Method for ranking social and search web traffic with virality scores
In one embodiment, for each one of a plurality of web pages, a number of instances of page events for the one of the plurality of web pages and a number of instances of a particular subset of the page events for the one of the plurality of web pages may be ascertained and based upon the number of instances of page events for the one of the plurality of web pages and the number of instances of the particular subset of the page events for the one of the plurality of web pages, a virality score for the one of the plurality of web pages may be determined. The virality score may be determined independent from numbers of instances of page events associated with other web pages. The plurality of web pages may be ranked based upon the virality scores associated with the plurality of web pages.
1. A method, comprising:
for each one of a plurality of web pages:
ascertaining, from a log of page events for the plurality of web pages, a number of instances that the one of the plurality of web pages was accessed;
ascertaining, from the log of page events for the plurality of web pages, a number of instances of a particular subset of the instances that the one of the plurality of web pages was accessed, the particular subset of the instances that the one of the plurality of pages was accessed corresponding to a particular type of traffic referred to the one of the plurality of web pages, the particular type of traffic originating from a set of web sites corresponding to the particular type of traffic, the particular type of traffic being one of two or more types of traffic, each of the types of traffic originating from a different set of web sites; and
determining, based upon the number of instances that the one of the plurality of web pages was accessed and the number of instances of the particular subset of the instances that the one of the plurality of web pages was accessed, a virality score indicating a popularity of the particular type of traffic for the one of the plurality of web pages, wherein the virality score is determined independent from numbers of instances that other web pages have been accessed; and
ranking the plurality of web pages based upon the virality scores associated with the plurality of web pages.
2. The method as recited in claim 1 , wherein determining the virality score comprises:
calculating the virality score according to the equation log_10(((|x| 2 )/|y|)+1),
wherein y=the number of instances that the particular one of the plurality of web pages has been accessed,
x=the number of instances of the particular subset of the instances that the one of the plurality of web pages was accessed.
3. The method as recited in claim 1 , further comprising:
receiving a Hypertext Transfer Protocol (HTTP) request requesting access to the one of the plurality of web pages;
ascertaining a type of traffic based upon a referrer field of the HTTP request; and
recording, in the log of page events, an instance of the ascertained type of traffic for the one of the plurality of web pages.
4. The method as recited in claim 1 , wherein 1) the particular type of traffic is social traffic and the set of web sites consists of social web sites or 2) the particular type of traffic is search traffic and the set of web sites consists of search web sites.
5. The method as recited in claim 1 , further comprising:
identifying one or more top ranked web pages from the ranked plurality of web pages; and
providing a list of the identified top ranked web pages.
6. The method as recited in claim 5 , further comprising:
presenting content via the identified top ranked web pages.
7. The method as recited in claim 1 , wherein the plurality of web pages are accessible via a web portal, and wherein the plurality of web pages correspond to a single one of a plurality of web properties accessible via the web portal.
8. The method as recited in claim 1 , wherein determining the virality score comprises calculating a logarithm of an operand, the operand being calculated based upon the number of instances that the one of the plurality of web pages was accessed and the number of instances of the particular subset of the instances that the one of the plurality of web pages was accessed.
9. The method as recited in claim 6 , further comprising:
selecting the content based, at least in part, on the particular type of traffic.
10. The method as recited in claim 4 , the two or more types of traffic including social traffic and search traffic.
11. The method as recited in claim 1 , the number of instances that the one of the plurality of web pages was accessed corresponding to the two or more types of traffic.
