Analysis of controlled and automatic attention for introduction of stimulus material
An example system disclosed herein includes an analyzer to determine a first priming characteristic of media at a first location based on first neuro-response data and determine a second priming characteristic of the media at the second location based on second neuro-response data. The example system includes a selector to select a third location in the media after the first location or a fourth location in the media after the second location as a candidate location for introduction of advertising material based on the first priming characteristic and the second priming characteristic. The selector is to select the third location when the first priming characteristic indicates increased receptivity to the advertising material at the first location relative to the second priming characteristic and select the fourth location when the second priming characteristic indicates increased receptivity to the advertising material at the second location relative to the first priming characteristic.
1. A system comprising:
an analyzer to:
determine a first attention level of a user exposed to source material based on first neuro-response data, the first neuro-response data gathered from the user while the user is exposed to the source material at a first time;
determine a second attention level of the user exposed to a first stimulus at a first location in the source material based on second neuro-response data, the second neuro-response data gathered from the user while the user is exposed to the first stimulus at the first location at a second time;
determine a third attention level of the user exposed to a second stimulus at a second location in the source material based on third neuro-response data, the third neuro-response data gathered from the user while the user is exposed to the second stimulus at the second location at a third time, the second location different from the first location;
determine a first change between the first attention level and the second attention level; and
determine a second change between the first attention level and the third attention level; and
a selector to select at least one of the first location or the second location as a candidate location for introduction of advertising material based on the first change and the second change, the selector to select the first location when the first change indicates increased attention to the first stimulus relative to the source material and the selector to select the second location when the second change indicates increased attention to the second stimulus relative to the source material.
2. The system of claim 1 , wherein the first attention level is a controlled attention level of the user for the source material at the first time and the second attention level is a controlled attention level of the user at the first location in the source material.
3. The system of claim 1 , wherein the third attention level is an automatic attention level of the user at the second location in the source material.
4. The system of claim 1 , wherein the analyzer is to determine the first change based on first event-related potential data in the first neuro-response data and second event-related potential data in the second neuro-response data.
5. The system of claim 1 , wherein the first location is a first spatial location in the source material and the second location is a second spatial location in the source material, the second spatial location proximate to the first spatial location.
6. The system of claim 1 , wherein the first location is a first temporal location in the source material and the second location is a second temporal location in the source material, the second temporal location proximate to the first temporal location in time.
7. The system of claim 1 , wherein the selector is to select the second location as the candidate location and the analyzer is to:
determine a fourth attention level of the user exposed to a third stimulus at a third location in the source material based on fourth neuro-response data, the fourth neuro-response data gathered from the user while the user is exposed to the third stimulus at the third location at a fourth time, the third location different from the first location;
determine a third change between the second attention level and the fourth attention level; and
one of maintain or modify the selection of the second location as the candidate location based on the third change.
8. The system of claim 1 , wherein the analyzer is to perform a comparison of the first change and the second change and the selector is to select one of the first location or the second location based on the comparison.
9. A tangible machine readable storage device or storage disc comprising instruction that, when executed by at least one processor, cause the at least one processor to:
determine a first attention level of a user exposed to source material based on first neuro-response data, the first neuro-response data gathered from the user while the user is exposed to the source material at a first time;
determine a second attention level of the user exposed to a first stimulus at a first location in the source material based on second neuro-response data, the second neuro-response data gathered from the user while the user is exposed to the first stimulus at the first location at a second time;
determine a third attention level of the user exposed to a second stimulus at a second location in the source material based on third neuro-response data, the third neuro-response data gathered from the user while the user is exposed to the second stimulus at the second location at a third time, the second location different from the first location;
determine a first change between the first attention level and the second attention level;
determine a second change between the first attention level and the third attention level; and
select at least one of the first location or the second location as a candidate location for introduction of advertising material based on the first change and the second change, the instructions to cause the at least one processor to select the first location when the first change indicates increased attention to the first stimulus relative to the source material and to select the second location when the second change indicates increased attention to the second stimulus relative to the source material.
10. The storage device or storage disc of claim 9 , wherein the first attention level is a controlled attention level of the user for the source material at the first time and the second attention level is a controlled attention level of the user at the first location in the source material.
11. The storage device or storage disc of claim 9 , wherein the third attention level is an automatic attention level of the user at the second location in the source material.
12. The storage device or storage disc of claim 9 , wherein the instructions, when executed, further cause the at least one processor to determine the first change based on first event-related potential data in the first neuro-response data and second event-related potential data in the second neuro-response data.
13. The storage device or storage disc of claim 9 , wherein the first location is a first spatial location in the source material and the second location is a second spatial location in the source material, the second spatial location proximate to the first spatial location.
14. The storage device or storage disc of claim 9 , wherein the first location is a first temporal location in the source material and the second location is a second temporal location in the source material, the second temporal location proximate to the first temporal location in time.
15. The storage device or storage disc of claim 9 , wherein the second location is the candidate location and the instructions, when executed, further cause the at least one processor:
determine a fourth attention level of the user exposed to a third stimulus at a third location in the source material based on fourth neuro-response data, the fourth neuro-response data gathered from the user while the user is exposed to the third stimulus at the third location at a fourth time, the third location different from the first location;
determine a third change between the second attention level and the fourth attention level; and
one of maintain or modify the selection of the second location as the candidate location based on the third change.
16. The storage device or storage disc of claim 9 , wherein the instructions, when executed, further cause the at least one processor to perform a comparison of the first change and the second change and select one of the first location or the second location based on the comparison.
17. A system comprising:
means for measuring neuro-response data from a user exposed to source material, the means for measuring to obtain:
first neuro-response data from the user while the user is exposed to the source material at a first time;
second neuro-response data from the user while the user is exposed to a first stimulus at a first location at a second time; and
third neuro-response data gathered from the user while the user is exposed to a second stimulus at a second location at a third time, the second location different from the first location;
means for analyzing to:
determine a first attention level of the user based on the first neuro-response data;
determine a second attention level of the user based on the second neuro-response data;
determine a third attention level of the user based on the third neuro-response data;
determine a first change between the first attention level and the second attention level; and
determine a second change between the first attention level and the third attention level; and
means for selecting a candidate location in the source material for introduction of advertising material, the means for selecting to:
select at least one of the first location or the second location as a candidate location for introduction of advertising material based on the first change and the second change, the means for selecting to select the first location when the first change indicates increased attention to the first stimulus relative to the source material and to select the second location when the second change indicates increased attention to the second stimulus relative to the source material.
18. The system of claim 17 , wherein the first attention level is a controlled attention level of the user for the source material at the first time and the second attention level is a controlled attention level of the user at the first location in the source material.
19. The system of claim 17 , wherein the third attention level is an automatic attention level of the user at the second location in the source material.
20. The system of claim 17 , wherein the means for analyzing is to determine the first change based on first event-related potential data in the first neuro-response data and second event-related potential data in the second neuro-response data.