Systems and methods for providing recommendations based on short-media viewing profile and long-media viewing profile
Systems and methods are provided herein for providing recommendations to a user. A short-media viewing profile may be maintained for the user. The short-media viewing profile may be based on user's behavior while watching short-length media content. A long-media viewing profile may be maintained for the user. The long-media viewing profile may be based on user's behavior while watching long-length media content. In response to determining that the user is currently engaged in viewing short-length media content, a recommendation is provided to the user based on the short-media viewing profile. In response to determining that the user is currently engaged in viewing long-length media content, a recommendation is provided to the user based on the long-media viewing profile.
1. A method comprising:
maintaining a first data structure, wherein the first data structure comprises popularity data collected based on user input data from a plurality of devices;
receiving user inputs requesting consumption of long-length content items from a device associated with a user profile;
updating a second data structure to store user profile-specific metadata associated with the user profile based on the received user inputs requesting consumption of long-length content items;
transmitting instructions to the device to cause the device to display on a user interface a plurality of identifiers for a plurality of recommended long-length content items, wherein the plurality of recommended long-length content items are selected based on the user profile-specific metadata in the second data structure;
receiving a user input requesting consumption of at least one short-length content item from the device associated with the user profile; and
in response to the receiving the user input requesting consumption of the at least one short-length content item:
playing the at least one short-length content item; and
based on determining that the device is playing short-length content items, transmitting instructions to the device to adjust the display of the user interface to:
display at least one identifier for at least one recommended short-length content item, wherein the at least one recommended short-length content item is presented based on the popularity data of the first data structure; and
cease the display of the plurality of identifiers for the plurality of recommended long-length content items.
2. The method of claim 1 , further comprising:
transmitting instructions to the device to cause the device to display on the user interface a plurality of identifiers for a plurality of recommended short-length content items, wherein the plurality of recommended short-length content items are selected based on the popularity data of the first data structure.
3. The method of claim 1 , wherein the user profile-specific metadata in the second data structure indicates user preferences associated with a plurality of long-length content items, the method further comprising:
causing the device to display on the user interface the plurality of identifiers for the plurality of recommended long-length content items as a list; and
sorting the list of identifiers based on the user preferences associated with the plurality of long-length content items.
4. The method of claim 1 , wherein:
each of the plurality of recommended long-length content items corresponds to a respective full-length TV sport content item; and
the at least one recommended short-length content item corresponds to a video clip.
5. The method of claim 1 , wherein the user profile-specific metadata further comprises user metadata retrieved from a third-party.
6. The method of claim 2 , wherein the instructions to the device to cause the device to display on the user interface the plurality of identifiers for the plurality of recommended short-length content items further comprise:
instructions to display the plurality of identifiers for the plurality of recommended short-length content items above the plurality of identifiers for the plurality of recommended long-length content items.
7. The method of claim 2 , further comprising:
receiving a user input requesting consumption of at least one long-length content item from the device associated with the user profile; and
in response to the receiving the user input requesting consumption of the at least one long-length content item:
playing the at least one long-length content item; and
based on determining that the device is playing long-length content items, transmitting instructions to the device to adjust the display of the user interface to:
display at least one identifier for at least one recommended long-length content item, wherein the at least one recommended long-length content item is presented based on the user profile-specific metadata in the second data structure; and
cease the display of the plurality of identifiers for the plurality of recommended short-length content items.
8. The method of claim 2 , further comprising:
causing the device to display on the user interface the plurality of identifiers for the plurality of recommended short-length content items as a list; and
sorting the list of identifiers based on the popularity data of the first data structure.
9. A system comprising:
control circuitry configured to:
maintain a first data structure, wherein the first data structure comprises popularity data collected based on user input data from a plurality of devices; and
input/output circuitry configured to:
receive user inputs requesting consumption of long-length content items from a device associated with a user profile;
wherein the control circuitry is further configured to:
update a second data structure to store user profile-specific metadata associated with the user profile based on the received user inputs requesting consumption of long-length content items;
transmit instructions to the device to cause the device to display on a user interface a plurality of identifiers for a plurality of recommended long-length content items, wherein the plurality of recommended long-length content items are selected based on the user profile-specific metadata in the second data structure;
wherein the input/output circuitry is further configured to:
receive a user input requesting consumption of at least one short-length content item from the device associated with the user profile;
wherein the control circuitry is further configured to:
in response to the receiving the user input requesting consumption of the at least one short-length content item;
play the at least one short-length content item; and
based on determining that the device is playing short-length content items, transmit instructions to the device to adjust the display of the user interface to:
display at least one identifier for at least one recommended short-length content item, wherein the at least one recommended short-length content item is presented based on the popularity data of the first data structure; and
cease the display of the plurality of identifiers for the plurality of recommended long-length content items.
