Methods for routing items for communications based on a measure of criticality
First Claim
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1. A system effectuated at least in part by a machine that facilitates interpersonal communicating, comprising:
- a trainable classifier that generates a priority of a received communication for a user; and
a component that alerts the user based upon the priority of the received communication, the component alerts the user when an expected value of alerting (EVA) is positive and refrains from alerting the user when the EVA is non-positive, the EVA =ELalert−
ELno-alert −
EC, and the ELalert is a first expected loss of a user reviewing the received communication at a current time with an alert, the ELno-alert is a second expected loss of the user reviewing the received communication at a future time without the alert, and EC is a first expected cost of alerting at the current time.
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Abstract
The routing of prioritized documents such as email messages is disclosed. In one embodiment, a computer-implemented method first receives a text. The method assigns a priority to the document, based on a text classifier such as a Bayesian classifier or a support-vector machine classifier. The method then routes the text based on a routing criteria. In one embodiment the routing is directed by a measure of priority that reflects the expected cost of delayed review of the document.
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Citations
18 Claims
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1. A system effectuated at least in part by a machine that facilitates interpersonal communicating, comprising:
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a trainable classifier that generates a priority of a received communication for a user; and a component that alerts the user based upon the priority of the received communication, the component alerts the user when an expected value of alerting (EVA) is positive and refrains from alerting the user when the EVA is non-positive, the EVA =ELalert−
ELno-alert −
EC, and the ELalert is a first expected loss of a user reviewing the received communication at a current time with an alert, the ELno-alert is a second expected loss of the user reviewing the received communication at a future time without the alert, and EC is a first expected cost of alerting at the current time. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A machine readable medium having instructions stored thereon for execution by a processor to perform a method comprising:
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generating a priority of a received item based on a trained classifier; and communicating the received item to a user based on a preset criteria and the priority when an expected value of alerting (EVA) is positive and delaying communication when the EVA is less than or equal to zero, the EVA =ELalert−
ELno-alert−
EC, and the ELalert is a first expected loss of a user reviewing the received item at a current time with an alert, the ELno-alert is a second expected loss of the user reviewing the received item at a future time without the alert, and EC is a first expected cost of alerting at the current time. - View Dependent Claims (14, 15, 16, 17, 18)
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Specification