Dynamic content delivery based on vehicle navigational attributes
View Patent ↗Systems and methods are disclosed for dynamic content delivery based on vehicle navigational attributes. An example system includes at least one processor, and memory including instructions that, when executed, cause the at least one processor to determine a relevancy score for respective ones of a plurality of sporting event data items based on navigational attributes of a vehicle, determine whether the navigational attributes correspond to a driving condition, the driving condition indicative of a driving pattern of the vehicle in response to a condition external to the vehicle, and in response to determining that the navigational attributes correspond to the driving condition, present a first sporting event data item of the plurality of sporting event data items in response to a relevancy score of the first sporting event data item corresponding to the driving condition.
1. A system comprising:
at least one processor; and
memory including instructions that, when executed, cause the at least one processor to:
determine a relevancy score for respective ones of a plurality of sporting event data items based on navigational attributes of a vehicle, the navigational attributes including at least one of a location of the vehicle, vehicle sensor data, or vehicle navigational data;
determine whether the navigational attributes correspond to a driving condition, the driving condition indicative of a driving pattern of the vehicle in response to a condition external to the vehicle; and
in response to determining that the navigational attributes correspond to the driving condition, present a first sporting event data item of the plurality of sporting event data items in response to a relevancy score of the first sporting event data item corresponding to the driving condition.
2. The system of claim 1 , wherein the at least one processor is to:
access first data from one or more biometric sensors monitoring a user operating the vehicle, the first data corresponding to expressions of the user including at least one of a hand expression, a facial expression, or a vocal expression;
access second data from the one or more biometric sensors, the second data corresponding to biosignals of the user including at least one of a blood pressure, a heart rate, a body temperature, a perspiration, or a brain wave;
access third data from the one or more biometric sensors, the third data to identify the user by at least one of voice identification, retinal identification, facial identification, fingerprint identification, or electroencephalogram-based identification; and
determine whether an emotional state of the user is calm, neutral, or agitated based on at least one of the first data, the second data, or the third data.
3. The system of claim 1 , wherein the at least one processor is to:
determine an emotional state associated with a user operating the vehicle based on data from one or more biometric sensors monitoring the user;
select one or more sporting event data items of the plurality of sporting event data items based on at least one of the navigational attributes, a respective relevancy score of the one or more sporting event data items, or the emotional state, the one or more sporting event data items including the first sporting event data item; and
in response to the determining that the emotional state is an agitated emotional state, select the first sporting event data item to present to the user based on the first sporting event data item having a high relevancy score.
4. The system of claim 1 , wherein the at least one processor is to:
determine a user emotional state of a user operating the vehicle, the determining including:
analyzing eye tracking data;
analyzing a user heart rate;
analyzing sensor data from a user seat to determine user motion; and
determining that the user emotional state is calm, neutral, or agitated based on at least one of the eye tracking data, the user heart rate, or the sensor data from the user seat; and
based on a determination that the user emotional state is agitated, select the first sporting event data item when the relevancy score of the first sporting event data item is a high relevancy score.
5. The system of claim 1 , wherein the driving condition is a high-maintenance driving condition, and the at least one processor is to:
determine whether the navigational attributes correspond to a neutral driving condition or a low-maintenance driving condition; and
in response to determining that the navigational attributes correspond to the neutral driving condition, present second sporting event data items including the first sporting event data item when relevancy scores for respective ones of the second sporting event data items are less than the relevancy score of the first sporting event data item.
6. The system of claim 5 , wherein the relevancy scores are first relevancy scores, and the at least one processor is to:
in response to determining that the navigational attributes correspond to the low-maintenance driving condition, present third sporting event data items including the first sporting event data item and the second sporting event data items when second relevancy scores for respective ones of the third sporting event data items are less than the first relevancy scores and the relevancy score of the first sporting event data item.
7. A non-transitory computer readable storage medium comprising instructions that, when executed, cause a computing device associated with a vehicle to at least:
determine a relevancy score for respective ones of a plurality of sporting event data items based on navigational attributes of the vehicle, the navigational attributes including at least one of a location of the vehicle, vehicle sensor data, or vehicle navigational data;
determine whether the navigational attributes correspond to a driving condition, the driving condition indicative of a driving pattern of the vehicle in response to a condition external to the vehicle; and
in response to determining that the navigational attributes correspond to the driving condition, present a first sporting event data item of the plurality of sporting event data items in response to a relevancy score of the first sporting event data item corresponding to the driving condition.
8. The non-transitory computer readable storage medium of claim 7 , wherein the instructions, when executed, cause the computing device to obtain the plurality of sporting event data items from a server computer.
9. The non-transitory computer readable storage medium of claim 7 , wherein the instructions, when executed, cause the computing device to:
access first data from one or more biometric sensors monitoring a user operating the vehicle, the first data corresponding to expressions of the user including at least one of a hand expression, a facial expression, or a vocal expression;
access second data from the one or more biometric sensors, the second data corresponding to biosignals of the user including at least one of a blood pressure, a heart rate, a body temperature, a perspiration, or a brain wave;
access third data from the one or more biometric sensors, the third data to identify the user by at least one of voice identification, retinal identification, facial identification, fingerprint identification, or electroencephalogram-based identification; and
determine whether an emotional state of the user is calm, neutral, or agitated based on at least one of the first data, the second data, or the third data.
