Methods and systems for determining user engagement based on user interactions during different time intervals
Systems and methods are described herein for determining a level of user engagement based on user interactions. A media guidance application is configured to retrieve a first record of a first plurality of user inputs, including input type, received during consumption of a media asset. A second time interval, prior to the first time interval, is selected by shifting the first start time and the first end time. A second record of a second plurality of user inputs received during the second time interval, including input type, is retrieved. A first media asset consumed during the first time interval and a second media asset consumed during the second time interval are determined, and the level of user engagement for the first media asset is determined based on the first record and the second record.
1. A method for determining a respective level of user engagement based on user interactions, the method comprising:
at a computer having a processor:
retrieving a first record of a first plurality of user inputs received during a first time interval of a display of a first media asset, wherein the first record indicates an input type for each of the first plurality of user inputs;
retrieving a second record of a second plurality of user inputs received during a second time interval of a display of a second media asset, wherein the second time interval is different than the first time interval and wherein the second record indicates an input type for each of the second plurality of user inputs;
determining, by the processor, a first frequency of each input type of the first plurality of user inputs during the first time interval;
determining, by the processor, a second frequency of each input type of the second plurality of user inputs during the second time interval;
determining, by the processor, the respective level of user engagement during the first time interval for the first media asset, wherein determining the respective level of user engagement includes:
comparing, by the processor, the first frequency of each input type in the first plurality of user inputs with a corresponding second frequency of each input type in the second plurality of user inputs;
calculating, by the processor, respective percent differences between the first frequency of each input type in the first plurality of user inputs and the corresponding second frequency in the second plurality of user inputs; and
determining, by the processor, the respective level of user engagement for the first media asset based on the respective percent differences;
identifying, by the processor, a third media asset based on the respective level of user engagement for the first media asset; and
causing display of the third media asset.
2. The method of claim 1 , wherein some of the first plurality of user inputs are received from a remote control associated with a display that displayed the first media asset.
3. The method of claim 1 , wherein some of the first plurality of user inputs are received from an onscreen input device associated with a display that displayed the first media asset.
4. The method of claim 1 , wherein the first media asset and the second media asset are the same media asset.
5. The method of claim 1 , wherein the first plurality of user inputs includes at least one of a channel change input, a power on/off input, a volume change input, a volume mute input, or an information request input.
6. The method of claim 1 , wherein retrieving the first record includes requesting first stored user input data on a remote device that caused display of a part of the first media asset.
7. The method of claim 6 , wherein retrieving the second record includes requesting second stored user input data on the remote device, wherein the remote device caused display a part of the second media asset.
8. The method of claim 1 , wherein the first plurality of user inputs comprises inputs generated by a plurality of users.
9. A non-transitory computer-readable storage medium storing one or more programs, the one or more programs comprising instructions, which when executed by one or more processors of an electronic device, cause the electronic device to:
retrieve a first record of a first plurality of user inputs received during a first time interval of a display of a first media asset, wherein the first record indicates an input type for each of the first plurality of user inputs;
retrieve a second record of a second plurality of user inputs received during a second time interval of a display of a second media asset, wherein the second time interval is different than the first time interval and wherein the second record indicates an input type for each of the second plurality of user inputs;
determine a first frequency of each input type of the first plurality of user inputs during the first time interval;
determine a second frequency of each input type of the second plurality of user inputs during the second time interval;
determine the respective level of user engagement during the first time interval for the first media asset, wherein determining the respective level of user engagement includes:
comparing the first frequency of each input type in the first plurality of user inputs with a corresponding second frequency of each input type in the second plurality of user inputs;
calculating respective percent differences between the first frequency of each input type in the first plurality of user inputs and the corresponding second frequency in the second plurality of user inputs; and
determining the respective level of user engagement for the first media asset based on the respective percent differences;
identify a third media asset based on the respective level of user engagement for the first media asset; and
cause display of the third media asset.
10. The non-transitory computer-readable storage medium of claim 9 , wherein some of the first plurality of user inputs are received from a remote control associated with a display that displayed the first media asset.
11. The non-transitory computer-readable storage medium of claim 9 , wherein some of the first plurality of user inputs are received from an onscreen input device associated with a display that displayed the first media asset.
12. The non-transitory computer-readable storage medium of claim 9 , wherein the first media asset and the second media asset are the same media asset.
13. The non-transitory computer-readable storage medium of claim 9 , wherein the first plurality of user inputs includes at least one of a channel change input, a power on/off input, a volume change input, a volume mute input, or an information request input.
14. The non-transitory computer-readable storage medium of claim 9 , wherein retrieving the first record includes requesting first stored user input data on a remote device that caused display of a part of the first media asset.
15. A device, comprising:
one or more processors;
memory; and
one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by the one or more processors, the one or more programs comprising instructions for:
retrieving a first record of a first plurality of user inputs received during a first time interval of a display of a first media asset, wherein the first record indicates an input type for each of the first plurality of user inputs;
retrieving a second record of a second plurality of user inputs received during a second time interval of a display of a second media asset, wherein the second time interval is different than the first time interval and wherein the second record indicates an input type for each of the second plurality of user inputs;
determining, by the processor, a first frequency of each input type of the first plurality of user inputs during the first time interval;
determining, by the processor, a second frequency of each input type of the second plurality of user inputs during the second time interval;
determining, by the processor, the respective level of user engagement during the first time interval for the first media asset, wherein determining the respective level of user engagement includes:
comparing, by the processor, the first frequency of each input type in the first plurality of user inputs with a corresponding second frequency of each input type in the second plurality of user inputs;
calculating, by the processor, respective percent differences between the first frequency of each input type in the first plurality of user inputs and the corresponding second frequency in the second plurality of user inputs; and
determining, by the processor, the respective level of user engagement for the first media asset based on the respective percent differences;
identifying, by the processor, a third media asset based on the respective level of user engagement for the first media asset; and
causing display of the third media asset.
16. The device of claim 15 , wherein some of the first plurality of user inputs are received from a remote control associated with a display that displayed the first media asset.
17. The device of claim 15 , wherein some of the first plurality of user inputs are received from an onscreen input device associated with a display that displayed the first media asset.
18. The device of claim 15 , wherein the first media asset and the second media asset are the same media asset.
19. The device of claim 15 , wherein the first plurality of user inputs includes at least one of a channel change input, a power on/off input, a volume change input, a volume mute input, or an information request input.
20. The device of claim 15 , wherein retrieving the first record includes requesting first stored user input data on a remote device that caused display of a part of the first media asset.