Method of determining and transmitting potentially viral media items based on the velocity measure of another media item exceeding a velocity threshold set for that type of media item
Systems and techniques are disclosed for publishing related media content based on the velocity measure for media content. The velocity measure for the media content may be determined based on a change in engagement rate such as a change in rate of sharing the media content via social media. The related media content may be published on a media outlet such as a website, blog, and/or an aggregation page and the publication may provide more exposure to the media content.
1. A method comprising:
determining, at a server, a velocity measure for a first media content based on a determined change in an engagement rate for the first media content, wherein the engagement rate of the velocity measure is weighted based on an attribute of the first media content;
determining, at the server, that the velocity measure for the first media content exceeds a velocity threshold that is dynamically determined based on a type of the first media content, wherein different types of media content have different velocity thresholds; and
transmitting, by the server, a second media content that is selected from a plurality of scanned media sources, wherein the second media content is selected based on the first media content and based on the determining that the velocity measure for the first media content exceeds the velocity threshold.
2. The method of claim 1 , wherein the transmitting comprises:
publishing the second media content on a media outlet.
3. The method of claim 2 , wherein the media outlet is selected from the group consisting of:
a website, a blog, an aggregation page, and an application.
4. The method of claim 1 , further comprising:
scanning the first media source; and retrieving one or more links to media content.
5. The method of claim 1 , further comprising:
identifying the first media content based on at least one discovery criteria; and
storing the first media content.
6. The method of claim 1 , further comprising:
identifying the first media content by determining that a link to the first media content is present in at least a threshold number of media sources.
7. The method of claim 1 , further comprising:
identifying the first media content by determining that a link to the first media content has been engaged a threshold number of times.
8. The method of claim 7 , wherein determining that a link to the first media content has been engaged a threshold number of times comprises storing the number of times a media item has been engaged.
9. The method of claim 1 , wherein determining a change in engagement rate for the first media content comprises:
determining a first engagement rate based on a first number of engagements per first unit time;
determining a second engagement rate based on a second number of engagements per second unit time; and
determining the change in engagement rate based on the first engagement rate and the second engagement rate.
10. The method of claim 9 , wherein determining the velocity measure comprises:
assigning a first weight to the first engagement rate;
determining a weighted change in engagement rate based on the weighted first engagement rate and the second engagement rate; and
determining the velocity measure based on the weighted change in engagement rate.
11. The method of claim 10 , wherein the first weight is based on the recency of the first engagement rate.
12. The method of claim 10 , wherein the first weight is based on a type of the first engagement rate.
13. The method of claim 12 , wherein the type of the first engagement rate is selected from the group consisting of: a click, a share, a like, a suggestion, a post, a mention, a source user, a destination user, a source site, and a destination site.
14. The method of claim 10 , wherein the first weight is based on a type of media.
15. The method of claim 14 , wherein the type of media is selected from the group consisting of: an image, a video, an audio, a graphics interchange format, and a text string.
16. The method of claim 9 , further comprising:
assigning a first weight to the first engagement rate and a second weight to the second engagement rate;
determining a weighted change in engagement rate based on the weighted first engagement rate and the weighted second engagement rate; and
determining the velocity measure based on the weighted change in engagement rate.
17. The method of claim 1 , wherein the velocity measure is based on normalizing the change in the engagement rate.
18. The method of claim 1 , wherein the velocity threshold is provided by a user.
19. The method of claim 1 , wherein the velocity threshold is dynamically determined based on an advertising campaign.
20. The method of claim 1 , wherein the velocity threshold is dynamically determined based on a velocity measure corresponding to at least a third media content.
21. The method of claim 1 , wherein the second media content is a derivative of the first media content.
22. The method of claim 1 , wherein the second media content contains a link to the first media content.
23. The method of claim 22 , wherein the link is a uniform resource locator.