CN109872816A - The chronic obstructive disease of lung consultation method of knowledge based map, device and system - Google Patents
The chronic obstructive disease of lung consultation method of knowledge based map, device and system Download PDFInfo
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- CN109872816A CN109872816A CN201910112135.XA CN201910112135A CN109872816A CN 109872816 A CN109872816 A CN 109872816A CN 201910112135 A CN201910112135 A CN 201910112135A CN 109872816 A CN109872816 A CN 109872816A
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Abstract
This application involves chronic obstructive disease of lung consultation method, device, system, computer equipment and the storage mediums of a kind of knowledge based map.The described method includes: receiving user terminal for the selection operation information of chronic obstructive disease of lung consulting word；Determine that target seeks advice from word in chronic obstructive disease of lung consulting word according to the selection operation information；In preset chronic obstructive pulmonary disease knowledge mapping, inquiry chronic obstructive disease of lung corresponding with target consulting word seeks advice from answer；The user terminal is sent by chronic obstructive disease of lung consulting answer.It can accurately be answered about chronic obstructive disease of lung problem using this method.
Description
Technical field
This application involves disease data processing technology fields, more particularly to a kind of chronic obstructive disease of lung of knowledge based map
Consultation method, device and system.
Background technique
Question answering system is increasingly by the welcome of user.In general, user can be inquired some current by question answering system
Hot issue or common-sense problem.Question answering system would generally identify the keyword of user institute inquiry, according to keyword in data
Answer is matched in library, and feeds back to user.
In practical application, user may be inquired by question answering system it is some about disease the problem of.Current question and answer system
System only can recognize that the disease name in problem, all information relevant to the disease then be searched out, as answer feedback
To user.However, the answer of question answering system includes content largely unrelated with the problem of user, thus there are one kind answer it is non-
The case where asked.
Therefore, there is can not accurately be answered the chronic obstructive disease of lung aiming at the problem that current question answering system.
Summary of the invention
Based on this, it is necessary in view of the above technical problems, provide a kind of chronic obstructive disease of lung issuer of knowledge based map
Method, device, computer equipment and storage medium.
A kind of chronic obstructive disease of lung consultation method of knowledge based map, comprising:
User terminal is received for the selection operation information of chronic obstructive disease of lung consulting word；
Determine that target seeks advice from word in chronic obstructive disease of lung consulting word according to the selection operation information；
In preset chronic obstructive pulmonary disease knowledge mapping, inquiry chronic obstructive disease of lung consulting corresponding with target consulting word is answered
Case；
The user terminal is sent by chronic obstructive disease of lung consulting answer.
In one embodiment, the selection operation information includes entity selection operation information and relationship selection operation letter
Breath；The target consulting word includes target consulting entity and target counseling relationship；It is described according to the selection operation information, pre-
In the chronic obstructive disease of lung consulting word deposited, determine that target seeks advice from word, comprising:
The target is determined in the chronic obstructive disease of lung consulting word prestored according to the entity selection operation information
Seek advice from entity；
The target is determined in the chronic obstructive disease of lung consulting word prestored according to the relationship selection operation information
Counseling relationship.
In one embodiment, the chronic obstructive pulmonary disease knowledge mapping includes map entity, has figure between different map entities
Genealogical relationship；It is described in preset chronic obstructive pulmonary disease knowledge mapping, inquiry and the corresponding chronic obstructive disease of lung official communication of target consulting word
Ask answer, comprising:
In preset chronic obstructive pulmonary disease knowledge mapping, inquiry target map entity corresponding with target consulting word and mesh
It marks on a map genealogical relationship；
According to the target map entity and target map relationship, the corresponding institute in the chronic obstructive pulmonary disease knowledge mapping is inquired
State chronic obstructive disease of lung consulting answer.
In one embodiment, described according to the target map entity and target map relationship, inquire the chronic obstructive pulmonary disease
The corresponding chronic obstructive disease of lung in knowledge mapping seeks advice from answer, comprising:
In the map entity for choosing the chronic obstructive pulmonary disease knowledge mapping, there is the pass of map relationship with the target map entity
Join map entity；
When the map relationship is the target map relationship, corresponding association map entity is set as chronic obstructive disease of lung
Seek advice from answer.
In one embodiment, described according to the target map entity and target map relationship, inquire the chronic obstructive pulmonary disease
The corresponding chronic obstructive disease of lung in knowledge mapping seeks advice from answer, comprising:
Two figures undetermined in the map entity for choosing the chronic obstructive pulmonary disease knowledge mapping, with the target map relationship
Compose entity；
When in described two map entities undetermined including the target map entity, will be removed in the map entity undetermined
Another map entity undetermined except the target map entity seeks advice from answer as the chronic obstructive disease of lung.
