CN112449700A - 语义模型实例化方法、系统和装置 - Google Patents

语义模型实例化方法、系统和装置 Download PDF

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CN112449700A
CN112449700A CN201980008609.4A CN201980008609A CN112449700A CN 112449700 A CN112449700 A CN 112449700A CN 201980008609 A CN201980008609 A CN 201980008609A CN 112449700 A CN112449700 A CN 112449700A
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semantic
semantic model
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semi
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CN112449700B (zh
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李婧
张瑞国
司伟平
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Siemens Corp
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/30Semantic analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/205Parsing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/237Lexical tools
    • G06F40/247Thesauruses; Synonyms
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/258Heading extraction; Automatic titling; Numbering
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/279Recognition of textual entities

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  • Health & Medical Sciences (AREA)
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  • Audiology, Speech & Language Pathology (AREA)
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Abstract

本发明提供了语义模型实例化方法、系统和装置,其中,包括如下步骤:S1,接收一个基于本体的语义模型,解析该语义模型并将所述语义模型转化为特征向量集合,其中,所述特征向量表征本体的类型、属性以及所述属性之间的关系;S3,导入一个半结构化文件,基于所述语义模型的语义向量将所述半结构化文件转化为关键词向量;S4,比较所述语义向量和所述关键词向量的相关性,并识别对应于所述语义向量的关键词向量。本发明能够极大地减少构建知识图谱的工作量和花费,并加速了基于知识的便捷服务。

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PCT国内申请,说明书已公开。

Claims (17)

  1. PCT国内申请,权利要求书已公开。
CN201980008609.4A 2019-06-28 2019-06-28 语义模型实例化方法、系统和装置 Active CN112449700B (zh)

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Families Citing this family (6)

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Publication number Priority date Publication date Assignee Title
CN113342976B (zh) * 2021-06-17 2023-07-04 北京海数宝科技有限公司 一种自动采集处理数据的方法、装置、存储介质及设备
CN114880484B (zh) * 2022-05-11 2023-06-16 军事科学院系统工程研究院网络信息研究所 一种基于向量映射的卫星通信频轨资源图谱构建方法
CN115079979A (zh) * 2022-06-17 2022-09-20 北京字跳网络技术有限公司 一种虚拟角色驱动方法、装置、设备及存储介质
CN115795075B (zh) * 2022-11-29 2023-08-11 自然资源部国土卫星遥感应用中心 一种遥感影像产品通用模型构建方法
CN115880120B (zh) * 2023-02-24 2023-05-16 江西微博科技有限公司 一种在线政务服务系统及服务方法
CN116524926B (zh) * 2023-04-27 2024-06-04 百洋智能科技集团股份有限公司 一种用于在移动端通过语音控制生成业务表单的方法

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040103365A1 (en) * 2002-11-27 2004-05-27 Alan Cox System, method, and computer program product for an integrated spreadsheet and database
CN1766871A (zh) * 2004-10-29 2006-05-03 中国科学院研究生院 基于上下文的半结构化数据语义提取的处理方法
CN102682122A (zh) * 2012-05-15 2012-09-19 北京科技大学 基于本体构建材料科学领域语义数据模型的方法
US20140236860A1 (en) * 2013-02-19 2014-08-21 Ray Camrass system allowing banks to diversify their loan portfolios via exchanging loans
CN104063502A (zh) * 2014-07-08 2014-09-24 中南大学 一种基于语义模型的wsdl半结构化文档相似性分析及分类方法
US20160364377A1 (en) * 2015-06-12 2016-12-15 Satyanarayana Krishnamurthy Language Processing And Knowledge Building System
CN106919674A (zh) * 2017-02-20 2017-07-04 广东省中医院 一种基于Wiki语义网络构建的知识问答系统及智能检索方法
CN108804409A (zh) * 2017-04-28 2018-11-13 西安科技大市场创新云服务股份有限公司 一种语义检索方法和装置
KR20190015797A (ko) * 2017-08-07 2019-02-15 강준철 인공지능(ai)을 통한 딥러닝훈련모듈과, 순위화프레임워크모듈을 활용하여, 법률전문가에게 최적화된 모범답안을 제시하는 한편, 법률정보를 의미 벡터로 변환하여, 데이터베이스에 저장하고, 이에 대한 문자열 사전모듈을 활용한 온라인 법률정보사전을 제공하는 시스템 및 그 방법

