User interaction analysis of networked devices
AssigneePalo Alto Research Center Incorporated
InventorsRobert R. Price, Anirban Roy
Life of this patent
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Abstract
A method of monitoring user interactions with a networked device includes receiving log data of a control signal of a networked device, the networked device associated with a user. An interaction monitoring system may analyze the log data of the control signal to determine a temporal feature of the control signal. A processing device may then classify a user interaction level for the user based on the determined temporal features and generate a feedback response to the user based on the user interaction level.
Claims18
A method of monitoring networked devices, the method comprising:
- receiving log data of a networked device associated with a user, wherein the log data comprises data of a control signal of a networked device;
- analyzing the log data of the control signal to determine a temporal feature of the control signal;
- classifying, by a processing device, a user interaction level for the user based on the determined temporal feature;
- and
- generating, by the processing device, a feedback response to the user based on the user interaction level;
- and
- wherein analyzing the log data of the control signal comprises:
- identifying, in the log data, a plurality of changes to the control signal over a period of time;
- and
- generating the temporal feature based at least in part on a frequency of changes to the control signal over the period of time.
A method of monitoring user interactions of networked devices, the method comprising:
- receiving log data of a control signal of a networked device, the networked device associated with a user;
- analyzing the log data of the control signal to determine a temporal feature of the control signal;
- classifying, by a processing device, a user interaction level for the user based on the determined temporal feature;
- generating, by the processing device, a feedback response to the user based on the user interaction level;
- wherein analyzing the log data of the control signal comprises:
- identifying, in the log data, a plurality of changes to the control signal over a period of time;
- and
- generating the temporal feature based at least in part on a frequency of changes to the control signal over the period of time.
An interaction monitoring system comprising:
- a memory;
- and
- a processing device, operatively coupled to the memory, to:
- receive log data of a control signal of a networked device, the networked device associated with a user;
- analyze the log data of the control signal to determine a feature of the control signal;
- classify a user interaction level for the user based on the determined feature;
- generate a feedback response to the user based on the user interaction level;
- and
- wherein to analyze the log data of the control signal, the processing device is further to:
- identify, in the log data, changes to the control signal over a period of time;
- and generate the features based at least on the identified changes to the control signal over the period of time.
Dependencies are inferred from the claim text.