CN109993479A - Procurement data processing method, device, storage medium and server - Google Patents

Procurement data processing method, device, storage medium and server Download PDF

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CN109993479A
CN109993479A CN201910115386.3A CN201910115386A CN109993479A CN 109993479 A CN109993479 A CN 109993479A CN 201910115386 A CN201910115386 A CN 201910115386A CN 109993479 A CN109993479 A CN 109993479A
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procurement
request information
target item
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张欣宇
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Ping An Technology Shenzhen Co Ltd
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Abstract

The present invention relates to technical field of data processing, providing a kind of procurement data processing method, device, storage medium and server, the procurement data processing method includes: the procurement request information obtained in a period of time;Wherein, the procurement request information includes the essential information to procurement objective article;The disaggregated model that the procurement request information input is trained in advance is classified, procurement data list is generated;The procurement data list is sent to audit client to audit;The confirmation message that audit client is sent is received, the instruction for purchasing the target item is sent according to the unidirectional procurement platform of the procurement data, so that procurement platform purchases the target item.The present invention, which is realized, carries out centralized purchasing to procurement objective article in a period of time, avoids when procurement objective number of articles is less, needs repeatedly to initiate buying, waste of manpower and time cost, and influence procurement efficiency.

Description

Procurement data processing method, device, storage medium and server
Technical field
The present invention relates to technical field of data processing, specifically, the present invention relates to a kind of procurement data processing methods, dress It sets, storage medium and server.
Background technique
Buying refers to that enterprise obtains product or service as corporate resources, to protect from supply market under certain conditions The work item that the production of card enterprise and business activities are normally carried out.At present buying when, user inputted in procurement management system to The procurement information of procurement objective article initiates procurement request, and procurement management system is in response to procurement request, procurement objective article, But the procurement information that procurement management system is got is often more in disorder, and when procurement objective number of articles is less, needs It is repeatedly purchased, waste of manpower and time cost influence procurement efficiency.
Summary of the invention
The purpose of the present invention is intended to provide a kind of procurement data processing method, in disorder to solve procurement information, and when to It when procurement objective number of articles is less, needs repeatedly to be purchased, waste of manpower and time cost influence asking for procurement efficiency Topic.
A kind of procurement data processing method provided by the invention, comprising:
Obtain the procurement request information in a period of time;Wherein, the procurement request information includes to procurement objective article Essential information;
The disaggregated model that the procurement request information input is trained in advance is classified, procurement data list is generated;
The procurement data list is sent to audit client to audit;
The confirmation message that audit client is sent is received, is sent described in buying according to the unidirectional procurement platform of the procurement data The instruction of target item, so that procurement platform purchases the target item.
In one embodiment, the disaggregated model that the procurement request information input is trained in advance carries out classifying it Afterwards, further includes:
Identical procurement request information is merged into statistics according to classification results, obtains statistical data;
The procurement data list is generated using the statistical data.
In one embodiment, before the procurement request information obtained in a period of time, further includes:
Connection is established with Human Resource Management System;
The dynamic data of user in periodic monitoring Human Resource Management System updates the library of target item according to dynamic data Storage;
When the quantity in stock of target item is lower than preset value, the procurement request information of the target item is generated.
In one embodiment, before the confirmation message for receiving audit client transmission, further includes:
Obtain the buying time limit to procurement objective article;
It when purchasing the time limit lower than preset time period, sends a warning message to audit client, to prompt audit client Priority Review status.
It is in one embodiment, described that the procurement data list is sent to the step of audit client is audited, comprising:
The buying total resources value to procurement objective article is estimated according to the procurement data list;
The corresponding audit client of the buying total resources value is inquired from the list prestored;
The procurement data list is sent to corresponding audit client to audit.
In one embodiment, described that the finger for purchasing the target item is sent according to the unidirectional procurement platform of the procurement data The step of enabling, comprising:
The practical total resources value to procurement objective article under each procurement platform is calculated according to the procurement data list;
Procurement platform of the practical total resources value less than or equal to buying total resources value is obtained, procurement platform set is generated;
Target procurement platform is filtered out from procurement platform set according to screening rule;
The instruction for purchasing the target item is sent to target procurement platform.
In one embodiment, the disaggregated model that the procurement request information input is trained in advance carries out classifying it Before, further includes:
Obtain procurement request information collection and corresponding procurement data list;
It is trained using procurement request information collection and procurement data single pair convolutional neural networks, until being generated when convergence The disaggregated model.
