CN115879947A - Management method and system based on electronic transaction - Google Patents
Management method and system based on electronic transaction Download PDFInfo
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- CN115879947A CN115879947A CN202211617038.4A CN202211617038A CN115879947A CN 115879947 A CN115879947 A CN 115879947A CN 202211617038 A CN202211617038 A CN 202211617038A CN 115879947 A CN115879947 A CN 115879947A
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Abstract
The invention relates to an artificial intelligence technology, and discloses a management method and a system based on electronic transaction, wherein the method comprises the following steps: acquiring business information, constructing a service platform by utilizing the business information, and setting a data interface between the service platform and a control platform; the service platform is used for uploading the commodity information, and the commodity information is transmitted to the control platform through the data interface; utilizing the control platform to perform information detection on the commodity information, and classifying the commodity information according to the information detection result to obtain classified commodity information; carrying out commodity relevance analysis on the classified commodity information to obtain commodity relevance, and selecting target commodity information from the classified commodity information according to the commodity relevance; and calculating a user credit value corresponding to the target commodity information, acquiring the transaction authority of the target commodity information when the user credit value reaches a preset target value, and uploading a transaction record by using the control platform based on the transaction authority. The invention can improve the safety and stability of the electronic transaction management method.
Description
Technical Field
The invention relates to the technical field of artificial intelligence, in particular to a management method and a management system based on electronic transaction.
Background
Along with the development of information technology and electronic commerce, electronic transactions are receiving more and more attention. Due to the unique unpredictability and uncertainty of the electronic transaction, trust becomes an important factor for guaranteeing the healthy development of the electronic transaction in China, and in the electronic transaction, when one party cooperates with the other party, the credit and the ability of the cooperating party are especially important to ensure that the business process of the one party can be smoothly completed. In order to ensure that market information under participation of electronic transactions is sufficient and can smoothly flow, how to distinguish real and reliable information from numerous information and how to eliminate trust concerns of parties participating in the transactions so as to avoid commercial fraud becomes a concern of numerous electronic business enterprises, banks and governments, and at the moment, the need of scientifically and reasonably controlling and managing transaction trust is a key for realizing online safe transactions. In summary, the management method of electronic transaction in the prior art has the problem of low security and stability.
Disclosure of Invention
The invention provides a management method and a management system based on electronic transaction, and mainly aims to solve the problems of low safety and low stability of the management method of electronic transaction.
In order to achieve the above object, the present invention provides a management method based on electronic transaction, which includes:
acquiring service information, constructing a service platform by using the service information, and setting a data interface between the service platform and a preset control platform;
uploading commodity information by using the service platform, and transmitting the commodity information to the control platform through the data interface;
utilizing the control platform to perform information detection on the commodity information, and classifying the commodity information according to the information detection result to obtain classified commodity information;
carrying out commodity relevance analysis on the classified commodity information to obtain commodity relevance, and selecting target commodity information from the classified commodity information according to the commodity relevance;
and calculating a user credit value corresponding to the target commodity information, acquiring the transaction authority of the target commodity information when the user credit value reaches a preset target value, and uploading transaction records by using the control platform based on the transaction authority.
Optionally, the constructing a service platform by using the service information includes:
the service information is subjected to type division to obtain a type label, and a relation data table is generated by utilizing the type label and the service information;
configuring a data interface of a preset initial service platform, and acquiring a data structure corresponding to the service information;
and generating a service platform according to the relation data table, the data interface and the data structure.
Optionally, the setting of the data interface between the service platform and the preset management and control platform includes:
acquiring a data processing function, and carrying out linear combination on the data processing function to obtain a constructor;
and constructing a data interface between the service platform and the management and control platform by using the constructor.
Optionally, the uploading the commodity information by using the service platform includes:
acquiring a commodity code, and selecting commodity information corresponding to the commodity code from a preset commodity information base according to the commodity code to obtain commodity information;
and acquiring a transmission protocol in the service platform, transmitting the commodity information to the service platform by using the transmission protocol, and storing the commodity information to the service platform.
Optionally, the performing, by using the management and control platform, information detection on the commodity information includes:
utilizing the control platform to inquire the commodity image and the attribute information corresponding to the commodity information, and carrying out integrity analysis on the commodity image to obtain the commodity integrity;
when the commodity integrity reaches a preset standard integrity, performing color matching on the commodity image to obtain a commodity color matching value;
when the commodity color matching value is qualified, classifying the attribute information to obtain an attribute label;
carrying out weight calculation on the attribute tags to obtain tag weights, and judging whether the commodity information is qualified or not by using the tag weights;
when the commodity information is qualified, storing the commodity information to the control platform;
and returning the commodity information to the service platform when the commodity information is unqualified.