10. The system of claim 9 , wherein the control circuitry is further configured to:
transmit instructions to the device to cause the device to display on the user interface a plurality of identifiers for a plurality of recommended short-length content items, wherein the plurality of recommended short-length content items are selected based on the popularity data of the first data structure.
11. The system of claim 9 , wherein the user profile-specific metadata in the second data structure indicates user preferences associated with a plurality of long-length content items, and wherein the control circuitry is further configured to:
cause the device to display on the user interface the plurality of identifiers for the plurality of recommended long-length content items as a list; and
sort the list of identifiers based on the user preferences associated with the plurality of long-length content items.
12. The system of claim 9 , wherein:
each of the plurality of recommended long-length content items corresponds to a respective full-length TV sport content item; and
the at least one recommended short-length content item corresponds to a video clip.
13. The system of claim 9 , wherein the user profile-specific metadata further comprises user metadata retrieved from a third-party.
14. The system of claim 10 , wherein the instructions to the device to cause the device to display on the user interface the plurality of identifiers for the plurality of recommended short-length content items further comprise:
instructions to display the plurality of identifiers for the plurality of recommended short-length content items above the plurality of identifiers for the plurality of recommended long-length content items.
15. The system of claim 10 , wherein:
the input/output circuitry is further configured to:
receive a user input requesting consumption of at least one long-length content item from the device associated with the user profile; and
the control circuitry is further configured to:
in response to the receiving the user input requesting consumption of the at least one long-length content item:
play the at least one long-length content item; and
based on determining that the device is playing long-length content items, transmit instructions to the device to adjust the display of the user interface to:
display at least one identifier for at least one recommended long-length content item, wherein the at least one recommended long-length content item is presented based on the user profile-specific metadata in the second data structure; and
cease the display of the plurality of identifiers for the plurality of recommended short-length content items.
16. The system of claim 10 , wherein the control circuitry is further configured to:
cause the device to display on the user interface the plurality of identifiers for the plurality of recommended short-length content items as a list; and
sort the list of identifiers based on the popularity data of the first data structure.
17. A non-transitory computer readable medium comprising:
instructions that when executed by control circuitry cause the control circuitry to:
maintain a first data structure, wherein the first data structure comprises popularity data collected based on user input data from a plurality of devices; and
instructions that when executed by the control circuitry cause input/output circuitry to:
receive user inputs requesting consumption of long-length content items from a device associated with a user profile;
wherein the instructions executed by the control circuitry further cause the control circuitry to:
update a second data structure to store user profile-specific metadata associated with the user profile based on the received user inputs requesting consumption of long-length content items; and
transmit instructions to the device to cause the device to display on a user interface a plurality of identifiers for a plurality of recommended long-length content items, wherein the plurality of recommended long-length content items are selected based on the user profile-specific metadata in the second data structure;
wherein the instructions executed by the control circuitry further cause the input/output circuitry to:
receive a user input requesting consumption of at least one short-length content item from the device associated with the user profile;
wherein the instructions executed by the control circuitry further cause the control circuitry to:
in response to the receiving the user input requesting consumption of the at least one short-length content item:
play the at least one short-length content item; and
based on determining that the device is playing short-length content items, transmit instructions to the device to adjust the display of the user interface to:
display at least one identifier for at least one recommended short-length content item, wherein the at least one recommended short-length content item is presented based on the popularity data of the first data structure; and
cease the display of the plurality of identifiers for the plurality of recommended long-length content items.
18. The non-transitory computer readable medium of claim 17 , further comprising instructions that when executed by the control circuitry cause the control circuitry to:
transmit instructions to the device to cause the device to display on the user interface a plurality of identifiers for a plurality of recommended short-length content items, wherein the plurality of recommended short-length content items are selected based on the popularity data of the first data structure.
19. The non-transitory computer readable medium of claim 18 , wherein the instructions to the device to cause the device to display on the user interface the plurality of identifiers for the plurality of recommended short-length content items further comprise:
instructions to display the plurality of identifiers for the plurality of recommended short-length content items above the plurality of identifiers for the plurality of recommended long-length content items.
20. The non-transitory computer readable medium of claim 18 , further comprising:
instructions that when executed by control circuitry cause the input/output circuitry to:
receive a user input requesting consumption of at least one long-length content item from the device associated with the user profile; and
instructions that when executed by the control circuitry cause the control circuitry to:
in response to the receiving the user input requesting consumption of the at least one long-length content item:
play the at least one long-length content item; and
based on determining that the device is playing long-length content items, transmit instructions to the device to adjust the display of the user interface to:
display at least one identifier for at least one recommended long-length content item, wherein the at least one recommended long-length content item is presented based on the user profile-specific metadata in the second data structure; and
cease the display of the plurality of identifiers for the plurality of recommended short-length content items.