A kind of procurement data processing unit provided by the invention, comprising:
Module is obtained, for obtaining the procurement request information in a period of time;Wherein, the procurement request information include to The essential information of procurement objective article;
Categorization module, the disaggregated model for training the procurement request information input in advance are classified, and generation is adopted Purchase data sheet;
Auditing module is audited for the procurement data list to be sent to audit client;
Receiving module, the confirmation message sent for receiving audit client, is unidirectionally purchased flat according to the procurement data Platform sends the instruction for purchasing the target item, so that procurement platform purchases the target item.
A kind of storage medium provided by the invention, is stored thereon with computer program,
The computer program is realized when being executed by processor at procurement data described in above-mentioned any one technical solution Reason method.
A kind of server provided by the invention, comprising:
One or more processors;
Storage device, for storing one or more programs;
When one or more of programs are executed by one or more of processors, so that one or more of places Reason device realizes procurement data processing method described in above-mentioned any one technical solution.
Compared with the existing technology, present invention has the advantage that
Procurement data processing method provided by the invention is believed by obtaining the procurement request that user uploads whithin a period of time Breath, then classifies the disaggregated model that the procurement request information input is trained in advance, to treat procurement objective article Essential information carries out classification processing, generates procurement data list, and procurement data list is sent to audit client and is audited, obtains To after the confirmation of audit client, the instruction for purchasing the target item is sent to procurement platform, so that procurement platform purchases institute Target item is stated, centralized purchasing is carried out to procurement objective article in a period of time to realize, avoids when to procurement objective It when number of articles is less, needs repeatedly to be purchased, waste of manpower and time cost influence procurement efficiency;The present invention also passes through To the classification processing of procurement request information, avoids procurement request information in disorder, influence procurement process.
The additional aspect of the present invention and advantage will be set forth in part in the description, these will become from the following description Obviously, or practice through the invention is recognized.
Detailed description of the invention
Above-mentioned and/or additional aspect and advantage of the invention will become from the following description of the accompanying drawings of embodiments Obviously and it is readily appreciated that, in which:
Fig. 1 is the implementation environment figure of the procurement data processing method provided in one embodiment of the invention;
Fig. 2 is a kind of flow diagram of embodiment of procurement data processing method of the present invention;
Fig. 3 is the flow diagram of another embodiment of procurement data processing method of the present invention;
Fig. 4 it is provided by one embodiment of the present invention by the procurement data list be sent to audit client audit The flow diagram of step;
Fig. 5 is that provided by one embodiment of the present invention sent according to the unidirectional procurement platform of the procurement data purchases the mesh The flow diagram for the step of marking the instruction of article;
Fig. 6 is a kind of module frame chart of embodiment of procurement data processing unit of the present invention;
Fig. 7 is the structural schematic diagram of the server of one embodiment of the invention.
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached The embodiment of figure description is exemplary, and for explaining only the invention, and is not construed as limiting the claims.
Those skilled in the art of the present technique are appreciated that unless expressly stated, singular " one " used herein, " one It is a ", " described " and "the" may also comprise plural form.It is to be further understood that being arranged used in specification of the invention Diction " comprising " refer to that there are the feature, integer, step, operation, element and/or component, but it is not excluded that in the presence of or addition Other one or more features, integer, step, operation, element, component and/or their group.It should be understood that when we claim member Part is " connected " or when " coupled " to another element, it can be directly connected or coupled to other elements, or there may also be Intermediary element.In addition, " connection " used herein or " coupling " may include being wirelessly connected or wirelessly coupling.It is used herein to arrange Diction "and/or" includes one or more associated wholes for listing item or any cell and all combinations.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art Language and scientific term), there is meaning identical with the general understanding of those of ordinary skill in fields of the present invention.Should also Understand, those terms such as defined in the general dictionary, it should be understood that have in the context of the prior art The consistent meaning of meaning, and unless idealization or meaning too formal otherwise will not be used by specific definitions as here To explain.
Fig. 1 is the implementation environment figure of the procurement data processing method provided in one embodiment, as shown in Figure 1, in the reality It applies in environment, including server 110, terminal 120.Wherein, client is installed, the terminal 120 passes through in the terminal 120 Network is connect with server 110, realizes the interaction between terminal 120 and server 110.Wherein, above-mentioned network may include because Special net, 2G/3G/4G, wifi etc..