10. The non-transitory computer readable storage medium of claim 7 , wherein the instructions, when executed, cause the computing device to:
determine an emotional state associated with a user operating the vehicle based on data from one or more biometric sensors monitoring the user;
select one or more sporting event data items of the plurality of sporting event data items based on at least one of the navigational attributes, a respective relevancy score of the one or more sporting event data items, or the emotional state, the one or more sporting event data items including the first sporting event data item; and
in response to the determining that the emotional state is an agitated emotional state, select the first sporting event data item to present to the user based on the first sporting event data item having a high relevancy score.
11. The non-transitory computer readable storage medium of claim 7 , wherein the instructions, when executed, cause the computing device to:
determine a user emotional state of a user operating the vehicle, the determining including:
analyzing eye tracking data;
analyzing a user heart rate;
analyzing sensor data from a user seat to determine user motion; and
determining that the user emotional state is calm, neutral, or agitated based on at least one of the eye tracking data, the user heart rate, or the sensor data from the user seat; and
based on a determination that the user emotional state is agitated, select the first sporting event data item when the relevancy score of the first sporting event data item is a high relevancy score.
12. The non-transitory computer readable storage medium of claim 7 , wherein the driving condition is a high-maintenance driving condition, and the instructions, when executed, cause the computing device to:
determine whether the navigational attributes correspond to a neutral driving condition or a low-maintenance driving condition; and
in response to determining that the navigational attributes correspond to the neutral driving condition, present second sporting event data items including the first sporting event data item when relevancy scores for respective ones of the second sporting event data items are less than the relevancy score of the first sporting event data item.
13. The non-transitory computer readable storage medium of claim 12 , wherein the relevancy scores are first relevancy scores, and the instructions, when executed, cause the computing device to:
in response to determining that the navigational attributes correspond to the low-maintenance driving condition, present third sporting event data items including the first sporting event data item and the second sporting event data items when second relevancy scores for respective ones of the third sporting event data items are less than the first relevancy scores and the relevancy score of the first sporting event data item.
14. An apparatus comprising:
first means for determining a relevancy score for respective ones of a plurality of sporting event data items based on navigational attributes of a vehicle, the navigational attributes including at least one of a location of the vehicle, vehicle sensor data, or vehicle navigational data;
second means for determining whether the navigational attributes correspond to a driving condition, the driving condition indicative of a driving pattern of the vehicle in response to a condition external to the vehicle; and
means for presenting a first sporting event data item of the plurality of sporting event data items in response to a relevancy score of the first sporting event data item corresponding to the driving condition, the means for presenting the first sporting event data item in response to determining that the navigational attributes correspond to the driving condition.
15. The apparatus of claim 14 , further including means for obtaining the plurality of sporting event data items from a server computer.
16. The apparatus of claim 14 , further including:
means for accessing to access:
first data from one or more biometric sensors monitoring a user operating the vehicle, the first data corresponding to expressions of the user including at least one of a hand expression, a facial expression, or a vocal expression;
second data from the one or more biometric sensors, the second data corresponding to biosignals of the user including at least one of a blood pressure, a heart rate, a body temperature, a perspiration, or a brain wave; and
third data from the one or more biometric sensors, the third data to identify the user by at least one of voice identification, retinal identification, facial identification, fingerprint identification, or electroencephalogram-based identification; and
third means for determining whether an emotional state of the user is calm, neutral, or agitated based on at least one of the first data, the second data, or the third data.
17. The apparatus of claim 14 , further including:
third means for determining an emotional state associated with a user operating the vehicle based on data from one or more biometric sensors monitoring the user; and
means for selecting to select:
one or more sporting event data items of the plurality of sporting event data items based on at least one of the navigational attributes, a respective relevancy score of the one or more sporting event data items, or the emotional state, the one or more sporting event data items including the first sporting event data item; and
in response to the determining that the emotional state is an agitated emotional state, the first sporting event data item to present to the user based on the first sporting event data item having a high relevancy score.
18. The apparatus of claim 14 , further including
third means for determining a user emotional state of a user operating the vehicle by:
analyzing eye tracking data;
analyzing a user heart rate;
analyzing sensor data from a user seat to determine user motion; and
determining that the user emotional state is calm, neutral, or agitated based on at least one of the eye tracking data, the user heart rate, or the sensor data from the user seat; and
based on a determination that the user emotional state is agitated, means for selecting the first sporting event data item when the relevancy score of the first sporting event data item is a high relevancy score.
19. The apparatus of claim 14 , wherein the driving condition is a high-maintenance driving condition, and the second means for determining is to determine whether the navigational attributes correspond to a neutral driving condition or a low-maintenance driving condition, and the means for presenting is to, in response to determining that the navigational attributes correspond to the neutral driving condition, present second sporting event data items including the first sporting event data item when relevancy scores for respective ones of the second sporting event data items are less than the relevancy score of the first sporting event data item.
20. The apparatus of claim 19 , wherein the relevancy scores are first relevancy scores, and the means for presenting is to, in response to determining that the navigational attributes correspond to the low-maintenance driving condition, present third sporting event data items including the first sporting event data item and the second sporting event data items when second relevancy scores for respective ones of the third sporting event data items are less than the first relevancy scores and the relevancy score of the first sporting event data item.