In one embodiment, described in preset chronic obstructive pulmonary disease knowledge mapping, inquiry is opposite with target consulting word
Before the step of chronic obstructive disease of lung consulting answer answered, further includes:
The medical record information relevant to chronic obstructive pulmonary disease for extracting storage, converts structured medical feature for the medical record information；
Entity node corresponding with the structured medical feature is generated, and, it obtains corresponding between the entity node
Incidence relation；
According to chronic obstructive pulmonary disease knowledge mapping described in the entity node and the corresponding incidence relation component.
A kind of chronic obstructive disease of lung counseling apparatus of knowledge based map, comprising:
Selection operation information receiving module, for receiving user terminal for the selection operation of chronic obstructive disease of lung consulting word
Information；
Target seeks advice from word determining module, for being seeked advice from word in the chronic obstructive disease of lung according to the selection operation information,
Determine that target seeks advice from word；
Chronic obstructive disease of lung seeks advice from answer and obtains module, for inquiring and the mesh in preset chronic obstructive pulmonary disease knowledge mapping
The corresponding chronic obstructive disease of lung of mark consulting word seeks advice from answer；
Chronic obstructive disease of lung seeks advice from answer sending module, for sending the user for chronic obstructive disease of lung consulting answer
End.
A kind of chronic obstructive disease of lung consulting system of knowledge based map, comprising:
User terminal and chronic obstructive disease of lung counseling services device；
The user terminal, for sending the selection operation information for being directed to the chronic obstructive disease of lung prestored consulting word；Wherein, described
It is associated with chronic obstructive disease of lung that chronic obstructive disease of lung seeks advice from word；
The chronic obstructive disease of lung counseling services device is used for according to the selection operation information, in the chronic obstructive pulmonary disease prestored
Disease is seeked advice from word, determines that target seeks advice from word；In preset chronic obstructive pulmonary disease knowledge mapping, inquiry is opposite with target consulting word
The target map entity and target map relationship answered；According to the target map entity and target map relationship, obtain corresponding
Chronic obstructive disease of lung seeks advice from answer；Show the chronic obstructive disease of lung consulting answer.
A kind of computer equipment, including memory and processor, the memory are stored with computer program, the processing
Device performs the steps of when executing the computer program
User terminal is received for the selection operation information of chronic obstructive disease of lung consulting word；
Determine that target seeks advice from word in chronic obstructive disease of lung consulting word according to the selection operation information；
In preset chronic obstructive pulmonary disease knowledge mapping, inquiry chronic obstructive disease of lung consulting corresponding with target consulting word is answered
Case；
The user terminal is sent by chronic obstructive disease of lung consulting answer.
A kind of computer readable storage medium, is stored thereon with computer program, and the computer program is held by processor
It is performed the steps of when row
User terminal is received for the selection operation information of chronic obstructive disease of lung consulting word；
Determine that target seeks advice from word in chronic obstructive disease of lung consulting word according to the selection operation information；
In preset chronic obstructive pulmonary disease knowledge mapping, inquiry chronic obstructive disease of lung consulting corresponding with target consulting word is answered
Case；
The user terminal is sent by chronic obstructive disease of lung consulting answer.
Chronic obstructive disease of lung consultation method, device, computer equipment and the storage medium of above-mentioned knowledge based map receive
Selection operation information of the user terminal for chronic obstructive disease of lung consulting word；According to the selection operation information, in the slow resistance
Lung disease is seeked advice from word, determines that target seeks advice from word；In preset chronic obstructive pulmonary disease knowledge mapping, inquiry seeks advice from word phase with the target
Corresponding chronic obstructive disease of lung seeks advice from answer；The user terminal is sent by chronic obstructive disease of lung consulting answer.Utilize chronic obstructive pulmonary disease
Map entity and entity relationship in knowledge mapping, ask questions chronic obstructive disease of lung and are accurately answered.
Detailed description of the invention
Fig. 1 is the applied environment figure of the chronic obstructive disease of lung consultation method of knowledge based map in one embodiment；
Fig. 2 is the chronic obstructive disease of lung consultation method flow chart of knowledge based map in one embodiment；
Fig. 3 is the chronic obstructive disease of lung consultation method flow chart of knowledge based map in one embodiment；
Fig. 4 is the chronic obstructive disease of lung consultation method flow chart of knowledge based map in another embodiment；
Fig. 5 is the structural block diagram of the chronic obstructive disease of lung counseling apparatus of knowledge based map in one embodiment；
Fig. 6 is the structural block diagram of the chronic obstructive disease of lung consulting system of knowledge based map in one embodiment；
Fig. 7 is the internal structure chart of computer equipment in one embodiment.
