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 comprising:
retrieving a first record of at least one first user input received during a first time interval of a display of a first media asset;
retrieving a second record of at least one second user input 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;
determining a first frequency value of the at least one first user input received during the first time interval;
determining a second frequency value of the at least one second user input received during the second time interval;
comparing the first frequency value of the at least one first user input with the second frequency value of the at least one second user input;
calculating a difference between the first frequency value of the at least one first user input and the second frequency value of the at least one second user input;
identifying a third media asset based, at least in part on the calculated difference;
causing display of the third media asset.
2. The method of claim 1 , wherein the first frequency value comprises one or more of a number of interactions during the first time interval or a ratio between the number of interactions during the first time interval and a length of the first time interval.
3. The method of claim 1 , wherein at least one of the at least one first user input is received from a second device separate from a first device which is displaying the first media asset.
4. The method of claim 1 , wherein at least one of the at least one first user input is received from an onscreen input device associated with a display that displayed the first media asset.
5. The method of claim 1 , wherein the first media asset and the second media asset are the same media asset.
6. The method of claim 1 , wherein the at least one first user input 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.
7. 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.
8. The method of claim 7 , wherein retrieving the second record includes requesting second stored user input data on the remote device, wherein the remote device caused display of a part of the second media asset.
9. The method of claim 1 , wherein the at least one first user input comprises a plurality of inputs of a first input type and a second input type and wherein the first frequency value comprises one of a frequency of inputs of the first input type or a frequency of inputs of the second input type.
10. The method of claim 1 , wherein a length of the first time interval is different from a length of the second time interval.
11. A system comprising:
control circuitry configured to:
retrieve a first record of at least one first user input received during a first time interval of a display of a first media asset;
retrieve a second record of at least one second user input 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;
determine a first frequency value of the at least one first user input received during the first time interval;
determine a second frequency value of the at least one second user input received during the second time interval;
compare the first frequency value of the at least one first user input with the second frequency value of the at least one second user input;
calculate a difference between the first frequency value of the at least one first user input and the second frequency value of the at least one second user input;
identify a third media asset based, at least in part on the calculated difference; and
input/output circuitry configured to:
cause a display of the third media asset.
12. The system of claim 11 , wherein the first frequency value comprises one or more of a number of interactions during the first time interval or a ratio between the number of interactions during the first time interval and a length of the first time interval.
13. The system of claim 11 , wherein at least one of the at least one first user input is received from a second device separate from a first device which is displaying the first media asset.
14. The system of claim 11 , wherein at least one of the at least one first user input is received from an onscreen input device associated with a display that displayed the first media asset.
15. The system of claim 11 , wherein the first media asset and the second media asset are the same media asset.
16. The system of claim 11 , wherein the at least one first user input 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.
17. The system of claim 11 , 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.
18. The system of claim 17 , wherein retrieving the second record includes requesting second stored user input data on the remote device, wherein the remote device caused display of a part of the second media asset.
19. The system of claim 11 , wherein the at least one first user input comprises a plurality of inputs of a first input type and a second input type and wherein the first frequency value comprises one of a frequency of inputs of the first input type or a frequency of inputs of the second input type.
20. The system of claim 11 , wherein a length of the first time interval is different from a length of the second time interval.