+

CN118505339A - Big data-based E-commerce transaction method and system - Google Patents

Big data-based E-commerce transaction method and system Download PDF

Info

Publication number
CN118505339A
CN118505339A CN202410536463.3A CN202410536463A CN118505339A CN 118505339 A CN118505339 A CN 118505339A CN 202410536463 A CN202410536463 A CN 202410536463A CN 118505339 A CN118505339 A CN 118505339A
Authority
CN
China
Prior art keywords
unit
data
electrically connected
optimizing
information
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202410536463.3A
Other languages
Chinese (zh)
Inventor
车天龙
陈星�
胡磊明
林金怡
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
China Unicom WO Music and Culture Co Ltd
Original Assignee
China Unicom WO Music and Culture Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by China Unicom WO Music and Culture Co Ltd filed Critical China Unicom WO Music and Culture Co Ltd
Priority to CN202410536463.3A priority Critical patent/CN118505339A/en
Publication of CN118505339A publication Critical patent/CN118505339A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/602Providing cryptographic facilities or services
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/62Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • G06F21/6245Protecting personal data, e.g. for financial or medical purposes

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Bioethics (AREA)
  • General Health & Medical Sciences (AREA)
  • Business, Economics & Management (AREA)
  • Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Computer Security & Cryptography (AREA)
  • Accounting & Taxation (AREA)
  • Software Systems (AREA)
  • Finance (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Development Economics (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Financial Or Insurance-Related Operations Such As Payment And Settlement (AREA)

Abstract

The invention relates to the technical field of electronic commerce transaction systems, in particular to an electronic commerce transaction method and system based on big data, which comprises a data security and privacy protection unit, wherein the data security and privacy protection unit ensures the security of user information by utilizing an advanced data encryption technology and a privacy protection algorithm, the data security and privacy protection unit is electrically connected with a commodity information checking and optimizing unit, and the commodity information checking and optimizing unit establishes a commodity information checking mechanism. The electronic commerce transaction method and the electronic commerce transaction system based on the big data can solve the problems that the data safety and the privacy protection are insufficient, and sensitive information such as personal information, payment data and the like of a user needs to be fully protected, and commodity information is inaccurate and falsified in electronic commerce transaction through the arrangement of the data safety and privacy protection unit, the commodity information auditing and optimizing unit, the intelligent transaction flow optimizing unit and the personalized recommendation engine unit.

