- 专利标题: Utilizing machine learning to determine survey questions based on context of a person being surveyed, reactions to survey questions, and environmental conditions
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申请号: US16661306申请日: 2019-10-23
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公开(公告)号: US10963043B2公开(公告)日: 2021-03-30
- 发明人: Nataraj Kuntagod , Anutosh Maitra , Satya Sai Srinivas
- 申请人: Accenture Global Solutions Limited
- 申请人地址: IE Dublin
- 专利权人: Accenture Global Solutions Limited
- 当前专利权人: Accenture Global Solutions Limited
- 当前专利权人地址: IE Dublin
- 代理机构: Harrity & Harrity, LLP
- 优先权: IN201841042459 20181112
- 主分类号: G06F3/01
- IPC分类号: G06F3/01 ; G10L25/63 ; G10L25/78 ; G06N20/20 ; G06K9/00
摘要:
A device may receive human-related data associated with a surveyor and a surveyed person participating in an interview, and may receive environmental data. The device may determine, based on rules, that first portions of the human-related data and environmental data are more reliable than second portions, and may process the first portions of the human-related data and the environmental data, with a first model, to determine high-reliability context data. The device may process the second portions of the human-related data and the environmental data, with a second model, to determine low-reliability context data, and may process the high-reliability context data and the low-reliability context data, with a third model, to generate weighted context data. The device may process the weighted context data, with a fourth model, to calculate a total stress factor, and may perform actions based on the total stress factor.
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