APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR PROCESSING SERVICE MESSAGE DATA OBJECTS VIA SUPERVISED MACHINE LEARNING TO PROVIDE SERVICE MESSAGE CLASSIFICATIONS
개요
발명자
Rutvik Acharya; Tom Albrect; Sarah Williams; Trevor Townsend; Danielle Kaminski
IPC 분류
CPC 분류
Methods, apparatuses, or computer program products that process service message data objects via supervised machine learning to provide service message classifications. In some examples, a feature set is extracted from a plurality of service message data objects associated with an application framework, a supervised natural language processing model is applied to the feature set to generate a plurality of classification data objects associated with the plurality of service message data objects that classify a respective service message data object as belonging to a predefined class of a plurality of predefined classes, and a rendering of a dashboard visualization is initiated via an electronic interface based at least in part on the plurality of classification data objects.
원문 (중국어)
Methods, apparatuses, or computer program products that process service message data objects via supervised machine learning to provide service message classifications. In some examples, a feature set is extracted from a plurality of service message data objects associated with an application framework, a supervised natural language processing model is applied to the feature set to generate a plurality of classification data objects associated with the plurality of service message data objects that classify a respective service message data object as belonging to a predefined class of a plurality of predefined classes, and a rendering of a dashboard visualization is initiated via an electronic interface based at least in part on the plurality of classification data objects.