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CN111919230A - 用于职位申请人简历排序的机器学习系统 - Google Patents

用于职位申请人简历排序的机器学习系统 Download PDF

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CN111919230A
CN111919230A CN201880064086.0A CN201880064086A CN111919230A CN 111919230 A CN111919230 A CN 111919230A CN 201880064086 A CN201880064086 A CN 201880064086A CN 111919230 A CN111919230 A CN 111919230A
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刘伟
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    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
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    • G06N3/048—Activation functions
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Abstract

本申请提供一种用于职位申请人简历排序的机器学习系统，其采用机器学习技术自动地分析简历、职位及过去的招聘事件之间深层次的数据关联，训练出用于对简历进行排序的预测模型，从而为雇主提供录用建议的方案。

Description

PCT国内申请，说明书已公开。

Claims (29)

  1. PCT国内申请，权利要求书已公开。
CN201880064086.0A 2017-10-02 2018-09-30 用于职位申请人简历排序的机器学习系统 Pending CN111919230A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201762566780P 2017-10-02 2017-10-02
US62/566,780 2017-10-02
PCT/CN2018/109086 WO2019068253A1 (zh) 2017-10-02 2018-09-30 用于职位申请人简历排序的机器学习系统

Publications (1)

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CN111919230A true CN111919230A (zh) 2020-11-10

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Country Link
US (1) US20190102704A1 (zh)
CN (1) CN111919230A (zh)
WO (1) WO2019068253A1 (zh)

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WO2023029018A1 (en) * 2021-09-04 2023-03-09 Citrix Systems, Inc. Task assignment artifical intelligence
CN118505176A (zh) * 2024-07-22 2024-08-16 深圳市灵智数字科技有限公司 一种用工匹配方法、系统及可存储介质

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CN110378544A (zh) * 2018-04-12 2019-10-25 百度在线网络技术（北京）有限公司 一种人岗匹配分析方法、装置、设备和介质
US11386366B2 (en) 2019-09-27 2022-07-12 Oracle International Corporation Method and system for cold start candidate recommendation
US11727327B2 (en) 2019-09-30 2023-08-15 Oracle International Corporation Method and system for multistage candidate ranking
CN110866393B (zh) * 2019-11-19 2023-06-23 北京网聘咨询有限公司 基于领域知识库的简历信息抽取方法及系统
CN111339285B (zh) * 2020-02-18 2023-05-26 北京网聘咨询有限公司 基于bp神经网络的企业简历筛选方法和系统
WO2021202407A1 (en) * 2020-03-30 2021-10-07 Eightfold AI Inc. Computer platform implementing many-to-many job marketplace
US11620472B2 (en) 2020-04-23 2023-04-04 Citrix Systems, Inc. Unified people connector
US11562266B2 (en) * 2020-04-23 2023-01-24 Sequoia Benefits and Insurance Services, LLC Using machine learning to determine job families using job titles
CN113627135B (zh) 2020-05-08 2023-09-29 百度在线网络技术（北京）有限公司 一种招聘岗位描述文本的生成方法、装置、设备及介质
US20220020074A1 (en) * 2020-07-17 2022-01-20 SupportFinity Inc. System and Method for Automatically Generating Online Quote for Team or Service
US20220108166A1 (en) * 2020-10-05 2022-04-07 Kpn Innovations, Llc. Methods and systems for slot linking through machine learning
US20230274233A1 (en) * 2020-12-30 2023-08-31 Hariharan Sivaraman Machine learning-based recruitment system and method
CN112925913B (zh) * 2021-03-09 2023-08-29 北京百度网讯科技有限公司 用于匹配数据的方法、装置、设备和计算机可读存储介质
CN113191728B (zh) * 2021-04-25 2023-03-07 深圳平安智汇企业信息管理有限公司 基于深度学习模型的简历推荐方法、装置、设备及介质
CN113268512B (zh) * 2021-05-13 2022-03-04 成系学府(宁波)信息科技有限公司 基于互联网平台的企业岗位职业技能培训系统
CN113971216B (zh) * 2021-10-22 2023-02-03 北京百度网讯科技有限公司 数据处理方法、装置、电子设备和存储器
US11544345B1 (en) 2022-03-09 2023-01-03 My Job Matcher, Inc. Apparatuses and methods for linking posting data
US20240303608A1 (en) * 2022-02-28 2024-09-12 100Digital.Ai Llc Machine learning-based recruitment system and method
US11797943B2 (en) * 2022-02-28 2023-10-24 Hariharan Sivaraman Machine learning-based recruitment system and method
US11797942B2 (en) 2022-03-09 2023-10-24 My Job Matcher, Inc. Apparatus and method for applicant scoring
US11748561B1 (en) * 2022-03-15 2023-09-05 My Job Matcher, Inc. Apparatus and methods for employment application assessment

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CN106980961A (zh) * 2017-03-02 2017-07-25 中科天地互联网科技（苏州）有限公司 一种简历筛选匹配方法及系统

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US20120323812A1 (en) * 2010-11-12 2012-12-20 International Business Machines Corporation Matching candidates with positions based on historical assignment data
US20140122355A1 (en) * 2012-10-26 2014-05-01 Bright Media Corporation Identifying candidates for job openings using a scoring function based on features in resumes and job descriptions
US20170061382A1 (en) * 2015-08-28 2017-03-02 Brilent, Inc. System for recruitment
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CN106384230A (zh) * 2016-10-21 2017-02-08 北京搜前途科技有限公司 简历中工作经历与招聘职位及简历与招聘信息的匹配方法

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023029018A1 (en) * 2021-09-04 2023-03-09 Citrix Systems, Inc. Task assignment artifical intelligence
CN118505176A (zh) * 2024-07-22 2024-08-16 深圳市灵智数字科技有限公司 一种用工匹配方法、系统及可存储介质

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US20190102704A1 (en) 2019-04-04

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