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 users to present to a participating user in an online environment, the method comprising:
identifying, by a server, a set of social history records relating to interactions between multiple users that occurred in the online environment;
assigning, by the server, weighting factors to each of the set of social history records among the multiple users based on a type of interaction in the corresponding social history record;
adjusting, by the server, the weighting factors based on an elapsed time from a time of occurrence of each interaction indicated by a timestamp associated with each interaction;
selecting, by the server, multiple selected users among the multiple users based on a relevancy score of each of the multiple users, wherein the relevancy score is determined using the set of social history records and the weighting factors assigned to the set of social history records;
assigning, by the server, a rank to each of the multiple selected users based on the relevancy score; and
presenting, by the server, user data of the multiple selected 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 selected users, the webpage including links to initiate further interaction with the multiple selected users in the order based on the rank assigned to each of the multiple selected users.
2. The method of claim 1 , wherein the relevancy score is further determined using a last log on time or a log on frequency.
3. The method of claim 1 , wherein the relevancy score is further determined using a frequency counter indicative of a number of interactions associated with the set of social history records.
4. The method of claim 1 , further comprising:
selecting a predetermined number of selected users from the multiple selected users,
wherein the predetermined number of selected users are presented to the participating user in a randomized order.
5. The method of claim 1 , further comprising:
determining, by the server, whether the participating user is interested in a selected 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 selected user, sending, by the server, a notification of interest to the selected user.
6. 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.
7. The method of claim 6 , wherein the set of social interactions includes sending and receiving of a message.
8. The method of claim 6 , wherein the set of social interactions includes responding to and sending a notification of interest.
9. The method of claim 6 , wherein the set of social interactions includes a friendship connection among at least some of the multiple users in the online environment.
10. The method of claim 6 , wherein the set of social interactions includes viewing a profile, posting a comment, and sending an invitation.
11. The method of claim 1 , wherein the assigning weighting factors includes:
assigning a higher weighting factor to a first type of social history record than to a second type of social history record.
12. The method of claim 1 , wherein the assigning weighting factors 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.
13. The method of claim 1 , wherein the assigning weighting factors 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.
14. 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:
identifying, by a server, a set of social history records relating to interactions between multiple users that occurred in the online environment;
assigning, by the server, weighting factors to each of the set of social history records among the multiple users based on a type of interaction in the corresponding social history record;
adjusting, by the server, the weighting factors based on an elapsed time from a time of occurrence of each interaction indicated by a timestamp associated with each interaction;
selecting, by the server, multiple selected users among the multiple users based on a relevancy score of each of the multiple users, wherein the relevancy score is determined using the set of social history records and the weighting factors assigned to the set of social history records;
assigning, by the server, a rank to each of the multiple selected users based on the relevancy score; and
presenting, by the server, user data of the multiple selected 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 selected users, the webpage including links to initiate further interaction with the multiple selected users in the order based on the rank assigned to each of the multiple selected users.
15. The system of claim 14 , wherein the processor is further configured to:
determine whether the participating user is interested a selected 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 selected user, send a notification of interest to the selected user.
16. The system of claim 14 , wherein the processor is further configured to:
present user data of interested users who have indicated interest in the participating user among the user data of the multiple selected users.
17. A non-transitory computer-readable storage medium storing computer readable instructions, comprising:
instructions for identifying, by a server, a set of social history records relating to interactions between multiple users that occurred in an online environment;
instructions for assigning, by the server, weighting factors to each of the set of social history records among the multiple users based on a type of interaction in the corresponding social history record;
instructions for adjusting, by the server, the weighting factors based on an elapsed time from a time of occurrence of each interaction indicated by a timestamp associated with each interaction;
instructions for selecting, by the server, multiple selected users among the multiple users based on a relevancy score of each of the multiple users, wherein the relevancy score is determined using the set of social history records and the weighting factors assigned to the set of social history records;
instructions for assigning, by the server, a rank to each of the multiple selected users based on the relevancy score; and
instructions for presenting, by the server, user data of the multiple selected users to a participating user via a webpage executing on a user device in an order based on the rank assigned to each of the multiple selected users, the webpage including links to initiate further interaction with the multiple selected users in the order based on the rank assigned to each of the multiple selected users.
18. The non-transitory computer-readable storage medium of claim 17 further comprising:
instructions for determining whether the participating user is interested in a selected 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 selected user, sending, by the server, a notification of interest to the selected user.
19. The non-transitory computer-readable storage medium of claim 17 , wherein the instructions for assigning weighting factors include:
assigning a higher weighting factor to a first type of social history record than to a second type of social history record.
20. The non-transitory computer-readable storage medium of claim 17 , wherein the instructions for assigning weighting factors 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.