System and method of selecting a relevant user for introduction to a user in an online environment
Systems and methods of selecting a relevant user for introduction to a user in an online environment are disclosed. In one aspect, embodiments of the present disclosure include a method, which may be implemented on a system, of receiving a request to identify the relevant user to be introduced to the participating user in the social network, identifying a set of social history records that occurred among the multiple users in the social network, selecting, from the multiple users, the relevant user to be introduced to the participating user using the set of social history records. The relevant user that is selected is not a social connection of the participating user in the social network. One embodiment includes, determining whether the participating user is interested in meeting the relevant user in the social network based on an indication made by the participating user via interaction with the user device.
1. A method for selecting relevant user accounts associated with relevant users to present to a participating user in an online environment, the method comprising:
receiving, by a server, a request to identify the relevant user accounts associated with relevant users to be presented to the participating user;
identifying, by the server, a set of social history records relating to interactions between multiple users that occurred in the online environment;
assigning weighting factors to each of the set of social history records among the identified multiple users based on a type of interaction in the corresponding social history record;
adjusting, by the server, each weighting factor based on an elapsed time from a time of occurrence of each interaction indicated by a timestamp for each interaction in each corresponding social history record;
selecting, by the server, multiple relevant users based on the set of social history records and the adjusted weighting factors assigned to the set of social history records, wherein the multiple relevant users are not social connections of the participating user in the online environment;
determining a responsiveness metric associated with each of the multiple relevant users, wherein determining the responsiveness metric includes:
increasing a responsiveness metric of each of the multiple relevant users that are presented to another user on the online environment, and
decreasing the responsiveness metric of each of the multiple relevant users that respond to notifications of interest from multiple participating users;
assigning, by the server, a rank to each of the multiple relevant users based on a relevancy determined using a combination of the adjusted weighting factors of the set of social history records, a last log-on time, a log-on frequency, and the responsiveness metric associated with each of the multiple relevant users; and
presenting, by the server, user data of the multiple relevant users to the participating user via a webpage executing on a user device in an order based on the rank assigned to each of the multiple relevant users, the webpage including links to initiate further interaction with the multiple relevant users in the order based on the rank assigned to each of the multiple relevant users.
2. The method of claim 1 ,
wherein the user data of the multiple relevant users is presented to the participating user via the user device in a randomized order.
3. The method of claim 1 further comprising:
selecting a predetermined number of relevant users from the multiple relevant users, wherein the predetermined number of multiple relevant users are presented to the participating user in a randomized order.
4. The method of claim 1 further comprising:
determining, by the server, whether the participating user is interested the relevant user based on an indication made by the participating user via interaction with the user device; and
in response to determining that the participating user has indicated interest in the relevant user, sending, by the server, a notification of interest to the relevant user.
5. The method of claim 1 , wherein the set of social history records includes a set of social interactions among the multiple users in the online environment.
6. The method of claim 5 , wherein the set of social interactions includes sending and receiving of a message.
7. The method of claim 5 , wherein the set of social interactions includes responding to and sending a notification of interest.
8. The method of claim 5 , wherein the set of social interactions includes a friendship connection among at least some of the multiple users in the online environment.
9. The method of claim 5 , wherein the set of social interactions includes viewing a profile, posting a comment, and sending an invitation.
10. The method of claim 1 , wherein the assigning includes:
assigning a higher weighting factor to a first type of social history record than to a second type of social history record.
11. The method of claim 1 , wherein the assigning includes:
assigning a higher weighting factor to a first type of social interaction that occurred more recently than another social interaction of the first type that occurred less recently.
12. The method of claim 1 , wherein the assigning includes:
assigning a higher weighting factor to a first social interaction that occurred between the participating user and a first user of the multiple users than a second social interaction that occurred between the participating user and a second user of the multiple users, wherein the first social interaction occurred after the second social.