Optionally, the analyzing the integrity of the commodity image to obtain the integrity of the commodity includes:
acquiring position information of a target component in the commodity image, and calculating the proportion of the target component in the commodity image to obtain proportion data;
acquiring target position information and target proportion data, calculating the position offset degree of the position information and the target position information, and calculating the proportion deviation value of the proportion data and the target proportion data;
the degree of positional deviation is calculated using the following equation:
A＝2*SQRT((B-B′) 2 +(C-C′) 2 )
wherein a represents the degree of positional deviation, B represents a theoretical value of the positional information, B 'represents an actual value of the positional information, C represents a theoretical value of the target positional information, and C' represents an actual value of the target positional information;
and carrying out overall analysis on the commodity image according to the position deviation and the ratio deviation value to obtain the commodity integrity.
Optionally, the performing a commodity relevance analysis on the classified commodity information to obtain a commodity relevance includes:
carrying out feature extraction on the classified commodity information to obtain commodity features;
randomly selecting a first commodity feature and a second commodity feature from the commodity features, and performing correlation calculation on the first commodity feature and the second commodity feature to obtain a commodity correlation value;
the correlation calculation is performed using the following equation:
wherein cov (X, Y) represents a commodity-related value of the first commodity feature and the second commodity feature, X i Indicating the ith first item characteristic,
a mean value, Y, representing a characteristic of said first commodity i Indicates the ith second product characteristic, <' >>
A mean value representing the second item characteristic;
and analyzing the commodity correlation value to obtain commodity relevance.
Optionally, the calculating a user reputation value corresponding to the target commodity information includes:
grouping the users corresponding to the target commodities to obtain user groups;
randomly selecting a target group from the user groups, and performing weight calculation on the user groups and the target group to obtain an evidence weight;
credit calculation is carried out on the evidence weight, the user group and the target group to obtain a user credit value corresponding to the target group;
the reputation calculation is performed using the following equation:
IV＝(D 2 /D 1 -N 2 /N 1 )*woe
wherein IV represents the user reputation value, woe represents the evidence weight, D 2 Indicating said second responding user, D 1 Indicating said first responsive user, N 2 Representing said second non-responsive user, N 1 Representing the first unresponsive user.
Optionally, the performing weight calculation on the user group and the target group to obtain an evidence weight includes:
counting responding users and non-responding users in the user group and the target group to obtain a first responding user and a first non-responding user in the user group and a second responding user and a second non-responding user in the target group;
calculating the first responsive user, the first non-responsive user, the second responsive user and the second non-responsive user to obtain an evidence weight;
the evidence weights are calculated using the following formula:
wherein woe represents the evidence weight, D 2 Indicating said second responding user, D 1 Indicating said first responsive user, N 2 Representing said second non-responsive user, N 1 Representing the first unresponsive user.
In order to solve the above problem, the present invention further provides a management system based on electronic transaction, the system comprising:
the data interface setting module is used for acquiring business information, constructing a service platform by using the business information and setting a data interface between the service platform and a preset control platform;
the commodity information uploading module is used for uploading commodity information by using the service platform and transmitting the commodity information to the control platform through the data interface;
the commodity information classification module is used for carrying out information detection on the commodity information by using the control platform and classifying the commodity information according to the information detection result to obtain classified commodity information;
the commodity relevance analysis module is used for carrying out commodity relevance analysis on the classified commodity information to obtain commodity relevance and selecting target commodity information from the classified commodity information according to the commodity relevance;
and the user credit value calculation module is used for calculating a user credit value corresponding to the target commodity information, acquiring the transaction authority of the target commodity information when the user credit value reaches a preset target value, and uploading transaction records by using the control platform based on the transaction authority.
The embodiment of the invention constructs the service platform through the business information, and can ensure the integrity of the information; by setting the data interfaces of the service platform and the management and control platform, the information transmission efficiency is higher, so that the calculation efficiency is improved; the feasibility of the commodity information can be ensured by uploading the commodity information by using the service platform; the information detection is carried out on the commodity information through the control platform, and the commodity information is classified according to the information detection result, so that the integrity and the safety of the commodity information can be improved; the commodity relevance analysis is carried out on the classified commodity information, and the target commodity information is selected from the classified commodity information according to the commodity relevance, so that the commodity information has relevance and the accuracy of the commodity information can be ensured; by calculating the user credit value corresponding to the target commodity information, when the user credit value reaches the target value, the transaction authority of the target commodity information is obtained, and the transaction record is uploaded by the control platform based on the transaction authority, so that the safety and the stability in the electronic transaction process can be improved. Therefore, the management method and the management system based on the electronic transaction can solve the problems of low safety and stability of the management method of the electronic transaction.
