Personalized content delivery using neuro-response priming data
A system evaluates source materials such as videos, imagery, web pages, text, etc., in order to determine priming characteristics associated with the source materials. The system also obtains user preferences such as user interests, purchase history, location information, etc. The priming characteristics and user characteristics are blended to obtain blended attributes. The blended attributes are correlated with stimulus material attributes to intelligently and dynamically select stimulus material such as marketing, entertainment, informational materials, etc., for introduction into the source material. The stimulus material may be inserted in real-time or near real-time into the source material for delivery to a user.
1. A system to increase effectiveness of an advertisement in a source material, the system comprising:
a plurality of sensors to gather neuro-response signals from a plurality of subjects while the subjects are exposed to source material, the plurality of sensors including at least one of an electroencephalographic electrode, a functional magnetic resonance imaging sensor, a galvanic skin response sensor, an electrocardiographic electrode, a pupillary dilation sensor, an electrooculographic electrode, an eye tracking sensor, or a facial emotion encoder; and
a processor to:
access neuro-response data corresponding to the neuro-response signals gathered from the plurality of sensors;
determine subject resonance associated with a portion of the source material based on the neuro-response data;
determine a priming characteristic associated with the portion of the source material based on the subject resonance;
receive a user profile of a user, the user profile including one or more user preferences associated with the user;
access a plurality of advertisements including (a) a first advertisement having a first attribute and (b) a second advertisement having a second attribute; and
select as a selected advertisement (a) the first advertisement or (b) the second advertisement to be presented to the user in the portion of the source material based on the priming characteristic, the user profile, the first attribute, and the second attribute.
2. The system of claim 1 , wherein the processor is to associate a plurality of metatags with temporal and spatial locations in the source material for insertion of an advertisement.
3. The system of claim 2 , wherein a metatag associated with a temporal and spatial location of the portion includes the priming characteristic.
4. The system of claim 3 , wherein the priming characteristic includes priming levels for a plurality of products or services.
5. The system of claim 1 , wherein one or more of the user preferences is based on neuro-response data from the user.
6. The system of claim 1 , wherein the processor is to transform the source material by inserting the selected advertisement into the portion of the source material.
7. The system of claim 6 , wherein the processor is to transform the source material by replacing a prior advertisement in the portion with the selected advertisement.
8. A tangible machine readable storage device or storage disc comprising instructions that, when executed, cause at least one processor to at least:
obtain neuro-response data corresponding to neuro-response signals gathered from a plurality of sensors, the plurality of sensors to gather the neuro-response signals from a plurality of subjects while the subjects are exposed to source material, the plurality of sensors including at least one of an electroencephalographic electrode, a functional magnetic resonance imaging sensor, a galvanic skin response sensor, an electrocardiographic electrode, a pupillary dilation sensor, an electrooculographic electrode, an eye tracking sensor, or a facial emotion encoder;
determine subject resonance associated with a portion of the source material based on the neuro-response data;
determine a priming characteristic associated with the portion of the source material based on the subject resonance;
cause the priming characteristic to be stored in one or more memories;
access the one or more memories, the one or more memories including a user profile of a user, the user profile including one or more user preferences associated with the user, and the one or more memories including plurality of advertisements including (a) a first advertisement having a first attribute and (b) a second advertisement having a second attribute; and
select as a selected advertisement (a) the first advertisement or (b) the second advertisement to be presented to the user in the portion of the source material based on the priming characteristic, the user profile, the first attribute, and the second attribute.
9. The tangible machine readable storage device or storage disc of claim 8 , wherein the one or more memories include a plurality of metatags with temporal and spatial locations in the source material for insertion of an advertisement.
10. The tangible machine readable storage device or storage disc of claim 9 , wherein a metatag associated with a temporal and spatial location of the portion includes the priming characteristic.
11. The tangible machine readable storage device or storage disc of claim 10 , wherein the priming characteristic includes priming levels for a plurality of products or services.
12. The tangible machine readable storage device or storage disc of claim 8 , wherein one or more of the user preferences is based on neuro-response data from the user.
13. The tangible machine readable storage device or storage disc of claim 8 , wherein the instructions, when executed, cause the at least one processor to insert the selected advertisement into the portion of the source material.
14. The tangible machine readable storage device or storage disc of claim 13 , wherein the instructions, when executed, cause the at least one processor to present, via a display device, the source material with the selected advertisement to the user.
15. A method for increasing effectiveness of an advertisement in a source material, the method comprising:
gathering neuro-response signals from a plurality of subjects while the subjects are exposed to source material using a plurality of sensors including at least one of an electroencephalographic electrode, a functional magnetic resonance imaging sensor, a galvanic skin response sensor, an electrocardiographic electrode, a pupillary dilation sensor, an electrooculographic electrode, an eye tracking sensor, or a facial emotion encoder;
access, by executing an instruction with at least one processor, neuro-response data corresponding to the neuro-response signals gathered from the plurality of sensors;
determining, by executing an instruction with the at least one processor, subject resonance associated with a portion of the source material based on the neuro-response data;
determining, by executing an instruction with the at least one processor, a priming characteristic associated with the portion of the source material based on the subject resonance;
causing, by executing an instruction with the at least one processor, the priming characteristic to be stored in one or more memories;
accessing, by executing an instruction with the at least one processor, a user profile of a user in the one or more memories, the user profile including one or more user preferences associated with the user,
accessing, by executing an instruction with the at least one processor, a plurality of advertisements in the one or more memories, the plurality of advertisements including (a) a first advertisement having a first attribute and (b) a second advertisement having a second attribute;
selecting, by executing an instruction with the at least one processor, as a selected advertisement (a) the first advertisement or (b) the second advertisement to be presented to the user in the portion of the source material based on the priming characteristic, the user profile, the first attribute, and the second attribute; and
inserting, by executing an instruction with the at least one processor, the selected advertisement into the portion of the source material.
16. The method of claim 15 , wherein the one or more memories include a plurality of metatags with temporal and spatial locations in the source material for insertion of an advertisement.
17. The method of claim 16 , wherein a metatag associated with a temporal and spatial location of the portion includes the priming characteristic.
18. The method of claim 17 , wherein the priming characteristic includes priming levels for a plurality of products or services.
19. The method of claim 15 , the inserting of the selected advertisement including replacing a prior advertisement in the portion with the selected advertisement.
20. The method of claim 15 , further including sending instructions to a display device to cause the display device to present the source material with the selected advertisement to the user.