Methods and apparatus to determine mobile device application usage in vehicles including media applications
View Patent ↗An example apparatus includes an impression logger to store mobile device impressions, the mobile device impressions corresponding to usage of a mobile device application to access first media; a classifier to determine whether a first number of detections of a first service set identifier (SSID) during a first time period satisfies a detection threshold, determine whether a second SSID was detected for a second time period that satisfies a time threshold, increment a counter when the detection threshold and the time threshold are satisfied, classify the first SSID as a vehicle SSID when the counter satisfies a quantity threshold; a logic circuit to, when the first SSID is a vehicle SSID, determine that at least one of the mobile device impressions occurred while the mobile device was in a vehicle.
1. An apparatus comprising:
an impression logger to store a plurality of records of mobile device impressions in a memory based on network communications received from a mobile device, the mobile device impressions corresponding to usage of a mobile device application to access first media via the mobile device;
a classifier to:
determine whether a first number of detections of a first service set identifier (SSID) logged in the plurality of records during a first time period satisfies a detection threshold;
determine whether a second SSID logged in the plurality of records was detected for a second time period that satisfies a time threshold;
increment a counter when the first number of detections satisfies the detection threshold and the second time period satisfies the time threshold; and
classify the first SSID as a vehicle SSID when the counter satisfies a quantity threshold; and
a logic circuit to, when the first SSID is classified as a vehicle SSID, determine that at least one of the mobile device impressions occurred while the mobile device was located in a vehicle based on the at least one of the mobile device impressions stored in the plurality of records in association with the first SSID.
2. The apparatus as defined in claim 1 , wherein the impression logger is further to store a second plurality of records of in-vehicle media device impressions in the memory based on second network communications from a vehicle, the in-vehicle media device impressions corresponding to usage of an in-vehicle media device application to access second media.
3. The apparatus as defined in claim 2 , further including a device ratio determiner to determine a ratio of mobile device application usage to in-vehicle media device application usage based on the in-vehicle media device impressions and based on determining that the at least one mobile device impression occurred while the mobile device was located in the vehicle.
4. The apparatus as defined in claim 2 , further including a device ratio determiner to determine a user usage pattern of mobile device application usage and in-vehicle media device application usage by organizing application usage data into a first time segment and a second time segment, the first time segment indicative of a first pattern of mobile device application usage and the second time segment indicative of in-vehicle media device application usage.
5. The apparatus as defined in claim 1 , wherein the classifier is to classify the first SSID as a non-vehicle SSID when at least one of: (a) the first number of detections does not satisfy the detection threshold, (b) the second time period does not satisfy the time threshold, or (c) the counter does not satisfy the quantity threshold.
6. The apparatus as defined in claim 1 , wherein the second time period occurs during the first time period.
7. The apparatus as defined in claim 1 , wherein the impression logger is to receive indications of multiple impressions of the plurality of mobile device impressions in a single message from the mobile device.
8. A tangible computer readable storage medium comprising instructions which, when executed, cause a machine to at least:
store a plurality of records of mobile device impressions in a memory based on network communications received from a mobile device, the mobile device impressions corresponding to usage of a mobile device application to access first media via the mobile device;
determine whether a first number of detections of a first service set identifier (SSID) logged in the plurality of records during a first time period satisfies a detection threshold;
determine whether a second SSID logged in the plurality of records was detected for a second time period that satisfies a time threshold;
increment a counter when the first number of detections satisfies the detection threshold and the second time period satisfies the time threshold;
classify the first SSID as a vehicle SSID when the counter satisfies a quantity threshold; and
when the first SSID is classified as a vehicle SSID, determine that at least one of the mobile device impressions occurred while the mobile device was located in a vehicle based on the at least one of the mobile device impressions stored in the plurality of records in association with the first SSID.
9. The computer readable storage medium as defined in claim 8 , further including instructions which, when executed, cause the machine to store a second plurality of records of in-vehicle media device impressions in the memory based on second network communications from a vehicle, the in-vehicle media device impressions corresponding to usage of an in-vehicle media device application to access second media.
10. The computer readable storage medium as defined in claim 9 , further including instructions which, when executed, cause the machine to determine a ratio of mobile device application usage to in-vehicle media device application usage based on the in-vehicle media device impressions and based on determining that the at least one mobile device impression occurred while the mobile device was located in the vehicle.
11. The computer readable storage medium as defined in claim 9 , further including instructions which, when executed, cause the machine to determine a user usage pattern of mobile device application usage and in-vehicle media device application usage by dividing application usage data into a first time segment and a second time segment, the first time segment indicative of a first pattern of mobile device application usage and the second time segment indicative of in-vehicle media device application usage.
12. The computer readable storage medium as defined in claim 8 , further including instructions which, when executed, cause the machine to classify the first SSID as a non-vehicle SSID when at least one of: (a) the first number of detections does not satisfy the detection threshold, (b) the second time period does not satisfy the time threshold, or (c) the counter does not satisfy the quantity threshold.
13. The computer readable storage medium as defined in claim 8 , wherein the second time period occurs during the first time period.
14. The computer readable storage medium as defined in claim 8 , further including instructions which, when executed, cause the machine to receive indications of multiple impressions of the plurality of mobile device impressions in a single message from the mobile device.
15. A method comprising:
storing a plurality of records of mobile device impressions in a memory based on network communications received from a mobile device, the mobile device impressions corresponding to usage of a mobile device application to access first media via the mobile device;
determining whether a first number of detections of a first service set identifier (SSID) logged in the plurality of records during a first time period satisfies a detection threshold;
determining whether a second SSID logged in the plurality of records was detected for a second time period that satisfies a time threshold;
incrementing a counter when the first number of detections satisfies the detection threshold and the second time period satisfies the time threshold;
classifying the first SSID as a vehicle SSID when the counter satisfies a quantity threshold; and
when the first SSID is classified as a vehicle SSID, determining that at least one of the mobile device impressions occurred while the mobile device was located in a vehicle based on the at least one of the mobile device impressions stored in the plurality of records in association with the first SSID.
16. The method as defined in claim 15 , further including storing a second plurality of records of in-vehicle media device impressions in the memory based on second network communications from a vehicle, the in-vehicle media device impressions corresponding to usage of an in-vehicle media device application to access second media.
17. The method as defined in claim 16 , further including determining a ratio of mobile device application usage to in-vehicle media device application usage based on the in-vehicle media device impressions and based on determining that the at least one mobile device impression occurred while the mobile device was located in the vehicle.
18. The method as defined in claim 16 , further including determining a user usage pattern of mobile device application usage and in-vehicle media device application usage by dividing application usage data into a first time segment and a second time segment, the first time segment indicative of a first pattern of mobile device application usage and the second time segment indicative of in-vehicle media device application usage.
19. The method as defined in claim 15 , further including classifying the first SSID as a non-vehicle SSID when at least one of: (a) the first number of detections does not satisfy the detection threshold, (b) the second time period does not satisfy the time threshold, or (c) the counter does not satisfy the quantity threshold.
20. The method as defined in claim 15 , wherein the second time period occurs during the first time period.