Video creation at scale
In one embodiment, a method includes identifying a particular item of interest of a user; determining a grouping of a number of items that are similar to the particular item; automatically creating a new video by combining the particular item and the respective number of grouped items that are similar to the particular item in accordance with a video-creation template; and providing the created video for display on a client device of the user.
1. A method comprising:
by one or more computing devices, identifying a particular item of interest of a user;
by the one or more computing devices, determining a grouping of a number of items that are similar to the particular item;
by the one or more computing devices, automatically creating a new video by combining (1) the particular item and (2) the respective number of grouped items that are similar to the particular item in accordance with a video-creation template; and
by the one or more computing devices, providing the created video for display on a client device of the user.
2. The method of claim 1 , wherein the particular item of interest is identified from a plurality of items from a third-party computing system based on a value of a ranking model for the particular item of interest being higher than a pre-determined threshold value.
3. The method of claim 1 , wherein the video-creation template is defined by an advertiser associated with a third-party computing system.
4. The method of claim 1 , wherein the items that are similar to the particular item and the particular item of interest are from a same manufacturer.
5. The method of claim 1 , wherein the items that are similar to the particular item and the particular item of interest share a common style but a different color.
6. The method of claim 1 , wherein the video-creation template comprises a format type of the new video, a uniform resource locator (URL) associated with the identified item, a type of transition between images, one or more calls-to-action (CTA) buttons, a type of font, one or more logos, or background color.
7. The method of claim 1 , further comprising updating the video in response to receiving updated information of the particular item of interest.
8. The method of claim 1 , further comprising storing the created video in a data store of a social-networking system.
9. The method of claim 1 , wherein determining the grouping of the number of items that are similar to the particular item is based on a similarity ranking.
10. The method of claim 1 , wherein the particular item of interest is identified based on an affinity level of the user for the particular item.
11. The method of claim 1 , wherein the particular item of interest is identified based on historical patterns of the user with respect to previous presentations of the particular item.
12. The method of claim 1 , wherein the particular item of interest is identified based on one or more social-graph connections of the user purchasing a similar item as the particular item.
13. One or more computer-readable non-transitory storage media embodying software that is operable when executed to:
identify a particular item of interest of a user;
determine a grouping of a number of items that are similar to the particular item;
automatically create a new video by combining (1) the particular item and (2) the respective number of grouped items that are similar to the particular item in accordance with a video-creation template; and
provide the created video for display on a client device of the user.
14. The media of claim 13 , wherein the particular item of interest is identified from a plurality of items from a third-party computing system based on a value of a ranking model for the particular item of interest being higher than a pre-determined threshold value.
15. The media of claim 13 , wherein the video-creation template is defined by an advertiser associated with a third-party computing system.
16. The media of claim 13 , wherein the items that are similar to the particular item and the particular item of interest share a common style but a different color.
17. A system comprising:
one or more processors; and
a memory coupled to the processors comprising instructions executable by the processors, the processors being operable when executing the instructions to:
identify a particular item of interest of a user;
determine a grouping of a number of items that are similar to the particular item;
automatically create a new video by combining (1) the particular item and (2) the respective number of grouped items that are similar to the particular item in accordance with a video-creation template; and
provide the created video for display on a client device of the user.
18. The system of claim 17 , wherein the particular item of interest is identified from a plurality of items from a third-party computing system based on a value of a ranking model for the particular item of interest being higher than a pre-determined threshold value.
19. The system of claim 17 , wherein the video-creation template is defined by an advertiser associated with a third-party computing system.
20. The system of claim 17 , wherein the items that are similar to the particular item and the particular item of interest share a common style but a different color.