CN110276587A

CN110276587A - The method, apparatus of project examination calculates equipment and computer readable storage medium

Info

Publication number: CN110276587A
Application number: CN201910357532.3A
Authority: CN
Inventors: 连琨
Original assignee: Alibaba Group Holding Ltd
Current assignee: Advanced New Technologies Co Ltd; Advantageous New Technologies Co Ltd
Priority date: 2019-04-29
Filing date: 2019-04-29
Publication date: 2019-09-24
Anticipated expiration: 2039-04-29
Also published as: CN110276587B

Abstract

This specification provides the method, apparatus of project examination, calculates equipment and computer readable storage medium, wherein the method for the project examination includes: the modification application for obtaining program member to the project details of its participated in project, the documentary evidence comprising the modification application in the modification application；The proof information of the modification application is identified in the documentary evidence of the modification application；The assessment result for carrying out according to the proof information of the modification application and to the program member reliability assessment, detects whether the modification application meets examination & approval entry criteria；If so, being examined to modification application.The method of project examination provided by the present application is detected and is examined automatically to the modification application that program member submits by default examination & approval entry criteria, examination & approval are intervened without examining member, improve the accuracy rate and efficiency of examination & approval, the modification experience of program member is also improved simultaneously, reduces the dependence of the cost and examination & approval of examination & approval to manpower.

Description

The method, apparatus of project examination calculates equipment and computer readable storage medium

Technical field

This application involves field of communication technology, in particular to a kind of method, apparatus of project examination calculates equipment and calculating Machine readable storage medium storing program for executing.

Background technique

With the continuous development of management mode, the operation of procedure is throughout various industries, and it is non-in Row control for examining An often important ring needs a large amount of examination and approval work during every profession and trade business promotes.Such as: in insurance industry, user When insuring, user information may fill in the information such as mistake, such as name, identification card number, phone number because a variety of causes generates It fills out wrong, or after insuring, because a variety of causes needs to change these information, such as renames, in general, the change of these information needs User is wanted to submit examination & approval application (online or lettergram mode) and prove (such as identity card picture) accordingly.And the use insured at present Family group is very big, and the demand of these information change submits the absolute quantity of application more daily when user base number is very big, this A little applications require away approval process.

In current approval process, artificial participation is needed mostly, for example, user submits modification information in insurance industry Examination & approval application, need to examine the application of user after examination & approval pass through on backstage by full-time examination & approval member and change on corresponding declaration form Corresponding information, and after examination & approval pass through or is obstructed notifies client to apply successfully or unsuccessful result.

The knowledge for being currently relied upon examination & approval member is inefficient come the mode examined and there are certain risks, in applications When bigger, not only inefficiency, occupies a large amount of human cost, and the experience of user is also unable to get good guarantor Barrier.

Summary of the invention

In view of this, method, apparatus, calculating equipment and computer that the embodiment of the present application provides a kind of project examination can Storage medium is read, to solve technological deficiency existing in the prior art.

According to the embodiment of the present application in a first aspect, providing a kind of method of project examination, comprising:

Modification application of the program member to the project details of its participated in project is obtained, includes described in the modification application Modify the documentary evidence of application；

The proof information of the modification application is identified in the documentary evidence of the modification application；

The assessment result of reliability assessment is carried out according to the proof information of the modification application and to the program member, Detect whether the modification application meets examination & approval entry criteria；

If so, being examined to modification application.

Optionally, the proof information that the modification application is identified in the documentary evidence of the modification application, comprising:

The identity card picture for including in the documentary evidence is identified, identification information is obtained；

The proof information of the modification application is extracted in the identification information.

It is optionally, described that reliability assessment is carried out to the program member, comprising:

It reads the history that the program member participates in the Project Process and modifies data；

Reliability assessment model is inputted by the way that the history is modified data, confidence level is carried out to the program member and is commented Estimate, by the credible or insincere assessment result as the program member of output.

Optionally, the reliability assessment model, is trained in the following way:

Training set is established according to the history modification data of program member in the acquired project；

Initial trusted degree assessment models are established using logistic regression method；

The initial trusted degree assessment models are trained according to the training sample in the training set, after the completion of training Obtain the reliability assessment model.

It is optionally, described that modification application is examined, comprising:

Judge whether the modification application meets examination & approval alteration ruler；

If meeting the examination & approval alteration ruler, according to the data item for the expectation modification for including in the modification application and institute The desired value for stating data item modifies to the data item for it is expected modification described in the project details；

If being unsatisfactory for the alteration ruler, exporting and examining the result of the modification application is not pass through.

Optionally, described according to the proof information of the modification application and to program member progress reliability assessment Assessment result, detect the modification and apply for whether meeting examination & approval entry criteria, comprising:

By the assessment knot for carrying out the proof information of the modification application and to the program member reliability assessment Fruit input examination & approval detection model is made whether the modification application to meet the detection of the examination & approval entry criteria；

If the testing result of the examination & approval detection model output is to meet the examination & approval entry criteria, execute described to institute It states modification application and carries out examination & approval step.