Description

Big data-based E-commerce transaction method and system
Technical Field
The invention relates to the technical field of electronic commerce transaction systems, in particular to an electronic commerce transaction method and system based on big data.
Background
Electronic commerce generally refers to a novel business operation mode for realizing online shopping of consumers, online transaction and online electronic payment among merchants, various business activities, transaction activities, financial activities and related comprehensive service activities based on client/server application modes in a global and wide-ranging business trade activities in an internet open network environment. Various governments, scholars and enterprises and professionals have given a number of different definitions according to their own status and the angle and degree of participation in e-commerce. Electronic commerce is classified into: ABC, B2B, B2C, C2C, B2M, M2C, B a (i.e., B2G), C2A (i.e., C2G), O2O, and the like.
However, the e-commerce transaction system in the prior art has the following problems in the actual use process:
1. the data security and privacy protection are insufficient: in the e-commerce transaction, sensitive information such as personal information, payment data and the like of a user need to be fully protected;
2. inaccurate and false propaganda of commodity information: since the release and editing of commodity information on the e-commerce platform are mainly completed by merchants, the problem that the commodity information is inaccurate, the word of the commodity information is exaggerated or the commodity information is advertised falsely is caused;
3. Complicated transaction flow and low efficiency: the existing e-commerce transaction flow is often complicated, involves a plurality of links and steps, and causes low transaction efficiency;
4. The personalized recommendation is inaccurate: although many e-commerce systems provide personalized recommendation functions, recommendation results are often inaccurate or not in line with user requirements due to incomplete data collection, low algorithm precision and the like, so that shopping experience is reduced;
Aiming at the problem, the electronic commerce transaction method and system based on big data are provided.
Disclosure of Invention
The invention aims to provide an electronic commerce transaction method and system based on big data, which are used for solving the problems in the background technology. In order to achieve the above purpose, the present invention provides the following technical solutions: the electronic commerce transaction method and system based on big data comprises a data security and privacy protection unit, wherein the data security and privacy protection unit ensures the security of user information by utilizing an advanced data encryption technology and a privacy protection algorithm, the data security and privacy protection unit is electrically connected with a commodity information auditing and optimizing unit, the commodity information auditing and optimizing unit establishes a commodity information auditing mechanism to strictly control commodity information issued by a merchant and ensure the authenticity and accuracy of the information, the commodity information auditing and optimizing unit is electrically connected with an intelligent transaction flow optimizing unit, the intelligent transaction flow optimizing unit performs intelligent optimization on a transaction flow by utilizing big data and an artificial intelligence technology, unnecessary links and steps are reduced, and the intelligent transaction flow optimizing unit is electrically connected with a personalized recommendation engine unit which collects and analyzes shopping behavior, preference, demand and other data of a user to construct a user portrait.
Preferably, the data security and privacy protection unit comprises a data encryption unit, the data encryption unit is electrically connected with an identity verification unit, the identity verification unit is electrically connected with an access control unit, the access control unit is electrically connected with a data backup and recovery unit, the data backup and recovery unit is electrically connected with a security audit and log unit, and the security audit and log unit privacy protection unit.
Preferably, the data encryption unit adopts an encryption algorithm to encrypt the sensitive data, so that the security of the data in the transmission and storage processes is ensured.
Preferably, the authentication unit ensures that only authorized users can access the system resources by verifying the user identity.
Preferably, the access control unit controls the access authority of the user to the system resource according to the role and the authority of the user.
Preferably, the commodity information auditing and optimizing unit comprises a commodity information submitting and collecting unit, the commodity information submitting and collecting unit is electrically connected with an information integrity and standardization auditing unit, the information integrity and standardization auditing unit is electrically connected with an authenticity and accuracy verifying unit, the authenticity and accuracy verifying unit is electrically connected with an illegal content detecting unit, the illegal content detecting unit is electrically connected with an information optimizing suggestion unit, and the information optimizing suggestion unit is electrically connected with an auditing result feedback and processing unit.
Preferably, the commodity information submitting and collecting unit receives commodity information submitted by a merchant and collects the commodity information into a system for subsequent auditing and processing.
Preferably, the information integrity and normalization auditing unit performs preliminary auditing on commodity information, and checks whether the integrity and normalization of the information, such as title, description, price, picture and the like, are complete or not.
Preferably, the intelligent transaction flow optimizing unit comprises a user behavior analyzing unit, the user behavior analyzing unit is electrically connected with a transaction flow intelligent optimizing unit, the transaction flow intelligent optimizing unit is electrically connected with an intelligent recommending and guiding unit, the intelligent recommending and guiding unit is electrically connected with an intelligent customer service and self-service unit, the intelligent customer service and self-service unit is electrically connected with a payment and distribution flow optimizing unit, and the payment and distribution flow optimizing unit is electrically connected with a performance monitoring and optimizing unit.
Preferably, the personalized recommendation engine unit comprises a recall unit, the recall unit is electrically connected with a fusion unit, the fusion unit is provided with a filter unit, the filter unit is electrically connected with a sequencing unit, and the sequencing unit is electrically connected with a rearrangement unit.
Compared with the prior art, the invention has the beneficial effects that:
1. The data security and privacy protection unit, the commodity information auditing and optimizing unit, the intelligent transaction flow optimizing unit and the personalized recommendation engine unit are arranged, so that the defects of insufficient data security and privacy protection can be solved, in the electronic commerce transaction, sensitive information such as personal information, payment data and the like of a user need to be fully protected, the commodity information is inaccurate and artificially promoted, and the commodity information is released and edited on an electronic commerce platform mainly by a merchant, so that the commodity information can be inaccurate, exaggerated in terms or artificially promoted, the transaction flow is complicated and low in efficiency, the existing electronic commerce transaction flow is often complicated and complicated, a plurality of links and steps are involved, and the transaction efficiency and personalized recommendation are inaccurate: although many e-commerce systems provide personalized recommendation functions, recommendation results are often inaccurate or not in line with user requirements due to insufficient data collection, low algorithm accuracy and the like, and the shopping experience is reduced.