Specific embodiment
It is with reference to the accompanying drawings and embodiments, right in order to which the objects, technical solutions and advantages of the application are more clearly understood
The application is further elaborated.It should be appreciated that specific embodiment described herein is only used to explain the application, not
For limiting the application.
The chronic obstructive disease of lung consultation method of knowledge based map provided by the embodiments of the present application can be applied to such as Fig. 1 institute
In the application environment shown.Wherein, server 104 receives user terminal 102 for the selection operation of chronic obstructive disease of lung consulting word
Information；Server 104 determines that target seeks advice from word in chronic obstructive disease of lung consulting word according to the selection operation information；Clothes
Device 104 be engaged in preset chronic obstructive pulmonary disease knowledge mapping, inquiry chronic obstructive disease of lung consulting corresponding with target consulting word is answered
Case；Chronic obstructive disease of lung consulting answer is sent the user terminal 102 by server 104.Wherein, user terminal 102 can with but
It is not limited to various personal computers, laptop, smart phone, tablet computer and portable wearable device, based on knowing
The chronic obstructive disease of lung counseling services device 104 for knowing map can use the server of the either multiple server compositions of independent server
Cluster is realized.
In one embodiment, as shown in Fig. 2, providing a kind of chronic obstructive disease of lung consultation method of knowledge based map,
It is applied to be illustrated for the inquiry server 104 in Fig. 1 in this way, comprising the following steps:
Step S201 receives user terminal for the selection operation information of chronic obstructive disease of lung consulting word.
Wherein, chronic obstructive disease of lung consulting word, which can be, inquires the cause of disease about chronic obstructive disease of lung, diagnoses, prevents, treats
The problems such as；Selection operation information can be contact action information, mouse clicking operation information etc..
In the specific implementation process, server can show that a variety of chronic obstructive disease of lung consulting words are checked for user, Yong Huzhi
It connects and selects on the server；Server can also send a variety of chronic obstructive disease of lung consultings time and check to user terminal for user, user
It can be selected in user terminal.
For example, server is provided with interactive display, there are many disease, user has selected " slow resistance for display on display screen
Lung " selects the page subsequently into next stage, the consulting of the chronic obstructive disease of lung such as " cause of disease ", " diagnosis ", " prevention " is shown on display screen
Word is selected for user.
Step S202 determines that target is seeked advice from chronic obstructive disease of lung consulting word according to the selection operation information
Word.
Wherein, target consulting time refers to that user is selected by selection operation information, it is desirable to the chronic obstructive disease of lung of consulting
Seek advice from word.
In the specific implementation process, interactive display has can be set in server, is shown by interactive display a variety of slow
Resistance lung disease consulting word checks that user directly selects on the server for user；Server can also send a variety of chronic obstructive pulmonary disease diseases
Disease consulting time checks that user can select by the contact action of the interactive display of user terminal to user terminal for user.
Step S203, in preset chronic obstructive pulmonary disease knowledge mapping, inquiry chronic obstructive pulmonary disease corresponding with target consulting word
Disease seeks advice from answer.
Wherein, knowledge mapping (Knowledge Graph) be by by applied mathematics, graphics, Information Visualization Technology,
The theory of the subjects such as information science is combined with method and the methods of meterological citation analysis, Co-occurrence Analysis, and is utilized visual
Map visually shows that nuclear structure, developing history, Disciplinary Frontiers and the whole Knowledge framework of subject reach Multidisciplinary Integration
The modern theory of purpose.Chronic obstructive pulmonary disease knowledge mapping can recorde the information such as the cause of disease, diagnosis, prevention, the clinical manifestation of chronic obstructive pulmonary disease.
In the specific implementation process, chronic obstructive pulmonary disease knowledge mapping may include between multiple map entities and map entity
Entity relationship.Map entity may include certain medicament universal name, drug be commonly called as, the content of symptom etc..Entity relationship can wrap
Include the content of usage and dosage, indication, adverse reaction, taboo etc..
It, can be by the data of map entity and entity relationship, typing to Neo4j (a kind of graphic data base) in practical application
Chart database, to set up chronic obstructive disease of lung knowledge mapping.Wherein, Neo4j is a high performance NoSQL (Not Only
SQL, non-relational database) graphic data base, structural data is stored on network rather than in table by it.
In the specific implementation process, it inquires in chronic obstructive pulmonary disease knowledge mapping and target seeks advice from time corresponding map entity and figure
Genealogical relationship determines corresponding chronic obstructive disease of lung consulting answer according to the map entity and map relationship inquired all.
Chronic obstructive disease of lung consulting answer is sent the user terminal by step S204.
In the specific implementation process, directly it directly can show that inquired chronic obstructive disease of lung consulting is answered in server
Chronic obstructive disease of lung can also be seeked advice from answer and be sent to user terminal, checked for user by case.