Optionally, if described comment according to the proof information of the modification application and to program member progress confidence level The assessment result estimated, detecting the testing result whether the modification application meets examination & approval entry criteria step is to be unsatisfactory for described examine Entry criteria is criticized, is performed the following operations:

Modification application is pushed to examination & approval member in the project to examine；

The examination & approval member is obtained to the approval results of the modification application, and the approval results are pushed to the item Mesh member.

Optionally, described to obtain the examination & approval member to the approval results of the modification application, and by the approval results It is pushed to after program member's step execution, further includes:

Using the history modification data comprising the modification application and the approval results as sample data, to the examination & approval Detection model is adjusted.

Optionally, the history modification data include at least one of following:

It modifies data item, program member's information, modification time, PROJECT TIME, modification number be added.

According to the second aspect of the embodiment of the present application, a kind of device of project examination is provided, comprising:

Module is obtained, is configured as obtaining modification application of the program member to the project details of its participated in project, it is described Documentary evidence comprising the modification application in modification application；

Identification module is configured as identifying the permit of the modification application in the documentary evidence of the modification application Breath；

Detection module is configured as carrying out according to the proof information of the modification application and to the program member credible The assessment result of assessment is spent, detects whether the modification application meets examination & approval entry criteria；

If so, OPERATIONAL APPROVAL module；The approval module is configured as applying examining to the modification.

Optionally, the device of the project examination, further includes:

Read module is configured as reading the program member and participates in history modification data in the Project Process；

Evaluation module is configured as inputting reliability assessment model by the way that the history is modified data, to the project Member carries out reliability assessment, by the credible or insincere assessment result as the program member of output.

Optionally, the reliability assessment model is trained by running following submodule:

Training set submodule is established, is configured as being built according to the history modification data of program member in the acquired project Vertical training set；

Model submodule is established, is configured as establishing initial trusted degree assessment models using logistic regression method；

Training submodule, is configured as according to the training sample in the training set to the initial trusted degree assessment models It is trained, the reliability assessment model is obtained after the completion of training.

Optionally, the approval module, comprising:

Judging submodule is configured as judging whether the modification application meets examination & approval alteration ruler；

If meeting the examination & approval alteration ruler, operation modification submodule；The modification submodule, is configured as according to institute The data item for the expectation modification for including in modification application and the desired value of the data item are stated, to the phase described in the project details The data item of modification is hoped to modify；

If being unsatisfactory for the alteration ruler, output sub-module is run；The output sub-module is configured as output examination & approval The result of the modification application is not pass through.

Optionally, the detection module, comprising:

Detection sub-module is examined, is configured as by by the proof information of the modification application and to the program member The assessment result input examination & approval detection model for carrying out reliability assessment, is made whether modification application to meet the examination & approval standard Enter the detection of condition；

If the testing result of the examination & approval detection model output is to meet the examination & approval entry criteria, the examination & approval are run Module.

According to the third aspect of the embodiment of the present application, a kind of calculating equipment is provided, comprising:

Memory and processor；

For the memory for storing computer executable instructions, the processor is executable for executing the computer Instruction:

If so, being examined to modification application.

According to the fourth aspect of the embodiment of the present application, a kind of computer readable storage medium is provided, is stored with calculating The step of machine instruction, which realizes the method for project examination when being executed by processor.

Compared with prior art, the application has the advantages that

The application provides a kind of method of project examination, comprising: it is detailed to the project of its participated in project to obtain program member The modification application of feelings, the documentary evidence modified comprising the modification application in application；In the proof text of the modification application The proof information of the modification application is identified in part；According to it is described modification application proof information and to the program member into The assessment result of row reliability assessment, detects whether the modification application meets examination & approval entry criteria；If so, to the modification Shen Row examination & approval that come in.

The method of project examination provided by the present application identifies the documentary evidence of the modification application of acquisition, according to knowledge The proof information for the modification application not obtained and the assessment result of the reliability assessment to program member, detect the modification Shen Please whether meet examination & approval entry criteria, if meeting the examination & approval entry criteria, directly examine, is examined without examining member's intervention Batch, the accuracy rate and efficiency of examination & approval are improved, while also improving the modification experience of program member, reduces the manpower of examination & approval The dependence of cost and examination & approval to manpower.

Detailed description of the invention

Fig. 1 is a kind of flow chart of the method for project examination provided by the embodiments of the present application；

Fig. 2 is a kind of method process flow of project examination applied to mutual assistance mutual aid project provided by the embodiments of the present application Figure；

Fig. 3 is a kind of schematic diagram of the device of project examination provided by the embodiments of the present application；

Fig. 4 is a kind of structural block diagram for calculating equipment provided by the embodiments of the present application.

Specific embodiment

Many details are explained in the following description in order to fully understand the application.But the application can be with Much it is different from other way described herein to implement, those skilled in the art can be without prejudice to the application intension the case where Under do similar popularization, therefore the application is not limited by following public specific implementation.

