CN106529180A - Mobile medical service system and method based on hybrid cloud architecture - Google Patents
Mobile medical service system and method based on hybrid cloud architecture Download PDFInfo
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- CN106529180A CN106529180A CN201611004895.1A CN201611004895A CN106529180A CN 106529180 A CN106529180 A CN 106529180A CN 201611004895 A CN201611004895 A CN 201611004895A CN 106529180 A CN106529180 A CN 106529180A
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Abstract
The invention discloses a mobile medical service system and method based on hybrid cloud architecture. The system is characterized in comprising a mobile medical request terminal, a medical service request module, a medical service processing module and a medical service resource storage module. The medical service resource storage module comprises a mobile medical request terminal-medical service resource-score table. According to the system and the method, mobile medical service resources in the system can be fully integrated, the optimum mobile medical service is matched, and the service efficiency and quality in a mobile medical environment are improved.
Description
Technical field
The present invention relates to portable medical technical field, specifically a kind of portable medical service based on mixing cloud framework
System and method.
Background technology
Portable medical service is the very strong application problem of a class background, and China's portable medical service mode is in variation,
Service provider is also to vary, and is emerged in an endless stream.Along with the continuous popularization of mobile Internet, increasing user starts
Pass through the portable medical services such as medical the Internet request, inquiring and medical meeting using different mobile devices.In order to more increase
Effect ground processes this serial portable medical service, needs a kind of high-quality portable medical service system.But, existing shifting
Dynamic service system has following defect：
1st, existing portable medical service system is for integrating on-line off-line portable medical Service Source, i.e., on line
Cloud service resource, the medical care resource under line be not effectively used, be generally only lay particular stress on some in terms of, cause in system
Resource is imperfect, and user cannot service well.
Although the 2, existing portable medical service system can match user's request, recommend corresponding service to user,
User satisfaction tolerance is not accounted in recommendation process, medical service quality is affected.
The content of the invention
The present invention is for the weak point for overcoming prior art to exist, there is provided a kind of mobile doctor based on mixing cloud framework
Treat service system and its method, to can correct identifying user need, match high-quality portable medical resource, so as to for user
Optimum portable medical service is provided.
The present invention to achieve the above object of the invention, is adopted the following technical scheme that：
The present invention it is a kind of based on mixing cloud framework portable medical service system the characteristics of include：Portable medical request is eventually
End, medical services request module, medical services processing module, medical services resource memory module, the medical services resource are deposited
Include portable medical requesting terminal-medical services resource-grade form in storage module, be designated as U-S-G tables；The medical services money
Source includes：Portable medical cloud service resource and portable medical healthcare resource；
The portable medical requesting terminal obtains the service request of user and is transmitted to the medical services request module；
The medical services request module carries out user identity veritification to the service request, if veritify passing through, by institute
State service request to send to the medical services processing module；If verification does not pass through, the service request is rejected；
The medical services processing module judges service request type according to the service request for being received, if the service
Ask as portable medical cloud service；The U-S-G tables are inquired about then, the portable medical cloud for obtaining matching using CSRP matching process
Service Source, and it is sent to the portable medical requesting terminal；If the service request is portable medical healthcare, inquire about
The U-S-G tables, the portable medical healthcare resource concurrence for obtaining matching using CSRP matching process give the movement
Medical request terminal；
The portable medical requesting terminal carries out corresponding medical services according to received medical services resource, and
Corresponding medical services resource is scored after the completion of service, the appraisal result for obtaining sends to the medical services resource and deposits
Storage module is used to update the U-S-G tables.