The chronic obstructive disease of lung consultation method of above-mentioned knowledge based map is directed to the chronic obstructive disease of lung by receiving user terminal
Seek advice from the selection operation information of word；Determine that target is consulted in chronic obstructive disease of lung consulting word according to the selection operation information
Ask word；In preset chronic obstructive pulmonary disease knowledge mapping, inquiry chronic obstructive disease of lung corresponding with target consulting word seeks advice from answer；
The user terminal is sent by chronic obstructive disease of lung consulting answer.Utilize the map entity and entity in chronic obstructive pulmonary disease knowledge mapping
Relationship asks questions chronic obstructive disease of lung and is accurately answered.
In one embodiment, the selection operation information includes entity selection operation information and relationship selection operation letter
Breath；The target consulting word includes target consulting entity and target counseling relationship；As shown in figure 3, described grasp according to the selection
Make information, in the chronic obstructive disease of lung consulting word prestored, determine that target seeks advice from word, comprising:
Step S210 is determined in the chronic obstructive disease of lung consulting word prestored according to the entity selection operation information
The target seeks advice from entity.
Wherein, entity selection operation information can be contact action, be also possible to mouse clicking operation or by key control
Deng operation.
In the specific implementation process, chronic obstructive disease of lung consulting word includes a variety of consulting entities and a variety of counseling relationships, is passed through
Entity selection operation information chooses target from chronic obstructive disease of lung consulting word and seeks advice from entity.
Step S220 is determined in the chronic obstructive disease of lung consulting word prestored according to the relationship selection operation information
The target counseling relationship.
Wherein, relationship selection operation information can be contact action, be also possible to mouse clicking operation or by key control
Deng operation.
In the specific implementation process, chronic obstructive disease of lung consulting word includes a variety of consulting entities and a variety of counseling relationships, is passed through
Relationship selection operation information chooses target counseling relationship from chronic obstructive disease of lung consulting word.Target consulting entity can be first chosen,
Target counseling relationship can also first be chosen.
In one embodiment, the chronic obstructive pulmonary disease knowledge mapping includes map entity, has figure between different map entities
Genealogical relationship；As shown in figure 4, described in preset chronic obstructive pulmonary disease knowledge mapping, inquiry is corresponding with target consulting word slow
It hinders lung disease and seeks advice from answer, comprising:
Step S310, in preset chronic obstructive pulmonary disease knowledge mapping, inquiry target figure corresponding with target consulting word
Compose entity and target map relationship.
In the specific implementation process, target can be seeked advice to the map entity progress in entity and chronic obstructive pulmonary disease knowledge mapping
Match, by the map entity with target consulting Entities Matching, as target map entity；By target counseling relationship and chronic obstructive pulmonary disease knowledge
Map relationship in map is matched, will with the matched map relationship of target counseling relationship, as target map relationship.
Step S320 is inquired in the chronic obstructive pulmonary disease knowledge mapping according to the target map entity and target map relationship
The corresponding chronic obstructive disease of lung seek advice from answer.
In the specific implementation process, since chronic obstructive pulmonary disease knowledge mapping includes map entity, have between different map entities
Map relationship determines target map entity and target map relationship, so that it may which inquiring has target figure with target map entity
The map entity inquired is set as chronic obstructive disease of lung consulting answer by the map entity of genealogical relationship.
In one embodiment, described according to the target map entity and target map relationship, inquire the chronic obstructive pulmonary disease
The corresponding chronic obstructive disease of lung in knowledge mapping seeks advice from answer, comprising:
In the map entity for choosing the chronic obstructive pulmonary disease knowledge mapping, there is the pass of map relationship with the target map entity
Join map entity；When the map relationship is the target map relationship, corresponding association map entity is set as chronic obstructive pulmonary disease
Disease seeks advice from answer.
In the specific implementation process, can first determine target map entity, then determine all and target map entity it
Between the association map entity with map relationship, that is, the map entity connected in knowledge mapping with target map entity, so
The target map relationship in map relationship is determined afterwards, so that it may the map of confirmation and target map entity with target map relationship
The map entity inquired is set as chronic obstructive disease of lung consulting answer by entity.
In one embodiment, described according to the target map entity and target map relationship, inquire the chronic obstructive pulmonary disease
The corresponding chronic obstructive disease of lung in knowledge mapping seeks advice from answer, comprising:
Two figures undetermined in the map entity for choosing the chronic obstructive pulmonary disease knowledge mapping, with the target map relationship
Compose entity；When in described two map entities undetermined including the target map entity, will be removed in the map entity undetermined
Another map entity undetermined except the target map entity seeks advice from answer as the chronic obstructive disease of lung.
