Data processing systems and methods for generating interactive user interfaces and interactive game systems based on spatiotemporal analysis of video content
In various embodiments, a Data Processing System for Generating Interactive User Interfaces and Interactive Game Systems Based on Spatiotemporal Analysis of Video Content may be configured to: (1) enable a user to select one or more players participating in a substantially live (e.g., live) sporting or other event; (2) determine scoring data for each of the one or more selected players during the sporting or other event; (3) track the determined scoring data; (4) generate a custom (e.g., to the user) user interface that includes the scoring data; and (5) display the custom user interface over at least a portion of a display screen (e.g., on a mobile computing device) displaying one or more video feeds of the sporting or other event. In this way, the system may be configured to convert a video feed of a sporting event into an interactive game.
1. A method comprising:
determining, by one or more computer processors, spatiotemporal event data for a first participant in a live event, wherein the spatiotemporal event data comprises a spatiotemporal attribute for an action involving the first participant during a spatiotemporal event and a probability of success of the action involving the first participant during the spatiotemporal event;
retrieving, by the one or more computer processors, scoring criteria, wherein the scoring criteria comprises a point value associated with the action involving the first participant during the spatiotemporal event;
applying, by the one or more computer processors, the scoring criteria to the spatiotemporal event to determine a spatiotemporal event score for the first participant based at least in part on the spatiotemporal event data for the first participant, wherein applying the scoring criteria to the spatiotemporal event comprises modifying the point value based at least in part on the probability of success of the action to generate the spatiotemporal event score;
determining, by the one or more computer processors, a user score based at least in part on the spatiotemporal event score;
generating, by the one or more computer processors, a custom user interface to display the user score on a client device having a computing device display screen, wherein the custom user interface is displayed on the computing device display screen as the computing device display screen is displaying video of the live event such that the custom user interface overlays at least a portion of the video;
determining, by the one or more computer processors, second spatiotemporal event data for a second participant different from the first participant in the live event, wherein the second spatiotemporal event data comprises a second spatiotemporal attribute for a second action involving the second participant during a second spatiotemporal event and a second probability of success of the second action involving the second participant during the second spatiotemporal event;
retrieving, by the one or more computer processors, second scoring criteria, wherein the second scoring criteria comprises a second point value associated with the second action involving the second participant during the second spatiotemporal event;
applying, by the one or more computer processors, the second scoring criteria to the second spatiotemporal event to determine a second spatiotemporal event score for the second participant based at least in part on the second spatiotemporal event data for the second participant, wherein applying the second scoring criteria to the second spatiotemporal event comprises modifying the second point value based at least in part on the second probability of success of the second action to generate the second spatiotemporal event score;
revising, by the one or more computer processors, the user score based at least in part on the second spatiotemporal event score to generate an updated user score; and
updating, by the one or more computer processors, the custom user interface to display the updated user score on the client device.
2. The method of claim 1 , wherein the spatiotemporal event comprises at least one of a particular play during the live event, a particular time period during the live event, or a particular incident during the live event.
3. The method of claim 1 , wherein the spatiotemporal event data comprises at least one of a time of the spatiotemporal event, a location of the first participant during the spatiotemporal event, a relative position of the first participant to other participants during the spatiotemporal event, or a movement speed of the first participant during the spatiotemporal event.
4. The method of claim 1 , wherein modifying the point value based at least in part on the probability of success of the action to generate the spatiotemporal event score is based at least in part on the spatiotemporal attribute identifying whether the action was successful.
5. The method of claim 1 , wherein the custom user interface overlaying at least the portion of the video comprises overlying the custom user interface over the video in a location that corresponds to a location of the first participant in the video.
6. The method of claim 1 further comprising:
determining, by the one or more computer processors and based at least in part on the spatiotemporal event data, a location of the first participant within the video; and
generating, by the one or more computer processors, a second custom user interface to display the spatiotemporal event score on the client device, wherein the second custom user interface is displayed on the computing device display screen as the computing device display screen is displaying the video of the live event such that the second custom user interface overlays at least a portion of the video proximate the location of the first participant.
7. A system comprising:
one or more computer processors; and
memory storing computer-executable instructions that, when executed by the one or more computer processors, cause the one or more computer processors to perform operations comprising:
determining spatiotemporal event data for a first participant in an event, wherein the spatiotemporal event data comprises a spatiotemporal attribute for an action involving the first participant during a spatiotemporal event and at least one of a probability of occurrence, a probability of success, or a probability of failure of the action involving the first participant during the spatiotemporal event;
applying scoring criteria to the spatiotemporal event to determine a spatiotemporal event score for the first participant based at least in part on the spatiotemporal event data for the first participant, wherein the scoring criteria comprises a point value associated with the action involving the first participant during the spatiotemporal event and applying the scoring criteria to the spatiotemporal event comprises modifying the point value based at least in part on at least one of the probability of occurrence, the probability of success, or the probability of failure to generate the spatiotemporal event score;
determining a user score based at least in part on the spatiotemporal event score;
generating a custom user interface to display the user score on a client device having a computing device display screen, wherein the custom user interface is displayed on the computing device display screen as the computing device display screen is displaying video of the event such that the custom user interface overlays at least a portion of the video;
determining second spatiotemporal event data for a second participant different from the first participant in the event, wherein the second spatiotemporal event data comprises a second spatiotemporal attribute for a second action involving the second participant during a second spatiotemporal event and at least one of a second probability of occurrence, a second probability of success, or a second probability of failure of the second action involving the second participant during the second spatiotemporal event;
applying second scoring criteria to the second spatiotemporal event to determine a second spatiotemporal event score for the second participant based at least in part on the second spatiotemporal event data for the second participant, wherein the second scoring criteria comprises a second point value associated with the second action involving the second participant during the second spatiotemporal event and applying the second scoring criteria to the second spatiotemporal event comprises modifying the second point value based at least in part on at least one of the second probability of occurrence, the second probability of success, or the second probability of failure to generate the second spatiotemporal event score;
revising the user score based at least in part on the second spatiotemporal event score to generate an updated user score; and
updating the custom user interface to display the updated user score on the client device.
