Systems and methods for estimating and integrating measures of human cognitive load into the behavior of computational applications and services
First Claim
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1. A system for automatically performing computerized actions, comprising:
- a text interpretation component that analyzes a received text input for at least one word that indicates a wish to perform an action based in part on action-related content, the analysis is based at least in part on a comparison to at least one word in a text classification data store;
an action probability component that computes a probability value of the action based at least in part upon the comparison of the text interpretation component; and
a decision-based execution component that provides at least one of the following;
an execution of an action based at least in part upon the probability value of the action probability component and a probability threshold;
no execution of an action based at least in part upon the probability value of the action probability component and a probability threshold; and
a prompt to execute an action based at least in part on the probability value of the action probability component and a probability threshold.
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Abstract
The present invention relates to a system and methodology for automatically performing computerized actions. By comparing a received textual input against a list of words in a text classification system an action probability can be determined for automated performance of an action or event, the nonperformance of an action or event, or generating a prompt for approval of an action or event as indicated by the received textual input. Thus, the disclosed subject matter facilitates automated computerized action based on the probability that a user would desire the particular action.
67 Citations
20 Claims
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1. A system for automatically performing computerized actions, comprising:
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a text interpretation component that analyzes a received text input for at least one word that indicates a wish to perform an action based in part on action-related content, the analysis is based at least in part on a comparison to at least one word in a text classification data store; an action probability component that computes a probability value of the action based at least in part upon the comparison of the text interpretation component; and a decision-based execution component that provides at least one of the following; an execution of an action based at least in part upon the probability value of the action probability component and a probability threshold; no execution of an action based at least in part upon the probability value of the action probability component and a probability threshold; and a prompt to execute an action based at least in part on the probability value of the action probability component and a probability threshold. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A method for automatically determining a computerized action to be executed comprising:
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comparing action-related content of a received textual input against at least one list of words in a text classification system; calculating an action probability of an action based at least in part upon the comparison, the action is related to an action of the action-related content; analyzing the action probability with a probability threshold to determine the action status, the action status is at least one of an inaction, an action with approval, or an automatic action; and executing the action based at least in part upon the action status. - View Dependent Claims (12, 13, 14, 15, 16)
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17. A system for determining appropriate computerized actions and inactions comprising:
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means for analyzing a message to determine a word that indicates an event should be performed based in part on action-related content of the message; means for applying a probabilistic calculation to the message to determine a probability of an action thereby creating an action probability, the action is related to the event; means for comparing the calculation to a threshold to determine at least one of an action or inaction to implement; and means for implementing at least one of the action and inaction based at least in part upon the comparison of the probabilistic calculation and the threshold. - View Dependent Claims (18, 19, 20)
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Specification