In the specific implementation process, target map relationship can also be first determined, then determination is related to target map relationship
The map entity undetermined of connection, i.e., the two map entities undetermined connected respectively with target map relationship；Then map undetermined is determined
Target map entity in entity, according to determining target map entity, another that can determine in map entity undetermined is waited for
Determining map entity is that chronic obstructive disease of lung seeks advice from answer.
In one embodiment, described in preset chronic obstructive pulmonary disease knowledge mapping, inquiry is opposite with target consulting word
Before the step of chronic obstructive disease of lung consulting answer answered, further includes:
The medical record information relevant to chronic obstructive pulmonary disease for extracting storage, converts structured medical feature for the medical record information；
Entity node corresponding with the structured medical feature is generated, and, it obtains corresponding association between the entity node and closes
System；According to chronic obstructive pulmonary disease knowledge mapping described in the entity node and the corresponding incidence relation component.
In the specific implementation process, the electronic health record that can import multiple patients extracts original then from electronic health record
Original medical record information is converted to structured medical feature, generates structured medical feature by medical record information begin, non-structured
Corresponding entity node constructs the incidence relation between entity node and entity node, to construct medical knowledge map.
It should be understood that although each step in the flow chart of Fig. 2-4 is successively shown according to the instruction of arrow,
These steps are not that the inevitable sequence according to arrow instruction successively executes.Unless expressly stating otherwise herein, these steps
Execution there is no stringent sequences to limit, these steps can execute in other order.Moreover, at least one in Fig. 2-4
Part steps may include that perhaps these sub-steps of multiple stages or stage are not necessarily in synchronization to multiple sub-steps
Completion is executed, but can be executed at different times, the execution sequence in these sub-steps or stage is also not necessarily successively
It carries out, but can be at least part of the sub-step or stage of other steps or other steps in turn or alternately
It executes.
In one embodiment, as shown in figure 5, providing a kind of chronic obstructive disease of lung counseling apparatus of knowledge based map,
Include:
Selection operation information receiving module 501, for receiving user terminal for the selection of chronic obstructive disease of lung consulting word
Operation information；
Target seeks advice from word determining module 502, for seeking advice from word in the chronic obstructive disease of lung according to the selection operation information
In, determine that target seeks advice from word；
Chronic obstructive disease of lung seeks advice from answer and obtains module 503, in preset chronic obstructive pulmonary disease knowledge mapping, inquiry with it is described
Target seeks advice from the corresponding chronic obstructive disease of lung of word and seeks advice from answer；
Chronic obstructive disease of lung seeks advice from answer sending module 504, described for sending chronic obstructive disease of lung consulting answer to
User terminal.
In one embodiment, as shown in fig. 6, providing a kind of chronic obstructive disease of lung consulting system of knowledge based map,
Include:
User terminal 601 and chronic obstructive disease of lung counseling services device 602；
The user terminal 601, for sending the selection operation information for being directed to the chronic obstructive disease of lung prestored consulting word；Wherein,
The chronic obstructive disease of lung consulting word is associated with chronic obstructive disease of lung；
The chronic obstructive disease of lung counseling services device 602 is used for according to the selection operation information, in the slow resistance prestored
Lung disease is seeked advice from word, determines that target seeks advice from word；In preset chronic obstructive pulmonary disease knowledge mapping, inquiry seeks advice from word phase with the target
Corresponding target map entity and target map relationship；According to the target map entity and target map relationship, obtains and correspond to
Chronic obstructive disease of lung seek advice from answer；Show the chronic obstructive disease of lung consulting answer.
The chronic obstructive disease of lung consulting system of chronic obstructive disease of lung counseling apparatus, knowledge based map about knowledge based map
It is specific limit the restriction that may refer to the chronic obstructive disease of lung consultation method above for knowledge based map, it is no longer superfluous herein
It states.In the chronic obstructive disease of lung consulting system of the chronic obstructive disease of lung counseling apparatus, knowledge based map of above-mentioned knowledge based map
Modules can be realized fully or partially through software, hardware and combinations thereof.Above-mentioned each module can be embedded in the form of hardware
Or independently of in the processor in computer equipment, can also be stored in a software form in the memory in computer equipment,
The corresponding operation of the above modules is executed in order to which processor calls.
The chronic obstructive disease of lung counseling apparatus of the knowledge based map of above-mentioned offer, the chronic obstructive disease of lung of knowledge based map are consulted
Inquiry system can be used for executing the chronic obstructive disease of lung consultation method for the knowledge based map that above-mentioned any embodiment provides, and have corresponding
Function and beneficial effect.