The term used in this specification one or more embodiment be only merely for for the purpose of describing particular embodiments, It is not intended to be limiting this specification one or more embodiment.In this specification one or more embodiment and appended claims The "an" of singular used in book, " described " and "the" are also intended to including most forms, unless context is clearly Indicate other meanings.It is also understood that term "and/or" used in this specification one or more embodiment refers to and includes One or more associated any or all of project listed may combine.

It will be appreciated that though may be retouched using term first, second etc. in this specification one or more embodiment Various information are stated, but these information should not necessarily be limited by these terms.These terms are only used to for same type of information being distinguished from each other It opens.For example, first can also be referred to as second, class in the case where not departing from this specification one or more scope of embodiments As, second can also be referred to as first.Depending on context, word as used in this " if " can be construed to " ... when " or " when ... " or " in response to determination ".

In this application, it provides a kind of method, apparatus of project examination, calculate equipment and computer-readable storage medium Matter is described in detail one by one in the following embodiments.

Fig. 1 shows a kind of flow chart of the method for project examination according to the embodiment of the present application, including step S102 is extremely Step S108.

Step S102 obtains modification application of the program member to the project details of its participated in project, the modification application In comprising it is described modification application documentary evidence.

Project described in the embodiment of the present application can be mutual assistance mutual aid project, crowd raises project, insurance coverage, debt-credit project, life Production project etc..The embodiment of the present application is illustrated by taking mutual assistance mutual aid project as an example, and crowd raises project, insurance coverage, debt-credit project, life The specific implementation of production project is similar with the specific implementation of mutual assistance mutual aid project, the specific implementation of reference mutual assistance mutual aid project, Details are not described herein.

Correspondingly, the program member refers to the member for participating in the project, the item for participating in mutual assistance mutual aid project can be Mesh member participates in the program member that crowd raises project, participates in the program member of insurance coverage, participates in the program member of debt-credit project, Participate in the program member of production project.

Identity information of the project details comprising the program member, program member participate in the right and justice that project is related to Information of being engaged in etc..The modification application refers to modification application of the program member to the project details of its participated in project, for example, The modification application at the age in the project details for the mutual assistance mutual aid project that program member A participates in it；Program member B is to its institute The modification application of the insured time limit in the project details of the mutual assistance mutual aid project of participation.

The documentary evidence of modification application of the modification application comprising modifying the project details, for example, A pairs of program member The documentary evidence of the modification application at the age in the project details of its mutual assistance mutual aid project participated in, the modification application is two Identity card picture is opened, one is identity card full face, and another is identity card reverse side photo.

By taking the modification application at its age in the project details for the mutual assistance mutual aid project that program member A participates in it as an example, Desired value of the modification application got comprising the program member A to its age in the project details, gets described repair Before changing application, the age that typing saves the program member A into project details is 45 years old, but this age is wrong, item The actual age of mesh member A is 39 years old, and therefore, program member A submits modification application to modify its age in project details； The documentary evidence of the modification application comprising proving the program member A age, specially two identity card pictures, one is identity card Full face, another is identity card reverse side photo.

Step S104 identifies the proof information of the modification application in the documentary evidence of the modification application.

The proof information of application is modified described in the embodiment of the present application including but not limited to name, identification card number, date of birth Day.

For example, it is directed to the above-mentioned modification application to the age in the project details, the documentary evidence of the modification application Include: two identity card pictures, one is identity card full face, and another is identity card reverse side photo, the modification application Proof information can be and identify from this two identity card pictures: the information such as name, identification card number, birthdate.

In a kind of optional embodiment provided by the embodiments of the present application, institute is identified in the documentary evidence of the modification application The proof information of modification application is stated, is specifically realized in the following way:

The identity card picture for including in the documentary evidence is identified, identification information is obtained；In the identification information The middle proof information for extracting the modification application.

Specifically, can identify (Optical Character using OCR during identifying identity card picture Recognition, optical character identification), wherein OCR identification process includes following 4 step:

1) the acquired identity card picture is subjected to Yunnan snub-nosed monkey, the Yunnan snub-nosed monkey is divided into: binaryzation And image noise reduction, the binaryzation are the background letters of the foreground information for instigating the identity card picture only and include black and white Breath；Described image noise reduction, which refers to, carries out denoising to the identity card picture according to the feature of noise；

2) identity card picture is subjected to image direction detection using slant correction, and corrects image direction；

3) character features extraction is carried out to the identity card picture, then by extracted character features comparison database；

4) according to the character features characteristic extracted, mathematical distance function is selected, compares knowledge to character features are extracted Not, it and in using the identification text and its possible similar candidates sub-block after comparison, is found out most according to the identification text of front and back Logical word, is corrected, and obtains the information such as name, identification card number, the birthdate in the identity card picture.

By taking the modification application at its age in the project details for the mutual assistance mutual aid project that program member A participates in it as an example, The documentary evidence of the modification application includes two identity card pictures of the program member A, and one is identity card full face, One is identity card reverse side photo；By two identity card pictures carry out OCR identification, obtain name, gender, identification card number, The information such as address, birthdate, issuing authority, term of validity, the name, gender, birthdate, identification card number, The item for modifying the mutual assistance mutual aid project that the program member A is participated in is extracted in the information such as address, issuing authority, term of validity The proof information at its age, the specially name of program member A, identification card number, birthdate etc. in mesh details.