It should be noted that server 110 can be independent physical server or terminal, it is also possible to multiple physics clothes The server cluster for device composition of being engaged in can be to provide the basic cloud computing service such as Cloud Server, cloud database, cloud storage and CDN Cloud Server.
The terminal 120 can be smart phone, tablet computer, laptop, desktop computer, intelligent sound box, intelligence Energy wrist-watch etc., however, it is not limited to this.
As shown in Fig. 2, the present invention provides a kind of procurement data processing method, it is in disorder to solve procurement information, and work as It when procurement objective number of articles is less, needs repeatedly to be purchased, waste of manpower and time cost influence asking for procurement efficiency Topic.The procurement data processing method includes:
S21, the procurement request information in acquisition a period of time;Wherein, the procurement request information includes to procurement objective The essential information of article;
In this step, when user by client log in procurement management system, input on client end interface wait purchase When the essential information of target item, the procurement request of procurement objective article is initiated to server, server is in response to client Procurement request, by include to the essential information of procurement objective article procurement request information record in the database.When wait purchase When the quantity of target item or procurement request reaches certain value, server obtains the procurement request information in a period of time.Wherein, The procurement request information may include the information such as target item title, model, purchase quantity.
S22, the disaggregated model that the procurement request information input is trained in advance is classified, generates procurement data list;
It in this step, will be described after server is from the procurement request information extracted in a period of time in database The disaggregated model that procurement request information input is trained in advance classifies to procurement request information using disaggregated model, will be identical Be divided in same category to procurement objective article, and then generate procurement data list, it is in disorder to avoid procurement information, influence to adopt Purchase efficiency.Wherein, the letter such as the recordable title for needing procurement objective article of the procurement data list, model, quantity, buying time limit Breath.
For example, all containing the quantity letter for needing to purchase computer and computer when in a plurality of procurement request information got Breath, then extract from procurement request information comprising computer and its quantity information, and be divided in computer classification;Or buying When containing the target items such as earphone, mouse, keyboard in solicited message, then these target items are divided in electronic device classification In, to these target item centralized purchasings when buying, to save cost.
S23, by the procurement data list be sent to audit client audit;
The procurement data list of generation is sent to audit client and audited by this step, is purchased by audit client checks Information in data sheet, and confirmation message is returned to server without mistaking in audit.When procurement data list audit it is obstructed out-of-date, Then the error message in procurement data list is marked, and returns to server, server carries out the error message of label Correction, is then forwarded to audit client, is checked again by audit client, until sending and confirming to server when audit passes through Information.
S24, the confirmation message that audit client is sent is received, buying is sent according to the unidirectional procurement platform of the procurement data The instruction of the target item, so that procurement platform purchases the target item.
In this step, it after server receives the confirmation message that audit client is sent, is adopted to procurement platform transmission The instruction for purchasing target item, so that procurement platform is according to procurement data list procurement objective article.Wherein, the procurement platform can be with It is the electric business platform being connect with procurement management system, inputs target item on electric business platform according to the information on procurement data list Title and information of receiving accordingly, the target item can be purchased.
Procurement data processing method provided by the invention is believed by obtaining the procurement request that user uploads whithin a period of time Breath, then classifies the disaggregated model that the procurement request information input is trained in advance, to treat procurement objective article Essential information carries out classification processing, generates procurement data list, and procurement data list is sent to audit client and is audited, obtains To after the confirmation of audit client, the instruction for purchasing the target item is sent to procurement platform, so that procurement platform purchases institute Target item is stated, centralized purchasing is carried out to procurement objective article in a period of time to realize, avoids when to procurement objective It when number of articles is less, needs repeatedly to be purchased, waste of manpower and time cost influence procurement efficiency;The present invention also passes through To the classification processing of procurement request information, avoids procurement request information in disorder, influence procurement process.
In order to be more clear the technical solution and its technical effect of the embodiment of the present invention, below to procurement data processing method Embodiment be further elaborated.
In one embodiment, server can generate buying list according to historical purchase data, and be shown in client end interface On, when user buying list on selection after procurement objective article, to server initiate procurement objective article procurement request, Without being manually entered the information of target item, user experience is promoted.
In one embodiment, the disaggregated model for training the procurement request information input in advance of step S22 is divided After class, it may also include that
Identical procurement request information is merged into statistics according to classification results, obtains statistical data;
The procurement data list is generated using the statistical data.
