CN109993479A - Procurement data processing method, device, storage medium and server - Google Patents
Procurement data processing method, device, storage medium and server Download PDFInfo
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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
Technical Field
The invention relates to the technical field of data processing, in particular to a purchase data processing method and device, a storage medium and a server.
Background
Procurement refers to the work items that an enterprise acquires products or services from a supply market under certain conditions to serve as enterprise resources so as to ensure the normal development of enterprise production and operation activities. At present, when purchasing, a user inputs purchasing information of a target object to be purchased on a purchasing management system and initiates a purchasing request, the purchasing management system responds to the purchasing request and purchases the target object, but the purchasing information acquired by the purchasing management system is often messy, and when the number of the target object to be purchased is small, multiple times of purchasing is needed, manpower and time cost are wasted, and purchasing efficiency is affected.
Disclosure of Invention
The invention aims to provide a purchasing data processing method to solve the problems that purchasing information is messy, and when the number of target articles to be purchased is small, multiple times of purchasing is needed, manpower and time cost are wasted, and purchasing efficiency is influenced.
The invention provides a purchase data processing method, which comprises the following steps:
acquiring purchasing request information within a period of time; wherein, the purchasing request information comprises basic information of the target object to be purchased;
inputting the purchase request information into a pre-trained classification model for classification to generate a purchase data sheet;
sending the purchase data sheet to an auditing client for auditing;
and receiving the confirmation information sent by the auditing client, and sending an instruction for purchasing the target article to the purchasing platform according to the purchasing data so that the purchasing platform purchases the target article.
In an embodiment, after inputting the purchase request information into a pre-trained classification model for classification, the method further includes:
carrying out merging statistics on the same purchase request information according to the classification result to obtain statistical data;
and generating the purchasing data sheet by utilizing the statistical data.
In one embodiment, before obtaining the purchase request information in a period of time, the method further includes:
establishing connection with a human resource management system;
monitoring dynamic data of users in the human resource management system regularly, and updating the inventory of target articles according to the dynamic data;
and when the inventory quantity of the target item is lower than a preset value, generating purchasing request information of the target item.
In an embodiment, before receiving the confirmation information sent by the audit client, the method further includes:
acquiring a purchasing period of a target object to be purchased;
and when the purchase deadline is lower than the preset time period, sending alarm information to the checking client to prompt the checking client to perform the prior checking.
In an embodiment, the step of sending the purchase data sheet to an audit client for audit includes:
estimating a total purchasing resource value of the target object to be purchased according to the purchasing data sheet;
inquiring an auditing client corresponding to the total purchase resource value from a pre-stored list;
and sending the purchase data sheet to a corresponding auditing client for auditing.
In one embodiment, the step of sending an instruction to the procurement platform to procure the target item according to the procurement data includes:
calculating the actual total resource value of the target object to be purchased under each purchasing platform according to the purchasing data sheet;
acquiring a purchasing platform of which the actual total resource value is lower than or equal to the purchasing total resource value, and generating a purchasing platform set;
screening a target purchasing platform from the purchasing platform set according to a screening rule;
and sending an instruction for purchasing the target item to a target purchasing platform.
In an embodiment, before inputting the purchase request information into a pre-trained classification model for classification, the method further includes:
acquiring a purchase request information set and a corresponding purchase data sheet;
and training the convolutional neural network by utilizing the purchase request information set and the purchase data sheet until convergence, and generating the classification model.
The invention provides a purchase data processing device, comprising:
the acquisition module is used for acquiring purchasing request information within a period of time; wherein, the purchasing request information comprises basic information of the target object to be purchased;
the classification module is used for inputting the purchasing request information into a pre-trained classification model for classification to generate a purchasing data sheet;
the auditing module is used for sending the purchase data sheet to an auditing client for auditing;
and the receiving module is used for receiving the confirmation information sent by the auditing client and sending an instruction for purchasing the target article to the purchasing platform according to the purchasing data so as to enable the purchasing platform to purchase the target article.
The present invention provides a storage medium having stored thereon a computer program,
when executed by a processor, the computer program implements the procurement data processing method of any one of the above technical solutions.
The invention provides a server, comprising:
one or more processors;
storage means for storing one or more programs;
when executed by the one or more processors, the one or more programs cause the one or more processors to implement the procurement data processing method of any of the preceding claims.