In the embodiment of the present application, the identity card picture in application is modified to program member and is identified, and is repaired described in extraction Change the proof information needed in application, ensure that the permit manner of breathing that the proof information of extraction and the modification application need Match, improves the efficiency of examination & approval.

Step S106 according to the proof information of the modification application and carries out reliability assessment to the program member Assessment result, detects whether the modification application meets examination & approval entry criteria.

Entry criteria is examined described in the embodiment of the present application, refers to that the modification application enters the Rule of judgment of examination & approval.

When it is implemented, according to the proof information of the modification application and carrying out reliability assessment to the program member Assessment result, detect the modification and apply for whether meeting examination & approval entry criteria；

If modification application meets the examination & approval entry criteria, execute following step 108, to the modification apply into Row examination & approval；

If the modification application is unsatisfactory for the examination & approval entry criteria, modification application is pushed in the project Examination & approval member examines.

With the examination & approval of the modification application at its age in the project details of the program member A mutual assistance mutual aid project participated in it For entry criteria, examination & approval entry criteria includes two parts: the first examination & approval entry criteria and the second instance batch entry criteria；

The purpose of first examination & approval entry criteria is whether the assessment result for the credit rating assessment for detecting the program member A may be used Letter；If the assessment result to the assessment of the credit rating of the program member A be it is credible, show that program member A repairs its age Change application and meets the first examination & approval entry criteria；

If the assessment result to the assessment of the credit rating of the program member A be it is insincere, show program member A to it The modification application at age is unsatisfactory for the first examination & approval entry criteria；

The purpose of the second instance batch entry criteria is the proof information detected according to identity card picture identifies in modification application Whether matched with the identity information of program member A in the project details；If being identified according to identity card picture in modification application Proof information in name be Name1, identification card number No1, name in the identity information of program member A in the project details For Name1, identification card number No1, then it is assumed that the identity of program member A is believed in the above-mentioned proof information identified and project details The matching result of breath is matching, shows that program member A meets the second instance batch entry criteria to the modification application at its age；

If being Name1 according to name in the proof information that identity card picture identifies in modification application, identification card number is No1, name is Name2, identification card number No2 in the identity information of program member A in the project details, then it is assumed that above-mentioned knowledge Not Chu proof information and project details in program member A identity information matching result be mismatch, show program member A The second instance batch entry criteria is unsatisfactory for the modification application at its age；

During whether detection modification application meets examination & approval entry criteria, only when the modification is applied both having met the When the first sentence batch entry criteria also meets the second instance batch entry criteria, just it is believed that modification application meets examination & approval entry criteria.

In practical application, during reliability assessment, the history modification data calculation amount of program member is bigger, meter Complexity is calculated, especially in the case where history modification data are relatively more or modification scene is complex, needed for reliability assessment Calculation amount is bigger, the processing time is also longer, to promote treatment effeciency, commented by introducing machine learning method to promote confidence level The treatment effeciency estimated.It is described credible to program member progress in a kind of optional embodiment provided by the embodiments of the present application Degree assessment, is specifically realized in the following way: being read the history that the program member participates in the Project Process and is modified data； Reliability assessment model is inputted by the way that the history is modified data, reliability assessment is carried out to the program member, will be exported The credible or insincere assessment result as the program member.

Optionally, the history modification data include: program member's information, modification time, project is added in modification data item Time, modification number etc..

It is careful whether the modification application of the project details of the mutual assistance mutual aid project participated in detection project member A to it meets During criticizing entry criteria, for program member A progress reliability assessment:

Firstly, reading, the program member A is interior in the previous year to be participated in modifying the item during mutual assistance mutual aid project The related data of mesh details: modification data item, program member's information (name of program member A, the gender of program member A, project The age etc. of member A), modification time, PROJECT TIME, modification number etc. is added；

Secondly, the program member A of the above-mentioned reading related data for modifying the project details is inputted reliability assessment mould Type assesses the confidence level of program member A；

Finally, by reliability assessment model export 0 or 1 as the reliability assessment result to program member A；If output Value be 1, show that program member A is credible, if output value be 0, show that program member A is insincere.

In the embodiment of the present application, reliability assessment is carried out to program member by reliability assessment model, is improved credible Spend the efficiency of assessment.

In a kind of optional embodiment provided by the embodiments of the present application, the reliability assessment model, in the following way It is trained: establishing training set according to the history modification data of program member in the acquired project；Using logistic regression side Method establishes initial trusted degree assessment models；According to the training sample in the training set to the initial trusted degree assessment models into Row training, obtains the reliability assessment model after the completion of training.