The present invention it is a kind of based on mixing cloud framework portable medical method of servicing the characteristics of be by portable medical requesting terminal
In the service system constituted with portable medical server, carry out as follows：
Step 1, portable medical requesting terminal-medical services resource-grade form is set up in the portable medical server,
It is designated as U-S-G tables；The medical services resource is included：Portable medical cloud service resource ID and portable medical healthcare resource
ID；
Step 2, the service request using portable medical requesting terminal acquisition user are simultaneously sent to the portable medical
Server carries out user identity veritification, the service request passed through to veritification, judges corresponding service request type；
If the service request is portable medical cloud service；The U-S-G tables are then inquired about, is obtained using CSRP matching process
The portable medical cloud service resource for matching is used as matching result；If the service request is portable medical healthcare, look into
The U-S-G tables are ask, and the portable medical healthcare resource for matching are obtained as matching result by the use of CSRP matching process；
The matching result is sent to the portable medical requesting terminal and is carried out by step 3, the portable medical server
Corresponding medical services；
Step 4, the portable medical requesting terminal select corresponding medical services resource according to the matching result, and
It is described for updating that the portable medical server is fed back to after scoring to corresponding medical services resource after the completion of service
U-S-G tables.
The characteristics of portable medical method of servicing based on mixing cloud framework of the present invention, lies also in, CSRP matching
Method is to carry out as follows：
Step 2.1, the portable medical requesting terminal is designated as into u, the portable medical request is calculated using KRCC algorithms
Terminal u and the similarity of other portable medical requesting terminals v in the U-S-G tables, obtain user's similarity matrix, are designated as
simu,v；
Step 2.2, obtained using formula (1) other portable medical requesting terminal v in the U-S-G tables it is any i-th doctor
Treat the user satisfaction Matrix C of Service Sourcev,i：
In formula (1), Mv,iRepresent other scorings of portable medical requesting terminal v to i-th medical services resource, TexpRepresent
User satisfaction is expected；δ represents regulation parameter；
Step 2.3, according to user's similarity matrix simu,vWith user satisfaction Matrix Cv,i, using CloudRank
Greedy algorithm obtains marking and queuings of the portable medical requesting terminal u to all medical services resources, and K scoring before choosing
Highest medical services resource is used as corresponding matching result.
Compared with the prior art, the present invention has the beneficial effect that：
1st, the present invention sets up the portable medical method of servicing based on mixing cloud framework and service system, are by multiple terminal
And multiple modules composition, terminal is cooperated with module, after user's request is got, according to the resource in system, with reference to
User satisfaction carries out optimization recommendation, so as to provide the user top quality service, improves the efficiency of portable medical service
With quality.
2nd, the present invention sets up the portable medical method of servicing based on mixing cloud framework and service system, its medical treatment for providing
Service Source is not only limited on line or under line, has unified scoring to the resource in system, can be corresponded to different
Demand carries out resource matched.
3rd, the present invention sets up the portable medical method of servicing based on mixing cloud framework and service system, resource matched
During consider user satisfaction, scoring of the user to resource is converted to into user satisfaction, in the hope of providing the user with optimum
Portable medical service.
4th, the present invention sets up the portable medical method of servicing based on mixing cloud framework and service system, resource matched
During without the need for consider scoring concrete numerical value, but using preference value sequence, can effectively reduce pre- in matching process
Survey error.
Description of the drawings
Fig. 1 is present system basic block diagram；
Fig. 2 is the inventive method flow chart；
Fig. 3 is user satisfaction curve of the present invention.
Specific embodiment
In the present embodiment, a kind of portable medical service system based on mixing cloud framework, as depicted in figs. 1 and 2, including：
Portable medical requesting terminal, medical services request module, medical services processing module, medical services resource memory module；Medical treatment
Include portable medical requesting terminal-medical services resource-grade form in Service Source memory module, be designated as U-S-G tables；Medical treatment
Service Source is included：Portable medical cloud service resource and portable medical healthcare resource；
Portable medical requesting terminal is used to send portable medical service request, and terminal can ask portable medical cloud service to provide
Source and the two distinct types of resource of portable medical healthcare resource.The table structure of U-S-G tables can be expressed as U-S-G and (move
Dynamic medical request Termination ID, medical services resource ID, scoring), wherein the codomain for scoring is [0,1].