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060242130A1 (en) * 2005-04-23 2006-10-26 Clenova, Llc Information retrieval using conjunctive search and link discovery
US9256761B1 (en) * 2014-08-18 2016-02-09 Yp Llc Data storage service for personalization system
US9984068B2 (en) * 2015-09-18 2018-05-29 Mcafee, Llc Systems and methods for multilingual document filtering
EP3407208A1 (en) * 2017-05-22 2018-11-28 Fujitsu Limited Ontology alignment apparatus, program, and method
KR102472572B1 (ko) * 2017-07-21 2022-11-30 십일번가 주식회사 사용자 의도 프로파일링 방법 및 이를 위한 장치
CN110162776B (zh) * 2019-03-26 2024-10-18 腾讯科技(深圳)有限公司 交互消息处理方法、装置、计算机设备和存储介质
US11120798B2 (en) * 2019-06-27 2021-09-14 Atlassian Pty Ltd. Voice interface system for facilitating anonymized team feedback for a team health monitor
US11270697B2 (en) * 2019-06-27 2022-03-08 Atlassian Pty Ltd. Issue tracking system having a voice interface system for facilitating a live meeting directing status updates and modifying issue records

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040103365A1 (en) * 2002-11-27 2004-05-27 Alan Cox System, method, and computer program product for an integrated spreadsheet and database
CN1766871A (zh) * 2004-10-29 2006-05-03 中国科学院研究生院 基于上下文的半结构化数据语义提取的处理方法
CN102682122A (zh) * 2012-05-15 2012-09-19 北京科技大学 基于本体构建材料科学领域语义数据模型的方法
US20140236860A1 (en) * 2013-02-19 2014-08-21 Ray Camrass system allowing banks to diversify their loan portfolios via exchanging loans
CN104063502A (zh) * 2014-07-08 2014-09-24 中南大学 一种基于语义模型的wsdl半结构化文档相似性分析及分类方法
US20160364377A1 (en) * 2015-06-12 2016-12-15 Satyanarayana Krishnamurthy Language Processing And Knowledge Building System
CN106919674A (zh) * 2017-02-20 2017-07-04 广东省中医院 一种基于Wiki语义网络构建的知识问答系统及智能检索方法
CN108804409A (zh) * 2017-04-28 2018-11-13 西安科技大市场创新云服务股份有限公司 一种语义检索方法和装置
KR20190015797A (ko) * 2017-08-07 2019-02-15 강준철 인공지능(ai)을 통한 딥러닝훈련모듈과, 순위화프레임워크모듈을 활용하여, 법률전문가에게 최적화된 모범답안을 제시하는 한편, 법률정보를 의미 벡터로 변환하여, 데이터베이스에 저장하고, 이에 대한 문자열 사전모듈을 활용한 온라인 법률정보사전을 제공하는 시스템 및 그 방법

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
LIU, MF等: "Recognizing semantic correlation in image-text weibo via feature space mapping", 《 COMPUTER VISION AND IMAGE UNDERSTANDING》, 12 April 2017 (2017-04-12), pages 58 - 66 *
张祖平,徐昕,龙军,袁鑫攀: "文本相似性度量中参数相关性与优化配置研究", 《小型微型计算机系统》, 15 May 2011 (2011-05-15), pages 983 *
闫晓妍: "基于语义Wiki的知识检索研究", 《图书馆学研究》, 31 December 2010 (2010-12-31), pages 1 - 3 *

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EP3783522A1 (en) 2021-02-24
EP3783522A4 (en) 2021-11-24
US20220129635A1 (en) 2022-04-28
WO2020258303A1 (zh) 2020-12-30
CN112449700B (zh) 2024-09-24

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