CN110119451A - A kind of knowledge mapping construction method based on relation inference - Google Patents
A kind of knowledge mapping construction method based on relation inference Download PDFInfo
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- CN110119451A CN110119451A CN201910379166.1A CN201910379166A CN110119451A CN 110119451 A CN110119451 A CN 110119451A CN 201910379166 A CN201910379166 A CN 201910379166A CN 110119451 A CN110119451 A CN 110119451A
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- knowledge
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- knowledge mapping
- mapping
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- 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
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/04—Inference or reasoning models
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- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Computational Linguistics (AREA)
- Physics & Mathematics (AREA)
- Animal Behavior & Ethology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Databases & Information Systems (AREA)
- Artificial Intelligence (AREA)
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- Computing Systems (AREA)
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- Software Systems (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The invention discloses a kind of knowledge mapping construction method based on relation inference, which is characterized in that medical knowledge extracts, medical knowledge fusion, constructs and improve knowledge mapping.The technical characteristic that the medical knowledge of knowledge mapping extracts, medical knowledge merges, realizes the collection and processing of medical knowledge, helps to improve the quality and efficiency of medical data.Secondly, constructing and improving the technical characteristic of knowledge mapping, it is the foundation stone for realizing intelligent medical treatment, is expected to bring more efficient accurately medical services.
Description
Technical field
The present invention relates to computer software technologies.
Background technique
The predecessor of knowledge mapping is semantic net, it absorbs the theory of semantic net, ontology in terms of knowledge organization and expression,
So that knowledge is easier to exchange, circulate and process between computer and people between the computers.It is built by knowledge mapping technology
The knowledge mapping in vertical medical professionalism field, extracts medical knowledge from mass data, and rationally efficiently it is managed,
Shared and application, to current medical industry important in inhibiting, and the research hotspot of many enterprises and research institution.
The present invention is based on considerations above, have invented a kind of knowledge mapping construction method based on relation inference, have very strong
Scalability and friendly.
Summary of the invention
Problem to be solved by this invention is using knowledge mapping technical treatment health medical treatment data.
To solve the above problems, the scheme that the present invention uses are as follows:
Knowledge is extracted from various structurings, semi-structured medical data knowledge sources and knowledge fusion is carried out to it, benefit
With Knowledge Extraction, the relevant technology of entity link, unstructured and semi-structured data is extracted and converted, forms knowledge
The knowledge of map form.Then the pass based on figure, based on TransE relation inference model, proposition ZPTransH model is used
It is perfect to be that inference technology carries out the building of knowledge mapping.
The beneficial effect comprise that
1, the building of knowledge mapping is realized.
2, the perfect of knowledge mapping is realized.
Detailed description of the invention
Fig. 1 is the building of the knowledge mapping of the embodiment of the present invention.
Fig. 2 is the perfect of the knowledge mapping of the embodiment of the present invention.
Specific embodiment
Following embodiments illustrate the present invention with health medical treatment data access knowledge mapping.
This system include: the building of knowledge mapping, knowledge mapping it is perfect.
The Web service of embodiment uses J2EE framework.
Claims (2)
1. the knowledge mapping construction method according to claim 1 based on relation inference, which is characterized in that the medicine
Knowledge Extraction, medical knowledge fusion include that the process of building medical knowledge map need to be extracted by medical knowledge, medical knowledge melts
The process of conjunction is extracted and is turned to unstructured and semi-structured data using Knowledge Extraction, the relevant technology of entity link
It changes, forms the knowledge of knowledge mapping form.
2. the knowledge mapping construction method according to claim 1 based on relation inference, which is characterized in that the building
With to improve knowledge mapping include based on figure, based on TransE relation inference model, ZPTransH model construction and improves knowledge
Map.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910379166.1A CN110119451A (en) | 2019-05-08 | 2019-05-08 | A kind of knowledge mapping construction method based on relation inference |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910379166.1A CN110119451A (en) | 2019-05-08 | 2019-05-08 | A kind of knowledge mapping construction method based on relation inference |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN110119451A true CN110119451A (en) | 2019-08-13 |
Family
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Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
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| CN201910379166.1A Pending CN110119451A (en) | 2019-05-08 | 2019-05-08 | A kind of knowledge mapping construction method based on relation inference |
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| CN (1) | CN110119451A (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110609907A (en) * | 2019-09-17 | 2019-12-24 | 湖南大学 | Medicine field knowledge reasoning method based on random walk |
| CN116187446A (en) * | 2023-05-04 | 2023-05-30 | 中国人民解放军国防科技大学 | Knowledge graph completion method, device and equipment based on self-adaptive attention mechanism |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109145120A (en) * | 2018-07-02 | 2019-01-04 | 北京妙医佳信息技术有限公司 | The Relation extraction method and system of medical health domain knowledge map |
| US20190035505A1 (en) * | 2017-07-31 | 2019-01-31 | Boe Technology Group Co., Ltd. | Intelligent triage server, terminal and system based on medical knowledge base (mkb) |
-
2019
- 2019-05-08 CN CN201910379166.1A patent/CN110119451A/en active Pending
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20190035505A1 (en) * | 2017-07-31 | 2019-01-31 | Boe Technology Group Co., Ltd. | Intelligent triage server, terminal and system based on medical knowledge base (mkb) |
| CN109145120A (en) * | 2018-07-02 | 2019-01-04 | 北京妙医佳信息技术有限公司 | The Relation extraction method and system of medical health domain knowledge map |
Non-Patent Citations (3)
| Title |
|---|
| 俞思伟 等: "基于知识图谱的智能医疗研究", 《医疗卫生装备》 * |
| 袁凯琦 等: "医学知识图谱构建技术与研究进展", 《计算机应用研究》 * |
| 陈德华 等: "一种面向临床领域时序知识图谱的链接预测模型", 《计算机研究与发展》 * |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110609907A (en) * | 2019-09-17 | 2019-12-24 | 湖南大学 | Medicine field knowledge reasoning method based on random walk |
| CN116187446A (en) * | 2023-05-04 | 2023-05-30 | 中国人民解放军国防科技大学 | Knowledge graph completion method, device and equipment based on self-adaptive attention mechanism |
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| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| WD01 | Invention patent application deemed withdrawn after publication | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20190813 |