Systems and methods for providing binge-watching pause position recommendations
Systems and methods are provided herein for recommending a pause position during a binge-watching session. A series containing multiple sequential episodes is provided to a user device. Then it is determined whether the user is engaged in binge-watching the series. If the user is binge-watching the series, a binge compulsion score is determined for each episode of the plurality of sequential episodes, where the binge compulsion score is based on how many additional sequential episodes an average user has watched after watching that episode. Then, in response to determining that the binge compulsion score of the next episode corresponds to a threshold, a prompt is generated for display, where the prompt includes a recommendation to the user to pause the series before the next episode begins.
1. A method comprising:
accessing a database comprising compulsion scores for a plurality of series, each series comprising a plurality of episodes;
determining that the database does not include a compulsion score for an episode of a first series of the plurality of series;
determining that the database includes compulsion scores for episodes of a second series of the plurality of series;
determining a binge compulsion score of the episode of the first series by:
retrieving metadata of the episode of the first series;
retrieving metadata of a an episode of the second series, wherein the episode of the second series comprises a binge compulsion score;
determining a likeness score by comparing the metadata of the episode of the first series to the metadata of the episode of the second series;
based on determining that the likeness score exceeds a likeness threshold:
retrieving the binge compulsion score of the episode of the second series from the database; and
determining the binge compulsion score of the episode of the first series based on the binge compulsion score of the episode of the second series;
receiving a request to consume the episode of the first series; and
based on the request and the determined binge compulsion score of the episode of the first series, displaying a notification related to the binge consumption score of the episode of the first series.
2. The method of claim 1 , wherein the binge compulsion score of the episode of the first series is further based on the likeness score.
3. The method of claim 1 , wherein the metadata of the episode of the first series comprises at least one of a genre identifier, an actor identifier, or a director identifier.
4. The method of claim 3 , wherein the likeness score is based on at least one of a matching genre identifier, a matching actor identifier, or a matching director identifier.
5. The method of claim 1 , further comprising:
retrieving metadata of a further episode of the second series, wherein the further episode comprises a binge compulsion score;
wherein the binge compulsion score of the episode of the first series is further determined based on the binge compulsion score of the further episode of the second series.
6. The method of claim 1 , further comprising:
retrieving metadata of a further episode of the second series, wherein the further episode comprises a binge compulsion score;
wherein the likeness score is further determined based on the metadata of the further episode of the second series.
7. The method of claim 1 , wherein the episode of the second series one of a plurality of episodes of the second series, the method further comprising:
retrieving metadata of the plurality of episodes of the second series, wherein each episode of the plurality of episodes of the second series comprises a respective binge compulsion score;
wherein the binge compulsion score of the episode of the first series is further determined based on one or more of the respective binge compulsion scores of the plurality of episodes of the second series.
8. The method of claim 7 , wherein the binge compulsion score of the episode of the first series is an average of the respective binge compulsion scores of the plurality of episodes of the second series.
9. The method of claim 1 , wherein the episode of the second series is one of a plurality of episodes of the second series, the method further comprising:
retrieving metadata of the plurality of episodes of the second series, wherein each episode of the plurality of episodes of the second series comprises a respective binge compulsion score;
wherein the likeness score is further determined based on the metadata of the plurality of episodes of the second series.
10. The method of claim 1 , wherein the episode of the first series one of a plurality of episodes of the first series, the method further comprising:
retrieving metadata of the plurality of episodes of the first series;
wherein the likeness score is further determined based on the metadata of the plurality of episodes of the first series.
11. A system comprising:
control circuitry configured to:
access a database comprising compulsion scores for a plurality of series, each series comprising a plurality of episodes;
determine that the database does not include a compulsion score for an episode of a first series of the plurality of series;
determine that the database includes compulsion scores for episodes of a second series of the plurality of series;
retrieve metadata of the episode of the first series;
retrieve metadata of an episode of the second series, wherein the episode of the second series comprises a binge compulsion score;
determine a likeness score by comparing the metadata of the episode of the first series to the metadata of the episode of the second series;
based on determining that the likeness score exceeds a likeness threshold:
retrieve the binge compulsion score of the episode of the second series; and
determine a binge compulsion score of the episode of the first series based on the binge compulsion score of the episode of the second series.
12. The system of claim 11 , wherein the binge compulsion score of the episode of the first series is further based on the likeness score.
13. The system of claim 11 , wherein the metadata of the episode of the first series comprises at least one of a genre identifier, an actor identifier, or a director identifier.
14. The system of claim 13 , wherein the likeness score is based on at least one of a matching genre identifier, a matching actor identifier, or a matching director identifier.
15. The system of claim 11 , wherein the control circuitry is further configured to:
retrieve metadata of a further episode of the second series, wherein the further episode comprises a binge compulsion score;
wherein the binge compulsion score of the episode of the first series is further determined based on the binge compulsion score of the further episode of the second series.
16. The system of claim 11 , wherein the control circuitry is further configured to:
retrieve metadata of a further episode of the second series, wherein the further episode comprises a binge compulsion score;
wherein the likeness score is further determined based on the metadata of the further episode of the second series.
17. The system of claim 11 , wherein the episode of the second series one of a plurality of episodes of the second series, and wherein the control circuitry is further configured to:
retrieve metadata of the plurality of episodes of the second series, wherein each episode of the plurality of episodes of the second series comprises a respective binge compulsion score;
wherein the binge compulsion score of the episode of the first series is further determined based on one or more of the respective binge compulsion scores of the plurality of episodes of the second series.
18. The system of claim 17 , wherein the binge compulsion score of the episode of the first series is an average of the respective binge compulsion scores of the plurality of episodes of the second series.
19. The system of claim 11 , wherein the episode of the second series one of a plurality of episodes of the second series, and wherein the control circuitry is further configured to:
retrieve metadata of the plurality of episodes of the second series, wherein each episode of the plurality of episodes of the second series comprises a respective binge compulsion score;
wherein the likeness score is further determined based on the metadata of the plurality of episodes of the second series.
20. The system of claim 11 , wherein the episode of the first series one of a plurality of episodes of the first series, and wherein the control circuitry is further configured to:
retrieve metadata of the plurality of episodes of the first series;
wherein the likeness score is further determined based on the metadata of the plurality of episodes of the first series.