Compared with the prior art, the invention has the following advantages:
according to the purchase data processing method, purchase request information uploaded by a user within a period of time is acquired, then the purchase request information is input into a pre-trained classification model for classification, so that basic information of a target article to be purchased is classified, a purchase data sheet is generated, the purchase data sheet is sent to an auditing client for auditing, after confirmation of the auditing client is obtained, an instruction for purchasing the target article is sent to a purchase platform, so that the target article is purchased by the purchase platform, centralized purchase of the target article to be purchased within a period of time is realized, and the phenomena that when the number of the target article to be purchased is small, multiple times of purchase is needed, manpower and time cost are wasted, and purchase efficiency is influenced are avoided; the invention also avoids the messy purchasing request information from influencing the purchasing progress through the classification processing of the purchasing request information.
Additional aspects and advantages of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
Drawings
The foregoing and/or additional aspects and advantages of the present invention will become apparent and readily appreciated from the following description of the embodiments, taken in conjunction with the accompanying drawings of which:
FIG. 1 is a diagram of an environment for implementing a procurement data processing method provided in an embodiment of the invention;
FIG. 2 is a schematic flow chart diagram illustrating a method for processing procurement data according to an embodiment of the invention;
FIG. 3 is a schematic flow chart diagram illustrating a method for processing procurement data according to another embodiment of the invention;
FIG. 4 is a flowchart illustrating the steps of sending the purchase data sheet to an audit client for audit according to an embodiment of the present invention;
FIG. 5 is a flowchart illustrating steps provided by an embodiment of the present invention for sending an instruction to a procurement platform to procure the target item based on the procurement data;
FIG. 6 is a block diagram of the modules of an embodiment of the procurement data processing apparatus of the invention;
fig. 7 is a schematic structural diagram of a server according to an embodiment of the present invention.
Detailed Description
Reference will now be made in detail to embodiments of the present invention, examples of which are illustrated in the accompanying drawings, wherein like or similar reference numerals refer to the same or similar elements or elements having the same or similar function throughout. The embodiments described below with reference to the drawings are illustrative only and should not be construed as limiting the invention.
As used herein, the singular forms "a", "an", "the" and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms "comprises" and/or "comprising," when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof. It will be understood that when an element is referred to as being "connected" or "coupled" to another element, it can be directly connected or coupled to the other element or intervening elements may also be present. Further, "connected" or "coupled" as used herein may include wirelessly connected or wirelessly coupled. As used herein, the term "and/or" includes all or any element and all combinations of one or more of the associated listed items.
It will be understood by those skilled in the art that, unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the prior art and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein.
Fig. 1 is a diagram of an implementation environment of the procurement data processing method provided in an embodiment, as shown in fig. 1, in the implementation environment, including a server 110 and a terminal 120. The terminal 120 is provided with a client, and the terminal 120 is connected to the server 110 through a network, so as to realize interaction between the terminal 120 and the server 110. The network may include the internet, 2G/3G/4G, wifi, etc.
The server 110 may be an independent physical server or terminal, may be a server cluster composed of a plurality of physical servers, and may be a cloud server providing basic cloud computing services such as a cloud server, a cloud database, a cloud storage, and a CDN.
The terminal 120 may be, but is not limited to, a smart phone, a tablet computer, a notebook computer, a desktop computer, a smart speaker, a smart watch, and the like.
As shown in fig. 2, the present invention provides a purchasing data processing method to solve the problems that purchasing information is messy, and when the number of target objects to be purchased is small, multiple times of purchasing are required, which wastes manpower and time costs, and affects purchasing efficiency. The purchase data processing method comprises the following steps:
s21, acquiring purchasing request information in a period of time; wherein, the purchasing request information comprises basic information of the target object to be purchased;
in this step, when the user logs in the purchasing management system through the client and inputs the basic information of the target object to be purchased on the client interface, a purchasing request for purchasing the target object is initiated to the server, and the server responds to the purchasing request of the client and records the purchasing request information including the basic information of the target object to be purchased in the database. And when the quantity of the target articles to be purchased or the purchasing requests reaches a certain value, the server acquires the purchasing request information in a period of time. The purchase request information may include information such as name, model, purchase quantity, etc. of the target item.
