System and method for targeting user interests based on mobile call logs
View Patent ↗Techniques are provided that include targeting a user of a mobile electronic device with an interest-based advertisement, based at least in part on various call logs on a user device. Techniques are provided in which a set of calls from a user's call log from a mobile device are assigned to one or more categories indicative of potential user interests for the purposed of targeted advertisements. The usage pattern of the user's call log takes into account the time of the day, week, and/or month that the user tends to make particular calls to determine recurring patterns and calculate individual metrics for comparison with other users.
1. A method comprising:
using one or more computers, obtaining user call history information comprising one or more call records made by a user from a mobile device, wherein the user call history information includes at least a duration of each of the call records, a time stamp for each of the call records, and a recipient of each of the call records;
using one or more computers, based at least in part on the user call history information, generating user call category information comprising assigning one or more categories to each of the call records, wherein the user call category information includes at least a number of the call records assigned to each of the categories and a purchase history of the user related to each of the call records;
using one or more computers, determining one or more category importance levels for each of the one or more categories, wherein the category importance levels are determined at least in part by a length of time elapsed between the call records assigned to each of the categories; and
using one or more computers, based at least in part on the user call history information, user call category information, and category importance levels, targeting the user with an advertisement, the one or more categories assigned to the each of the call records based on the following equation: Weight Factor of (SETx)=(Number of calls made in SETx/time period)+((Duration in minutes of calls made in SETx)*(category importance level))−(Time since last call in SETx), where SETx represents a particular set of calls grouped together based on at least being assigned to one or more common categories and category importance level;
wherein targeting the user with an advertisement comprises, if the user attempts to place a call to a business matching the one or more categories assigned to previous call records, immediately serving the advertisement to the mobile device before the call is completed.
2. The method of claim 1 , wherein the category importance levels are determined at least in part by the number of the call records assigned to each of the categories.
3. The method of claim 1 , wherein targeting the user with an advertisement is based at least in part on the current time.
4. The method of claim 1 , wherein targeting the user with an advertisement comprises serving a visual advertisement to the user on the mobile device.
5. The method of claim 1 , wherein targeting the user with an advertisement comprises serving an audio advertisement to the user on the mobile device.
6. The method of claim 1 , wherein targeting the user with an advertisement comprises serving an advertisement on the mobile device after a call is completed by the user.
7. The method of claim 1 , wherein targeting the user with an advertisement comprises serving an advertisement through a mobile application installed on the mobile device.
8. The method of claim 1 , wherein targeting the user with an advertisement comprises offering a discount, coupon, or offer to the user through the mobile device.
9. A system comprising:
one or more server computers coupled to a network; and
one or more databases coupled to the one or more server computers;
wherein the one or more server computers are configured to:
obtain user call history information comprising one or more call records made by a user from a mobile device, wherein the user call history information includes at least a duration of each of the call records, a time stamp for each of the call records, and a recipient of each of the call records;
based at least in part on the user call history information, generate user call category information comprising assigning one or more categories to each of the call records, wherein the user call category information includes at least a number of the call records assigned to each of the categories and a purchase history of the user related to each of the call records;
determine one or more category importance levels for each of the one or more categories, wherein the category importance levels are determined at least in part by a length of time elapsed between the call records assigned to each of the categories; and
based at least in part on the user call history information, user call category information, and category importance levels, target the user with an advertisement, the one or more categories assigned to the each of the call records based on the following equation: Weight Factor of (SETx)=(Number of calls made in SETx/time period)+((Duration in minutes of calls made in SETx)*(category importance level))−(Time since last call in SETx), where SETx represents a particular set of calls grouped together based on at least being assigned to one or more common categories and category importance level;
wherein targeting the user with an advertisement comprises, if the user attempts to place a call to a business matching the one or more categories assigned to previous call records, immediately serving the advertisement to the mobile device before the call is completed.
10. The system of claim 9 , wherein the category importance levels are determined at least in part by the number of the call records assigned to each of the categories.
11. The system of claim 9 , wherein targeting the user with an advertisement is based at least in part on the current time.
12. The system of claim 9 , wherein targeting the user with an advertisement comprises serving a visual advertisement to the user on the mobile device.
13. The system of claim 9 , wherein targeting the user with an advertisement comprises serving an audio advertisement to the user on the mobile device.
14. The system of claim 9 , wherein targeting the user with an advertisement comprises serving an advertisement on the mobile device after a call is completed by the user.
15. The system of claim 9 , wherein targeting the user with an advertisement comprises serving an advertisement through a mobile application installed on the mobile device.
16. A non-transitory computer readable medium or media containing instructions for executing a method comprising:
using one or more computers, obtaining user call history information comprising one or more call records made by a user from a mobile device, wherein the user call history information includes at least a duration of each of the call records, a time stamp for each of the call records, and a recipient of each of the call records;
using one or more computers, based at least in part on the user call history information, generating user call category information comprising assigning one or more categories to each of the call records, wherein the user call category information includes at least a number of the call records assigned to each of the categories and a purchase history of the user related to each of the call records;
using one or more computers, determining one or more category importance levels for each of the one or more categories, wherein the category importance levels are determined at least in part by a length of time elapsed between the call records assigned to each of the categories; and
using one or more computers, based at least in part on the user call history information, user call category information, and category importance levels, targeting the user with an advertisement, the one or more categories assigned to the each of the call records based on the following equation: Weight Factor of (SETx)=(Number of calls made in SETx/time period)+((Duration in minutes of calls made in SETx)*(category importance level))−(Time since last call in SETx), where SETx represents a particular set of calls grouped together based on at least being assigned to one or more common categories and category importance level, wherein targeting the user with an advertisement comprises offering a discount, coupon, or offer to the user through a mobile application installed on the mobile device;
and wherein targeting the user with an advertisement comprises, if the user attempts to place a call to a business matching the one or more categories assigned to previous call records, immediately serving the advertisement to the mobile device before the call is completed, the completed call comprising a call that is connected.