Systems and methods for providing notifications of critical events occurring in live content based on activity data
The present disclosure provides live event systems having one or more processors coupled to memory. The live event system can access a plurality of messages associated with a live event broadcasted to a plurality of broadcast receiver devices via a broadcast provider system. The live event system can determine that at least one message of the messages satisfies a condition of a notification generation policy relating to the live event. The live event system can identify, from the broadcast receiver devices, a subset of broadcast receiver devices that satisfy a notification transmission policy relating to the live event. The live event system can transmit instructions to the broadcast provider system, instructions causing the broadcast provider system to communicate with each broadcast receiver device of the subset of broadcast receiver devices and cause each broadcast receiver device of the subset to display a notification identifying the live event.
1. A method, comprising:
accessing, by one or more processors coupled to memory, a content source that maintains a plurality of messages;
determining, by the one or more processors, based on the plurality of messages accessed via the content source, an increase in a volume of a subset of the plurality of messages that identify a first live event by a determined amount within a first time window relative to a baseline time window;
determining, by the one or more processors, that the increase in the volume of the subset of the plurality of messages that identify the first live event by the determined amount within the first time window satisfies a notification generation threshold;
receiving, by the one or more processors, a request for content from a broadcast receiver device that is presenting a broadcast of a second live event;
selecting, by the one or more processors, a content item that identifies the first live event based on the increase in the volume satisfying the notification generation threshold; and
responsive to the request for content and responsive to determining that the increase in the volume of the subset of the plurality of messages that identify the first live event by the determined amount within the first time window satisfies the notification generation threshold, transmitting, by the one or more processors, instructions to the broadcast receiver device, the instructions configured to cause the broadcast receiver device to display the content item identifying the first live event and including an actionable object that, when interacted with, causes the broadcast receiver device to navigate to a broadcast of the first live event.
2. The method of claim 1 , wherein determining that the notification generation threshold is satisfied is further based on a change in odds associated with the first live event.
3. The method of claim 2 , wherein determining that the change in odds satisfies the notification generation threshold further comprises determining, by the one or more processors, that the change in odds is greater than a predetermined threshold.
4. The method of claim 1 , further comprising maintaining, by the one or more processors, a plurality of user profiles, each user profile of the plurality of user profiles corresponding to a respective user consuming a service of the one or more processors, each of the plurality of user profiles associated with a respective one of a plurality of broadcast receiver devices.
5. The method of claim 4 , further comprising identifying, by the one or more processors, the broadcast receiver device from the plurality of broadcast receiver devices based on the request and one or more attributes of each user profile of the plurality of user profiles.
6. The method of claim 1 , wherein the plurality of messages comprises a plurality of wagers, and wherein accessing the plurality of messages further comprises receiving, by the one or more processors, the plurality of wagers that identify the first live event.
7. The method of claim 6 , wherein receiving the plurality of wagers comprises receiving, by the one or more processors, the plurality of wagers that satisfy a predetermined wager type condition.
8. The method of claim 1 , wherein the plurality of messages comprises a plurality of social media posts, and wherein accessing the plurality of messages further comprises retrieving, by the one or more processors, the plurality of social media posts that identify the first live event.
9. The method of claim 1 , wherein the content item further comprises a second actionable object identifying the second live event that, when interacted with, causes the broadcast receiver device to display a second content item with the broadcast of the second live event.
10. The method of claim 1 , wherein the content item further comprises a second actionable object that, when interacted with, causes the broadcast receiver device to transmit, to the one or more processors, a request to place a wager on the first live event.
11. A system, comprising:
one or more processors coupled to a non-transitory memory, the one or more processors configured to:
access a content source that maintains a plurality of messages;
determine, based on the plurality of messages accessed via the content source, an increase in a volume of a subset of the plurality of messages that identify a first live event by a determined amount within a first time window relative to a baseline time window;
determine that the increase in the volume of the subset of the plurality of messages that identify the first live event by the determined amount within the first time window satisfies a notification generation threshold;
receive a request for content from a broadcast receiver device that is presenting a broadcast of a second live event;
select a content item that identifies the first live event based on the change in the volume of the subset of the plurality of messages that identify the first live event satisfying the notification generation threshold; and
responsive to the request for content and responsive to determining that increase in the volume of the subset of the plurality of messages that identify the first live event by the determined amount within the first time window satisfies the notification generation threshold is satisfied, transmit instructions to the broadcast receiver device, the instructions configured to cause the broadcast receiver device to display the content item identifying the first live event and including an actionable object that, when interacted with, causes the broadcast receiver device to navigate to a broadcast of the first live event.
12. The system of claim 11 , wherein the one or more processors are further configured to determine that the notification generation threshold is satisfied further based on a change in odds associated with the first live event.
13. The system of claim 12 , wherein the one or more processors are further configured to determine that the change in odds satisfies the notification generation threshold by performing operations comprising determining that the change in odds is greater than a predetermined threshold.
14. The system of claim 11 , wherein the one or more processors are further configured to maintain a plurality of user profiles, each user profile of the plurality of user profiles corresponding to a respective user consuming a service of the one or more processors, each of the plurality of user profiles associated with a respective one of a plurality of broadcast receiver devices.
15. The system of claim 14 , wherein the one or more processors are further configured to identify the broadcast receiver device from the plurality of broadcast receiver devices based on the request and one or more attributes of each user profile of the plurality of user profiles.
16. The system of claim 11 , wherein the plurality of messages comprises a plurality of wagers, and wherein the one or more processors are further configured to access the plurality of messages by performing operations comprising receiving the plurality of wagers that identify the first live event.
17. The system of claim 16 , wherein the one or more processors are further configured to receive the plurality of wagers by performing operations comprising receiving the plurality of wagers that satisfy a predetermined wager type condition.
18. The system of claim 11 , wherein the plurality of messages comprises a plurality of social media posts, and wherein the one or more processors are further configured to access the plurality of messages by performing operations comprising retrieving the plurality of social media posts that identify the first live event.
19. The system of claim 11 , wherein the content item further comprises a second actionable object identifying the first live event that, when interacted with, causes the broadcast receiver device to display a second content item with the broadcast of the second live event.
20. The system of claim 11 , wherein the content item further comprises a second actionable object that, when interacted with, causes the broadcast receiver device to transmit, to the one or more processors, a request to place a wager on the first live event.