Drawings
FIG. 1 is a flow chart illustrating a method for managing an electronic transaction according to an embodiment of the present invention;
fig. 2 is a schematic flowchart of a process of constructing a service platform by using business information according to an embodiment of the present invention;
fig. 3 is a schematic flow chart illustrating a process of analyzing the integrity of a commodity image to obtain the integrity of the commodity according to an embodiment of the present invention;
fig. 4 is a functional block diagram of a management system based on electronic transaction according to an embodiment of the present invention.
The implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.
Detailed Description
It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
The embodiment of the application provides a management method based on electronic transaction. The execution subject of the management method based on the electronic transaction includes, but is not limited to, at least one of electronic devices, such as a server, a terminal, and the like, which can be configured to execute the method provided by the embodiments of the present application. In other words, the management method based on the electronic transaction can be executed by software or hardware installed in the terminal device or the server device, and the software can be a block chain platform. The server includes but is not limited to: a single server, a server cluster, a cloud server or a cloud server cluster, and the like. The server may be an independent server, or may be a cloud server that provides basic cloud computing services such as a cloud service, a cloud database, cloud computing, a cloud function, cloud storage, a Network service, cloud communication, a middleware service, a domain name service, a security service, a Content Delivery Network (CDN), a big data and artificial intelligence platform, and the like.
Referring to fig. 1, a flow chart of a management method based on electronic transaction according to an embodiment of the present invention is shown. In this embodiment, the management method based on electronic transaction includes:
s1, acquiring business information, constructing a service platform by using the business information, and setting a data interface between the service platform and a preset control platform.
In the embodiment of the invention, the business information comprises personal information and enterprise information, wherein the personal information comprises names, contact telephones, addresses, ages and the like; the enterprise information comprises enterprise names, legal representatives' names, legal contact phones, enterprise CA certificates, enterprise categories, enterprise addresses and the like.
Referring to fig. 2, in the embodiment of the present invention, the constructing a service platform by using the service information includes:
s21, performing type division on the service information to obtain a type label, and generating a relation data table by using the type label and the service information;
s22, configuring a data interface of a preset initial service platform, and acquiring a data structure corresponding to the service information;
and S23, generating a service platform according to the relation data table, the data interface and the data structure.
In the embodiment of the invention, the service information is classified into management information, technical information, production information and the like; generating a relational data table by taking the type label as a row vector and the service information as a column vector; configuring a data interface of an initial service platform by using an interface configuration command to obtain a data interface, wherein the data interface comprises but is not limited to a development, test and operation interface, and the data interface can be used for carrying out rapid development, test and deployment operation of applications; and building the service platform by using a preset SQL statement according to the relational data Table, the data interface and the data structure, wherein the SQL statement comprises but is not limited to Create Database, create Table and the like.
In the embodiment of the present invention, the setting of the data interface between the service platform and the preset management and control platform includes:
acquiring a data processing function, and performing linear combination on the data processing function to obtain a construction function;
and constructing a data interface between the service platform and the management and control platform by using the constructor.
In the real-time example of the invention, the control platform refers to a platform for background workers to process relevant information; the data processing function includes but is not limited to mid function, right function, countif function; the linear combination includes but is not limited to addition, subtraction; and aggregation of the constructors is realized by using a preset extensible method, so that a data interface between the service platform and the control platform is obtained.
In the embodiment of the invention, different constructors can be combined and used at the same time through the data interface, so that one interface can use a plurality of functions at the same time, thereby improving the efficiency of data processing; through the data interface between the service platform and the control platform, the collected real-time data can be automatically transmitted to the service platform and the control platform after being processed.
And S2, uploading commodity information by using the service platform, and transmitting the commodity information to the control platform through the data interface.
In an embodiment of the present invention, the uploading the commodity information by using the service platform includes:
acquiring a commodity code, and selecting commodity information corresponding to the commodity code from a preset commodity information base according to the commodity code to obtain commodity information;
and acquiring a transmission protocol in the service platform, transmitting the commodity information to the service platform by using the transmission protocol, and storing the commodity information to the service platform.
In the embodiment of the invention, the commodity information base includes, but is not limited to, commodity codes and commodity information; the transfer protocol includes, but is not limited to, hypertext transfer protocol (HTTP protocol); finding a corresponding target commodity code in the commodity information base according to the commodity code, and extracting commodity information of a commodity corresponding to the target commodity code; and transmitting the commodity information from the commodity information base to the service platform by using a transmission protocol and storing the commodity information.