Drawings
FIG. 1 is a system block diagram of the present invention;
FIG. 2 is a system block diagram of a data security and privacy protection unit of the present invention;
FIG. 3 is a system block diagram of the merchandise information auditing and optimization unit of the present invention;
FIG. 4 is a system block diagram of an intelligent transaction flow optimization unit of the present invention;
FIG. 5 is a system block diagram of a personalized recommendation engine unit of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which are obtained by a worker of ordinary skill in the art without creative efforts, are within the protection scope of the present invention based on the embodiments of the present invention.
Referring to fig. 1 to 5, the present invention provides a technical solution: the electronic commerce transaction method and system based on big data comprises a data security and privacy protection unit, wherein the data security and privacy protection unit ensures the security of user information by utilizing advanced data encryption technology and privacy protection algorithm, the data security and privacy protection unit has important role in a merchant management system and is responsible for ensuring that the data in the system is properly protected and preventing unauthorized access, leakage or abuse, and the following main functions and functions of the unit are as follows: data encryption and storage: the data security and privacy protection unit adopts an advanced encryption algorithm to encrypt sensitive data in the system, so that the security of the data in the storage and transmission process is ensured, hacking and data leakage can be effectively prevented, the core information of merchants and users is protected, and access control and authority management are realized: the unit implements a strict access control strategy, and limits the access and operation rights of different users to data through identity verification and rights management, and only authorized users can access related data, so that the data is prevented from being illegally acquired or abused, and the data is backed up and restored: in order to cope with possible risks of data loss or damage, the data security and privacy protection unit periodically backs up important data in the system, establishes a perfect recovery mechanism, and can quickly recover data once a data disaster occurs, ensure continuity of service and protect privacy policy: the unit is also responsible for formulating and executing privacy protection strategies, defining the processes of data collection, use, sharing, destruction and the like, and the strategies aim at ensuring that personal information of a user is legally and reasonably used, avoiding privacy disclosure and abuse, and carrying out security audit and monitoring: the data security and privacy protection unit can also carry out periodic audit and monitoring on the security condition of the system, potential safety hazards and threats are timely found, the security of the system is guaranteed continuously through log analysis, intrusion detection and other means, the data security and privacy protection unit plays a vital role in a merchant management system, the data security and privacy protection unit ensures that the security and privacy of data are fully protected through various technical means and management strategies, firm security guarantee is provided for business development of merchants, the data security and privacy protection unit is electrically connected with the commodity information auditing and optimizing unit, the commodity information auditing and optimizing unit establishes a commodity information auditing mechanism, the commodity information issued by the merchants is strictly concerned, the authenticity and accuracy of the information are guaranteed, the commodity information auditing and optimizing unit is electrically connected with the intelligent transaction flow optimizing unit, the intelligent transaction flow optimizing unit utilizes big data and artificial intelligent technology, unnecessary links and steps are reduced, the intelligent transaction flow optimizing unit is electrically connected with the personalized recommendation engine unit, and the personalized recommendation engine unit collects and analyzes shopping behavior, preference and demand of users and other data of users, and a user portrait is constructed.
In this embodiment, the data security and privacy protection unit includes a data encryption unit, the data encryption unit is electrically connected with an identity verification unit, the identity verification unit is electrically connected with an access control unit, the access control unit is electrically connected with a data backup and recovery unit, the data backup and recovery unit is electrically connected with a security audit and log unit, and the security audit and log unit privacy protection unit.
In this embodiment, the data encryption unit encrypts the sensitive data by using an encryption algorithm, so as to ensure the security of the data in the transmission and storage processes, where the data encryption unit is a critical component in the merchant management system, and is mainly responsible for ensuring the security of the data in the storage, transmission and processing processes, preventing data leakage and illegal access, and the data encryption unit encrypts the sensitive data by using multiple encryption algorithms and technologies, including but not limited to symmetric encryption algorithms, asymmetric encryption algorithms, hash functions, etc., where even if the data is intercepted in the transmission process, an attacker cannot easily decrypt and obtain the information therein, and the encryption process generally involves the following key steps: first, a suitable encryption algorithm is selected, depending on the nature of the data, security requirements, and performance requirements of the system; secondly, a key is generated, which is a key parameter in the encryption and decryption processes, and the security and randomness of the key must be ensured; then, encrypting the data by using the selected algorithm and the key, and converting the plaintext data into ciphertext; finally, the encrypted data is safely stored or transmitted to a destination, and in a merchant management system, the application scene of the data encryption unit is very wide, for example, the data encryption unit can be used for protecting sensitive information of merchants, such as customer data, transaction data and the like; the system can also be used for ensuring the safe communication between systems, preventing data from being stolen or tampered in the transmission process, the data encryption unit is also required to be combined with other safety mechanisms, such as access control, identity verification and the like, a multi-layer and all-round safety protection system is constructed together, the risks of data leakage and illegal access can be reduced to the greatest extent by comprehensively applying the safety mechanisms, the safe and stable operation of a merchant management system is ensured, the data encryption unit is an integral part of the merchant management system, the data security is ensured by an encryption technology, a firm guarantee is provided for business development of merchants, and the data encryption unit is required to be continuously upgraded and perfectly cope with new challenges and threats along with the continuous development of technologies and the continuous evolution of safety threats.
