Prediction of user response actions to received data

摘要

A system is provided for automatically predicting actions a user is likely to take in response to receiving data. The system may be configured to monitor and observe a user's interactions with incoming data and to identify patterns of actions the user may take in response to the incoming data. The system may enable a trainer component and a classifier component to determine the probability a user may take a particular action and to make predictions of likely user actions based on the observations of the user and the identified pattern of the user's actions. The system may also be configured to continuously observe the user's actions to fine-tune and adjust the identified patterns of user actions and to update the probabilities of likely user actions in order increase the accuracy of the predicted user action in response to incoming data.

主权项

1. A method executed in a computing device to predict user response actions, the method comprising:
observing a user receiving incoming data from a data source; processing the incoming data to extract contextual data associated with the incoming data, wherein the contextual data includes messages previously received in the incoming data from the user; monitoring the incoming data; tracking a first set of user actions to the incoming data; analyzing the incoming data to identify a pattern to the first set; and storing the pattern.