User-specific and user-activity-based routing within a website

Patent metadata

Field	Value
Publication number	US-9900394-B2
Application number	US-201414465622-A
Country	US
Kind code	B2
Filing date	Aug 21, 2014
Priority date	May 30, 2014
Publication date	Feb 20, 2018
Grant date	Feb 20, 2018

Abstract

When a user of a social network accepts an invitation message to connect with another user of the social network, a system may use a history of user activity to determine where the user is subsequently directed within the social-network website. In particular, based on the history of user activity associated with an in-network page with recommendations for possible connections for the user within the network of users, the system may determine whether or not there have been too many impressions of the in-network page. If not, the system may present the in-network page with a recommendation for a possible in-network connection for the user within the network of users. Then, if the system receives a user selection of the possible in-network connection, the system may provide an invitation message inviting the possible in-network connection to connect with the user by activating a link in the invitation message.

First claim

What is claimed is:

1. A computer-system-implemented method for providing an invitation message, the method comprising:
receiving, from an electronic device operated by a first user, activation of a link in an invitation delivered to the first user, wherein the invitation is an invitation to connect with a second user in a network of users of the computer system;
operating the computer system to:
identify a selected page from among multiple pages to serve to the first user in response to activation of the link, the identifying comprising:
when a history of user activity of the first user during a time interval indicates that presenting an in-network page offering invitations to other users within the network to connect with the first user is not likely to be repetitive with regard to one or more previous presentations of the in-network page to the user, identifying, as the selected page, the in-network page; and
when the history of user activity indicates that presenting the in-network page is likely to be repetitive, executing a supervised-learning model that predicts relevance to the first user of other pages among the multiple pages based on the history of user activity and a profile of the first user, and identifying, as the selected page, an other page predicted to be the most relevant to the first user by the supervised learning model; and

serve the selected page to the electronic device;

receiving from the electronic device selection of an additional person to whom the first user is not connected in the network; and
providing to an electronic device associated with the additional person an additional invitation to join the network, if the additional person is not in the network, or to connect with the first user.

2. The method of claim 1 , wherein the history of user activity of the first user includes at least one of:
a number of views of each of the multiple pages;
a number of user actions with the multiple pages; and
variation in user behavior during the time interval.

3. The method of claim 2 , wherein the method further comprises:
for each of the multiple pages, comparing the number of views of the page to a corresponding view threshold value;
for one or more of the multiple pages, comparing the number of user actions with the one or more pages to a corresponding action threshold value; and
comparing the variation in the behavior of the first user to a behavior threshold value.

4. The method of claim 1 , wherein the multiple pages include an out-of-network page soliciting identification of individuals outside of the network of users to invite to join the network.

5. The method of claim 4 , wherein the multiple pages further include: a home page for the user, and a profile-editing page for the user.

6. The method of claim 4 , wherein, prior to serving the out-of-network page, the method further comprises importing addresses of one or more individuals who communicated with the first user using a communication protocol.

7. The method of claim 6 , wherein the communication protocol includes one of: an email, a Short Message Service message, and a telephone communication protocol.

8. An apparatus, comprising:
one or more processors;
memory; and
a program module, wherein the program module is stored in the memory and, during operation of the apparatus, is executed by the one or more processors to provide an invitation message, the program module including:
instructions for receiving, from an electronic device operated by a first user, activation of a link in an invitation delivered to the first user, wherein the invitation is an invitation to connect with a second user in a network of users of the apparatus;
instructions for identifying a selected page from among multiple pages to serve to the first user in response to activation of the link, the identifying comprising:
when a history of user activity of the first user during a time interval indicates that presenting an in-network page offering invitations to other users within the network to connect with the first user is not likely to be repetitive with regard to one or more previous presentations of the in-network page to the user, identifying, as the selected page, the in-network page; and
when the history of user activity indicates that presenting the in-network page is likely to be repetitive, executing a supervised-learning model that predicts relevance to the first user of other pages among the multiple pages based on the history of user activity and a profile of the first user, and identifying, as the selected page, an other page predicted to be the most relevant to the first user by the supervised learning model;

instructions for serving the selected page to the electronic device;
instructions for receiving from the electronic device selection of an additional person to whom the first user is not connected in the network; and
instructions for providing to an electronic device associated with the additional person an additional invitation to join the network, if the additional person is not in the network, or to connect with the first user.

9. The apparatus of claim 8 , wherein the history of user activity of the first user includes at least one of:
a number of views of each of the multiple pages;
a number of user actions with the multiple pages; and
variation in user behavior during the time interval.

10. The apparatus of claim 9 , wherein the program module further comprises:
for each of the multiple pages, instructions for comparing the number of views of the page to a corresponding view threshold value;
for one or more of the multiple pages, instructions for comparing the number of user actions with the one or more pages to a corresponding action threshold value; and
instructions for comparing the variation in the behavior of the first user to a behavior threshold value.

11. The apparatus of claim 8 , wherein the multiple pages include an out-of-network page soliciting identification of individuals outside of the network of users to invite to join the network.

12. The apparatus of claim 11 , wherein the multiple pages further include: a home page for the user, and a profile-editing page for the user.

13. The apparatus of claim 11 , wherein, prior to the instructions for serving the out-of-network page, the program module further comprises instructions for importing addresses of one or more individuals who communicated with the first user using a communication protocol.

14. The apparatus of claim 13 , wherein the communication protocol includes one of: an email, a Short Message Service message, and a telephone communication protocol.

15. A system, comprising:
an interface module configured to receive, from an electronic device operated by a first user, activation of a link in an invitation delivered to the first user, wherein the invitation is an invitation to connect with a second user in a network of users of the system; and
a processing module, coupled to the interface module, wherein the processing module is configured to:
identify a selected page from among multiple pages to serve to the first user in response to activation of the link, the identifying comprising:
when a history of user activity of the first user during a time interval indicates that presenting an in-network page offering invitations to other users within the network to connect with the first user is not likely to be repetitive with regard to one or more previous presentations of the in-network page to the user, identifying, as the selected page, the in-network page; and
when the history of user activity indicates that presenting the

Assignees

• Linkedin Corp
• Microsoft Technology Licensing Llc

Inventors

• Ji Haifeng
• Lockheimer Erica M
• Rusev Peter B
• Awan Muhammad Aatif
• Zhou Yang
• Wu Lili
• Khadilkar Manas S
• Shah Samir M

Classifications

• H04L67/02

  based on web technology, e.g. hypertext transfer protocol [HTTP] · CPC title

• H04L67/22 Primary

  Electricity · mapped topic

• H04L67/306 Primary

  User profiles · CPC title

• H04L67/535 Primary

  Tracking the activity of the user (network monitoring arrangements H04L43/00; recording of computer activity G06F11/34) · CPC title