In practical applications, with the reliability assessment mould to program member's progress reliability assessment in mutual assistance mutual aid project For type, 8000 program members are shared in the mutual assistance mutual aid project, this 8000 program members are being participated in into mutual mutual aid The related data of project details is modified in Project Process: when modification data item, program member's information, modification time, addition project Between, the modification data such as number be combined and establish training set, the initial trusted degree of program member is established using logistic regression method Assessment models, and the related data of project details is modified as sample data by 8000 program members in above-mentioned training set The initial trusted degree assessment models of program member are trained, the reliability assessment model is obtained after the completion of training.

In the embodiment of the present application, data are modified as training data training reliability assessment model using a large amount of history, are improved The accuracy of reliability assessment model evaluation；Further, for the training of above-mentioned reliability assessment model, the history modification Data are more abundant, and the credibility model of acquisition is more accurate.

In a kind of optional embodiment provided by the embodiments of the present application, according to the proof information and right of the modification application The program member carries out the assessment result of reliability assessment, detects whether the modification application meets examination & approval entry criteria, has Body is realized in the following way:

If the testing result of the examination & approval detection model output is to meet the examination & approval entry criteria, following step is executed S108 examines modification application；

If the testing result of the examination & approval detection model output is to be unsatisfactory for the examination & approval entry criteria, optionally, by institute State modification application push in the project examine member examine；The examination & approval member is obtained to examine the modification application It criticizes as a result, and the approval results are pushed to the program member.In the embodiment of the present application, examination & approval entry criteria will be unsatisfactory for Modification application be pushed to profession examination & approval member examine, compensate for the deficiency of examination & approval.

The modification application at its age is in the project details of the mutual assistance mutual aid project participated in detection project member A to it For no satisfaction examination & approval entry criteria, will be modified according to program member A the proof information that identity card picture identifies in application with And the assessment result input examination & approval detection model of reliability assessment is carried out to program member A；

Firstly, examining detection model for the body of program member A in the above-mentioned proof information identified and the project details Part information is matched, wherein name is Name1 in the proofs information, identification card number No1, surname in the identity information Entitled Name1, identification card number No1, then it is described to prove that information and name in the identity information and identification card number are all the same, The matching result of acquisition is matching；Secondly, examination & approval detection model checks the assessment result to program member's A reliability assessment, institute It is credible for stating to the assessment result of program member's A reliability assessment, then both the matching result and assessment result, which meet, examines Testing conditions are criticized, the testing result of examination & approval detection model output is to meet the examination & approval entry criteria, following step S108 is executed, Modification application is examined.

The modification application at its age is in the project details of the mutual assistance mutual aid project participated in detection project member B to it For no satisfaction examination & approval entry criteria, by identity card picture identifies in program member B modification application proof information and right Program member B carries out the assessment result input examination & approval detection model of reliability assessment；

Firstly, examining detection model for the body of program member B in the above-mentioned proof information identified and the project details Part information is matched, wherein name is Name3 in the proofs information, identification card number No3, surname in the identity information Entitled Name3, identification card number No3, then it is described to prove that information and name in the identity information and identification card number are all the same, The matching result of acquisition is matching；Secondly, examination & approval detection model checks the assessment result to program member's B reliability assessment, institute It is insincere for stating to the assessment result of program member's B reliability assessment, then both the matching result and assessment result are not all full The examination & approval member that the modification application pushes in the project is then examined, obtains described examine by foot examination & approval testing conditions Crowd member is to the approval results of the modification application, and by approval results with application program, the mode of short message, mail or phone is pushed away Give program member B.

It, can also be during examining detection model and applying detecting to the modification in addition, in practical application It is realized on the basis of the reliability assessment model that above-mentioned optional embodiment provides, specifically, reliability assessment model is exported Reliability assessment result and it is described modification application proof information input examination & approval detection model come realize to modification application whether Meet the detection of examination & approval entry criteria.

According to this thinking, reliability assessment model and examination & approval detection model can also be further combined, specifically It is using reliability assessment model as a part of examination & approval detection model, in this case, the input for examining detection model is to repair Change the proof information of application and the history modification data of program member, wherein the history modification data of the program member are defeated Enter reliability assessment model to carry out reliability assessment, the credible or insincere of output is used as to project by reliability assessment model The assessment result of the reliability assessment of member；The reliability assessment result that examination & approval detection model is exported according to reliability assessment model Whether meeting the detection for examining entry criteria is applied for modification to realize with the proof information of the modification application.

In the embodiment of the present application, whether examination & approval entry criteria is met by examination & approval detection model detection modification application, is improved The efficiency of examination & approval.

Further, if the testing result of the examination & approval detection model output is to be unsatisfactory for the examination & approval entry criteria, by institute State modification application push in the project examine member examine；The examination & approval member is obtained to examine the modification application Batch as a result, and the approval results are pushed on the basis of the program member, further includes:

Not with the modification application at its age in the project details of the detection project member A mutual assistance mutual aid project participated in it Meet examination & approval entry criteria, examined for obtaining approval results by examining member, by program member A in the modification application Modification data item (age), modification time and examination & approval member examination & approval result (by or do not pass through) etc. information as sample Data are adjusted the examination & approval detection model.

It is above-mentioned using the modification application for being unsatisfactory for examination & approval entry criteria and approval results as sample number in the embodiment of the present application According to, constantly improve examination & approval detection model, improve examination & approval detection model accuracy.

