CN106339602A - Intelligent consulting robot - Google Patents

Intelligent consulting robot Download PDF

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Publication number
CN106339602A
CN106339602A CN201610804147.5A CN201610804147A CN106339602A CN 106339602 A CN106339602 A CN 106339602A CN 201610804147 A CN201610804147 A CN 201610804147A CN 106339602 A CN106339602 A CN 106339602A
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unit
platform
intelligent
knowledge
connects
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CN106339602B (en
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丁腊春
薛征
徐军
张志展
张驰
黄柯晶
黄沛沛
张俊杰
朱向南
石雷
魏浩文
王译
黄春雷
陈东兴
徐沁
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HANCLOUDCLINIC Ltd.
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丁腊春
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/30Semantic analysis

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
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  • General Physics & Mathematics (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
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Abstract

The invention discloses an intelligent consulting robot, comprising a human-computer interaction platform, a cloud platform, an inquiry record module, a knowledge platform and a personal health record platform, wherein the human-computer interaction platform is connected with the cloud platform by a 4G network or wireless fidelity (WIFI); the knowledge platform and the personal health record platform are respectively connected with the cloud platform; the cloud platform is connected with the inquiry record module. According to the intelligent consulting robot provided by the invention, by applying medical treatment and internet in the field of women and children health care, an medical internet application with specialist characteristics and platform interaction is popularized and established; furthermore, a women and children feature library and a mathematical model are established by using an intelligent and precise matching technology, so that early technical validation is provided for future gene-targeted precise medical treatment.

