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APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR PROCESSING SERVICE MESSAGE DATA OBJECTS VIA SUPERVISED MACHINE LEARNING TO PROVIDE SERVICE MESSAGE CLASSIFICATIONS

发明专利审中
20权利要求 · 3 独立
§ Ⅰ

卷宗概要

发明人

Rutvik Acharya; Tom Albrect; Sarah Williams; Trevor Townsend; Danielle Kaminski

IPC 分类

G6F 40/279G6F 16/35

CPC 分类

G6F40/279G6F16/353G6F16/358

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.

原文(中文)

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.