Under normal conditions, than advantageous by the way of centralized purchasing, purchase cost compares the identical target item of type It is low, therefore, periodic purchase can be concentrated to some common and not urgent articles.In the present embodiment, server can also be according to not With Client-initiated procurement request, judge whether there is identical procurement data in procurement request information, such as same model or identical Identical procurement data is divided into same category, and is counted by the target item of type, generates statistical data, last benefit The procurement data list is generated with the statistical data, to carry out classification processing automatically to bought articles, centralized purchasing is carried out, keeps away Exempt to need repeatedly to purchase the waste for leading to manpower and time cost.
For example, all containing the information for needing to purchase mouse in two procurement request information, and it is respectively necessary for buying 20 With 30, then when generating procurement data list, this two procurement request information are merged into statistics, therefore, procurement data list The middle other purchase quantity of corresponding mouse type is 50.
In one embodiment, as shown in figure 3, may be used also before the procurement request information of step S21 obtained in a period of time Include:
S18, connection is established with Human Resource Management System;
The dynamic data of user in S19, periodic monitoring Human Resource Management System updates target item according to dynamic data Quantity in stock;
S20, when the quantity in stock of target item be lower than preset value when, generate the procurement request information of the target item.
In most enterprises, the procurement work of company is mainly employee's service, such as the buying of employee's articles for daily use, this When, the quantity in stock of target item can with the quantity of employee corresponding change.For example, being then employee's outfit when employee's registration The quantity in stock of article then accordingly reduce;And when labor turnover, first check for whether scrapping for the article that employee is equipped with, if Nothing, then the quantity in stock of the article is increase accordingly.Therefore, procurement management system can establish connection with Human Resource Management System, with The dynamic data of user in periodic monitoring Human Resource Management System, such as the increase and decrease of user, according to dynamic data real-time update mesh The quantity in stock of article is marked, and when the quantity in stock of target item is lower than preset value, generates the procurement request letter of the target item Breath sends the instruction for purchasing the target item to procurement platform, so that procurement platform purchases the target item, to avoid object Product lack the urgent buying of needs, and purchase cost is caused to increase.
In one embodiment, before the confirmation message that the reception audit client of step S24 is sent, may also include that
Obtain the buying time limit to procurement objective article;
It when purchasing the time limit lower than preset time period, sends a warning message to audit client, to prompt audit client Priority Review status.
In the present embodiment, the buying time limit that may also include target item in procurement request information is lower than when the buying time limit When preset time period, i.e., when current time is prescribed a time limit absolutely close to buying, server sends a warning message to audit client, with prompt The audit of audit client first close to the procurement data list that limits absolutely of buying, thus avoid Review Cycle it is too long cause target item without Method is purchased in time, influences enterprise's day-to-day operation.
In one embodiment, when audit, also priority level can be set according to the importance of target item, according to priority level The procurement data list of target item is audited.
In one embodiment, after the acquisition is to the buying time limit of procurement objective article, may also include that
Assign procurement data list different color marks according to the length of time in buying time limit.
In the present embodiment, server obtained after the buying time limit of procurement objective article, according to apart from buying hour Length is marked with different colors to procurement data list, excellent to urgent target item when buying to indicate the order of importance and emergency First purchase.For example, available green indicates not urgent, yellow indicates more urgent, and red indicates urgent, marks shown in red When, then it sends a warning message to audit client, to prompt the procurement data list of audit client first audit red-label, with After the confirmation message for receiving audit client, the instruction of procurement objective article, timely procurement objective object are sent to procurement platform Product.
In one embodiment, as shown in figure 4, step S23 may particularly include:
S231, the buying total resources value to procurement objective article is estimated according to the procurement data list;
S232, the corresponding audit client of the buying total resources value is inquired from the list prestored;
S233, it the procurement data list is sent to corresponding audit client audits.
In the present embodiment, it after generating procurement data list, can first be estimated according to procurement data list to procurement objective object The buying total resources value of product, and the corresponding audit client of the buying total resources value is inquired from the list prestored, it will be described Procurement data list is sent to corresponding audit client and is audited.For example, when the buying total resources value of target item is lower, Procurement data list can be sent to the corresponding audit client of the lower department head of title and rank to audit;When buying is total When resource value is higher, then procurement data list is sent to the corresponding audit client of the higher company responsible person of title and rank and carried out Audit, so that procurement data list be avoided to concentrate on same audit client, causes review efficiency lower.