In the embodiment of the present invention, after the service platform uploads and stores the commodity information, a transmission request is sent to the control platform, and when the control platform receives the transmission request, the control platform transmits the commodity information by using the data interface, and after receiving the commodity information, the control platform stores the commodity information, and in addition, the control platform can also perform information detection on the commodity information; the embodiment of the invention utilizes the data interface to transmit the commodity information, thereby ensuring the timely update of the information and ensuring the stability of transmission.
And S3, carrying out information detection on the commodity information by using the control platform, and classifying the commodity information according to the information detection result to obtain classified commodity information.
In an embodiment of the present invention, the detecting information of the commodity information by using the management and control platform includes:
utilizing the control platform to inquire the commodity image and the attribute information corresponding to the commodity information, and carrying out integrity analysis on the commodity image to obtain the commodity integrity;
when the commodity integrity reaches a preset standard integrity, performing color matching on the commodity image to obtain a commodity color matching value;
when the commodity color matching value is qualified, classifying the attribute information to obtain an attribute label;
carrying out weight calculation on the attribute tags to obtain tag weights, and judging whether the commodity information is qualified or not by using the tag weights;
when the commodity information is qualified, storing the commodity information to the control platform;
and returning the commodity information to the service platform when the commodity information is unqualified.
In the embodiment of the invention, the commodity image can be a commodity picture shot by a camera; the standard integrity refers to that the size and the shape of the commodity are consistent with those of an actual commodity; matching the colors of the commodities in the commodity image by using a preset commodity color library, and judging that the commodity color matching value is qualified when the commodity color matching value is greater than 90%; classifying the attribute information, wherein the attribute information can be classified into food, daily necessities and the like, the attribute information of the food and the daily necessities can comprise production date, ingredients, quality guarantee period and the like, performing weight distribution according to the production date, the ingredients and the quality guarantee period to obtain corresponding label weights, comparing the label weights with actual label weights corresponding to the commodity information, and judging whether the commodity information is qualified according to a comparison result, for example, whether the content of a certain ingredient in the ingredients is greater than the actual content and is in a safe use range, and when all the ingredients, the production date and the like are judged to be in the safe range, judging that the commodity information is qualified.
Referring to fig. 3, in the embodiment of the present invention, the analyzing the integrity of the commodity image to obtain the integrity of the commodity includes:
s31, acquiring position information of a target component in the commodity image, and calculating the proportion of the target component in the commodity image to obtain proportion data;
s32, acquiring target position information and target proportion data, calculating the position offset degree of the position information and the target position information, and calculating the proportion deviation value of the proportion data and the target proportion data;
and S33, carrying out overall analysis on the commodity image according to the position deviation and the duty deviation value to obtain the commodity integrity.
In this embodiment of the present invention, the calculating a position deviation degree between the position information and the target position information includes:
the degree of positional deviation is calculated using the following equation:
A＝2*SQRT((B-B′) 2 +(C-C′) 2 )
wherein a represents the degree of positional deviation, B represents a theoretical value of the positional information, B 'represents an actual value of the positional information, C represents a theoretical value of the target positional information, and C' represents an actual value of the target positional information.
In the embodiment of the invention, the proportion and the proportion deviation value of the target component in the commodity image are calculated by four arithmetic operations; the commodity image is subjected to overall analysis according to the position deviation and the percentage deviation value, and the commodity integrity can be divided into three levels, for example, when the threshold range is set within 10%, the commodity integrity is high; when the threshold value range is set to be 11% -30%, the commodity integrity is medium; when the threshold range is set to be greater than 30%, the commodity integrity is low.
In an embodiment of the present invention, the classifying the commodity information according to the information detection result to obtain classified commodity information includes:
when the information detection result is qualified, extracting the central word of the commodity information, and calculating the correlation degree of the central word and a preset target classification;
when the correlation degree is higher than a preset first threshold value, the commodity information corresponding to the central word is classified into the target classification, and the commodity information is used as classified commodity information.
In the embodiment of the invention, the commodity information is segmented into at least one natural sentence, each segmented natural sentence is subdivided into a plurality of words, each subdivided word is labeled according to the part of speech, the segmented natural sentence is analyzed according to the syntax on the basis of the part of speech labeling, and a central word is found according to the result of the syntax analysis and a preset commodity central word dictionary.