Portable medical requesting terminal obtains the service request of user, and request contains portable medical requesting terminal ID, asks
Service identity information, request COS solicited message accordingly is sought, and is transmitted to medical services request module；
Medical services request module carries out user identity veritification to service request, if veritify passing through, service request is sent out
Deliver to medical services processing module；If verification does not pass through, service request is rejected；
Medical services processing module judges service request type according to the service request for being received, if service request is shifting
Dynamic medical treatment cloud service；Then inquire about U-S-G tables, the portable medical cloud service resource for obtaining matching using CSRP matching process, and
It is sent to portable medical requesting terminal；If service request is portable medical healthcare, U-S-G tables are inquired about, using CSRP
The portable medical healthcare resource concurrence that method of completing the square obtains matching gives portable medical requesting terminal；
Portable medical requesting terminal carries out corresponding medical services according to received medical services resource, and in service
After the completion of corresponding medical services resource is scored, the appraisal result for obtaining send to medical services resource memory module use
In renewal U-S-G tables.If the medical services for providing are portable medical cloud service, qos value of the scoring for the cloud service, if providing
Medical services be portable medical healthcare, then score and be given by portable medical requesting terminal, two kinds of scoring is both needed to
Change interval to [0,1].
In the present embodiment, a kind of portable medical method of servicing based on mixing cloud framework, is by portable medical requesting terminal
In the service system constituted with portable medical server, carry out as follows：
Step 1, set up portable medical requesting terminal-medical services resource-grade form in portable medical server, be designated as
U-S-G tables；U-S-G tables first user in the system just needs to set up when using first, it is first outside only need to be continuously updated
Data.Medical services resource is included：Portable medical cloud service resource ID and portable medical healthcare resource ID；
Step 2, the service request of user is obtained using portable medical requesting terminal and is sent to portable medical server and is entered
Row user identity is veritified, the service request passed through to veritification, judges corresponding service request type；
If service request is portable medical cloud service；U-S-G tables are then inquired about, obtains what is matched using CSRP matching process
Portable medical cloud service resource is used as matching result；If service request is portable medical healthcare, U-S-G tables, profit are inquired about
The portable medical healthcare resource for matching is obtained as matching result with CSRP matching process；
Matching result is sent to portable medical requesting terminal and carries out corresponding medical treatment clothes by step 3, portable medical server
Business；
Step 4, portable medical requesting terminal select corresponding medical services resource according to matching result, and complete in service
Portable medical server is fed back to after scoring to corresponding medical services resource afterwards for updating U-S-G tables.
Specifically, CSRP matching process is to carry out as follows：
Step 2.1, portable medical requesting terminal is designated as into u, is calculated using the KRCC algorithms shown in formula (1) and formula (2) and moved
Dynamic medical request terminal u and the similarity of other portable medical requesting terminals v in U-S-G tables, obtain user's similarity matrix, remember
For simu,v；
In formula (1) and formula (2), s is medical services resource, and g is to score, Ru∩vFor the doctor that terminal u and terminal v are called jointly
Treat resource number.
Step 2.2, obtained using formula (3) other portable medical requesting terminal v in U-S-G tables it is any i-th medical treatment clothes
The user satisfaction Matrix C of business resourcev,i：
In formula (3), Mv,iRepresent other scorings of portable medical requesting terminal v to i-th medical services resource, TexpRepresent
User satisfaction is expected；δ represents regulation parameter；Work as TexpWhen=0.7, user satisfaction curve is as shown in figure 3, the curve can be with
The change of analog subscriber satisfaction, can also adapt to different demands by regulation parameter well.
Step 2.3, according to user similarity matrix simu,vWith user satisfaction Matrix Cv,i, it is greedy using CloudRank
Algorithm obtains marking and queuings of the portable medical requesting terminal u to all medical services resources, and K scoring highest doctor before choosing
Service Source is treated as corresponding matching result.
