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US 2013/0159219 A1Published application
Predicting the Likelihood of Digital Communication Responses
AssigneeMicrosoft Corporation
InventorsPatrick Pantel, Michael Gamon, Yoav Y. Artzi
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Abstract
Different advantageous embodiments provide for response prediction. A social element is received by a prediction mechanism. A feature set is generated for the social element. A prediction is generated using the feature set and a prediction model.
Claims20
A method comprising:
- receiving, by a prediction mechanism, a social element;
- generating a feature set for the social element;
- and
- generating a prediction using the feature set and a prediction model.
1 more element
An apparatus for response prediction, the apparatus comprising:
- a prediction mechanism configured to analyze a social element and generate a prediction associated with the social element using a prediction model.
A system comprising:
- a feature value extractor configured to extract one or more feature values from one or more social elements;
- a feature vector generator configured to generate one or more feature vectors for the one or more social elements using the one or more feature values extracted by the feature value extractor;
- and
- a prediction model configured to generate a prediction using the one or more feature vectors generated.
1 more element
Dependencies are inferred from the claim text.