In the embodiment of the present invention, a relevance algorithm may be used to calculate the relevance between the headword and the target classification, where the relevance is a probability value, and the value range of the relevance is from 0 to 1, where 0 is completely irrelevant and 1 is completely relevant; the first threshold may be set to 0.8, and when the degree of correlation is greater than 0.8, the headword is classified into a target classification, and the commodity information corresponding to the headword is used as classified commodity information.
And S4, carrying out commodity relevance analysis on the classified commodity information to obtain commodity relevance, and selecting target commodity information from the classified commodity information according to the commodity relevance.
In the embodiment of the present invention, the analyzing the commodity relevance of the classified commodity information to obtain the commodity relevance includes:
carrying out feature extraction on the classified commodity information to obtain commodity features;
randomly selecting a first commodity feature and a second commodity feature from the commodity features, and performing correlation calculation on the first commodity feature and the second commodity feature to obtain a commodity correlation value;
the correlation calculation was performed using the following formula:
wherein cov (X, Y) represents a product-related value of the first product characteristic and the second product characteristic, X i Indicating the ith first item characteristic,
a mean value, Y, representing a characteristic of said first commodity i Indicates the ith second product characteristic, <' >>
A mean value representing the second commodity characteristic;
and analyzing the commodity correlation value to obtain commodity relevance.
In the embodiment of the invention, the classified commodity information is subjected to convolution and pooling treatment to obtain commodity characteristics; when the commodity correlation value is greater than 0, the commodity may be analyzed to have a relationship, and when the commodity correlation value is 0, the commodity may be analyzed to have no relationship.
In the embodiment of the present invention, the classified commodity information corresponding to the commodity correlation value greater than a preset target threshold is selected from the classified commodity information according to the commodity correlation as target commodity information, where the target threshold may be a value set in advance, for example, the target threshold is set to 85, and the classified commodity information corresponding to the commodity correlation value greater than 85 is selected as the target commodity information.
S5, calculating a user credit value corresponding to the target commodity information, acquiring the transaction authority of the target commodity information when the user credit value reaches a preset target value, and uploading transaction records by using the control platform based on the transaction authority.
In the embodiment of the present invention, the calculating the user reputation value corresponding to the target commodity information includes:
grouping the users corresponding to the target commodities to obtain user groups;
randomly selecting a target group from the user groups, and performing weight calculation on the user groups and the target group to obtain an evidence weight;
credit calculation is carried out on the evidence weight, the user group and the target group to obtain a user credit value corresponding to the target group;
the reputation calculation is performed using the following equation:
IV＝(D 2 /D 1 -N 2 /N 1 )*woe
wherein IV represents the user reputation value, woe represents the evidence weight, D 2 Indicating said second responding user, D 1 Indicating said first responsive user, N 2 Representing said second non-responsive user, N 1 Representing the first unresponsive user.
In the embodiment of the present invention, the performing weight calculation on the user group and the target group to obtain an evidence weight includes:
counting responding users and non-responding users in the user group and the target group to obtain a first responding user and a first non-responding user in the user group and a second responding user and a second non-responding user in the target group;
calculating the first responsive user, the first non-responsive user, the second responsive user and the second non-responsive user to obtain an evidence weight;
the evidence weights are calculated using the following formula:
wherein woe represents the evidence weight, D 2 Indicating said second responding user, D 1 Indicating said first responsive user, N 2 Representing said second non-responsive user, N 1 Representing the first unresponsive user.
In this embodiment of the present invention, the first responding user and the first non-responding user refer to users having response and non-response in the user group; the second responsive user and the second non-responsive user refer to responsive and non-responsive users in the target group; the response may be, but is not limited to, purchasing an item, real name authentication.
In the embodiment of the present invention, when the user reputation value reaches a preset target value, for example, the target value is set to 80, when the user reputation value reaches 80, the transaction authority of the target commodity information may be obtained, and based on the transaction authority, a transaction record is uploaded through a data interface by using the control platform, and the transaction record is stored.
The embodiment of the invention can ensure the integrity of information by constructing the service platform through the service information; by setting the data interfaces of the service platform and the management and control platform, the information transmission efficiency is higher, so that the calculation efficiency is improved; the feasibility of the commodity information can be ensured by uploading the commodity information by using the service platform; the commodity information is detected through the control platform, and is classified according to the information detection result, so that the integrity and the safety of the commodity information can be improved; the commodity relevance analysis is carried out on the classified commodity information, and the target commodity information is selected from the classified commodity information according to the commodity relevance, so that the commodity information has relevance and the accuracy of the commodity information can be ensured; by calculating the user credit value corresponding to the target commodity information, when the user credit value reaches the target value, the transaction authority of the target commodity information is obtained, and the transaction record is uploaded by the control platform based on the transaction authority, so that the safety and the stability in the electronic transaction process can be improved. Therefore, the management method based on the electronic transaction can solve the problems of low safety and stability of the management method of the electronic transaction.
