Predicting preferred communication patterns
Methods for predicting preferred communications patterns are provided. In one aspect, a method includes receiving a request from a first user to initiate communication with a second user by a first communication method, determining a communication preference hierarchy of the second user based on a plurality of factors concerning the second user, wherein the plurality of factors include a presence state, selecting a second communication method from the communication preference hierarchy, wherein the second communication method is preferred over the first communication method in the communication preference hierarchy, and in response to the request from the first user, providing a recommendation to the first user to communicate with the second user by the second communication method. Systems and machine-readable media are also provided.
1. A computer-implemented method for predicting preferred communications patterns, the method comprising:
receiving, in a remote server, a request from a first user to initiate communication with a second user by a first communication method;
determining a communication preference hierarchy of the second user based on a plurality of factors concerning the second user, wherein the plurality of factors comprises a presence state;
selecting a second communication method from the communication preference hierarchy, wherein the second communication method is selected based on a determination that the second communication method is preferred over the first communication method in the communication preference hierarchy;
from the remote server, in response to a determination that the first communication method is a non-preferred communication method of the communication preference hierarchy, actively preventing the first user from using the first communication method for communication with the second user;
providing, in response to the request from the first user and based on the determination that the second communication method is preferred over the first communication method, a recommendation to the first user to communicate with the second user by the second communication method; and
in response to a confirmation of the recommendation by the first user, initiating a new communication with the second user by the second communication method, wherein the recommendation is provided to the first user using the first communication method.
2. The computer-implemented method of claim 1 , wherein the plurality of factors comprises at least one of real-time activity, communication history, location, calendar, device states, or group relationships.
3. The computer-implemented method of claim 1 , wherein the method further comprises:
denying the request from the first user to communicate with the second user by the first communication method.
4. The computer-implemented method of claim 1 , wherein the first communication method is a real-time communication method.
5. The computer-implemented method of claim 1 , wherein the first communication method is directed to a first device of the second user, and wherein the second communication method is directed to a second device of the second user.
6. The computer-implemented method of claim 1 , wherein the presence state is determined using multiple points of presence (MPOP) for the second user.
7. A system for predicting preferred communications patterns, the system comprising:
a memory comprising a plurality of factors concerning a second user; and
a processor configured to execute instructions which, when executed, cause the processor to:
receive, in a remote server, a request from a first user to initiate communication with the second user by a first communication method,
determine a communication preference hierarchy of the second user based on the plurality of factors concerning the second user, wherein the plurality of factors comprise a presence state and at least one of real-time activity, communication history, location, calendar, device states, or group relationships;
select a second communication method from the communication preference hierarchy, wherein the second communication method is selected based on a determination that the second communication method is preferred over the first communication method in the communication preference hierarchy;
from the remote server, in response to a determination that the first communication method is a non-preferred communication method of the communication preference hierarchy, actively prevent the first user from using the first communication method for communication with the second user;
provide, in response to the request from the first user and based on the determination that the second communication method is preferred over the first communication method, a recommendation to the first user to communicate with the second user by the second communication method; and
in response to a confirmation of the recommendation by the first user, initiate a new communication with the second user by the second communication method, wherein the recommendation is provided to the first user using the first communication method.
8. The system of claim 7 , wherein the processor is further configured to:
deny the request from the first user to communicate with the second user by the first communication method.
9. The system of claim 7 , wherein the first communication method is a real-time communication method.
10. The system of claim 7 , wherein the first communication method is directed to a first device of the second user, and wherein the second communication method is directed to a second device of the second user.
11. The system of claim 7 , wherein prior to the determining the communication preference hierarchy, the processor is further configured to:
determine the presence state using multiple points of presence (MPOP) for the second user.
12. A non-transitory machine-readable storage medium comprising machine-readable instructions for causing a processor to execute a method for predicting preferred communications patterns, comprising:
receiving, in a remote server, a request from a first user to initiate communication with a second user by a first communication method,
determining a communication preference hierarchy of the second user based on a plurality of factors concerning the second user, wherein the plurality of factors comprises a presence state and at least one of real-time activity, communication history, location, calendar, device states, or group relationships;
selecting a second communication method from the communication preference hierarchy, wherein the second communication method is selected based on a determination that the second communication method is preferred over the first communication method in the communication preference hierarchy;
from the remote server, in response to a determination that the first communication method is a non-preferred communication, actively preventing the first user from using the first communication method for communication with the second user;
providing, in response to the request from the first user and based on the determination that the second communication method is preferred over the first communication method, a recommendation to the first user to communicate with the second user by the second communication method, wherein the recommendation is provided to the first user using the first communication method; and
in response to a confirmation of the recommendation by the first user, initiating a new communication with the second user by the second communication method, wherein the recommendation is provided to the first user using the first communication method.
13. The non-transitory machine-readable storage medium of claim 12 , wherein the machine-readable instructions further cause the processor to:
deny the request from the first user to communicate with the second user by the first communication method.
14. The non-transitory machine-readable storage medium of claim 12 , wherein the first communication method is a real-time communication method.
15. The non-transitory machine-readable storage medium of claim 12 , wherein the first communication method is directed to a first device of the second user, and wherein the second communication method is directed to a second device of the second user.
16. The non-transitory machine-readable storage medium of claim 12 , wherein prior to the determining the communication preference hierarchy, the machine-readable instructions further cause the processor to:
determine the presence state using multiple points of presence (MPOP) for the second user.