user interactive features of the second virtual object, the device being configured to detect an identifier in the second content dataset, to recognize the identifier in an image captured with a camera of the device, and to display on the device the second virtual object and the second set of user interactive features of the second virtual object in response to recognizing the identifier; and
storing the first and second content datasets.
11. A system comprising:
one or more computer processors; and
one or more computer-readable mediums storing instructions that, when executed by the one or more computer processors, cause the system to perform operations comprising:
accessing analytics data from user interactions with a first virtual object displayed on a plurality of devices and from user interactions with a first set of user interactive features of the first virtual object from a first content dataset;
generating and providing a second content dataset to a device based on the analytics data, the second content dataset comprising a second virtual object and a second set of user interactive features of the second virtual object, the device being configured to detect an identifier in the second content dataset, to recognize the identifier in an image captured with a camera of the device, and to display on the device the second virtual object and the second set of user interactive features of the second virtual object in response to recognizing the identifier; and
storing the first and second content datasets.
12. The system claim 11 , the operations further comprising:
accessing the analytics data from the device;
building a third content dataset based on the analytics data from the device and from the plurality of the devices; and
replacing the first content dataset with the third content dataset.
13. The system of claim 11 , the operations further comprising:
accessing analytics data from the plurality of devices, the plurality of devices having previously displayed the first virtual object and the first set of user interactive features of the first virtual object from the first content dataset;
building the second content dataset based on the analytics data from the plurality of devices; and
replacing the first content dataset with the second content dataset.
14. The system of claim 11 , the operations further comprising:
generating a first virtual object model using the first content dataset, the first virtual object model to be rendered on the display of the device based on a position of the device relative to a physical object associated with a physical content identifier; and
generating a presentation of the first virtual object model based on a real-time image of the physical object captured with the device, the first virtual object model being associated with the real-time image of the physical object.
15. The system of claim 11 , the operations further comprising:
receiving pose estimation data of the device, pose duration data of the device, pose orientation date of the device, and pose interaction data of the device, the pose estimation data being generated by the device relative to a physical object, the pose duration data being generated by the device relative to the physical object, the pose orientation data being generated by the device relative to the physical object, the pose interaction data being generated by the device relative to the physical object, wherein the pose estimation data comprises a location on the physical or first virtual object at which the device is aimed, wherein the pose duration data comprises a time duration within which the device is aimed at the location on the physical or first virtual object, wherein the pose orientation data comprises an orientation of the device aimed at the physical or first virtual object, and wherein the pose interaction data comprises interactions of the user on the device with the first virtual object corresponding to the physical object.
16. The system of claim 11 , the operations further comprising:
identifying a two-dimensional physical object or a three-dimensional physical object, wherein the first virtual object comprises a two-dimensional or three-dimensional virtual object model;
associating the physical content identifier with the first virtual object model; and
generating the first content dataset with the physical content identifier and the associated first virtual object model.
17. The system of claim 16 , wherein the two-dimensional or three-dimensional virtual object model has at least one user interactive feature, the at least one user interactive feature changing a state of the two-dimensional or three-dimensional virtual object model in response to an interaction from a user on the device.
18. The system of claim 16 , the operations further comprising:
changing a user interactive feature of the first virtual object from the first content dataset based on the analytics data of the other user interactions on the plurality of devices.
19. The system of claim 11 , wherein the analytics data comprises usage conditions of the device.
20. The system of claim 19 , wherein the usage conditions of the device comprises social information of a user of the device, location usage information, and time information of the device using an augmented reality application.