Systems and methods to determine reduction of interest in a content series
Systems and methods are provided herein for determining reduction of interest in a content series and to increasing the interest upon such determination. This may be accomplished by a device monitoring consumption of a content series to determine a pattern of consumption. The device may identify a change in the pattern of consumption indicative of a reduction of interest and determine a reason for the reduction in interest. Based on the reason for the reduction of interest, the device may provide an operation, such as a spoiler, to increase interest in the content series.
1. A computer-implemented method for determining interest in a content series, the method comprising using processing circuitry for:
monitoring consumption of the content series, the consumption associated with a profile;
detecting a reduction of interest of the content series based on the monitoring;
identifying a reason for the reduction of interest using a trained machine learning model; and
causing to be performed an operation, at a first device, wherein the operation causes a spoiler to be provided on a display of the first device and the spoiler is selected based on the reason for the reduction of interest.
2. The method of claim 1 , wherein the spoiler comprises a subject matter of the content series.
3. The method of claim 2 , further comprising:
determining that providing the spoiler did not sufficiently increase interest in the content series; and
causing to be provided a second spoiler comprising additional subject matter.
4. The method of claim 3 , wherein each spoiler is assigned a score based on the amount of subject matter included.
5. The method of claim 3 , wherein each spoiler is assigned a score based on the correlation between the subject matter of the spoiler and the identified reason for the reduction of interest.
6. The method of claim 1 , wherein the profile is associated with one or more social networking accounts, and wherein identifying a reason for the reduction of interest is based on the one or more social networking accounts.
7. The method of claim 1 , wherein identifying a reason for the reduction of interest comprises determining information about the content series at a time when the reduction of interest is identified.
8. The method of claim 7 , wherein the information about the content series comprises at least one of a change in plot of the content series, a change in actors of the content series, a change in production of the content series, or a change in schedule of the content series.
9. A system for determining interest in a content series, the system comprising control circuitry configured to:
monitor consumption of the content series, the consumption associated with a profile;
detect a reduction of interest of the content series based on the monitoring;
identify a reason for the reduction of interest using a trained machine learning model; and
cause to be performed an operation, at a first device, wherein the operation causes a spoiler to be provided on a display of the first device and the spoiler is selected based on the reason for the reduction of interest.
10. The system of claim 9 , wherein the spoiler comprises a subject matter of the content series.
11. The system of claim 10 , wherein the control circuitry is further configured to:
determine that providing the spoiler did not sufficiently increase interest in the content series; and
cause to be provided a second spoiler comprising additional subject matter.
12. The system of claim 11 , wherein each spoiler is assigned a score based on the amount of subject matter included.
13. The system of claim 11 , wherein each spoiler is assigned a score based on the correlation between the subject matter of the spoiler and the identified reason for the reduction of interest.
14. The system of claim 9 , wherein the profile is associated with one or more social networking accounts, and wherein identifying a reason for the reduction of interest is based on the one or more social networking accounts.
15. The system of claim 9 , wherein the control circuitry is configured, when identifying a reason for the reduction of interest, to determine information about the content series at a time when the reduction of interest is identified.
16. The system of claim 15 , wherein the information about the content series comprises at least one of a change in plot of the content series, a change in actors of the content series, a change in production of the content series, or a change in schedule of the content series.
17. A non-transitory computer-readable medium having instructions encoded thereon that when executed by control circuitry cause the control circuitry to:
monitor consumption of the content series, the consumption associated with a profile;
detect a reduction of interest of the content series based on the monitoring;
identify a reason for the reduction of interest using a trained machine learning model; and
cause to be performed an operation, at a first device, wherein the operation causes a spoiler to be provided on a display of the first device and the spoiler is selected based on the reason for the reduction of interest.
18. The non-transitory computer-readable medium of claim 17 , wherein the spoiler comprises a subject matter of the content series.
19. The non-transitory computer-readable medium of claim 18 , wherein the instructions further cause the control circuitry to:
determine that providing the spoiler did not sufficiently increase interest in the content series; and
cause to be provided a second spoiler comprising additional subject matter.
20. The non-transitory computer-readable medium of claim 19 , wherein each spoiler is assigned a score based on the amount of subject matter included.