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Automated machine-learning-based ticket resolution for system recovery

机译:自动化machine-learning-based票决议系统恢复

摘要

A method of automated ticket resolution comprises training and testing feature-specific classifier models using ticket database records. The feature-specific classifier models include machine-learning-based classification models related to features of a ticket system. The method includes training and testing feature-specific solution models using resolved ticket solution database records. The feature-specific classifier models include machine-learning-based solution models related to the features. The method includes receiving a ticket inquiry including a ticket indicative of an issue related to the features, generating a problem statement representative of the issue using the tested classifier models, and communicating the problem statement to the tested solution models. The method includes predicting a solution to the problem statement by using the tested solution models. The solution includes directions to resolve the ticket. The method includes implementing the solution in the system to resolve the issue based on certainty characteristics of the solution and recover a system if required.
机译:

著录项

  • 公开/公告号US11368358B2

    专利类型

  • 公开/公告日2022-06-21

    原文格式PDF

  • 申请/专利权人 FUJITSU LIMITED;

    申请/专利号US201816231446

  • 发明设计人 MEHDI BAHRAMI;WEI-PENG CHEN;

    申请日2018-12-22

  • 分类号G06F3/048;H04L41/069;G06N20/20;G06F16/35;G06K9/62;G06F3/0481;

  • 国家

  • 入库时间 2023-06-25 23:45:02

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