In one embodiment, as shown in figure 5, step S24's sends buying according to the unidirectional procurement platform of the procurement data It the step of instruction of the target item, may particularly include:
S241, the practical total resources to procurement objective article under each procurement platform are calculated according to the procurement data list Value;
S242, procurement platform of the practical total resources value less than or equal to buying total resources value is obtained, generates procurement platform collection It closes;
S243, target procurement platform is filtered out from procurement platform set according to screening rule;
S244, the instruction for purchasing the target item is sent to target procurement platform.
In the present embodiment, it since target item may be different in the resource value of different procurement platforms, and different adopts Purchase platform is often given according to the purchase quantity of target item certain preferential, and therefore, this implementation can be according to the buying number According to single practical total resources value calculated to procurement objective article under each procurement platform, obtains practical total resources value and be less than or equal to The procurement platform of total resources value is purchased, generates procurement platform set, and filter out target procurement platform from procurement platform set, The instruction for purchasing the target item is sent to target procurement platform, so that best procurement platform is found, with saving of purchase cost. Wherein, the screening rule can be screened according to the price and quality of target item.
In one embodiment, the disaggregated model for training the procurement request information input in advance of step S22 is divided Before class, it may also include that
Obtain procurement request information collection and corresponding procurement data list;
It is trained using procurement request information collection and corresponding procurement data single pair convolutional neural networks, until convergence When, generate the disaggregated model.
The present embodiment can be according to procurement request information collection and the corresponding procurement data single pair convolution of each procurement request information Neural network carries out repetition training, when training, the parameter of convolutional neural networks can be adjusted in real time according to training result, until volume When product neural network convergence, the disaggregated model of training qualification is obtained.
As shown in fig. 6, the embodiments of the present invention also provide a kind of procurement data processing unit, in a kind of the present embodiment, Including obtaining module 61, categorization module 62, auditing module 63 and receiving module 64;Wherein,
Module 61 is obtained, for obtaining the procurement request information in a period of time;Wherein, the procurement request information includes Essential information to procurement objective article;
When user logs in procurement management system by client, base of the input to procurement objective article on client end interface When this information, the procurement request of procurement objective article is initiated to server, server will be wrapped in response to the procurement request of client It includes and is recorded in the database to the procurement request information of the essential information of procurement objective article.When to procurement objective article or buying When the quantity of request reaches certain value, server obtains the procurement request information in a period of time.Wherein, the procurement request letter Breath may include the information such as target item title, model, purchase quantity.
Categorization module 62, the disaggregated model for training the procurement request information input in advance are classified, and are generated Procurement data list;
After server is from the procurement request information extracted in a period of time in database, by the procurement request information Input disaggregated model trained in advance, classifies to procurement request information using disaggregated model, by identical to procurement objective Article is divided in same category, and then generates procurement data list, in disorder to avoid procurement information, influences procurement efficiency.Wherein, The information such as the recordable title for needing procurement objective article of the procurement data list, model, quantity, buying time limit.
For example, all containing the quantity letter for needing to purchase computer and computer when in a plurality of procurement request information got Breath, then extract from procurement request information comprising computer and its quantity information, and be divided in computer classification;Or buying When containing the target items such as earphone, mouse, keyboard in solicited message, then these target items are divided in electronic device classification In, to these target item centralized purchasings when buying, to save cost.
Auditing module 63 is audited for the procurement data list to be sent to audit client;
The procurement data list of generation is sent to audit client and audited by this module, is purchased by audit client checks Information in data sheet, and confirmation message is returned to server without mistaking in audit.When procurement data list audit it is obstructed out-of-date, Then the error message in procurement data list is marked, and returns to server, server carries out the error message of label Correction, is then forwarded to audit client, is checked again by audit client, until sending and confirming to server when audit passes through Information.
Receiving module 64, the confirmation message sent for receiving audit client, is unidirectionally purchased according to the procurement data Platform sends the instruction for purchasing the target item, so that procurement platform purchases the target item.
After server receives the confirmation message that audit client is sent, procurement objective article is sent to procurement platform Instruction, so that procurement platform is according to procurement data list procurement objective article.Wherein, the procurement platform can be and purchasing management System connection electric business platform, input on electric business platform according to the information on procurement data list target item title and accordingly Information of receiving, the target item can be purchased.