Step S108 examines modification application.

It is described that modification application is examined in a kind of optional embodiment provided by the embodiments of the present application, specifically It realizes in the following way:

Alteration ruler is examined described in the embodiment of the present application, is referred to and is judged it is expected that the data item of modification whether may be used in modification application The rule modified with the desired value according to the data item.Such as: if program member A is in modification application to its age Desired value is 39 years old, and according to the birthdate in the proof information of the modification application, obtains the age of program member A It is 39 years old, the two is identical, then it is assumed that the modification application meets examination & approval alteration ruler.

If program member B is 36 years old to the desired value at its age in modification application, and according to the card of the modification application Birthdate in bright information, the age for obtaining program member B is 38 years old, and the two is different, then it is assumed that the modification Application is unsatisfactory for examination & approval alteration ruler.

Met with the modification application at its age in the project details of the program member A mutual assistance mutual aid project participated in it and is examined For criticizing entry criteria, its age 45 years old in project details is changed to modification Shen by program member A application in modification application Please in desired value 39 years old of the age, and modification application has met examination & approval entry criteria, if being applied according to the modification Prove the birthdate in information, the age for obtaining program member A is also 39 years old, with the age in above-mentioned modification application Desired value is identical, then it is assumed that the modification application meets examination & approval alteration ruler, and the age in project details was changed from 45 years old It is 39 years old.

Met with the modification application at its age in the project details of the program member B mutual assistance mutual aid project participated in it and is examined For criticizing entry criteria, its age 40 years old in project details is changed to modification Shen by program member B application in modification application Please in desired value 36 years old of the age, and modification application has met examination & approval entry criteria, if being applied according to the modification Prove the birthdate in information, the age for obtaining program member B is the phase at age in 38 years old, with above-mentioned modification application Prestige value is different, then it is assumed that the modification application is unsatisfactory for examination & approval alteration ruler, and output approval results are not pass through.

Modification application in the embodiment of the present application, by presetting examination & approval alteration ruler, to examination & approval entry criteria is met It is examined, the participation of examination & approval member is not needed in this approval process, considerably reduces human cost.

Following combination Fig. 2, by taking the method for project examination provided by the present application is in the application of mutual assistance mutual aid project as an example, to institute The method for stating project examination is further described, and the method for the project examination specifically includes step S202 to step S216.

Step S202 obtains modification application of the program member to the project details of its participated in mutual assistance mutual aid project, described Documentary evidence comprising the modification application in modification application.

Step S204 identifies the proof information of the modification application in the documentary evidence of the modification application.

Step S206, by by the proof information of the modification application and carrying out reliability assessment to the program member Assessment result input examination & approval detection model, be made whether to meet the detection of the examination & approval entry criteria to the modification application；

If so, executing following step S208；

If it is not, executing following step S214.

Step S208, judges whether the modification application meets examination & approval alteration ruler；

If so, executing following step S210；

If it is not, executing following step S212.

Step S210, according to the expectation of the data item and the data item of the expectation modification for including in the modification application Value modifies to the data item for it is expected modification described in the project details.

The result of step S212, the output examination & approval modification application are not pass through.

Modification application is pushed to examination & approval member in the project and examined by step S214.

Step S216 obtains the examination & approval member to the approval results of the modification application, and the approval results is pushed away Give the program member.

In the embodiment of the present application, by a kind of method of project examination, the documentary evidence of the modification application of acquisition is carried out Identification, the assessment result of the proof information and the reliability assessment to program member applied according to the modification that identification obtains, inspection It surveys whether the modification application meets examination & approval entry criteria, if meeting the examination & approval entry criteria, directly examines, without examination & approval Member intervenes examination & approval, improves the accuracy rate and efficiency of examination & approval, while also improving the modification experience of program member, reduces careful Dependence of the cost and examination & approval for the manpower criticized to manpower.

It is corresponding with above method embodiment, present invention also provides a kind of Installation practice of project examination,

Fig. 3 shows the schematic diagram of the project examination device of the application one embodiment.As shown in figure 3, the device includes:

Module 302 is obtained, is configured as obtaining modification application of the program member to the project details of its participated in project, institute State the documentary evidence comprising the modification application in modification application；

Identification module 304 is configured as identifying the proof of the modification application in the documentary evidence of the modification application Information；

Detection module 306 is configured as the proof information according to the modification application and carries out to the program member The assessment result of reliability assessment, detects whether the modification application meets examination & approval entry criteria；

If so, OPERATIONAL APPROVAL module 308；The approval module 308 is configured as applying examining to the modification.

Optionally, the identification module 304, comprising:

It identifies submodule, is configured as identifying the identity card picture for including in the documentary evidence, be identified Information；

Extracting sub-module is configured as extracting the proof information with the modification application in the identification information.