Description

A kind of intelligent consulting robot
Technical field
The present invention relates to women and children's health care is and in particular to a kind of intelligent consulting machine based on intelligent medical health service People.
Background technology
At present, in recent years multinomial emerging internet technology appearance so that in traditional medical industry two be difficult to for many years The problem resource configuration solving is uneven, information asymmetry, is expected to by the reinventing of medical profession flow process, mobile interchange Even the solving with to obtain improving of the new technologies such as net, Internet of Things, cloud computing, big data and 4g communication.So that being based on these Internet technology can make intelligent medical health service new model.
Present women and children's management remains in closing, in traditional management system, particularly country's relieving two child's policies Afterwards, the shortage of medical resource just more seems obvious, the appearance of particularly above the average age for marriage pregnant woman, and consulting of visiting every time is cumbersome, very Inconvenience.How to find a specification, seem can in conjunction with the system of oneself health status and product especially urgent in real time and just Cut.
Content of the invention
The present invention be directed to the problems referred to above, there is provided a kind of intelligent consulting robot, including man-machine interactive platform, cloud platform, Interrogation logging modle, knowledge platform, personal health archives platform;Described man-machine interactive platform passes through 4g network or wifi connects Cloud platform;Described knowledge platform and personal health archives platform connect cloud platform respectively;Described cloud platform connects interrogation record mould Block;Described man-machine interactive platform includes input module, output module, memory module;Described input module includes phonetic entry list Unit, key input unit, dummy keyboard input block;Described output module includes voice-output unit, screen display unit, disappears Breath modular unit;Described cloud platform include natural language unit, rear structuring unit, semantics identity unit, intelligent search unit, Intelligent response unit connects natural language unit;Structuring unit after described natural language unit connection;Described rear structuring list Unit connects semantics identity unit;Described semantics identity unit connects knowledge platform;Described knowledge platform connects intelligent search unit; Described intelligent search unit connects intelligent response unit;Described intelligent response unit connects;Described knowledge platform includes specialty and knows Know library module;Described professional knowledge library module includes practice guidelines unit, document guide unit, pharmacology guide unit;Described People's health account platform includes his unit, survey report unit, audit report unit, health check-up reporting unit, electronic health record list Unit, health account unit;Described electronic health record unit associates health account unit.
Further, the function of described semantics identity unit is:
The structuring element file record being formed after the structured process of natural language, it is right to be realized by different language librarys The understanding of multilingual and search work are it is achieved that the Intelligent Recognition of the dialect Feature Semantics in semanteme particularly region;
By modules such as clause identification, syntactic match, session ruleses, on the basis of meaning of a word conceptual base and corpus, reason Solution natural language;Set up semantic base and dictionary, the information of all words, enter semanteme including morphology, part of speech, the semantic content that connects Analysis platform;Set up syntax rule: syntax rule parses the structure of sentence: subject, predicate, direct or indirect object, sentence language Method chart rule;Set up semantic rules and template: high-end semantic analysis rule and pattern definition, according to syntax rule, the meaning of a word Calculate with semantic dependency, system understanding content is simultaneously expressed with suitable semantic template;Set up concept class tree: stratification words structure Change topological network shape language definition: ontology, hyperonym, wordnet, synset and more abstract or materialization or The related class definition in more field;Set up session rules: by processing layer by layer and analyzing, draw the meaning of content according to user view Justice.
Further, the function of described intelligent search unit is: to structurized semantic special using artificial neural network Some non-linear adaptive information processings, overcome traditional artificial intelligence method for intuition, such as pattern, speech recognition, non-knot The defect of structure information processing aspect, in conjunction with women and children knowledge professional storehouse system realize women and children's pattern-recognition, state recognition, combination excellent The function such as change, predict;There is provided a diagnosis and treatment proposed projects combining personal touch and historic state for women and children user.
Advantages of the present invention:
A kind of intelligent consulting robot of the present invention, by " medical treatment+internet " women and children's medical health field fortune With promoting the medical the Internet, applications setting up " training feature+platform interdynamic ";It is that woman is set up with intelligent accurate matching technique simultaneously Young feature database and Mathematical Modeling, for providing prior art checking with gene for the precisely medical treatment of targeting in the future.
In addition to objects, features and advantages described above, the present invention also has other objects, features and advantages. Below with reference to figure, the present invention is further detailed explanation.
Brief description
The accompanying drawing constituting the part of the application is used for providing a further understanding of the present invention, the schematic reality of the present invention Apply example and its illustrate, for explaining the present invention, not constituting inappropriate limitation of the present invention.
Fig. 1 is a kind of intelligent consulting robot general frame flow chart of the present invention;
Fig. 2 is a kind of rear structuring element mark flow process flow chart of intelligent consulting robot of the present invention;
Fig. 3 is a kind of semantics identity flow chart of intelligent consulting robot of the present invention;
Fig. 4 is a kind of intelligent search flow chart of intelligent consulting robot of the present invention;