Fig. 4 is a functional block diagram of a management system based on electronic transaction according to an embodiment of the present invention.
The electronic transaction based management system 400 of the present invention may be installed in an electronic device. According to the realized functions, the management system 400 based on the electronic transaction can include a data interface setting module 401, a commodity information uploading module 402, a commodity information classification module 403, a commodity association analysis module 404, and a user reputation value calculation module 405. The module of the present invention, which may also be referred to as a unit, refers to a series of computer program segments that can be executed by a processor of an electronic device and that can perform a fixed function, and that are stored in a memory of the electronic device.
In the present embodiment, the functions of the respective modules/units are as follows:
the data interface setting module 401 is configured to acquire service information, construct a service platform using the service information, and set a data interface between the service platform and a preset management and control platform;
the commodity information uploading module 402 is configured to upload commodity information by using the service platform, and transmit the commodity information to the control platform through the data interface;
the commodity information classification module 403 is configured to perform information detection on the commodity information by using the management and control platform, and classify the commodity information according to an information detection result to obtain classified commodity information;
the commodity relevance analysis module 404 is configured to perform commodity relevance analysis on the classified commodity information to obtain commodity relevance, and select target commodity information from the classified commodity information according to the commodity relevance;
the user reputation value calculation module 405 is configured to calculate a user reputation value corresponding to the target commodity information, obtain a transaction right of the target commodity information when the user reputation value reaches a preset target value, and upload a transaction record based on the transaction right by using the control platform.
In detail, when the modules in the management system 400 based on electronic transaction according to the embodiment of the present invention are used, the same technical means as the management method based on electronic transaction described in the drawings can be adopted, and the same technical effects can be produced, which is not described herein again.
The present embodiment also provides an electronic device, which may include a processor, a memory, a communication bus, and a communication interface, and may further include a computer program stored in the memory and executable on the processor, such as a management program based on electronic transaction.
In some embodiments, the processor may be composed of an integrated circuit, for example, a single packaged integrated circuit, or may be composed of a plurality of integrated circuits packaged with the same function or different functions, including one or more Central Processing Units (CPUs), microprocessors, digital Processing chips, graphics processors, and combinations of various control chips. The processor is a Control Unit (Control Unit) of the electronic device, connects various components of the whole electronic device by using various interfaces and lines, and executes various functions and processes data of the electronic device by running or executing programs or modules stored in the memory (for example, executing a management program based on electronic transaction, etc.) and calling data stored in the memory.
The memory includes at least one type of readable storage medium including flash memory, removable hard disks, multimedia cards, card-type memory (e.g., SD or DX memory, etc.), magnetic memory, magnetic disks, optical disks, etc. The memory may in some embodiments be an internal storage unit of the electronic device, for example a removable hard disk of the electronic device. The memory may also be an external storage device of the electronic device in other embodiments, such as a plug-in removable hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), and the like provided on the electronic device. Further, the memory may also include both an internal storage unit and an external storage device of the electronic device. The memory may be used not only to store application software installed in the electronic device and various types of data, such as codes of a management program based on an electronic transaction, etc., but also to temporarily store data that has been output or is to be output.
The communication bus may be a Peripheral Component Interconnect (PCI) bus, an Extended Industry Standard Architecture (EISA) bus, or the like. The bus may be divided into an address bus, a data bus, a control bus, etc. The bus is arranged to enable connected communication between the memory and at least one processor or the like.
The communication interface is used for communication between the electronic equipment and other equipment, and comprises a network interface and a user interface. Optionally, the network interface may include a wired interface and/or a wireless interface (e.g., WI-FI interface, bluetooth interface, etc.), which are commonly used to establish a communication connection between the electronic device and other electronic devices. The user interface may be a Display (Display), an input unit such as a Keyboard (Keyboard), and optionally a standard wired interface, a wireless interface. Alternatively, in some embodiments, the display may be an LED display, a liquid crystal display, a touch-sensitive liquid crystal display, an OLED (Organic Light-Emitting Diode) touch device, or the like. The display, which may also be referred to as a display screen or display unit, is suitable, among other things, for displaying information processed in the electronic device and for displaying a visualized user interface.
The memory in the electronic device stores an electronic transaction based management program which is a combination of instructions that, when executed in the processor, implement the steps of the electronic transaction based management method as described above.
Specifically, the specific implementation method of the instruction by the processor may refer to the description of the relevant steps in the embodiment corresponding to the drawings, which is not described herein again.