8. The system of claim 7 , wherein the spatiotemporal event comprises at least one of a particular play during the event, a particular time period during the event, or a particular incident during the event.
9. The system of claim 7 , wherein the spatiotemporal event data comprises at least one of a time of the spatiotemporal event, a location of the first participant during the spatiotemporal event, a relative position of the first participant to other participants during the spatiotemporal event, or a movement speed of the first participant during the spatiotemporal event.
10. The system of claim 7 , wherein modifying the point value based at least in part on at least one of the probability of occurrence, the probability of success, or the probability of failure to generate the spatiotemporal event score is based at least in part on the spatiotemporal attribute identifying at least one of whether the action occurred, whether the action was successful, or whether the action failed.
11. The system of claim 7 , wherein the custom user interface overlaying at least the portion of the video comprises overlying the custom user interface over the video in a location that corresponds to a location of the first participant in the video.
12. The system of claim 7 , wherein the operations further comprise:
determining, based at least in part on the spatiotemporal event data, a location of the first participant within the video; and
generating a second custom user interface to display the spatiotemporal event score on the client device, wherein the second custom user interface is displayed on the computing device display screen as the computing device display screen is displaying the video of the event such that the second custom user interface overlays at least a portion of the video proximate the location of the first participant.
13. A non-transitory computer-readable medium storing computer-executable instructions that, when executed by one or more computer processors, configure the one or more computer processors to perform operations comprising:
determining spatiotemporal event data for a first participant in an event, wherein the spatiotemporal event data comprises a spatiotemporal attribute for an action involving the first participant during a spatiotemporal event and at least one of a probability of occurrence, a probability of success, or a probability of failure of the action involving the first participant during the spatiotemporal event;
determining, based at least in part on the spatiotemporal event data, a spatiotemporal event score for the first participant by modifying a point value associated with the action based at least in part on at least one of the probability of occurrence, the probability of success, or the probability of failure to generate the spatiotemporal event score;
determining a user score based at least in part on the spatiotemporal event score;
generating a custom user interface to display the user score on a client device having a computing device display screen, wherein the custom user interface is displayed on the computing device display screen as the computing device display screen is displaying video of the event such that the custom user interface overlays at least a portion of the video;
determining second spatiotemporal event data for a second participant different from the first participant in the event, wherein the second spatiotemporal event data comprises a second spatiotemporal attribute for a second action involving the second participant during a second spatiotemporal event and at least one of a second probability of occurrence, a second probability of success, or a second probability of failure of the second action involving the second participant during the second spatiotemporal event;
determining, based at least in part on the second spatiotemporal event data, a second spatiotemporal event score for the second participant by modifying a second point value associated with the second action based at least in part on at least one of the second probability of occurrence, the second probability of success, or the second probability of failure to generate the second spatiotemporal event score;
revising the user score based at least in part on the second spatiotemporal event score to generate an updated user score; and
updating the custom user interface to display the updated user score on the client device.
14. The non-transitory computer-readable medium of claim 13 , wherein the spatiotemporal event comprises at least one of a particular play during the event, a particular time period during the event, or a particular incident during the event.
15. The non-transitory computer-readable medium of claim 13 , wherein the spatiotemporal event data comprises at least one of a time of the spatiotemporal event, a location of the first participant during the spatiotemporal event, a relative position of the first participant to other participants during the spatiotemporal event, or a movement speed of the first participant during the spatiotemporal event.
16. The non-transitory computer-readable medium of claim 13 , wherein modifying the point value based at least in part on at least one of the probability of occurrence, the probability of success, or the probability of failure to generate the spatiotemporal event score is based at least in part on the spatiotemporal attribute identifying at least one of whether the action occurred, whether the action was successful, or whether the action failed.
17. The non-transitory computer-readable medium of claim 13 , wherein the operations further comprise:
determining, based at least in part on the spatiotemporal event data, a location of the first participant within the video; and
generating a second custom user interface to display the spatiotemporal event score on the client device, wherein the second custom user interface is displayed on the computing device display screen as the computing device display screen is displaying the video of the event such that the second custom user interface overlays at least a portion of the video proximate the location of the first participant.