Procurement data processing unit provided by the invention is believed by obtaining the procurement request that user uploads whithin a period of time Breath, then classifies the disaggregated model that the procurement request information input is trained in advance, to treat procurement objective article Essential information carries out classification processing, generates procurement data list, and procurement data list is sent to audit client and is audited, obtains To after the confirmation of audit client, the instruction for purchasing the target item is sent to procurement platform, so that procurement platform purchases institute Target item is stated, centralized purchasing is carried out to procurement objective article in a period of time to realize, avoids when to procurement objective When number of articles is less, needs repeatedly to initiate buying, waste of manpower and time cost, influence procurement efficiency;The present invention also passes through To the classification processing of procurement request information, avoids procurement request information in disorder, influence procurement process.
About the device in above-described embodiment, wherein modules execute the concrete mode of operation in related this method Embodiment in be described in detail, no detailed explanation will be given here.
A kind of storage medium provided by the invention, is stored thereon with computer program,
The computer program is realized when being executed by processor at procurement data described in above-mentioned any one technical solution Reason method.
Wherein, the storage medium include but is not limited to any kind of disk (including floppy disk, hard disk, CD, CD-ROM, And magneto-optic disk), ROM (Read-Only Memory, read-only memory), (Random AcceSS Memory, stores RAM immediately Device), EPROM (EraSable Programmable Read-Only Memory, Erarable Programmable Read only Memory), (Electrically EraSable Programmable Read-Only Memory, electric erazable programmable is read-only to be deposited EEPROM Reservoir), flash memory, magnetic card or light card.It is, storage medium includes by equipment (for example, computer) can read Form storage or transmission information any medium.It can be read-only memory, disk or CD etc..
A kind of server provided by the invention, comprising:
One or more processors;
Storage device, for storing one or more programs;
When one or more of programs are executed by one or more of processors, so that one or more of places Reason device realizes procurement data processing method described in above-mentioned any one technical solution.
Fig. 7 be server of the present invention structural schematic diagram, including processor 720, storage device 730, input unit 740 with And the equal devices of display unit 750.It will be understood by those skilled in the art that the structure devices shown in Fig. 7 are not constituted to all clothes The restriction of business device may include than illustrating more or fewer components, or the certain components of combination.Storage device 730 can be used for Application program 710 and each functional module are stored, processor 720 runs the application program 710 for being stored in storage device 730, from And execute the various function application and data processing of equipment.Storage device 730 can be built-in storage or external memory, or Including both built-in storage and external memory.Built-in storage may include that read-only memory, programming ROM (PROM), electricity can be compiled Journey ROM (EPROM), electrically erasable programmable ROM (EEPROM), flash memory or random access memory.External memory can be with Including hard disk, floppy disk, ZIP disk, USB flash disk, tape etc..Storage device disclosed in this invention includes but is not limited to depositing for these types Storage device.Storage device 730 disclosed in this invention is only used as example rather than as restriction.
Input unit 740 is used to receive the access request of input and the user's input of signal.Input unit 740 can wrap Include touch panel and other input equipments.Touch panel collects touch operation (such as the user of user on it or nearby Use the operation of any suitable object or attachment such as finger, stylus on touch panel or near touch panel), and according to The preset corresponding attachment device of driven by program;Other input equipments can include but is not limited to physical keyboard, function key One of (such as broadcasting control button, switch key etc.), trace ball, mouse, operating stick etc. are a variety of.Display unit 750 It can be used for showing the information of user's input or be supplied to the information of user and the various menus of computer equipment.Display unit 750 can be used the forms such as liquid crystal display, Organic Light Emitting Diode.Processor 720 is the control centre of computer equipment, is utilized The various pieces of various interfaces and the entire computer of connection, by running or executing the software being stored in storage device 730 Program and/or module, and the data being stored in storage device are called, perform various functions and handle data.
In one embodiment, server includes one or more processors 720, and one or more storage devices 730, one or more application program 710, wherein one or more of application programs 710 are stored in storage device 730 And be configured as being executed by one or more of processors 720, one or more of application programs 710 are configured to carry out Procurement data processing method described in above embodiments.