In this embodiment, the identity verification unit verifies the identity of the user by verifying the identity of the user to ensure that only the authorized user can access the system resource, by adopting a series of identity verification technologies and mechanisms, such as a user name password, a biometric identification technology, a USBKey and other hardware certificates, which are respectively characterized in that the technologies can be selected and applied according to the requirements and security levels of the system, and when the identity verification is performed, the identity verification unit checks and verifies the identity information provided by the user, for example, when the user inputs a user name and a password, the identity verification unit compares the information with legal user information stored in the system to confirm whether the identity of the user is truly effective, and besides the basic identity verification function, the identity verification unit can be combined with other security mechanisms, such as authority management, access control and the like, so as to provide more comprehensive security protection.
In this embodiment, the access control unit controls the access rights of the access control unit to the system resources according to the roles and rights of the users, the main function of the access control unit is to ensure that only authorized users can access specific system resources, and by verifying the identities and rights of the users, whether the users are allowed to perform specific operations or access specific information is determined, the access control unit generally adopts various control strategies and technologies, for example, it can allocate different access rights according to the roles or responsibilities of the users, ensure that each user can only access the required information and functions, and at the same time, implement access control based on time, limit the access rights of the users in a specific time period, and combine with other security mechanisms to provide more comprehensive security protection, for example, can cooperate with the identity verification unit to verify and verify the identities of the users; the system can also be matched with a data encryption unit to encrypt sensitive data, so that data leakage is prevented, the application scene of the access control unit is very wide, for example, in an ATM system of a bank, the access control unit can ensure that only authenticated clients can withdraw money or transfer money, and in an internal file sharing system of an enterprise, the access control unit can limit staff of different departments to only access files within the authority range.
In this embodiment, the commodity information auditing and optimizing unit includes a commodity information submitting and collecting unit, the commodity information submitting and collecting unit is electrically connected with an information integrity and standardization auditing unit, the information integrity and standardization auditing unit is electrically connected with an authenticity and accuracy verifying unit, the authenticity and accuracy verifying unit is electrically connected with an illegal content detecting unit, the illegal content detecting unit is electrically connected with an information optimizing suggestion unit, and the information optimizing suggestion unit is electrically connected with an auditing result feedback and processing unit.
In this embodiment, the commodity information submitting and collecting unit receives commodity information submitted by a merchant and collects the commodity information into the system for subsequent auditing and processing.
In this embodiment, the information integrity and normalization auditing unit performs preliminary auditing on the commodity information, and checks whether the integrity and normalization of the information, such as title, description, price, picture, etc., are complete or not.
In this embodiment, the intelligent transaction flow optimizing unit includes a user behavior analyzing unit, the user behavior analyzing unit is electrically connected with a transaction flow intelligent optimizing unit, the transaction flow intelligent optimizing unit dynamically optimizes the transaction flow based on the user behavior analyzing result by using an intelligent algorithm, the unit may reduce complexity and time cost of user operation by reducing unnecessary links, simplifying operation flow, providing personalized transaction options, etc., the transaction flow intelligent optimizing unit is electrically connected with an intelligent recommending and guiding unit, the intelligent recommending and guiding unit is electrically connected with an intelligent recommending and guiding unit according to shopping behavior and demand of the user, the intelligent recommending and guiding unit guides the user to purchase according to commodity, coupon or activity information related to the intelligent recommending, and through personalized recommending and guiding, the unit can promote shopping experience and purchasing conversion rate of the user, and increase sales amount of an electronic commerce platform, the intelligent recommending and guiding unit is electrically connected with an intelligent service and self-service unit, and provides intelligent service support for the user by using natural language processing, machine learning, etc., the user can make a question, order inquiry, after-service, etc. by the intelligent customer can make a consultation, without waiting for a reply of an artificial customer service, the efficiency is improved, the user can pay for the payment by various payment and delivery, various payment methods such as on-line optimization, the payment and delivery of various payment methods, the various payment and delivery methods are provided by optimizing the user's online delivery unit, and the payment methods are satisfied, the payment and distribution flow optimization unit is electrically connected with a performance monitoring and optimization unit, the performance of the transaction system, such as response time, throughput and the like, is monitored in real time by the monitoring and optimization unit, and is optimally adjusted according to the monitoring result, and the system can maintain a high-efficiency running state through performance monitoring and optimization, so that smooth operation of the transaction flow is ensured.
In this embodiment, the personalized recommendation engine unit includes a recall unit, the unit screens out the most relevant item set of the user from the huge item library by matching the interests of the user with the characteristics of the items, an initial candidate set is provided for subsequent filtering and sorting, the recall unit is electrically connected with a merge unit, the unit merges the results of different recall strategies by means of weighted fusion, probability fusion, rule fusion and the like, so as to fully utilize the advantages of various strategies, improve the accuracy of recommendation, the merge filter unit is electrically connected with a sorting unit, the filter unit can remove the repeated items purchased or browsed by the user, and carry out negative filtering according to the feedback of the user, so as to ensure the novelty and user experience of recommendation, the sorting unit scores and sorts the candidate items by using a machine learning model or rule, so as to ensure that the items which most meet the demands of the user can be preferentially displayed to the user, and the sorting unit is electrically connected with a rearrangement unit, so as to improve sales, increase the activity of the user and the like, and adjust the sorting result according to specific business targets, so as to achieve better business effects.
The foregoing has shown and described the basic principles, principal features and advantages of the invention. It will be understood by those skilled in the art that the present invention is not limited to the above-described embodiments, and that the above-described embodiments and descriptions are only preferred embodiments of the present invention, and are not intended to limit the invention, and that various changes and modifications may be made therein without departing from the spirit and scope of the invention as claimed. The scope of the invention is defined by the appended claims and equivalents thereof.