Fig. 5 is a kind of consulting flow chart of intelligent consulting robot of the present invention.
Specific embodiment
In order that the objects, technical solutions and advantages of the present invention become more apparent, below in conjunction with drawings and Examples, right The present invention is further elaborated.It should be appreciated that specific embodiment described herein is only in order to explain the present invention, and It is not used in the restriction present invention.
With reference to Fig. 1, a kind of intelligent consulting robot as shown in Figure 1, include man-machine interactive platform, cloud platform, interrogation are remembered Record module, knowledge platform, personal health archives platform;Described man-machine interactive platform passes through 4g network or wifi connects cloud and puts down Platform;Described knowledge platform and personal health archives platform connect cloud platform respectively;Described cloud platform connects interrogation logging modle;Institute State man-machine interactive platform and include input module, output module, memory module;Described input module includes voice-input unit, key Disk input block, dummy keyboard input block;Described output module includes voice-output unit, screen display unit, message mould Module unit;Described cloud platform includes natural language unit, rear structuring unit, semantics identity unit, intelligent search unit, intelligence Response unit connects natural language unit;Structuring unit after described natural language unit connection;Described rear structuring unit is even Connect semantics identity unit;Described semantics identity unit connects knowledge platform;Described knowledge platform connects intelligent search unit;Described Intelligent search unit connects intelligent response unit;Described intelligent response unit connects;Described knowledge platform includes specialized knowledge base Module;Described professional knowledge library module includes practice guidelines unit, document guide unit, pharmacology guide unit;Described personal strong Health archives platform includes his unit, survey report unit, audit report unit, health check-up reporting unit, electronic health record unit, is good for Health archives unit;Described electronic health record unit associates health account unit.
Fig. 2 is a kind of rear structuring element mark flow process flow chart of intelligent consulting robot of the present invention;With reference to Fig. 2, As shown in Fig. 2 the structured mark of natural language is processed, women and children's terminology bank also passes through structuring element mark and processes simultaneously, Become structuring element eventually.
With reference to Fig. 3, the function of described semantics identity unit as shown in Figure 3 is:
The structuring element file record being formed after the structured process of natural language, it is right to be realized by different language librarys The understanding of multilingual and search work are it is achieved that the Intelligent Recognition of the dialect Feature Semantics in semanteme particularly region;
By modules such as clause identification, syntactic match, session ruleses, on the basis of meaning of a word conceptual base and corpus, reason Solution natural language;Set up semantic base and dictionary, the information of all words, enter semanteme including morphology, part of speech, the semantic content that connects Analysis platform;Set up syntax rule: syntax rule parses the structure of sentence: subject, predicate, direct or indirect object, sentence language Method chart rule;Set up semantic rules and template: high-end semantic analysis rule and pattern definition, according to syntax rule, the meaning of a word Calculate with semantic dependency, system understanding content is simultaneously expressed with suitable semantic template;Set up concept class tree: stratification words structure Change topological network shape language definition: ontology, hyperonym, wordnet, synset and more abstract or materialization or The related class definition in more field;Set up session rules: by processing layer by layer and analyzing, draw the meaning of content according to user view Justice.
With reference to Fig. 4, the function of described intelligent search unit as shown in Figure 4 is: to structurized semanteme using manually god Through network distinctive non-linear adaptive information processing, overcome traditional artificial intelligence method for intuition, such as pattern, voice are known Not, the defect of unstructured information process aspect, realizes women and children's pattern-recognition in conjunction with women and children knowledge professional storehouse system, state is known Not, the function such as Combinatorial Optimization, prediction;There is provided a diagnosis and treatment suggestion side combining personal touch and historic state for women and children user Case.
Fig. 5 is a kind of consulting flow chart of intelligent consulting robot of the present invention, with reference to Fig. 5, as shown in figure 5, pregnant woman exists Family opens consulting robot and connects wifi/4g network, and intelligent consulting robot is automatically coupled with cloud center and carried out identity After identification, pregnant woman passes through voice or manually enters problem, and robot transmits information to cloud service center automatically, by patient master It is to be consulted to cloud center real-time processing module etc. that all historical informations of this pregnant woman had access in index.Cloud is centrally through natural to pregnant woman Language carries out rear structuring process, semantics recognition, in conjunction with personal health archives, history counseling problem, diagnosis and treatment scheme base is carried out Intelligent search screens, and is that pregnant woman preferably recommends personalized diagnosis and treatment scheme, and pregnant woman can also pass through the interior of constantly improve counseling problem Hold and obtain accurately personal diagnosis and treatment scheme.
A kind of intelligent consulting robot of the present invention, by " medical treatment+internet " women and children's medical health field fortune With promoting the medical the Internet, applications setting up " training feature+platform interdynamic ";It is that woman is set up with intelligent accurate matching technique simultaneously Young feature database and Mathematical Modeling, for providing prior art checking with gene for the precisely medical treatment of targeting in the future.
The foregoing is only presently preferred embodiments of the present invention, not in order to limit the present invention, all spirit in the present invention and Within principle, any modification, equivalent substitution and improvement made etc., should be included within the scope of the present invention.