In conclusion maximum beneficial effect of the invention is:
Procurement data processing method, device, storage medium and server provided by the invention, by obtaining user at one section The procurement request information uploaded in time, is then divided the disaggregated model that the procurement request information input is trained in advance Class carries out classification processing to treat the essential information of procurement objective article, generates procurement data list, and procurement data single-shot is sent It is audited to audit client, after obtaining the confirmation of audit client, is sent to procurement platform and purchase the target item Instruction, so that procurement platform purchases the target item, to realize to collecting in a period of time to procurement objective article Middle buying avoids when procurement objective number of articles is less, needs repeatedly to initiate buying, waste of manpower and time cost, shadow Ring procurement efficiency;The present invention also by the classification processing to procurement request information, avoids procurement request information in disorder, influences to purchase Progress.
It should be understood that although each step in the flow chart of attached drawing 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, can execute in the other order.Moreover, at least one in the flow chart of attached drawing 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, execution sequence, which is also not necessarily, successively to be carried out, but can be with other At least part of the sub-step or stage of step or other steps executes in turn or alternately.
The above is only some embodiments of the invention, it is noted that for the ordinary skill people of the art For member, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications are also answered It is considered as protection scope of the present invention.

Claims (10)

1. a kind of procurement data processing method characterized by comprising
Obtain the procurement request information in a period of time;Wherein, the procurement request information includes the base to procurement objective article This information;
The disaggregated model that the procurement request information input is trained in advance is classified, procurement data list is generated;
The procurement data list is sent to audit client to audit;
The confirmation message that audit client is sent is received, is sent according to the unidirectional procurement platform of the procurement data and purchases the target The instruction of article, so that procurement platform purchases the target item.
2. procurement data processing method according to claim 1, which is characterized in that described that the procurement request information is defeated Enter after in advance trained disaggregated model classified, further includes:
Identical procurement request information is merged into statistics according to classification results, obtains statistical data;
The procurement data list is generated using the statistical data.
3. procurement data processing method according to claim 1, which is characterized in that the buying obtained in a period of time Before solicited message, further includes:
Connection is established with Human Resource Management System;
The dynamic data of user in periodic monitoring Human Resource Management System updates the inventory of target item according to dynamic data Amount;
When the quantity in stock of target item is lower than preset value, the procurement request information of the target item is generated.
4. procurement data processing method according to claim 1, which is characterized in that described to receive what audit client was sent Before confirmation message, further includes:
Obtain the buying time limit to procurement objective article;
It when purchasing the time limit lower than preset time period, sends a warning message to audit client, to prompt audit client first Audit.
5. procurement data processing method according to claim 1, which is characterized in that described to send the procurement data single-shot The step of being audited to audit client, comprising:
The buying total resources value to procurement objective article is estimated according to the procurement data list;
The corresponding audit client of the buying total resources value is inquired from the list prestored;
The procurement data list is sent to corresponding audit client to audit.
6. procurement data processing method according to claim 5, which is characterized in that described unidirectional according to the procurement data Procurement platform sends the step of instruction for purchasing the target item, comprising:
The practical total resources value to procurement objective article under each procurement platform is calculated according to the procurement data list;
Procurement platform of the practical total resources value less than or equal to buying total resources value is obtained, procurement platform set is generated;
Target procurement platform is filtered out from procurement platform set according to screening rule;
The instruction for purchasing the target item is sent to target procurement platform.
7. procurement data processing method according to claim 1, which is characterized in that described that the procurement request information is defeated Enter before in advance trained disaggregated model classified, further includes:
Obtain procurement request information collection and corresponding procurement data list;
It is trained using procurement request information collection and procurement data single pair convolutional neural networks, until when convergence, described in generation Disaggregated model.
8. a kind of procurement data processing unit characterized by comprising
Module is obtained, for obtaining the procurement request information in a period of time;Wherein, the procurement request information includes wait purchase The essential information of target item;
Categorization module, the disaggregated model for training the procurement request information input in advance are classified, and buying number is generated According to list;
Auditing module is audited for the procurement data list to be sent to audit client;
Receiving module, the confirmation message sent for receiving audit client, sends out according to the unidirectional procurement platform of the procurement data The instruction for purchasing the target item is sent, so that procurement platform purchases the target item.
9. a kind of server, which is characterized in that including memory and processor, computer-readable finger is stored in the memory It enables, when the computer-readable instruction is executed by the processor, so that the processor is executed as appointed in claim 1 to 7 The step of procurement data processing method described in one.
