Partitioning links to JSERPs amongst keywords in a manner that maximizes combined weighted gain in a metric associated with events of certain type observed in the on-line social network system with respect to JSERPs represented by keywords
An on-line social network system includes or is in communication with a search engine optimization (SEO) system that is configured to partition a number of available links from authoritative web pages to Job Search Results Rages (JSERPs) in a way that maximizes gain expressed by a predetermined metric, such as, a metric representing a number of certain type of events observed over a period of time or an improvement in respective ranks generated for the JSERPs by a third party search engine.
1. A computer-implemented method comprising:
in an on-line social network system, maintaining job search results web pages (JSERPs), each JSERP from the JSERPs representing a keyword;
maintaining authoritative web pages suitable for including a link to a JSERP from the JSERPs, wherein a number of respective links to JSERPs that can be included into a corresponding authoritative web page being a predetermined number;
using at least one processor coupled to a memory, determining allocation of the predetermined number of links to one or more of the JSERPs;
modifying the authoritative web pages to include links to the one or more of the JSERPs based on the determined allocation of the predetermined number of links to the one or more of the JSERPs; and
causing presentation of a web page from the modified authoritative web pages on a display device of a user,
wherein the determining of the allocation of the predetermined number of links amongst the one or more of the JSERPs comprises:
for each keyword from a set of keywords, represented by a JSERP from the JSERPs, determining a respective weighted gain in a metric associated with events of certain type observed in the on-line social network system subsequent to adding a link to a corresponding JSERP from an authoritative web page from the maintained authoritative web pages in the on-line social network system,
selecting keywords from the set of keywords with the highest respective weighted gains, and
allocating one of the predetermined number of links to respective one or more of the JSERPs representing the selected keywords.
2. The method of claim 1 , wherein the metric represents a number of views in the associated with a JSERP.
3. The method of claim 1 , comprising identifying the predetermined number of links from the authoritative pages based on a number of the authoritative pages.
4. The method of claim 1 , wherein the determining of the allocation of the predetermined number of links comprises:
determining a first metric representing a number of events of certain type observed in the on-line social network system over a first period of time with respect a given JSERP from the JSERPs;
determining a second metric representing a number of events of the certain type observed in the on-line social network system over a further period of time with respect the JSERP subsequent to adding a link to the JSERP from one of the authoritative web page pages and
determining weighted gain for a keyword represented by the given JSERP based on comparing a difference between the first metric and the second metric.
5. The method of claim 1 , wherein the allocation of the predetermined number of links to the one or more of JSERPs comprises allocating zero or one link to any keyword from the keywords represented by the JSERPs.
6. The method of claim 1 , wherein the allocation of the predetermined number of links to the one or more of JSERPs comprises allocating one or more links to a keyword from the keywords represented by the JSERPs.
7. The method of claim 1 , wherein the allocation of the predetermined number of links to the one or more of JSERPs comprises utilizing dynamic programming.
8. A computer-implemented system comprising:
one or more processors; and
a non-transitory computer readable storage medium comprising instructions that when executed by the one or processors cause the one or more processors to perform operations comprising:
in an on-line social network system, maintaining job search results web pages (JSERPs), each JSERP from the JSERPs representing a keyword;
maintaining authoritative web pages suitable for including a link to a JSERP from the JSERPs, wherein a number of respective links to JSERPs that can be included into a corresponding authoritative web page being a predetermined number;
using at least one processor coupled to a memory, determining allocation of the predetermined number of links to one or more of the JSERPs;
modifying the authoritative web pages to include links to the one or more of the JSERPs based on the determined allocation of the predetermined number of links to the one or more of the JSERPs; and
causing presentation of a web page from the modified authoritative web pages on a display device of a user,
wherein the determining of the allocation of the predetermined number of links t-e-amongst the one or more of the JSERPs comprises:
for each keyword from a set of keywords, represented by a JSERP from the JSERPs, determining a respective weighted gain in a metric associated with events of certain type observed in the on-line social network system subsequent to adding a link to a corresponding JSERP from an authoritative web page from the maintained authoritative web pages in the on-line social network system,
selecting keywords from the set of keywords with the highest respective weighted gains, and
allocating one of the predetermined number of links to respective one or more of the JSERPs representing the selected keywords.
9. The system of claim 8 , wherein the metric represents a number of views in the associated with a JSERP.
10. The system of claim 8 , comprising identifying the predetermined number of links from the authoritative pages based on a number of the authoritative pages.
11. The system of claim 8 , wherein the determining of the allocation of the predetermined number of links comprises:
determining a first metric representing a number of events of certain type observed in the on-line social network system over a first period of time with respect a given JSERP from the JSERPs;
determining a second metric representing a number of events of the certain type observed in the on-line social network system over a further period of time with respect the JSERP subsequent to adding a link to the JSERP from one of the authoritative web page pages and
determining weighted gain for a keyword represented by the given JSERP based on comparing a difference between the first metric and the second metric.
12. The system of claim 8 , wherein the allocation of the predetermined number of links to the one or more of JSERPs comprises allocating zero or one link to any keyword from the keywords represented by the JSERPs.
13. The system of claim 8 , wherein the allocation of the predetermined number of links to the one or more of JSERPs comprises allocating one or more links to a keyword from the keywords represented by the JSERPs.
14. A machine-readable non-transitory storage medium having instruction data executable by a machine to cause the machine to perform operations comprising:
in an on-line social network system, maintaining job search results web pages (JSERPs), each JSERP from the JSERPs representing a keyword;
maintaining authoritative web pages suitable for including a link to a JSERP from the JSERPs, wherein a number of respective links to JSERPs that can be included into a corresponding authoritative web page being a predetermined number;
using at least one processor coupled to a memory, determining allocation of the predetermined number of links to one or more of the JSERPs;
modifying the authoritative web pages to include links to the one or more of the JSERPs based on the determined allocation of the predetermined number of links to the one or more of the JSERPs; and
causing presentation of a web page from the modified authoritative web pages on a display device of a user,
wherein the determining of the allocation of the predetermined number of links amongst the one or more of the JSERPs comprises:
for each keyword from a set of keywords, represented by a JSERP from the JSERPs, determining a respective weighted gain in a metric associated with events of certain type observed in the on-line social network system subsequent to adding a link to a corresponding JSERP from an authoritative web page from the maintained authoritative web pages in the on-line social network system,
selecting keywords from the set of keywords with the highest respective weighted gains, and
allocating one of the predetermined number of links to respective one or more of the JSERPs representing the selected keywords.