Optionally, the device of the project examination, further includes:

Optionally, the approval module 308, comprising:

Optionally, the detection module 306, comprising:

Optionally, if the testing result that the detection module 306 exports is to be unsatisfactory for the examination & approval entry criteria, operation is such as Lower module:

Pushing module, be configured as by the modification apply push in the project examine member examine；

Approval results module is obtained, is configured as obtaining the examination & approval member to the approval results of the modification application, and The approval results are pushed to the program member.

Optionally, the device of the project examination, further includes:

Module is adjusted, is configured as that data will be modified as sample comprising the history of the modification application and the approval results Notebook data is adjusted the examination & approval detection model.

Optionally, the history modification data include at least one of following:

A kind of calculating apparatus embodiments provided by the present application are as follows:

Fig. 4 shows the structural block diagram of the calculating equipment 400 according to one embodiment of this specification.The calculating equipment 400 Component includes but is not limited to memory 410 and processor 420.Processor 420 is connected with memory 410 by bus 430, Database 450 is for saving data.

Calculating equipment 400 further includes access device 440, access device 440 enable calculate equipment 400 via one or Multiple networks 460 communicate.The example of these networks includes public switched telephone network (PSTN), local area network (LAN), wide area network (WAN), the combination of the communication network of personal area network (PAN) or such as internet.Access device 440 may include wired or wireless One or more of any kind of network interface (for example, network interface card (NIC)), such as IEEE802.11 wireless local area Net (WLAN) wireless interface, worldwide interoperability for microwave accesses (Wi-MAX) interface, Ethernet interface, universal serial bus (USB) connect Mouth, cellular network interface, blue tooth interface, near-field communication (NFC) interface, etc..

In one embodiment of this specification, other unshowned portions in the above-mentioned component and Fig. 4 of equipment 400 are calculated Part can also be connected to each other, such as pass through bus.It should be appreciated that calculating device structure block diagram shown in Fig. 4 merely for the sake of Exemplary purpose, rather than the limitation to this specification range.Those skilled in the art can according to need, and increases or replaces it His component.

Calculating equipment 400 can be any kind of static or mobile computing device, including mobile computer or mobile meter Calculate equipment (for example, tablet computer, personal digital assistant, laptop computer, notebook computer, net book etc.), movement Phone (for example, smart phone), wearable calculating equipment (for example, smartwatch, intelligent glasses etc.) or other kinds of shifting Dynamic equipment, or the static calculating equipment of such as desktop computer or PC.Calculating equipment 400 can also be mobile or state type Server.

The application provides a kind of calculating equipment, including memory 410, processor 420 and storage are on a memory and can be The computer instruction run on processor, the processor 420 is for executing following computer executable instructions:

If so, being examined to modification application.

Optionally, the reliability assessment model, is trained in the following way:

Optionally, the history modification data include at least one of following:

A kind of computer readable storage medium embodiment provided by the present application is as follows:

One embodiment of the application also provides a kind of computer readable storage medium, is stored with computer instruction, the instruction To be used for when being executed by processor:

If so, being examined to modification application.

Optionally, the reliability assessment model, is trained in the following way:

Optionally, the history modification data include at least one of following:

A kind of exemplary scheme of above-mentioned computer readable storage medium for the present embodiment.It should be noted that this is deposited The technical solution of the technical solution of storage media and the method for above-mentioned project examination belongs to same design, the technical side of storage medium The detail content that case is not described in detail may refer to the description of the technical solution of the method for above-mentioned project examination.

It is above-mentioned that this specification specific embodiment is described.Other embodiments are in the scope of the appended claims It is interior.In some cases, the movement recorded in detail in the claims or step can be come according to the sequence being different from embodiment It executes and desired result still may be implemented.In addition, process depicted in the drawing not necessarily require show it is specific suitable Sequence or consecutive order are just able to achieve desired result.In some embodiments, multitasking and parallel processing be also can With or may be advantageous.

The computer instruction includes computer program code, the computer program code can for source code form, Object identification code form, executable file or certain intermediate forms etc..The computer-readable medium may include: that can carry institute State any entity or device, recording medium, USB flash disk, mobile hard disk, magnetic disk, CD, the computer storage of computer program code Device, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), Electric carrier signal, telecommunication signal and software distribution medium etc..It should be noted that the computer-readable medium include it is interior Increase and decrease appropriate can be carried out according to the requirement made laws in jurisdiction with patent practice by holding, such as in certain jurisdictions of courts Area does not include electric carrier signal and telecommunication signal according to legislation and patent practice, computer-readable medium.

It should be noted that for the various method embodiments described above, describing for simplicity, therefore, it is stated as a series of Combination of actions, but those skilled in the art should understand that, the application is not limited by the described action sequence because According to the application, certain steps can use other sequences or carry out simultaneously.Secondly, those skilled in the art should also know It knows, the embodiments described in the specification are all preferred embodiments, and related actions and modules might not all be this Shen It please be necessary.

In the above-described embodiments, it all emphasizes particularly on different fields to the description of each embodiment, there is no the portion being described in detail in some embodiment Point, it may refer to the associated description of other embodiments.