10. a kind of storage medium, is stored thereon with computer program, which is characterized in that the computer program is held by processor When row, the procurement data processing method as described in any one of claims 1 to 7 is realized.
CN201910115386.3A 2019-02-13 2019-02-13 Procurement data processing method, device, storage medium and server Pending CN109993479A (en)

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Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110599057A (en) * 2019-09-19 2019-12-20 珠海格力电器股份有限公司 Order business processing method, centralized scheduling platform and computer readable storage medium
CN111260285A (en) * 2020-01-15 2020-06-09 大亚湾核电运营管理有限责任公司 Nuclear power station material receiving method and system and storage medium
CN111815113A (en) * 2020-06-03 2020-10-23 苏州热工研究院有限公司 Integrated management platform, method and computer readable storage medium
CN112446716A (en) * 2019-08-27 2021-03-05 百度在线网络技术(北京)有限公司 UGC processing method and device, electronic device and storage medium
CN112668959A (en) * 2020-12-16 2021-04-16 中冶建筑研究总院有限公司 Purchase information processing method and device, electronic equipment and readable storage medium
CN113034104A (en) * 2021-03-24 2021-06-25 深圳市全药网科技有限公司 Intelligent big data analysis method and system for medicine group purchasing
CN113762821A (en) * 2020-06-30 2021-12-07 北京沃东天骏信息技术有限公司 Cargo information processing method, device, equipment and storage medium
CN113762547A (en) * 2020-06-29 2021-12-07 北京沃东天骏信息技术有限公司 Data processing method, device, equipment and computer readable storage medium
CN114997970A (en) * 2022-07-19 2022-09-02 国网浙江省电力有限公司 Purchasing plan management and control method based on cloud platform and ERP system

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030171998A1 (en) * 2002-03-11 2003-09-11 Omnicell, Inc. Methods and systems for consolidating purchase orders
US20110087626A1 (en) * 2009-10-10 2011-04-14 Oracle International Corporation Product classification in procurement systems
CN106355339A (en) * 2016-08-31 2017-01-25 合肥市正捷智能科技有限公司 Purchase and warehouse output and input management system for office supplies

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030171998A1 (en) * 2002-03-11 2003-09-11 Omnicell, Inc. Methods and systems for consolidating purchase orders
US20110087626A1 (en) * 2009-10-10 2011-04-14 Oracle International Corporation Product classification in procurement systems
CN106355339A (en) * 2016-08-31 2017-01-25 合肥市正捷智能科技有限公司 Purchase and warehouse output and input management system for office supplies

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
崔玉华等: "基于分类挖掘的企业定单分析系统", 《计算机系统应用》 *

Cited By (12)

* Cited by examiner, † Cited by third party
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CN112446716A (en) * 2019-08-27 2021-03-05 百度在线网络技术(北京)有限公司 UGC processing method and device, electronic device and storage medium
CN112446716B (en) * 2019-08-27 2024-03-05 百度在线网络技术(北京)有限公司 UGC processing method and device, electronic equipment and storage medium
CN110599057A (en) * 2019-09-19 2019-12-20 珠海格力电器股份有限公司 Order business processing method, centralized scheduling platform and computer readable storage medium
CN111260285A (en) * 2020-01-15 2020-06-09 大亚湾核电运营管理有限责任公司 Nuclear power station material receiving method and system and storage medium
CN111815113A (en) * 2020-06-03 2020-10-23 苏州热工研究院有限公司 Integrated management platform, method and computer readable storage medium
CN111815113B (en) * 2020-06-03 2024-01-05 苏州热工研究院有限公司 Integrated management platform, method and computer readable storage medium
CN113762547A (en) * 2020-06-29 2021-12-07 北京沃东天骏信息技术有限公司 Data processing method, device, equipment and computer readable storage medium
CN113762821A (en) * 2020-06-30 2021-12-07 北京沃东天骏信息技术有限公司 Cargo information processing method, device, equipment and storage medium
CN113762821B (en) * 2020-06-30 2024-04-05 北京沃东天骏信息技术有限公司 Cargo information processing method, device, equipment and storage medium
CN112668959A (en) * 2020-12-16 2021-04-16 中冶建筑研究总院有限公司 Purchase information processing method and device, electronic equipment and readable storage medium
CN113034104A (en) * 2021-03-24 2021-06-25 深圳市全药网科技有限公司 Intelligent big data analysis method and system for medicine group purchasing
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