Claims (3)

1. a kind of intelligent consulting robot is it is characterised in that include man-machine interactive platform, cloud platform, interrogation logging modle, knowledge Platform, personal health archives platform;Described man-machine interactive platform passes through 4g network or wifi connects cloud platform;Described knowledge is put down Platform and personal health archives platform connect cloud platform respectively;Described cloud platform connects interrogation logging modle;Described man-machine interaction is put down Platform includes input module, output module, memory module;Described input module includes voice-input unit, key input unit, void Intend key input unit;Described output module includes voice-output unit, screen display unit, message module unit;Described cloud Platform includes natural language unit, rear structuring unit, semantics identity unit, intelligent search unit, the connection of intelligent response unit Natural language unit;Structuring unit after described natural language unit connection;Described rear structuring unit connects semantics identity list Unit;Described semantics identity unit connects knowledge platform;Described knowledge platform connects intelligent search unit;Described intelligent search unit Connect intelligent response unit;Described intelligent response unit connects;Described knowledge platform includes professional knowledge library module;Described specialty Base module includes practice guidelines unit, document guide unit, pharmacology guide unit;Described personal health archives platform includes His unit, survey report unit, audit report unit, health check-up reporting unit, electronic health record unit, health account unit;Described Electronic health record unit associates health account unit.
2. intelligent consulting robot according to claim 1 is it is characterised in that the function of described semantics identity unit is:
The structuring element file record being formed after the structured process of natural language, is realized to multiple by different language librarys The understanding of language and search work are it is achieved that the Intelligent Recognition of the dialect Feature Semantics in semanteme particularly region;
By modules such as clause identification, syntactic match, session ruleses, on the basis of meaning of a word conceptual base and corpus, understand certainly So language;Set up semantic base and dictionary, the information of all words, enter semantic analysis including morphology, part of speech, the semantic content that connects Platform;Set up syntax rule: syntax rule parses the structure of sentence: subject, predicate, direct or indirect object, Sentence Grammar figure Table rule;Set up semantic rules and template: high-end semantic analysis rule and pattern definition, according to syntax rule, the meaning of a word and language Adopted correlation calculations, system understanding content is simultaneously expressed with suitable semantic template;Set up concept class tree: stratification words are structurized Topological network shape language definition: ontology, hyperonym, wordnet, synset and more abstract or materialization or more lead The related class definition in domain;Set up session rules: by processing layer by layer and analyzing, draw the meaning of content according to user view.
3. intelligent consulting robot according to claim 1 is it is characterised in that the function of described intelligent search unit is: Artificial neural network distinctive non-linear adaptive information processing is adopted to structurized semanteme, overcomes traditional artificial intelligence side For intuition, defect such as in terms of pattern, speech recognition, unstructured information process, in conjunction with women and children knowledge professional storehouse system for method Realize the functions such as women and children's pattern-recognition, state recognition, Combinatorial Optimization, prediction;There is provided one for women and children user and combine personal touch And the diagnosis and treatment proposed projects of historic state.
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Cited By (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107491655A (en) * 2017-08-31 2017-12-19 康安健康管理咨询(常熟)有限公司 Liver diseases information intelligent consultation method and system based on machine learning
CN108563633A (en) * 2018-03-29 2018-09-21 腾讯科技(深圳)有限公司 A kind of method of speech processing and server
WO2018176935A1 (en) * 2017-04-01 2018-10-04 南京阿凡达机器人科技有限公司 Health management platform and management method based on children-oriented robot
CN109685590A (en) * 2017-10-18 2019-04-26 北京医联蓝卡在线科技有限公司 A kind of system and method for intelligent medicine purchase
CN109961853A (en) * 2019-03-26 2019-07-02 中国疾病预防控制中心妇幼保健中心 Acquisition methods, device and the server of breast-feeding medical information
CN110136798A (en) * 2019-04-18 2019-08-16 广州城市职业学院 A kind of nutrition and health consultation robot and its working method
CN110263183A (en) * 2019-06-20 2019-09-20 珠海格力电器股份有限公司 A kind of smart home DSS and decision support method
CN110349677A (en) * 2019-06-26 2019-10-18 秒针信息技术有限公司 Searching method and device, storage medium, the electronic device of medical data
CN111341447A (en) * 2020-02-14 2020-06-26 京东方科技集团股份有限公司 Health management system and method
CN111627546A (en) * 2020-06-04 2020-09-04 曹庆恒 Method, system and equipment for managing use rules of medical instruments
CN111627545A (en) * 2020-06-04 2020-09-04 曹庆恒 Management method, system and equipment for medical examination and inspection rules
CN112388643A (en) * 2020-09-24 2021-02-23 中山大学 Multifunctional health science popularization robot
CN112669927A (en) * 2020-12-30 2021-04-16 湖南鸿鸬智能科技有限公司 Household health service system
TWI773936B (en) * 2019-10-29 2022-08-11 潘人豪 A method that can perform content analysis based on voice information to recommend experts