In one embodiment, a kind of computer equipment is provided, which can be server, internal junction
Composition can be as shown in Figure 7.The computer equipment include by system bus connect processor, memory, network interface and
Database.Wherein, the processor of the computer equipment is for providing calculating and control ability.The memory packet of the computer equipment
Include non-volatile memory medium, built-in storage.The non-volatile memory medium is stored with operating system, computer program and data
Library.The built-in storage provides environment for the operation of operating system and computer program in non-volatile memory medium.The calculating
The network interface of machine equipment is used to communicate with external terminal by network connection.When the computer program is executed by processor with
Realize a kind of chronic obstructive disease of lung consultation method of knowledge based map.
It will be understood by those skilled in the art that structure shown in Fig. 7, only part relevant to application scheme is tied
The block diagram of structure does not constitute the restriction for the computer equipment being applied thereon to application scheme, specific computer equipment
It may include perhaps combining certain components or with different component layouts than more or fewer components as shown in the figure.
In one embodiment, a kind of computer equipment, including memory and processor are provided, is stored in memory
Computer program, which performs the steps of when executing computer program receives user terminal for the chronic obstructive disease of lung
Seek advice from the selection operation information of word；Determine that target is consulted in chronic obstructive disease of lung consulting word according to the selection operation information
Ask word；In preset chronic obstructive pulmonary disease knowledge mapping, inquiry chronic obstructive disease of lung corresponding with target consulting word seeks advice from answer；
The user terminal is sent by chronic obstructive disease of lung consulting answer.
In one embodiment, the selection operation information includes entity selection operation when processor executes computer program
Information and relationship selection operation information；The target consulting word includes target consulting entity and target counseling relationship；The basis
The selection operation information determines that target seeks advice from word, comprising: according to described in the chronic obstructive disease of lung consulting word prestored
Entity selection operation information determines the target consulting entity in the chronic obstructive disease of lung consulting word prestored；According to described
Relationship selection operation information determines the target counseling relationship in the chronic obstructive disease of lung consulting word prestored.
In one embodiment, it includes map entity that processor, which executes chronic obstructive pulmonary disease knowledge mapping when computer program,
There is map relationship between different map entities；It is described in preset chronic obstructive pulmonary disease knowledge mapping, inquiry with the target seek advice from
The corresponding chronic obstructive disease of lung of word seeks advice from answer, comprising: in preset chronic obstructive pulmonary disease knowledge mapping, inquiry is seeked advice from the target
The corresponding target map entity of word and target map relationship；According to the target map entity and target map relationship, inquiry
The corresponding chronic obstructive disease of lung in the chronic obstructive pulmonary disease knowledge mapping seeks advice from answer.
In one embodiment, processor executes described according to the target map entity and target figure when computer program
Genealogical relationship inquires the corresponding chronic obstructive disease of lung consulting answer in the chronic obstructive pulmonary disease knowledge mapping, comprising: choose described slow
In the map entity for hindering lung knowledge mapping, map entity is associated with map relationship with the target map entity；When described
When map relationship is the target map relationship, corresponding association map entity is set as chronic obstructive disease of lung consulting answer.
In one embodiment, processor executes described according to the target map entity and target figure when computer program
Genealogical relationship inquires the corresponding chronic obstructive disease of lung consulting answer in the chronic obstructive pulmonary disease knowledge mapping, comprising: choose described slow
In the map entity for hindering lung knowledge mapping, two map entities undetermined with the target map relationship；When described two
In map entity undetermined include the target map entity when, will in the map entity undetermined except the target map entity it
Another outer map entity undetermined seeks advice from answer as the chronic obstructive disease of lung.
In one embodiment, processor execute computer program when described in preset chronic obstructive pulmonary disease knowledge mapping, look into
Before asking the step of seeking advice from answer with the corresponding chronic obstructive disease of lung of target consulting word, further includes: extract storage with it is slow
The relevant medical record information of lung is hindered, converts structured medical feature for the medical record information；It generates special with the structured medical
Corresponding entity node is levied, and, obtain corresponding incidence relation between the entity node；According to the entity node and right
Chronic obstructive pulmonary disease knowledge mapping described in the incidence relation component answered.
In one embodiment, a kind of computer readable storage medium is provided, computer program is stored thereon with, is calculated
Machine program performs the steps of when being executed by processor receives user terminal for the selection operation of chronic obstructive disease of lung consulting word
Information；Determine that target seeks advice from word in chronic obstructive disease of lung consulting word according to the selection operation information；Preset slow
It hinders in lung knowledge mapping, inquiry chronic obstructive disease of lung corresponding with target consulting word seeks advice from answer；By the chronic obstructive pulmonary disease disease
Disease consulting answer is sent to the user terminal.
