Machine Learning Model for Level-Based Categorization of Natural Language Parameters

摘要

A mechanism is provided in a data processing system for categorizing a user providing a text input. The mechanism receives an input text written by a user and determines a set of features associated with the input text. The mechanism processes the input text and the set of features by a detection model. The detection model comprises a plurality of detectors corresponding to a plurality of categories. Each of the plurality of detectors determines whether the user fits a respective category based on the input text and the set of features. The mechanism categorizes the user into one or more of the plurality of categories based on a result of processing the input text and the set of features by the detection model.

主权项

1. A method, in a data processing system, for categorizing a user providing a text input, the method comprising:
receiving, by the data processing system, an input text written by a user; determining, by the data processing system, a set of features associated with the input text; processing, by the data processing system, the input text and the set of features by a detection model, wherein the detection model comprises a plurality of detectors corresponding to a plurality of categories, wherein each of the plurality of detectors determines whether the user fits a respective category based on the input text and the set of features; and categorizing, by the data processing system, the user into one or more of the plurality of categories based on a result of processing the input text and the set of features by the detection model.