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CN111724873B (en) * 2020-06-18 2024-01-09 北京嘉和海森健康科技有限公司 Data processing method and device

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101086750A (en) * 2006-06-09 2007-12-12 虞玲华 A liverish expert system based on instant message
CN101118554A (en) * 2007-09-14 2008-02-06 中兴通讯股份有限公司 Intelligent interactive request-answering system and processing method thereof
CN103488859A (en) * 2012-06-15 2014-01-01 国家人口计生委科学技术研究所 Intelligent expert consulting system
CN103761412A (en) * 2013-02-27 2014-04-30 朱威 Medical treatment information analysis and consultation system
CN105260588A (en) * 2015-10-23 2016-01-20 福建优安米信息科技有限公司 Health protection robot system and data processing method thereof
CN105468900A (en) * 2015-11-20 2016-04-06 邹远强 Intelligent medical record input platform based on knowledge base

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101086750A (en) * 2006-06-09 2007-12-12 虞玲华 A liverish expert system based on instant message
CN101118554A (en) * 2007-09-14 2008-02-06 中兴通讯股份有限公司 Intelligent interactive request-answering system and processing method thereof
CN103488859A (en) * 2012-06-15 2014-01-01 国家人口计生委科学技术研究所 Intelligent expert consulting system
CN103761412A (en) * 2013-02-27 2014-04-30 朱威 Medical treatment information analysis and consultation system
CN105260588A (en) * 2015-10-23 2016-01-20 福建优安米信息科技有限公司 Health protection robot system and data processing method thereof
CN105468900A (en) * 2015-11-20 2016-04-06 邹远强 Intelligent medical record input platform based on knowledge base

Cited By (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018176935A1 (en) * 2017-04-01 2018-10-04 南京阿凡达机器人科技有限公司 Health management platform and management method based on children-oriented robot
CN107491655A (en) * 2017-08-31 2017-12-19 康安健康管理咨询(常熟)有限公司 Liver diseases information intelligent consultation method and system based on machine learning
CN107491655B (en) * 2017-08-31 2020-08-25 上海柯棣健康管理咨询有限公司 Liver disease information intelligent consultation system based on machine learning
CN109685590A (en) * 2017-10-18 2019-04-26 北京医联蓝卡在线科技有限公司 A kind of system and method for intelligent medicine purchase
CN108563633A (en) * 2018-03-29 2018-09-21 腾讯科技(深圳)有限公司 A kind of method of speech processing and server
CN109961853A (en) * 2019-03-26 2019-07-02 中国疾病预防控制中心妇幼保健中心 Acquisition methods, device and the server of breast-feeding medical information
CN110136798A (en) * 2019-04-18 2019-08-16 广州城市职业学院 A kind of nutrition and health consultation robot and its working method
CN110263183A (en) * 2019-06-20 2019-09-20 珠海格力电器股份有限公司 A kind of smart home DSS and decision support method
CN110349677A (en) * 2019-06-26 2019-10-18 秒针信息技术有限公司 Searching method and device, storage medium, the electronic device of medical data
TWI773936B (en) * 2019-10-29 2022-08-11 潘人豪 A method that can perform content analysis based on voice information to recommend experts
CN111341447A (en) * 2020-02-14 2020-06-26 京东方科技集团股份有限公司 Health management system and method
CN111627546A (en) * 2020-06-04 2020-09-04 曹庆恒 Method, system and equipment for managing use rules of medical instruments
CN111627545A (en) * 2020-06-04 2020-09-04 曹庆恒 Management method, system and equipment for medical examination and inspection rules
CN112388643A (en) * 2020-09-24 2021-02-23 中山大学 Multifunctional health science popularization robot
CN112669927A (en) * 2020-12-30 2021-04-16 湖南鸿鸬智能科技有限公司 Household health service system

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