In one embodiment, the selection operation information includes entity selection behaviour when computer program is executed by processor
Make information and relationship selection operation information；The target consulting word includes target consulting entity and target counseling relationship；Described
Determine that target seeks advice from word, comprising: according to institute in the chronic obstructive disease of lung consulting word prestored according to the selection operation information
Entity selection operation information is stated, in the chronic obstructive disease of lung consulting word prestored, determines the target consulting entity；According to institute
Relationship selection operation information is stated, in the chronic obstructive disease of lung consulting word prestored, determines the target counseling relationship.
In one embodiment, the chronic obstructive pulmonary disease knowledge mapping includes map reality when computer program is executed by processor
Body has map relationship between different map entities；It is described in preset chronic obstructive pulmonary disease knowledge mapping, inquiry with the target consult
It askes the corresponding chronic obstructive disease of lung of word and seeks advice from answer, comprising: in preset chronic obstructive pulmonary disease knowledge mapping, inquiry is consulted with the target
Ask the corresponding target map entity of word and target map relationship；According to the target map entity and target map relationship, look into
Ask the corresponding chronic obstructive disease of lung consulting answer in the chronic obstructive pulmonary disease knowledge mapping.
In one embodiment, it is described according to the target map entity and target when computer program is executed by processor
Map relationship inquires the corresponding chronic obstructive disease of lung consulting answer in the chronic obstructive pulmonary disease knowledge mapping, comprising: described in selection
In the map entity of chronic obstructive pulmonary disease knowledge mapping, map entity is associated with map relationship with the target map entity；Work as institute
State map relationship be the target map relationship when, by corresponding association map entity be set as chronic obstructive disease of lung seek advice from answer.
In one embodiment, it is described according to the target map entity and target when computer program is executed by processor
Map relationship inquires the corresponding chronic obstructive disease of lung consulting answer in the chronic obstructive pulmonary disease knowledge mapping, comprising: described in selection
Two map entities undetermined in the map entity of chronic obstructive pulmonary disease knowledge mapping, with the target map relationship；When described two
When including the target map entity in a map entity undetermined, the target map entity will be removed in the map entity undetermined
Except another map entity undetermined as the chronic obstructive disease of lung seek advice from answer.
In one embodiment, described in when computer program is executed by processor in preset chronic obstructive pulmonary disease knowledge mapping,
Before the step of inquiry seeks advice from answer with the corresponding chronic obstructive disease of lung of target consulting word, further includes: extract storage with
The medical record information is converted structured medical feature by the relevant medical record information of chronic obstructive pulmonary disease；It generates and the structured medical
The corresponding entity node of feature, and, obtain corresponding incidence relation between the entity node；According to the entity node and
Chronic obstructive pulmonary disease knowledge mapping described in the corresponding incidence relation component.
Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, being can be with
Relevant hardware is instructed to complete by computer program, the computer program can be stored in a non-volatile computer
In read/write memory medium, the computer program is when being executed, it may include such as the process of the embodiment of above-mentioned each method.Wherein,
To any reference of memory, storage, database or other media used in each embodiment provided herein,
Including non-volatile and/or volatile memory.Nonvolatile memory may include read-only memory (ROM), programming ROM
(PROM), electrically programmable ROM (EPROM), electrically erasable ROM (EEPROM) or flash memory.Volatile memory may include
Random access memory (RAM) or external cache.By way of illustration and not limitation, RAM is available in many forms,
Such as static state RAM (SRAM), dynamic ram (DRAM), synchronous dram (SDRAM), double data rate sdram (DDRSDRAM), enhancing
Type SDRAM (ESDRAM), synchronization link (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM
(RDRAM), direct memory bus dynamic ram (DRDRAM) and memory bus dynamic ram (RDRAM) etc..
Each technical characteristic of above embodiments can be combined arbitrarily, for simplicity of description, not to above-described embodiment
In each technical characteristic it is all possible combination be all described, as long as however, the combination of these technical characteristics be not present lance
Shield all should be considered as described in this specification.
The several embodiments of the application above described embodiment only expresses, the description thereof is more specific and detailed, but simultaneously
It cannot therefore be construed as limiting the scope of the patent.It should be pointed out that coming for those of ordinary skill in the art
It says, without departing from the concept of this application, various modifications and improvements can be made, these belong to the protection of the application
Range.Therefore, the scope of protection shall be subject to the appended claims for the application patent.
Claims (10)
1. a kind of chronic obstructive disease of lung consultation method of knowledge based map characterized by comprising
User terminal is received for the selection operation information of chronic obstructive disease of lung consulting word；
Determine that target seeks advice from word in chronic obstructive disease of lung consulting word according to the selection operation information；
In preset chronic obstructive pulmonary disease knowledge mapping, inquiry chronic obstructive disease of lung corresponding with target consulting word seeks advice from answer；
The user terminal is sent by chronic obstructive disease of lung consulting answer.