S22, inputting the purchasing request information into a pre-trained classification model for classification, and generating a purchasing data sheet;
in the step, after the server extracts the purchasing request information in a period of time from the database, the purchasing request information is input into a pre-trained classification model, the classification model is used for classifying the purchasing request information, the same target objects to be purchased are classified into the same category, and then a purchasing data sheet is generated, so that the purchasing efficiency is prevented from being influenced by messy purchasing information. The purchase data sheet can record the name, model, quantity, purchase period and other information of the target object to be purchased.
For example, when the obtained plurality of pieces of purchase request information all include quantity information of computers to be purchased, extracting the quantity information of the computers from the purchase request information, and dividing the quantity information into computer categories; or when the purchase request information includes target articles such as an earphone, a mouse, a keyboard and the like, the target articles are classified into the electronic device categories, and the target articles are purchased intensively during purchase, so that the cost is saved.
S23, sending the purchase data sheet to an auditing client for auditing;
the generated purchase data sheet is sent to an auditing client side for auditing, the auditing client side checks information in the purchase data sheet, and confirmation information is returned to the server when the auditing is correct. When the purchase data sheet is not approved, error information in the purchase data sheet is marked and returned to the server, the server corrects the marked error information, and then sends the error information to the auditing client, and the server checks the error information again by the auditing client until the audit is approved and sends confirmation information to the server.
And S24, receiving the confirmation information sent by the auditing client, and sending an instruction for purchasing the target item to the purchasing platform according to the purchasing data so that the purchasing platform purchases the target item.
In this step, after receiving the confirmation information sent by the auditing client, the server sends an instruction for purchasing the target item to the purchasing platform, so that the purchasing platform acquires and purchases the target item according to the purchasing data sheet. The purchasing platform can be an e-commerce platform connected with the purchasing management system, and the name of the target object and corresponding receiving information are input on the e-commerce platform according to the information on the purchasing data sheet, so that the target object can be purchased.
According to the purchase data processing method, purchase request information uploaded by a user within a period of time is acquired, then the purchase request information is input into a pre-trained classification model for classification, so that basic information of a target article to be purchased is classified, a purchase data sheet is generated, the purchase data sheet is sent to an auditing client for auditing, after confirmation of the auditing client is obtained, an instruction for purchasing the target article is sent to a purchase platform, so that the target article is purchased by the purchase platform, centralized purchase of the target article to be purchased within a period of time is realized, and the phenomena that when the number of the target article to be purchased is small, multiple times of purchase is needed, manpower and time cost are wasted, and purchase efficiency is influenced are avoided; the invention also avoids the messy purchasing request information from influencing the purchasing progress through the classification processing of the purchasing request information.
In order to make the technical solution and technical effect of the embodiment of the present invention more clear, the following further explains an embodiment of the procurement data processing method.
In an embodiment, the server can generate a purchase list according to historical purchase data, the purchase list is displayed on a client interface, after a user selects a target article to be purchased on the purchase list, a purchase request for purchasing the target article is initiated to the server, information of the target article does not need to be manually input, and user experience is improved.
In an embodiment, after the step S22 of inputting the purchase request information into a pre-trained classification model for classification, the method may further include:
carrying out merging statistics on the same purchase request information according to the classification result to obtain statistical data;
and generating the purchasing data sheet by utilizing the statistical data.
Generally, the target items with the same type are advantageously purchased in a centralized manner, and the purchasing cost is low, so that the target items which are frequently used and not urgent can be purchased in a centralized and regular manner. In this embodiment, the server may further determine whether the same purchase data, such as target items of the same type or the same type, exists in the purchase request information according to purchase requests initiated by different users, divide the same purchase data into the same category, perform statistics, generate statistical data, and finally generate the purchase data sheet by using the statistical data, so as to automatically classify the purchased items, perform centralized purchasing, and avoid waste of labor and time costs due to multiple purchases.
For example, if two pieces of purchase request information include information that a mouse needs to be purchased and 20 and 30 purchases are needed, respectively, the two pieces of purchase request information are combined and counted when the purchase data sheet is generated, and therefore the number of purchases corresponding to the mouse category in the purchase data sheet is 50.