Wherein CloudRank greedy algorithms (refer to Ding S, WangZ, WuD, et al.Utilizing customer
satisfaction inrankingprediction forpersonalizedcloud service selection[J]
.Decision Support Systems, 2016.) and according to such as following formula (4) are calculated：
In formula (4), u represents the portable medical terminal for sending request, and v represents similar users of terminal u,Represent u
Similar users set, ωvPreference value weight is represented, and is had：
The step can obtain user u for unknown medical services resource siWith the preference value of sj；
In order to accurately obtain optimal sequence as far as possible, CloudRank algorithms are iterated to formula (5), obtain user u couple
The optimal sequence of medical services resource in system, its formula are represented by：
In formula (6), ρ represents the ordering of optimization preference to medical services resource, ρ (si) ＞ ρ (sj) represent siOrdering of optimization preference be higher than
sj。
Claims (3)
1. a kind of based on the portable medical service system for mixing cloud framework, its feature includes：Portable medical requesting terminal, medical treatment clothes
Business request module, medical services processing module, medical services resource memory module, wrap in the medical services resource memory module
Containing portable medical requesting terminal-medical services resource-grade form, U-S-G tables are designated as；The medical services resource is included：Move
Dynamic medical treatment cloud service resource and portable medical healthcare resource；
The portable medical requesting terminal obtains the service request of user and is transmitted to the medical services request module；
The medical services request module carries out user identity veritification to the service request, if veritify passing through, by the clothes
Business request is sent to the medical services processing module；If verification does not pass through, the service request is rejected；
The medical services processing module judges service request type according to the service request for being received, if the service request
For portable medical cloud service；The U-S-G tables are inquired about then, the portable medical cloud service for obtaining matching using CSRP matching process
Resource, and it is sent to the portable medical requesting terminal；If the service request is portable medical healthcare, inquiry is described
U-S-G tables, the portable medical healthcare resource concurrence for obtaining matching using CSRP matching process give the portable medical
Requesting terminal；
The portable medical requesting terminal carries out corresponding medical services according to received medical services resource, and in service
After the completion of corresponding medical services resource is scored, the appraisal result for obtaining send to the medical services resource store mould
Block is used to update the U-S-G tables.
2. a kind of portable medical method of servicing based on mixing cloud framework, is characterized in that by portable medical requesting terminal and mobile doctor
Treat in the service system constituted by server, carry out as follows：
Step 1, set up portable medical requesting terminal-medical services resource-grade form in the portable medical server, be designated as
U-S-G tables；The medical services resource is included：Portable medical cloud service resource ID and portable medical healthcare resource ID；
Step 2, the service request using portable medical requesting terminal acquisition user are simultaneously sent to the portable medical service
Device carries out user identity veritification, the service request passed through to veritification, judges corresponding service request type；
If the service request is portable medical cloud service；The U-S-G tables are then inquired about, and phase are obtained using CSRP matching process
The portable medical cloud service resource matched somebody with somebody is used as matching result；If the service request is portable medical healthcare, institute is inquired about
U-S-G tables are stated, and the portable medical healthcare resource for matching are obtained as matching result by the use of CSRP matching process；
The matching result is sent to the portable medical requesting terminal and is carried out accordingly by step 3, the portable medical server
Medical services；
Step 4, the portable medical requesting terminal select corresponding medical services resource according to the matching result, and in service
After the completion of corresponding medical services resource is scored after feed back to the portable medical server for updating the U-S-G
Table.
3. the portable medical method of servicing based on mixing cloud framework according to claim 2, is characterized in that, described CSRP
Method of completing the square is to carry out as follows：
Step 2.1, the portable medical requesting terminal is designated as into u, the portable medical requesting terminal u is calculated using KRCC algorithms
With the similarity of other portable medical requesting terminals v in the U-S-G tables, user's similarity matrix is obtained, sim is designated asu,v；
Step 2.2, obtained using formula (1) other portable medical requesting terminal v in the U-S-G tables it is any i-th medical treatment clothes
The user satisfaction Matrix C of business resourcev,i：
In formula (1), Mv,iRepresent other scorings of portable medical requesting terminal v to i-th medical services resource, TexpRepresent user
Satisfaction is expected；δ represents regulation parameter；
Step 2.3, according to user's similarity matrix simu,vWith user satisfaction Matrix Cv,i, it is greedy using CloudRank
Algorithm obtains marking and queuings of the portable medical requesting terminal u to all medical services resources, and K scoring highest before choosing
Medical services resource as corresponding matching result.
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