Predictive analysis of gameplay trajectories
Systems and methods are provided for monitoring gameplay trajectories for stopping points and applying a time-based setting. The gameplay trajectories may be based on patterns within real-time gameplay data. The server may predict one or more stopping periods within a gameplay session based on a comparison of the gameplay trajectory data to the time-based setting. Then, the setting may be applied to generate options for transitioning out of the gameplay session at a next predicted timing point.
1. A method for providing gameplay transitions, the method comprising:
storing information in memory regarding a setting preference for a player account,
wherein the setting preference includes one or more time-based restrictions on gameplay;
tracking real-time gameplay data associated with a gameplay session of an interactive content title by the player account;
identifying a current trajectory of gameplay based on one or more patterns within the tracked real-time gameplay data;
predicting one or more gameplay end points of time based on the identified current trajectory;
generating a notification based on one of the time-based restrictions and the predicted gameplay end points of time, wherein the notification includes one or more selectable options for transitioning out of the gameplay session; and
transmitting the notification over a communication network to a user device associated with a supervisory account, wherein the user device executes a selected one of the options for transitioning out of the gameplay session.
2. The method of claim 1 , wherein the time-based restrictions are associated with different predetermined amounts of transition time.
3. The method of claim 2 , further comprising providing an option in the notification to receive a new transition time or an adjustment to one of the predetermined transition times.
4. The method of claim 1 , further comprising providing an option in the notification to relay a customized message to a user device associated with the player account.
5. The method of claim 1 , further comprising transmitting another notification to a user device associated with the player account when the user device embarks on a new level that is predicted to end past a time limit of the one time-based restriction.
6. The method of claim 1 , further comprising predicting the gameplay end points of time is based on a comparison of the real-time gameplay data to historical gameplay data.
7. The method of claim 1 , further comprising applying the setting preference at the predicted gameplay end points of time in the gameplay session, wherein applying the setting preference includes executing a control action associated with the setting preference.
8. A system for providing gameplay transitions, the system comprising:
memory that stores information regarding a setting preference for a player account,
wherein the setting preference includes one or more time-based restrictions on gameplay;
a processor that executes instructions stored in the memory, wherein the processor executes the instructions to:
track real-time gameplay data associated with a gameplay session of an interactive content title by the player account;
identify a current trajectory of gameplay based on one or more patterns within the tracked real-time gameplay data;
predict one or more gameplay end points of time based on the identified current trajectory; and
generate a notification based on one of the time-based restrictions and the predicted gameplay end points of time, wherein the notification includes one or more selectable options for transitioning out of the gameplay session; and
a communication interface that communicates over a communication network to transmit a notification to a user device associated with a supervisory account, wherein the user device executes a selected one of the options for transitioning out of the gameplay session.
9. The system of claim 8 , wherein the time-based restrictions are associated with different predetermined amounts of transition time.
10. The system of claim 9 , wherein the processor executes further instructions to provide an option in the notification to receive a new transition time or an adjustment to one of the predetermined transition times.
11. The system of claim 8 , wherein the processor executes further instructions to provide an option in the notification to relay a customized message to a user device associated with the player account.
12. The system of claim 8 , wherein the communication interface further transmit another notification to a user device associated with the player account when the user device embarks on a new level that is predicted to end past a time limit of the one time-based restriction.
13. The system of claim 8 , wherein the processor executes further instructions to predict the gameplay end points of time based on a comparison of the real-time gameplay data to historical gameplay data.
14. The system of claim 8 , wherein the processor executes further instructions to apply the setting preference at the predicted gameplay end points of time in the gameplay session, wherein applying the setting preference includes executing a control action associated with the setting preference.
15. A non-transitory, computer readable storage medium having embodied thereon instructions executable by a computing system to perform a method for providing gameplay transitions, the method comprising:
storing information in memory regarding a setting preference for a player account,
wherein the setting preference includes one or more time-based restrictions on gameplay;
tracking real-time gameplay data associated with a gameplay session of an interactive content title by the player account;
identifying a current trajectory of gameplay based on one or more patterns within the tracked real-time gameplay data;
predicting one or more gameplay end points of time based on the identified current trajectory;
generating a notification based on one of the time-based restrictions and the predicted gameplay end points of time, wherein the notification includes one or more selectable options for transitioning out of the gameplay session; and
transmitting the notification over a communication network to a user device associated with a supervisory account, wherein the user device executes a selected one of the options for transitioning out of the gameplay session.
16. The non-transitory, computer readable storage medium of claim 15 , wherein the time-based restrictions are associated with different predetermined amounts of transition time.
17. The non-transitory, computer readable storage medium of claim 16 , further comprising instructions executable to provide an option in the notification to receive a new transition time or an adjustment to one of the predetermined transition times.
18. The non-transitory, computer readable storage medium of claim 15 , further comprising instructions executable to provide an option in the notification to relay a customized message to a user device associated with the player account.
19. The non-transitory, computer readable storage medium of claim 15 , further comprising instructions executable to transmit a notification to a user device associated with the player account when the user device embarks on a new level that is predicted to end past a time limit of the one of the time-based restrictions.
20. The non-transitory, computer readable storage medium of claim 15 , further comprising instructions executable to predict the predicted gameplay end points of time based on a comparison of the real-time gameplay data to historical gameplay data.