In an embodiment, as shown in fig. 3, before acquiring the procurement request information in step S21, the method may further include:
s18, establishing connection with a human resource management system;
s19, monitoring dynamic data of users in the human resource management system regularly, and updating the inventory of target articles according to the dynamic data;
and S20, when the stock quantity of the target item is lower than the preset value, generating purchasing request information of the target item.
In most enterprises, the purchasing work of a company is mainly to serve employees, such as purchasing daily supplies of the employees, and at this time, the inventory of target items changes correspondingly with the number of the employees. For example, when the employee enters the job, the inventory of the items provided for the employee is correspondingly reduced; when the staff leaves, whether the articles allocated for the staff are scrapped or not is firstly checked, and if not, the inventory of the articles is correspondingly increased. Therefore, the purchasing management system can be connected with the human resource management system to regularly monitor dynamic data of users in the human resource management system, such as increase and decrease of the users, update the stock of the target object in real time according to the dynamic data, generate purchasing request information of the target object when the stock of the target object is lower than a preset value, and send a purchasing instruction of the target object to the purchasing platform, so that the purchasing platform purchases the target object, and the situation that the object is lack of the object and needs to be purchased urgently is avoided, and the purchasing cost is increased.
In an embodiment, before receiving the confirmation information sent by the audit client in step S24, the method may further include:
acquiring a purchasing period of a target object to be purchased;
and when the purchase deadline is lower than the preset time period, sending alarm information to the checking client to prompt the checking client to perform the prior checking.
In this embodiment, the purchase request information may further include a purchase deadline of the target item, and when the purchase deadline is lower than a preset time period, that is, when the current time is close to the purchase deadline, the server sends an alarm message to the audit client to prompt the audit client to preferentially audit the purchase data sheet close to the purchase deadline, so that the problem that the target item cannot be purchased in time due to an excessively long audit period and daily operation of an enterprise is affected is avoided.
In an embodiment, during the auditing, a priority level can be set according to the importance of the target item, and the purchasing data sheet of the target item is audited according to the priority level.
In an embodiment, after acquiring the procurement duration of the target item to be procured, the method may further include:
and giving different color marks to the purchase data sheet according to the time length of the purchase deadline.
In this embodiment, after the server obtains the purchase deadline of the target item to be purchased, the server marks the purchase data sheet with different colors according to the length of the time from the purchase to indicate whether the target item is urgent or urgent, and preferentially purchases the urgent target item during the purchase. For example, if green is used for indicating no emergency, yellow is used for indicating emergency, red is used for indicating emergency, and the mark is displayed in red, alarm information is sent to the auditing client to prompt the auditing client to preferentially audit the purchasing data sheet of the red mark, so that after the confirmation information of the auditing client is received, an instruction for purchasing the target object is sent to the purchasing platform, and the target object is purchased in time.
In an embodiment, as shown in fig. 4, step S23 may specifically include:
s231, estimating a total purchasing resource value of the target object to be purchased according to the purchasing data sheet;
s232, inquiring an auditing client corresponding to the total purchase resource value from a prestored list;
and S233, sending the purchase data sheet to a corresponding checking client for checking.
In this embodiment, after the purchase data sheet is generated, a total purchase resource value of the target item to be purchased may be estimated according to the purchase data sheet, an audit client corresponding to the total purchase resource value may be queried from a pre-stored list, and the purchase data sheet may be sent to a corresponding audit client for auditing. For example, when the total purchased resource value of the target item is low, the purchase data sheet can be sent to the corresponding auditing client of the department responsible person with a low job level for auditing; when the total purchased resource value is high, the purchase data sheet is sent to the auditing client corresponding to the company responsible person with the high job level for auditing, so that the purchase data sheet is prevented from being concentrated on the same auditing client, and the auditing efficiency is low.
In an embodiment, as shown in fig. 5, the step of sending the instruction for purchasing the target item to the purchasing platform according to the purchasing data in step S24 may specifically include:
s241, calculating the actual total resource value of the target object to be purchased under each purchasing platform according to the purchasing data sheet;
s242, acquiring a purchasing platform of which the actual total resource value is lower than or equal to the purchasing total resource value, and generating a purchasing platform set;
s243, screening out a target purchasing platform from the purchasing platform set according to the screening rule;
and S244, sending an instruction for purchasing the target item to the target purchasing platform.