2. the method according to claim 1, wherein the selection operation information includes entity selection operation information
With relationship selection operation information；The target consulting word includes target consulting entity and target counseling relationship；It is described according to
Selection operation information determines that target seeks advice from word in the chronic obstructive disease of lung consulting word prestored, comprising:
The target consulting is determined in the chronic obstructive disease of lung consulting word prestored according to the entity selection operation information
Entity；
The target consulting is determined in the chronic obstructive disease of lung consulting word prestored according to the relationship selection operation information
Relationship.
3. different according to the method described in claim 2, it is characterized in that, the chronic obstructive pulmonary disease knowledge mapping includes map entity
There is map relationship between map entity；It is described in preset chronic obstructive pulmonary disease knowledge mapping, inquiry with the target consulting word phase
Corresponding chronic obstructive disease of lung seeks advice from answer, comprising:
In preset chronic obstructive pulmonary disease knowledge mapping, inquiry target map entity corresponding with target consulting word and target figure
Genealogical relationship；
According to the target map entity and target map relationship, inquire corresponding described slow in the chronic obstructive pulmonary disease knowledge mapping
It hinders lung disease and seeks advice from answer.
4. according to the method described in claim 3, it is characterized in that, described close according to the target map entity and target map
The corresponding chronic obstructive disease of lung consulting answer in the chronic obstructive pulmonary disease knowledge mapping is inquired by system, comprising:
In the map entity for choosing the chronic obstructive pulmonary disease knowledge mapping, there is the associated diagram of map relationship with the target map entity
Compose entity；
When the map relationship is the target map relationship, corresponding association map entity is set as chronic obstructive disease of lung consulting
Answer.
5. according to the method described in claim 3, it is characterized in that, described close according to the target map entity and target map
The corresponding chronic obstructive disease of lung consulting answer in the chronic obstructive pulmonary disease knowledge mapping is inquired by system, comprising:
It is real with two maps undetermined of the target map relationship in the map entity for choosing the chronic obstructive pulmonary disease knowledge mapping
Body；
It is described by being removed in the map entity undetermined when in described two map entities undetermined including the target map entity
Another map entity undetermined except target map entity seeks advice from answer as the chronic obstructive disease of lung.
6. the method according to claim 1, wherein described in preset chronic obstructive pulmonary disease knowledge mapping, inquiry with
The target was seeked advice from before the step of corresponding chronic obstructive disease of lung of word seeks advice from answer, further includes:
The medical record information relevant to chronic obstructive pulmonary disease for extracting storage, converts structured medical feature for the medical record information；
Entity node corresponding with the structured medical feature is generated, and, obtain corresponding pass between the entity node
Connection relationship；
According to chronic obstructive pulmonary disease knowledge mapping described in the entity node and the corresponding incidence relation component.
7. a kind of chronic obstructive disease of lung counseling apparatus of knowledge based map characterized by comprising
Selection operation information receiving module, for receiving user terminal for the selection operation letter of chronic obstructive disease of lung consulting word
Breath；
Target seeks advice from word determining module, for being determined in chronic obstructive disease of lung consulting word according to the selection operation information
Target seeks advice from word；
Chronic obstructive disease of lung seeks advice from answer and obtains module, in preset chronic obstructive pulmonary disease knowledge mapping, inquiry to be consulted with the target
It askes the corresponding chronic obstructive disease of lung of word and seeks advice from answer；
Chronic obstructive disease of lung seeks advice from answer sending module, for sending the user terminal for chronic obstructive disease of lung consulting answer.
8. a kind of chronic obstructive disease of lung consulting system of knowledge based map characterized by comprising
User terminal and chronic obstructive disease of lung counseling services device；
The user terminal, for sending the selection operation information for being directed to the chronic obstructive disease of lung prestored consulting word；Wherein, the slow resistance
It is associated with chronic obstructive disease of lung that lung disease seeks advice from word；
The chronic obstructive disease of lung counseling services device is used for according to the selection operation information, in the chronic obstructive disease of lung prestored
It seeks advice from word, determines that target seeks advice from word；In preset chronic obstructive pulmonary disease knowledge mapping, inquiry is corresponding with target consulting word
Target map entity and target map relationship；According to the target map entity and target map relationship, corresponding slow resistance is obtained
Lung disease seeks advice from answer；The user terminal is sent by chronic obstructive disease of lung consulting answer.
9. a kind of computer equipment, including memory and processor, the memory are stored with computer program, feature exists
In the step of processor realizes method described in any one of claims 1 to 6 when executing the computer program.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program
The step of method described in any one of claims 1 to 6 is realized when being executed by processor.
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