Further, the electronic device integrated module/unit, if implemented in the form of a software functional unit and sold or used as a separate product, may be stored in a computer readable storage medium. The computer readable storage medium may be volatile or non-volatile. For example, the computer-readable medium may include: any entity or device capable of carrying said computer program code, recording medium, U-disk, removable hard disk, magnetic disk, optical disk, computer Memory, read-Only Memory (ROM).
The invention also provides a computer-readable storage medium, in which a computer program is stored, which, when being executed by a processor, carries out the steps of the method for managing based on electronic transactions as described above.
The program code can also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows.
Storage media includes permanent and non-permanent, removable and non-removable media implemented in any method or technology for storage of information. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of storage media may include, but are not limited to, phase change memory (PRAM), static Random Access Memory (SRAM), dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), read Only Memory (ROM), electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that may be used to store information that may be accessed by a computing device.
In the embodiments provided by the present invention, it should be understood that the disclosed apparatus, system, and method may be implemented in other ways. For example, the system embodiments described above are merely illustrative, and for example, the division of the modules is only one logical functional division, and other divisions may be realized in practice.
The modules described as separate parts may or may not be physically separate, and parts displayed as modules may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment.
In addition, functional modules in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, or in a form of hardware plus a software functional module.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential attributes thereof.
The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference signs in the claims shall not be construed as limiting the claim concerned.
The embodiment of the application can acquire and process related data based on an artificial intelligence technology. Among them, artificial Intelligence (AI) is a theory, method, technique and application system that simulates, extends and expands human Intelligence using a digital computer or a machine controlled by a digital computer, senses the environment, acquires knowledge and uses the knowledge to obtain the best result.
Furthermore, it will be obvious that the term "comprising" does not exclude other elements or steps, and the singular does not exclude the plural. A plurality of units or systems recited in the system claims may also be implemented by one unit or system in software or hardware. The terms first, second, etc. are used to denote names, but not any particular order.
Finally, it should be noted that the above embodiments are only intended to illustrate the technical solutions of the present invention and not to limit the same, and although the present invention is described in detail with reference to the preferred embodiments, it should be understood by those skilled in the art that modifications or equivalent substitutions can be made to the technical solutions of the present invention without departing from the spirit and scope of the technical solutions of the present invention.
Claims (10)
1. A method for electronic transaction based management, the method comprising:
acquiring service information, constructing a service platform by using the service information, and setting a data interface between the service platform and a preset control platform;
uploading commodity information by using the service platform, and transmitting the commodity information to the control platform through the data interface;
utilizing the control platform to perform information detection on the commodity information, and classifying the commodity information according to the information detection result to obtain classified commodity information;
carrying out commodity relevance analysis on the classified commodity information to obtain commodity relevance, and selecting target commodity information from the classified commodity information according to the commodity relevance;
and calculating a user credit value corresponding to the target commodity information, acquiring the transaction authority of the target commodity information when the user credit value reaches a preset target value, and uploading transaction records by using the control platform based on the transaction authority.
2. The method for managing transaction electronization in accordance with claim 1, wherein the constructing a service platform by using the business information comprises:
the service information is subjected to type division to obtain a type label, and a relation data table is generated by utilizing the type label and the service information;
configuring a data interface of a preset initial service platform, and acquiring a data structure corresponding to the service information;
and generating a service platform according to the relation data table, the data interface and the data structure.
3. The method for managing based on electronic transaction as claimed in claim 1, wherein the setting of the data interface between the service platform and the preset management and control platform comprises:
acquiring a data processing function, and carrying out linear combination on the data processing function to obtain a constructor;
and constructing a data interface between the service platform and the management and control platform by using the constructor.
4. The electronic transaction-based management method according to claim 1, wherein the uploading the commodity information by using the service platform comprises:
acquiring a commodity code, and selecting commodity information corresponding to the commodity code from a preset commodity information base according to the commodity code to obtain commodity information;
and acquiring a transmission protocol in the service platform, transmitting the commodity information to the service platform by using the transmission protocol, and storing the commodity information to the service platform.
5. The electronic transaction-based management method according to claim 1, wherein the information detection of the commodity information by using the management and control platform includes:
querying a commodity image and attribute information corresponding to the commodity information by using the control platform, and analyzing the integrity of the commodity image to obtain the integrity of the commodity;
when the commodity integrity reaches a preset standard integrity, performing color matching on the commodity image to obtain a commodity color matching value;
when the commodity color matching value is qualified, classifying the attribute information to obtain an attribute label;
carrying out weight calculation on the attribute tags to obtain tag weights, and judging whether the commodity information is qualified or not by using the tag weights;
when the commodity information is qualified, storing the commodity information to the control platform;
and returning the commodity information to the service platform when the commodity information is unqualified.