In this embodiment, because the resource values of the target item on different purchasing platforms may be different, and different purchasing platforms often give a certain preference according to the purchasing number of the target item, this implementation can calculate the actual total resource value of the target item to be purchased under each purchasing platform according to the purchasing data sheet, obtain a purchasing platform whose actual total resource value is less than or equal to the purchasing total resource value, generate a purchasing platform set, screen out a target purchasing platform from the purchasing platform set, and send an instruction for purchasing the target item to the target purchasing platform, thereby finding an optimal purchasing platform to save the purchasing cost. Wherein the screening rules can be used for screening according to the price and the quality of the target object.
In an embodiment, before the step S22 of inputting the purchase request information into the pre-trained classification model for classification, the method may further include:
acquiring a purchase request information set and a corresponding purchase data sheet;
and training the convolutional neural network by utilizing the purchase request information set and the corresponding purchase data sheet until convergence, and generating the classification model.
The convolutional neural network can be repeatedly trained according to the purchase request information set and the purchase data sheet corresponding to each purchase request information, and during training, parameters of the convolutional neural network can be adjusted in real time according to a training result until the convolutional neural network converges, so that a classification model which is qualified in training is obtained.
As shown in fig. 6, an embodiment of the present invention further provides a procurement data processing apparatus, and in one embodiment, the procurement data processing apparatus includes an obtaining module 61, a classifying module 62, an auditing module 63, and a receiving module 64; wherein,
the acquisition module 61 is used for acquiring purchasing request information within a period of time; wherein, the purchasing request information comprises basic information of the target object to be purchased;
when a user logs in the purchasing management system through a client and inputs basic information of a target object to be purchased on a client interface, a purchasing request for purchasing the target object is initiated to the server, and the server responds to the purchasing request of the client and records the purchasing request information including the basic information of the target object to be purchased in the database. And when the quantity of the target articles to be purchased or the purchasing requests reaches a certain value, the server acquires the purchasing request information in a period of time. The purchase request information may include information such as name, model, purchase quantity, etc. of the target item.
The classification module 62 is configured to input the purchase request information into a pre-trained classification model for classification, so as to generate a purchase data sheet;
after the server extracts the purchasing request information in a period of time from the database, the purchasing request information is input into a classification model trained in advance, the classification model is used for classifying the purchasing request information, the same target objects to be purchased are classified into the same category, and then a purchasing data sheet is generated, so that the purchasing efficiency is prevented from being influenced by messy purchasing information. The purchase data sheet can record the name, model, quantity, purchase period and other information of the target object to be purchased.
For example, when the obtained plurality of pieces of purchase request information all include quantity information of computers to be purchased, extracting the quantity information of the computers from the purchase request information, and dividing the quantity information into computer categories; or when the purchase request information includes target articles such as an earphone, a mouse, a keyboard and the like, the target articles are classified into the electronic device categories, and the target articles are purchased intensively during purchase, so that the cost is saved.
The auditing module 63 is used for sending the purchase data sheet to an auditing client for auditing;
the module sends the generated purchase data sheet to an auditing client for auditing, the auditing client checks the information in the purchase data sheet, and the module returns confirmation information to the server when the auditing is correct. When the purchase data sheet is not approved, error information in the purchase data sheet is marked and returned to the server, the server corrects the marked error information, and then sends the error information to the auditing client, and the server checks the error information again by the auditing client until the audit is approved and sends confirmation information to the server.
And the receiving module 64 is configured to receive the confirmation information sent by the audit client, and send an instruction for purchasing the target item to the purchasing platform according to the purchasing data, so that the purchasing platform purchases the target item.
And after receiving the confirmation information sent by the auditing client, the server sends an instruction for purchasing the target object to the purchasing platform so that the purchasing platform acquires and purchases the target object according to the purchasing data sheet. The purchasing platform can be an e-commerce platform connected with the purchasing management system, and the name of the target object and corresponding receiving information are input on the e-commerce platform according to the information on the purchasing data sheet, so that the target object can be purchased.
