SG11202103961QA - Medical knowledge graph question answering processing method, device, apparatus, and storage medium - Google Patents

Medical knowledge graph question answering processing method, device, apparatus, and storage medium

Info

Publication number
SG11202103961QA
SG11202103961QA SG11202103961QA SG11202103961QA SG11202103961QA SG 11202103961Q A SG11202103961Q A SG 11202103961QA SG 11202103961Q A SG11202103961Q A SG 11202103961QA SG 11202103961Q A SG11202103961Q A SG 11202103961QA SG 11202103961Q A SG11202103961Q A SG 11202103961QA
Authority
SG
Singapore
Prior art keywords
storage medium
processing method
knowledge graph
question answering
medical knowledge
Prior art date
Application number
SG11202103961QA
Other languages
English (en)
Inventor
Wei Zhu
Xin Liang
Yuan Ni
Guotong Xie
Original Assignee
Ping An Technology Shenzhen Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Ping An Technology Shenzhen Co Ltd filed Critical Ping An Technology Shenzhen Co Ltd
Publication of SG11202103961QA publication Critical patent/SG11202103961QA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28—Databases characterised by their database models, e.g. relational or object models
    • G06F16/284—Relational databases
    • G06F16/288—Entity relationship models
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33—Querying
    • G06F16/332—Query formulation
    • G06F16/3329—Natural language query formulation or dialogue systems
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/36—Creation of semantic tools, e.g. ontology or thesauri
    • G06F16/367—Ontology
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Human Computer Interaction (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
SG11202103961QA 2019-07-19 2020-06-28 Medical knowledge graph question answering processing method, device, apparatus, and storage medium SG11202103961QA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201910655569.4A CN110532360A (zh) 2019-07-19 2019-07-19 医疗领域知识图谱问答处理方法、装置、设备及存储介质
PCT/CN2020/098534 WO2021012878A1 (zh) 2019-07-19 2020-06-28 医疗领域知识图谱问答处理方法、装置、设备及存储介质

Publications (1)

Publication Number Publication Date
SG11202103961QA true SG11202103961QA (en) 2021-05-28

Family

ID=68660502

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202103961QA SG11202103961QA (en) 2019-07-19 2020-06-28 Medical knowledge graph question answering processing method, device, apparatus, and storage medium

Country Status (3)

Country Link
CN (1) CN110532360A (zh)
SG (1) SG11202103961QA (zh)
WO (1) WO2021012878A1 (zh)

Families Citing this family (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110532360A (zh) * 2019-07-19 2019-12-03 平安科技（深圳）有限公司 医疗领域知识图谱问答处理方法、装置、设备及存储介质
CN111191035B (zh) * 2019-12-30 2022-07-19 四川大学华西医院 一种识别肺癌临床数据库文本实体的方法及装置
CN111341456B (zh) * 2020-02-21 2024-02-23 中南大学湘雅医院 糖尿病足知识图谱生成方法、装置及可读存储介质
CN113434627A (zh) * 2020-03-18 2021-09-24 中国电信股份有限公司 工单的处理方法、装置和计算机可读存储介质
CN112307215A (zh) * 2020-04-20 2021-02-02 北京沃东天骏信息技术有限公司 数据处理方法、装置及计算机可读存储介质
CN111694942A (zh) * 2020-05-29 2020-09-22 平安科技（深圳）有限公司 问答方法、装置、设备及计算机可读存储介质
CN112148884B (zh) * 2020-08-21 2023-09-22 北京阿叟阿巴科技有限公司 用于孤独症干预的系统及方法
CN112466463B (zh) * 2020-12-10 2023-08-18 求臻医学科技(浙江)有限公司 基于肿瘤精准诊疗知识图谱的智能解答系统
CN112786144B (zh) * 2021-01-29 2024-04-02 北京百度网讯科技有限公司 知识图谱的方法、医嘱质控的方法、装置、设备和介质
CN113127626B (zh) * 2021-04-22 2024-04-30 广联达科技股份有限公司 基于知识图谱的推荐方法、装置、设备及可读存储介质
CN113190645A (zh) * 2021-05-31 2021-07-30 国家电网有限公司大数据中心 一种索引结构建立方法、装置、设备及存储介质
CN115510196A (zh) * 2021-06-07 2022-12-23 马上消费金融股份有限公司 知识图谱的构建方法、问答方法、装置和存储介质
CN113641807B (zh) * 2021-07-28 2024-05-24 北京百度网讯科技有限公司 对话推荐模型的训练方法、装置、设备和存储介质
CN114118057A (zh) * 2021-10-29 2022-03-01 北京达佳互联信息技术有限公司 句向量模型生成、数据召回方法、装置、电子设备及存储介质
CN114416941B (zh) * 2021-12-28 2023-09-05 北京百度网讯科技有限公司 融合知识图谱的对话知识点确定模型的生成方法及装置
CN115762813B (zh) * 2023-01-09 2023-04-18 之江实验室 一种基于患者个体知识图谱的医患交互方法及系统
CN115982335B (zh) * 2023-02-14 2024-06-18 智慧眼科技股份有限公司 一种主动式ai医疗问答系统、方法、设备及存储介质
CN117407541B (zh) * 2023-12-15 2024-03-29 中国科学技术大学 一种基于知识增强的知识图谱问答方法

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106844368B (zh) * 2015-12-03 2020-06-16 华为技术有限公司 用于人机对话的方法、神经网络系统和用户设备
CN107748757B (zh) * 2017-09-21 2021-05-07 北京航空航天大学 一种基于知识图谱的问答方法
CN109522393A (zh) * 2018-10-11 2019-03-26 平安科技（深圳）有限公司 智能问答方法、装置、计算机设备和存储介质
CN109271504B (zh) * 2018-11-07 2021-06-25 爱因互动科技发展（北京）有限公司 基于知识图谱的推理对话的方法
CN109543018A (zh) * 2018-11-23 2019-03-29 北京羽扇智信息科技有限公司 答案生成方法、装置、电子设备及存储介质
CN109710738A (zh) * 2018-12-24 2019-05-03 广州天鹏计算机科技有限公司 药物问询方法、装置、系统、计算机设备和存储介质
CN110532360A (zh) * 2019-07-19 2019-12-03 平安科技（深圳）有限公司 医疗领域知识图谱问答处理方法、装置、设备及存储介质

Also Published As

Publication number Publication date
WO2021012878A1 (zh) 2021-01-28
CN110532360A (zh) 2019-12-03

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