12. A system, comprising:
a processor; and
a memory, at least one of the processor or the memory being configured to:
for each one of a plurality of web pages:
ascertain, from a log of page events for the plurality of web pages, a number of instances that the one of the plurality of web pages was accessed;
ascertain, from the log of page events for the plurality of web pages, a number of instances of a particular subset of the instances that the one of the plurality of web pages was accessed, the particular subset of the instances that the one of the plurality of pages was accessed corresponding to a particular type of traffic referred to the one of the plurality of web pages, the particular type of traffic originating from a set of web sites corresponding to the particular type of traffic, the particular type of traffic being one of two or more types of traffic, each of the types of traffic originating from a different set of web sites; and
determine, based upon the number of instances that the one of the plurality of web pages was accessed and the number of instances of the particular subset of the instances that the one of the plurality of web pages was accessed, a virality score indicating a popularity of the particular type of traffic for the one of the plurality of web pages, wherein the virality score is determined independent from numbers of instances that other web pages have been accessed; and
rank the plurality of web pages based upon the virality scores associated with the plurality of web pages.
13. The system as recited in claim 12 , wherein determining the virality score comprises:
calculating the virality score according to the equation log_10(((|x| 2 )/|y|)+1),
wherein y=the number of instances that the particular one of the plurality of web pages was accessed,
x=the number of instances of the particular subset of the instances that the one of the plurality of web pages was accessed.
14. The system as recited in claim 12 , at least one of the processor or the memory being configured to:
receive a Hypertext Transfer Protocol (HTTP) request requesting access to the one of the plurality of web pages;
ascertain a type of traffic based upon a referrer field of the HTTP request; and
record, in the log of page events, an instance of the ascertained type of traffic for the one of the plurality of web pages.
15. The system as recited in claim 12 , wherein the particular type of traffic includes 1) social traffic and the set of web sites consists of social web sites or 2) search traffic and the set of web sites consists of search web sites.
16. The system as recited in claim 12 , at least one of the processor or the memory being configured to:
identify one or more top ranked web pages from the ranked plurality of web pages; and
provide a list of the identified top ranked web pages.
17. The system as recited in claim 12 , wherein the plurality of web pages are accessible via a web portal, and wherein the plurality of web pages correspond to a single one of a plurality of web properties accessible via the web portal.
18. A non-transitory computer-readable storage medium storing thereon computer-readable instructions for performing operations, comprising:
for each one of a plurality of web pages:
ascertaining, from a log of page events for the plurality of web pages, a number of instances that the one of the plurality of web pages was accessed;
ascertaining, from the log of page events for the plurality of web pages, a number of instances of a particular subset of the instances that the one of the plurality of web pages was accessed, the particular subset of the instances that the one of the plurality of pages was accessed corresponding to a particular type of traffic referred to the one of the plurality of web pages, the particular type of traffic originating from a set of web sites corresponding to the particular type of traffic, the particular type of traffic being one of two or more types of traffic, each of the types of traffic originating from a different set of web sites; and
determining, based upon the number of instances that the one of the plurality of web pages was accessed and the number of instances of the particular subset of the instances that the one of the plurality of web pages was accessed, a virality score indicating a popularity of the particular type of traffic for the one of the plurality of web pages, wherein the virality score is determined independent from numbers of instances that other web pages have been accessed; and
ranking the plurality of web pages based upon the virality scores associated with the plurality of web pages.
19. The non-transitory computer-readable storage medium as recited in claim 18 , wherein determining the virality score comprises:
calculating the virality score according to the equation log_10(((|x| 2 )/|y|)+1),
wherein y=the number of instances that the particular one of the plurality of web pages was accessed,
x=the number of instances of the particular subset of the instances that the one of the plurality of web pages was accessed.
20. The non-transitory computer-readable storage medium as recited in claim 18 , further comprising:
identifying one or more top ranked web pages from the ranked plurality of web pages; and
providing a list of the identified top ranked web pages.
21. The non-transitory computer-readable storage medium as recited in claim 18 , wherein the plurality of web pages are accessible via a web portal, and wherein the plurality of web pages correspond to a single one of a plurality of web properties accessible via the web portal.
22. The non-transitory computer-readable storage medium as recited in claim 18 , further comprising:
receiving a Hypertext Transfer Protocol (HTTP) request requesting access to the one of the plurality of web pages;
ascertaining a type of traffic based upon a referrer field of the HTTP request; and
recording, in the log of page events, an instance of the ascertained type of traffic for the one of the plurality of web pages.