According to the purchase data processing device, purchase request information uploaded by a user within a period of time is acquired, then the purchase request information is input into a pre-trained classification model for classification, so that basic information of a target article to be purchased is classified, a purchase data sheet is generated, the purchase data sheet is sent to an auditing client for auditing, after confirmation of the auditing client is obtained, an instruction for purchasing the target article is sent to a purchase platform, so that the target article is purchased by the purchase platform, centralized purchase of the target article to be purchased within a period of time is realized, and the problems that when the number of the target article to be purchased is small, purchase needs to be initiated for multiple times, manpower and time cost are wasted, and purchase efficiency is influenced are avoided; the invention also avoids the messy purchasing request information from influencing the purchasing progress through the classification processing of the purchasing request information.
With regard to the apparatus in the above-described embodiment, the specific manner in which each module performs the operation has been described in detail in the embodiment related to the method, and will not be elaborated here.
The present invention provides a storage medium having stored thereon a computer program,
when executed by a processor, the computer program implements the procurement data processing method of any one of the above technical solutions.
The storage medium includes, but is not limited to, any type of disk including floppy disks, hard disks, optical disks, CD-ROMs, and magneto-optical disks, ROMs (Read-Only memories), RAMs (Random AcceSS memories), EPROMs (EraSable Programmable Read-Only memories), EEPROMs (Electrically EraSable Programmable Read-Only memories), flash memories, magnetic cards, or optical cards. That is, a storage medium includes any medium that stores or transmits information in a form readable by a device (e.g., a computer). Which may be a read-only memory, magnetic or optical disk, or the like.
The invention provides a server, comprising:
one or more processors;
storage means for storing one or more programs;
when executed by the one or more processors, the one or more programs cause the one or more processors to implement the procurement data processing method of any of the preceding claims.
Fig. 7 is a schematic structural diagram of a server according to the present invention, which includes a processor 720, a storage device 730, an input unit 740, and a display unit 750. Those skilled in the art will appreciate that the structural elements shown in fig. 7 do not constitute a limitation of all servers and may include more or fewer components than those shown, or some combination of components. The storage 730 may be used to store the application 710 and various functional modules, and the processor 720 runs the application 710 stored in the storage 730 to perform various functional applications of the device and data processing. The storage 730 may be an internal memory or an external memory, or include both internal and external memories. The memory may comprise read-only memory, Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), flash memory, or random access memory. The external memory may include a hard disk, a floppy disk, a ZIP disk, a usb-disk, a magnetic tape, etc. The disclosed memory devices include, but are not limited to, these types of memory devices. The memory device 730 disclosed herein is provided by way of example only and not by way of limitation.
The input unit 740 is used to receive input of signals and access requests input by a user. The input unit 740 may include a touch panel and other input devices. The touch panel can collect touch operations of a user on or near the touch panel (for example, operations of the user on or near the touch panel by using any suitable object or accessory such as a finger, a stylus and the like) and drive the corresponding connecting device according to a preset program; other input devices may include, but are not limited to, one or more of a physical keyboard, function keys (e.g., play control keys, switch keys, etc.), a trackball, a mouse, a joystick, and the like. The display unit 750 may be used to display information input by a user or information provided to the user and various menus of the computer device. The display unit 750 may take the form of a liquid crystal display, an organic light emitting diode, or the like. The processor 720 is a control center of the computer device, connects various parts of the entire computer using various interfaces and lines, and performs various functions and processes data by operating or executing software programs and/or modules stored in the storage device 730 and calling data stored in the storage device.
In one embodiment, the server includes one or more processors 720, one or more storage devices 730, one or more applications 710, wherein the one or more applications 710 are stored in the storage device 730 and configured to be executed by the one or more processors 720, and the one or more applications 710 are configured to perform the procurement data processing method described in the above embodiments.
In summary, the most beneficial effects of the invention are as follows:
according to the purchase data processing method, the purchase data processing device, the storage medium and the server, purchase request information uploaded by a user in a period of time is acquired, then the purchase request information is input into a pre-trained classification model for classification, so that basic information of a target object to be purchased is classified, a purchase data sheet is generated, the purchase data sheet is sent to an auditing client for auditing, after confirmation of the auditing client is obtained, an instruction for purchasing the target object is sent to a purchase platform, the target object is purchased by the purchase platform, centralized purchase of the target object to be purchased in a period of time is achieved, and the problem that when the number of the target object to be purchased is small, purchase needs to be initiated for multiple times, manpower and time cost are wasted, and purchase efficiency is affected is avoided; the invention also avoids the messy purchasing request information from influencing the purchasing progress through the classification processing of the purchasing request information.