Claims (10)

1. The electronic commerce transaction method and system based on big data is characterized by comprising a data security and privacy protection unit, wherein the data security and privacy protection unit ensures the security of user information by utilizing an advanced data encryption technology and a privacy protection algorithm, the data security and privacy protection unit is electrically connected with a commodity information auditing and optimizing unit, the commodity information auditing and optimizing unit establishes a commodity information auditing mechanism to strictly control commodity information issued by a merchant and ensure the authenticity and accuracy of the information, the commodity information auditing and optimizing unit is electrically connected with an intelligent transaction flow optimizing unit, the intelligent transaction flow optimizing unit intelligently optimizes the transaction flow by utilizing big data and an artificial intelligence technology, unnecessary links and steps are reduced, and the intelligent transaction flow optimizing unit is electrically connected with a personalized recommendation engine unit which collects and analyzes data such as shopping behaviors, preferences and demands of users to construct user figures.
2. The big data-based e-commerce transaction method and system as claimed in claim 1, wherein: the data security and privacy protection unit comprises a data encryption unit, the data encryption unit is electrically connected with an identity verification unit, the identity verification unit is electrically connected with an access control unit, the access control unit is electrically connected with a data backup and recovery unit, the data backup and recovery unit is electrically connected with a security audit and log unit, and the security audit and log unit privacy protection unit.
3. The big data-based e-commerce transaction method and system as claimed in claim 2, wherein: the data encryption unit adopts an encryption algorithm to encrypt the sensitive data, so that the security of the data in the transmission and storage processes is ensured.
4. The big data-based e-commerce transaction method and system as claimed in claim 2, wherein: the authentication unit ensures that only authorized users can access the system resources by verifying the user identity.
5. The big data-based e-commerce transaction method and system as claimed in claim 2, wherein: and the access control unit controls the access authority of the user to the system resource according to the role and the authority of the user.
6. The big data-based e-commerce transaction method and system as claimed in claim 1, wherein: the commodity information auditing and optimizing unit comprises a commodity information submitting and collecting unit, the commodity information submitting and collecting unit is electrically connected with an information integrity and standardization auditing unit, the information integrity and standardization auditing unit is electrically connected with an authenticity and accuracy verifying unit, the authenticity and accuracy verifying unit is electrically connected with an illegal content detecting unit, the illegal content detecting unit is electrically connected with an information optimizing suggestion unit, and the information optimizing suggestion unit is electrically connected with an auditing result feedback and processing unit.
7. The big data-based e-commerce transaction method and system as claimed in claim 6, wherein: and the commodity information submitting and collecting unit receives commodity information submitted by a merchant and collects the commodity information into the system for subsequent auditing and processing.
8. The big data-based e-commerce transaction method and system as claimed in claim 6, wherein: the information integrity and normalization auditing unit performs preliminary auditing on commodity information and checks whether the integrity and normalization of the information, such as titles, descriptions, prices, pictures and the like are complete or not.
9. The big data-based e-commerce transaction method and system as claimed in claim 1, wherein: the intelligent transaction flow optimizing unit comprises a user behavior analyzing unit, wherein the user behavior analyzing unit is electrically connected with a transaction flow intelligent optimizing unit, the transaction flow intelligent optimizing unit is electrically connected with an intelligent recommending and guiding unit, the intelligent recommending and guiding unit is electrically connected with an intelligent customer service and self-service unit, the intelligent customer service and self-service unit is electrically connected with a payment and distribution flow optimizing unit, and the payment and distribution flow optimizing unit is electrically connected with a performance monitoring and optimizing unit.
10. The big data-based e-commerce transaction method and system as claimed in claim 1, wherein: the personalized recommendation engine unit comprises a recall unit, wherein the recall unit is electrically connected with a fusion unit, a fusion unit is provided with a filter unit, the filter unit is electrically connected with a sequencing unit, and the sequencing unit is electrically connected with a rearrangement unit.
CN202410536463.3A 2024-04-30 2024-04-30 Big data-based E-commerce transaction method and system Pending CN118505339A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202410536463.3A CN118505339A (en) 2024-04-30 2024-04-30 Big data-based E-commerce transaction method and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202410536463.3A CN118505339A (en) 2024-04-30 2024-04-30 Big data-based E-commerce transaction method and system