13. A system for identifying a relevant user to present to a participating user in an online environment, the system comprising:
a processor;
a memory storing instructions, which when executed, perform a method of:
receiving, by a server, a request to identify relevant user accounts associated with relevant users to be presented to the participating user in the online environment;
identifying, by the server, a set of social history records relating to interactions between multiple users that occurred in the online environment;
assigning weighting factors to each of the set of social history records among the identified multiple users based on a type of interaction in the corresponding social history record;
adjusting, by the server, each weighting factor based on an elapsed time from a time of occurrence of each interaction indicated by a timestamp for each interaction in each corresponding social history record;
selecting, by the server, multiple relevant users based on the set of social history records and the adjusted weighting factors assigned to the set of social history records, wherein the multiple relevant users are not social connections of the participating user in the online environment;
determining a responsiveness metric associated with each of the multiple relevant users, wherein determining the responsiveness metric includes:
increasing a responsiveness metric of each of the multiple relevant users that are presented to another user on the online environment, and
decreasing the responsiveness metric of each of the multiple relevant users that respond to notifications of interest from multiple participating users;
assigning, by the server, a rank to each of the multiple relevant users based on a relevancy determined using a combination of the adjusted weighting factors of the set of social history records, a last log-on time, a log-on frequency and the responsiveness metric associated with each of the multiple relevant users; and
presenting, by the server, user data of the multiple relevant users to the participating user via a webpage executing on a user device in an order based on the rank assigned to each of the multiple relevant users, the webpage including links to initiate further interaction with the multiple relevant users in the order based on the rank assigned to each of the multiple relevant users.
14. The system of claim 13 , wherein the processor is further configured to:
determine whether the participating user is interested the relevant user based on an indication made by the participating user via interaction with the user device; and
in response to determining that the participating user has indicated interest in the relevant user, send a notification of interest to the relevant user.
15. A non-transitory computer-readable storage medium storing computer readable instructions, comprising:
instructions for receiving a request to identify a series of relevant users to present to a participating user in an online environment;
instructions for identifying a set of social history records relating to interactions between multiple users that occurred in the online environment;
instructions for assigning weighting factors to each of the set of social history records among the identified multiple users based on a type of interaction in the corresponding social history record;
instructions for adjusting each weighting factor based on an elapsed time from a time of occurrence of each interaction indicated by a timestamp for each interaction in each corresponding social history record;
instructions for selecting multiple relevant users based on the set of social history records and the adjusted weighting factors associated with the set of social history records, wherein different types of social history records have different weighting factors, wherein the multiple relevant users are not social connections of the participating user in the online environment;
instructions for determining a responsiveness metric associated with each of the multiple relevant users, wherein determining the responsiveness metric includes:
increasing a responsiveness metric of each of the multiple relevant users that are presented to another user on the online environment, and
decreasing the responsiveness metric of each of the multiple relevant users that respond to notifications of interest from multiple participating users;
instructions for assigning a rank to each of the multiple relevant users based on relevancy determined using a combination of the adjusted weighting factors of the set of social history records, a last log-on time, a log-on frequency and the responsiveness metric associated with each of the multiple relevant users; and
instructions for presenting user data of the multiple relevant users who are selected as the relevant user in an order based on the rank assigned to each of the multiple relevant users, to the participating user via a webpage executing on a user device, the webpage including links to initiate further interaction with the multiple relevant users in the order based on the rank assigned to each of the multiple relevant users.
16. The non-transitory computer-readable storage medium of claim 15 further comprising:
instructions for determining whether the participating user is interested in the relevant user based on an indication made by the participating user via interaction with the user device; and
instructions for, in response to determining that the participating user has indicated interest in the relevant user, sending, by the server, a notification of interest to the relevant user.
17. The non-transitory computer-readable storage medium of claim 15 , wherein the instructions for identifying the multiple relevant users include:
assigning a higher weighting factor to a first type of social history record than to a second type of social history record.
18. The non-transitory computer-readable storage medium of claim 15 , wherein the instructions for identifying the multiple relevant users include:
instructions for assigning a higher weighting factor to a first type of social history record that occurred more recently than another social history record of the first type that occurred less recently.