It should be understood that, although the steps in the flowcharts of the figures are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and may be performed in other orders unless explicitly stated herein. Moreover, at least a portion of the steps in the flow chart of the figure may include multiple sub-steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, which are not necessarily performed in sequence, but may be performed alternately or alternately with other steps or at least a portion of the sub-steps or stages of other steps.
The foregoing is only a partial embodiment of the present invention, and it should be noted that, for those skilled in the art, various modifications and decorations can be made without departing from the principle of the present invention, and these modifications and decorations should also be regarded as the protection scope of the present invention.
Claims (10)
1. A method for processing procurement data, comprising:
acquiring purchasing request information within a period of time; wherein, the purchasing request information comprises basic information of the target object to be purchased;
inputting the purchase request information into a pre-trained classification model for classification to generate a purchase data sheet;
sending the purchase data sheet to an auditing client for auditing;
and receiving the confirmation information sent by the auditing client, and sending an instruction for purchasing the target article to the purchasing platform according to the purchasing data so that the purchasing platform purchases the target article.
2. The procurement data processing method of claim 1 characterized by, after entering the procurement request information into a pre-trained classification model for classification, further comprising:
carrying out merging statistics on the same purchase request information according to the classification result to obtain statistical data;
and generating the purchasing data sheet by utilizing the statistical data.
3. The procurement data processing method of claim 1 characterized by, before obtaining procurement request information over a period of time, further comprising:
establishing connection with a human resource management system;
monitoring dynamic data of users in the human resource management system regularly, and updating the inventory of target articles according to the dynamic data;
and when the inventory quantity of the target item is lower than a preset value, generating purchasing request information of the target item.
4. The procurement data processing method of claim 1 characterized by, before receiving the confirmation message sent by the audit client, further comprising:
acquiring a purchasing period of a target object to be purchased;
and when the purchase deadline is lower than the preset time period, sending alarm information to the checking client to prompt the checking client to perform the prior checking.
5. The procurement data processing method of claim 1 characterized by, the step of sending the procurement data sheet to an audit client for audit comprises:
estimating a total purchasing resource value of the target object to be purchased according to the purchasing data sheet;
inquiring an auditing client corresponding to the total purchase resource value from a pre-stored list;
and sending the purchase data sheet to a corresponding auditing client for auditing.
6. The procurement data processing method of claim 5 characterized by, the step of sending an instruction to the procurement platform to procure the target item according to the procurement data comprises:
calculating the actual total resource value of the target object to be purchased under each purchasing platform according to the purchasing data sheet;
acquiring a purchasing platform of which the actual total resource value is lower than or equal to the purchasing total resource value, and generating a purchasing platform set;
screening a target purchasing platform from the purchasing platform set according to a screening rule;
and sending an instruction for purchasing the target item to a target purchasing platform.
7. The procurement data processing method of claim 1 characterized by, before entering the procurement request information into a pre-trained classification model for classification, further comprising:
acquiring a purchase request information set and a corresponding purchase data sheet;
and training the convolutional neural network by utilizing the purchase request information set and the purchase data sheet until convergence, and generating the classification model.
8. A procurement data processing apparatus characterized by comprising:
the acquisition module is used for acquiring purchasing request information within a period of time; wherein, the purchasing request information comprises basic information of the target object to be purchased;
the classification module is used for inputting the purchasing request information into a pre-trained classification model for classification to generate a purchasing data sheet;
the auditing module is used for sending the purchase data sheet to an auditing client for auditing;
and the receiving module is used for receiving the confirmation information sent by the auditing client and sending an instruction for purchasing the target article to the purchasing platform according to the purchasing data so as to enable the purchasing platform to purchase the target article.
9. A server comprising a memory and a processor, the memory having stored therein computer readable instructions which, when executed by the processor, cause the processor to perform the steps of the procurement data processing method of any of claims 1 to 7.
10. A storage medium having stored thereon a computer program, wherein the computer program, when executed by a processor, implements the procurement data processing method of any of claims 1 to 7.
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