Publications (1)

Publication Number Publication Date
CN118505339A true CN118505339A (en) 2024-08-16

Family

ID=92232143

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202410536463.3A Pending CN118505339A (en) 2024-04-30 2024-04-30 Big data-based E-commerce transaction method and system

Country Status (1)

Country Link
CN (1) CN118505339A (en)

Similar Documents

Publication Publication Date Title
Abreu et al. Blockchain technology in the auditing environment
Khunger Optimizing Payment Gateways in Fintech Using AI-Augmented OCR and Intelligent Workflow
CN108737361B (en) Data verification method based on block chain
Lin et al. Cryptography's role in securing the information society
Grabosky et al. Electronic theft: Unlawful acquisition in cyberspace
Niranjanamurthy et al. The study of e-commerce security issues and solutions
Duh et al. Control and assurance in e-commerce: Privacy, integrity, and security at eBay
US20100057622A1 (en) Distributed Quantum Encrypted Pattern Generation And Scoring
Steel Stolen identity valuation and market evolution on the dark web
Jain et al. Optimizing Payment Gateways in Fintech Using AI-Augmented OCR and Intelligent Workflow
Chawki The Dark Web and the future of illicit drug markets
Chawki Cybercrime and the Regulation of Cryptocurrencies
Ackerman et al. Privacy and security issues in e-commerce
Kitukutha et al. Trust and E-commerce, case study on Jumia company
Saleh Juridical Analysis of the Crime of Online Store Fraud in Indonesia
National Research Council Cryptography's Role in Securing the Information Society
Ivan et al. Security of m-commerce transactions
Sadekin et al. Security of e-banking in Bangladesh
Rajendran Data breach fraudulence and preventive measures in e-commerce platforms
CN113139861A (en) Open financial service platform (system device) based on internet and method thereof
Pagano Digital account opening fraud on demand deposit accounts: An assessment of available technology
CN118505339A (en) Big data-based E-commerce transaction method and system
CN115499508A (en) POS safety control system and method
Widhaningroem et al. Juridical Study on Investigation of Fraud Crime Cases in E-Commerce in Indonesia
Elisanti et al. Analysis of Cybercrime Potential in E-Commerce Buying and Selling Transactions

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
点击 这是indexloc提供的php浏览器服务,不要输入任何密码和下载