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ASSET HISTORY BASED SERVICE PREDICTIONS

发明专利审中
3浏览
20权利要求 · 3 独立
§ Ⅰ

卷宗概要

发明人

Vinitha Ravichandran; Vinay Bayya; Yung Chen; Carla Ferreira

IPC 分类

G6Q 10/20G6F 16/25G6Q 10/4

CPC 分类

G6Q10/20G6F16/25G6Q10/4

Methods, systems, apparatuses, and computer program products are described. A data processing system may ingest asset service action history data from data sources of different data organization models via clicks from a user, generate at least an asset service action training data set from the ingested data, and train an asset management model to predict future asset service actions using the asset service action training data set. The different data organization models may include data objects including cases, work orders, asset identifiers, and products. The data processing system may transform the ingested asset history into the asset service action training data set according to a configurable unified data model. The future asset service action predictions may be based on a binary classification system, and may indicate a likelihood of performing a second asset service action type on an asset type based on an inputted first asset service action type.

原文(中文)

Methods, systems, apparatuses, and computer program products are described. A data processing system may ingest asset service action history data from data sources of different data organization models via clicks from a user, generate at least an asset service action training data set from the ingested data, and train an asset management model to predict future asset service actions using the asset service action training data set. The different data organization models may include data objects including cases, work orders, asset identifiers, and products. The data processing system may transform the ingested asset history into the asset service action training data set according to a configurable unified data model. The future asset service action predictions may be based on a binary classification system, and may indicate a likelihood of performing a second asset service action type on an asset type based on an inputted first asset service action type.