6. The electronic transaction-based management method according to claim 5, wherein the analyzing the integrity of the commodity image to obtain the integrity of the commodity comprises:
acquiring position information of a target component in the commodity image, and calculating the proportion of the target component in the commodity image to obtain proportion data;
acquiring target position information and target proportion data, calculating the position offset degree of the position information and the target position information, and calculating the proportion deviation value of the proportion data and the target proportion data;
the degree of positional deviation is calculated using the following equation:
A＝2*SQRT((B-B′) 2 +(C-C′) 2 )
wherein a represents the degree of positional deviation, B represents a theoretical value of the positional information, B 'represents an actual value of the positional information, C represents a theoretical value of the target positional information, and C' represents an actual value of the target positional information;
and carrying out overall analysis on the commodity image according to the position deviation and the ratio deviation value to obtain the commodity integrity.
7. The electronic transaction management method according to claim 1, wherein the analyzing the commodity relevance of the classified commodity information to obtain the commodity relevance comprises:
carrying out feature extraction on the classified commodity information to obtain commodity features;
randomly selecting a first commodity feature and a second commodity feature from the commodity features, and performing correlation calculation on the first commodity feature and the second commodity feature to obtain a commodity correlation value;
the correlation calculation is performed using the following equation:
wherein cov (X, Y) represents a commodity-related value of the first commodity feature and the second commodity feature, X i Indicating the ith first item characteristic,
a mean value, Y, representing a characteristic of said first commodity i Indicates the ith second product characteristic, <' >>
A mean value representing the second commodity characteristic;
and analyzing the commodity correlation value to obtain commodity relevance.
8. The electronic transaction-based management method according to claim 1, wherein the calculating the user reputation value corresponding to the target commodity information comprises:
grouping the users corresponding to the target commodities to obtain user groups;
randomly selecting a target group from the user groups, and carrying out weight calculation on the user groups and the target group to obtain an evidence weight;
credit calculation is carried out on the evidence weight, the user grouping and the target grouping to obtain a user credit value corresponding to the target grouping;
the reputation calculation is performed using the following equation:
IV＝(D 2 /D 1 -N 2 /N 1 )*woe
wherein IV represents the user reputation value and woe represents the certificateAccording to the weight, D 2 Indicating said second responding user, D 1 Indicating said first responsive user, N 2 Representing said second non-responsive user, N 1 Representing the first unresponsive user.
9. The electronic transaction-based management method of claim 8, wherein the performing a weight calculation on the user group and the target group to obtain an evidence weight comprises:
counting responding users and non-responding users in the user group and the target group to obtain a first responding user and a first non-responding user in the user group and a second responding user and a second non-responding user in the target group;
calculating the first responsive user, the first non-responsive user, the second responsive user and the second non-responsive user to obtain an evidence weight;
the evidence weights are calculated using the following formula:
wherein woe represents the evidence weight, D 2 Indicating said second responding user, D 1 Indicating said first responsive user, N 2 Representing said second non-responsive user, N 1 Representing the first unresponsive user.
10. An electronic transaction based management system, the system comprising:
the data interface setting module is used for acquiring business information, constructing a service platform by using the business information and setting a data interface between the service platform and a preset control platform;
the commodity information uploading module is used for uploading commodity information by using the service platform and transmitting the commodity information to the control platform through the data interface;
the commodity information classification module is used for carrying out information detection on the commodity information by using the control platform and classifying the commodity information according to the information detection result to obtain classified commodity information;
the commodity relevance analysis module is used for carrying out commodity relevance analysis on the classified commodity information to obtain commodity relevance and selecting target commodity information from the classified commodity information according to the commodity relevance;
and the user credit value calculation module is used for calculating a user credit value corresponding to the target commodity information, acquiring the transaction authority of the target commodity information when the user credit value reaches a preset target value, and uploading transaction records by using the control platform based on the transaction authority.
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| CN113657974A (en) * | 2021-09-02 | 2021-11-16 | 广州微行网络科技有限公司 | Electronic commercial transaction management method and system based on cloud platform |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN113657974A (en) * | 2021-09-02 | 2021-11-16 | 广州微行网络科技有限公司 | Electronic commercial transaction management method and system based on cloud platform |
| CN113657974B (en) * | 2021-09-02 | 2024-03-01 | 万全速配网络科技有限公司 | Electronic commercial transaction management method and system based on cloud platform |
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