The application preferred embodiment disclosed above is only intended to help to illustrate the application.There is no detailed for alternative embodiment All details are described, are not limited the invention to the specific embodiments described.Obviously, according to the content of this specification, It can make many modifications and variations.These embodiments are chosen and specifically described to this specification, is in order to preferably explain the application Principle and practical application, so that skilled artisan be enable to better understand and utilize the application.The application is only It is limited by claims and its full scope and equivalent.

Claims

1. a kind of method of project examination characterized by comprising

Modification application of the program member to the project details of its participated in project is obtained, includes the modification in the modification application The documentary evidence of application；

Carry out according to the proof information of the modification application and to the program member assessment result of reliability assessment, detection Whether the modification application meets examination & approval entry criteria；

If so, being examined to modification application.

2. the method for project examination according to claim 1, which is characterized in that the proof text in the modification application The proof information of the modification application is identified in part, comprising:

3. the method for project examination according to claim 1, which is characterized in that described credible to program member progress Degree assessment, comprising:

Reliability assessment model is inputted by the way that the history is modified data, reliability assessment is carried out to the program member, it will The credible or insincere assessment result as the program member of output.

4. the method for project examination according to claim 3, which is characterized in that the reliability assessment model, using such as Under type is trained:

The initial trusted degree assessment models are trained according to the training sample in the training set, are obtained after the completion of training The reliability assessment model.

5. the method for project examination according to claim 1, which is characterized in that described to examine modification application Batch, comprising:

If meeting the examination & approval alteration ruler, according to the data item for the expectation modification for including in the modification application and the number According to the desired value of item, modify to the data item for it is expected modification described in the project details；

6. the method for project examination according to claim 1, which is characterized in that the proof according to the modification application Information and the assessment result that reliability assessment is carried out to the program member, detect whether the modification application meets examination & approval standard Enter condition, comprising:

By the way that the proof information of the modification application and the assessment result for carrying out reliability assessment to the program member is defeated Enter to examine detection model, the modification application is made whether to meet the detection of the examination & approval entry criteria；

If the testing result of the examination & approval detection model output is to meet the examination & approval entry criteria, executes and described repaired to described Change application and carries out examination & approval step.

7. the method for project examination according to claim 6, which is characterized in that if the card according to the modification application Bright information and the assessment result that reliability assessment is carried out to the program member, detect whether the modification application meets examination & approval The testing result of entry criteria step is to be unsatisfactory for the examination & approval entry criteria, is performed the following operations:

Obtain it is described examination & approval member to it is described modification application approval results, and by the approval results be pushed to the project at Member.

8. the method for project examination according to claim 7, which is characterized in that described to obtain the examination & approval member to described The approval results of application are modified, and the approval results are pushed to after program member's step execution, further includes:

Using the history modification data comprising the modification application and the approval results as sample data, the examination & approval are detected Model is adjusted.

9. the method for the project examination according to claim 3 or 8, which is characterized in that under the history modification data include State at least one:

10. a kind of device of project examination characterized by comprising

Module is obtained, is configured as obtaining modification application of the program member to the project details of its participated in project, the modification Documentary evidence comprising the modification application in application；

Identification module is configured as identifying the proof information of the modification application in the documentary evidence of the modification application；

Detection module is configured as commenting according to the proof information of the modification application and to program member progress confidence level The assessment result estimated, detects whether the modification application meets examination & approval entry criteria；

11. the device of project examination according to claim 10, which is characterized in that further include:

Evaluation module is configured as inputting reliability assessment model by the way that the history is modified data, to the program member Reliability assessment is carried out, by the credible or insincere assessment result as the program member of output.

12. the device of project examination according to claim 11, which is characterized in that the reliability assessment model passes through Following submodule is run to be trained:

Training set submodule is established, is configured as establishing instruction according to the history modification data of program member in the acquired project Practice collection；

Training submodule is configured as carrying out the initial trusted degree assessment models according to the training sample in the training set Training obtains the reliability assessment model after the completion of training.

13. the device of project examination according to claim 10, which is characterized in that the approval module, comprising:

If meeting the examination & approval alteration ruler, operation modification submodule；The modification submodule is configured as repairing according to Change the data item for the expectation modification for including in application and the desired value of the data item, it is expected to repair to described in the project details The data item changed is modified；

If being unsatisfactory for the alteration ruler, output sub-module is run；The output sub-module is configured as described in output examination & approval The result of modification application is not pass through.

14. the device of project examination according to claim 10, which is characterized in that the detection module, comprising:

Detection sub-module is examined, is configured as by carrying out the proof information of the modification application and to the program member The assessment result input examination & approval detection model of reliability assessment, is made whether to meet the examination & approval access item to modification application The detection of part；

If the testing result of the examination & approval detection model output is to meet the examination & approval entry criteria, the examination & approval mould is run Block.

15. a kind of calculating equipment characterized by comprising

Memory and processor；

The memory is for storing computer executable instructions, and for executing, the computer is executable to be referred to the processor It enables:

If so, being examined to modification application.

16. a kind of computer readable storage medium, is stored with computer instruction, which is characterized in that the instruction is held by processor The step of method of project examination described in claim 1 to 9 any one is realized when row.