WO2022021696A1 - Multi-information source-based whole-process blockchain system - Google Patents

Multi-information source-based whole-process blockchain system Download PDF

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WO2022021696A1
WO2022021696A1 PCT/CN2020/131116 CN2020131116W WO2022021696A1 WO 2022021696 A1 WO2022021696 A1 WO 2022021696A1 CN 2020131116 W CN2020131116 W CN 2020131116W WO 2022021696 A1 WO2022021696 A1 WO 2022021696A1
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information
module
data
full
blockchain system
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PCT/CN2020/131116
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French (fr)
Chinese (zh)
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柴荔
汪洋
邹悦宁
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中诚区块链研究院(南京)有限公司
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Publication of WO2022021696A1 publication Critical patent/WO2022021696A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/21Design, administration or maintenance of databases
    • G06F16/215Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/27Replication, distribution or synchronisation of data between databases or within a distributed database system; Distributed database system architectures therefor
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • G06F18/241Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2415Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rate
    • G06F18/24155Bayesian classification
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31User authentication
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/604Tools and structures for managing or administering access control systems
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2221/00Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/21Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/2141Access rights, e.g. capability lists, access control lists, access tables, access matrices

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  • the invention relates to the technical field of blockchain, in particular to a full-process blockchain system based on multiple information sources.
  • the information system is mainly used to input, store, process, output and control information, and is a man-machine integrated system for the purpose of processing information flow.
  • most information systems can only handle information flow from a single source of information, and information from multiple sources often has inconsistent formats, duplication of information, and redundancy of information, which reduces the work efficiency of information systems; at the same time, existing Information system security protection measures are poor, and there is a large security risk of information leakage.
  • the purpose of the present invention is to provide a full-process block chain system based on multiple information sources, so as to solve the problems raised in the above background technology.
  • one of the purposes of the present invention is to provide a full-process blockchain system application method based on multiple information sources, the application process of which includes the following steps:
  • the format is unified, and the data from various sources is converted into data in a standard format
  • the user logs in, identifies the user's identity, and assigns authority according to the access key of the user's login.
  • the second purpose of the present invention is to provide a full-process blockchain system based on multiple information sources, including a basic management unit, an information file unit, a data integration unit and a block application unit; a basic management unit, an information file unit, The data integration unit and the block application unit are sequentially connected through digital signal communication; the basic management unit is used to collect information through physical equipment and transmit the information to the system through network communication technology; the information file unit is used to input and update information to form a database; the data integration unit is used to standardize, clean and classify data; the block application unit is used to establish a channel for users to obtain information through blockchain technology.
  • the data includes historical data and real-time new data.
  • the basic management unit includes a physical application module, an application interface module and a network communication module; the signal output end of the physical application module is connected to the signal input end of the application interface module, and the signal output end of the application interface module is connected connected with the signal input end of the network communication module; the physical application module is used to obtain real-time information on-site through the information collection device; the application interface module is used to establish a transmission channel between the system and the information collection device; the network communication module It is used to realize data transmission through multi-channel network communication technology.
  • the information collection device includes a radio frequency identification device, an intelligent reader, a laser scanner, etc.
  • the information acquisition method includes scanning a two-dimensional code, scanning a barcode, scanning text, and text input.
  • the information file unit includes an information collection module, an information update module and an information storage module; the signal output end of the information collection module is connected to the signal input end of the information update module, and the signal output end of the information update module is connected connected with the signal input end of the information storage module; the information acquisition module is used to import the acquired information data into the system; the information update module is used to update the real-time newly added data into the system; the information storage The module is used to store the information data in the corresponding database respectively.
  • the data integration unit includes a format unification module, a data cleaning module and a data classification module; the signal output end of the format unification module is connected to the signal input end of the data cleaning module, and the signal output end of the data cleaning module
  • the terminal is connected to the signal input terminal of the data classification module; the format unification module is used to standardize the conversion of information data; the data cleaning module is used to identify and compare the data and eliminate the wrong data and duplicate data therein;
  • the data classification module is used to classify the data according to the set conditions.
  • the method of the format unification module is:
  • T is Type, the semantic conversion problem type identifier
  • D is Data, the data object to be processed by the semantic conversion layer
  • OT is Operation Type, the trigger type of the conversion operation performed by the semantic conversion layer
  • O is Operation, the specific operation of semantic conversion
  • R For Reference, the operation in the rule.
  • the data cleaning module adopts the entropy algorithm of the amount of information, and its calculation formula is:
  • i 1,2,3,...,n
  • X i represents the ith state (n states in total)
  • P(X i ) represents the probability when the ith state occurs
  • H(x) is The amount of information required to eliminate uncertainty, in bits.
  • the data classification module adopts the naive Bayesian algorithm, and its calculation formula is:
  • X) is the posterior probability that X belongs to class C i
  • C i ) is the probability that the attributes are classified according to conditional independence.
  • the block application unit includes an information encryption module, a resource sharing module, an authority protection module and an identity recognition module; the signal output end of the information encryption module is connected with the signal input end of the resource sharing module, and the authority protection module The signal output end of the module is connected with the signal input end of the identity recognition module; the information encryption module is used to encrypt and protect the data through an encryption algorithm; the resource sharing module is used to establish between different databases, between databases and users shared channel; the authority protection module is used to limit the user's operation authority through different access conditions; the identity recognition module is used to identify and authenticate the user's identity and assign the authority according to the identity.
  • resource sharing channels include public chain, private chain and alliance chain. All users can enter the public chain, private users can enter the private chain through private keys, and specific users can enter the alliance chain through alliance access.
  • the identification methods include password verification, mobile phone verification code verification, face recognition, fingerprint recognition, etc.
  • the third object of the present invention is to provide a full-process blockchain device based on multiple information sources, including a processor, a memory, and a computer program stored in the memory and running on the processor, and the processor is used to execute the computer program.
  • a full-process blockchain device based on multiple information sources, including a processor, a memory, and a computer program stored in the memory and running on the processor, and the processor is used to execute the computer program.
  • the fourth object of the present invention is that the computer-readable storage medium stores a computer program, and when the computer program is executed by the processor, any one of the above-mentioned full-process blockchain systems based on multiple information sources is implemented.
  • the beneficial effect of the present invention is that in the full-process blockchain system based on multiple information sources, by applying the blockchain technology to the information system, the information flow of various sources can be integrated And unified management, improve its processing efficiency of information flow, and improve the security protection measures of the information system, reduce the possibility of information leakage, and achieve effective sharing of information resources.
  • Fig. 1 is the overall block diagram of embodiment 1;
  • Fig. 2 is the basic management unit module block diagram of embodiment 1;
  • Fig. 3 is the block diagram of the information file unit module of Embodiment 1;
  • Fig. 4 is the data integration unit module block diagram of embodiment 1;
  • Fig. 5 is the block application unit module block diagram of embodiment 1;
  • FIG. 6 is a schematic structural diagram of the blockchain device of Embodiment 1.
  • FIG. 6 is a schematic structural diagram of the blockchain device of Embodiment 1.
  • 100 basic management unit; 101, physical application module; 102, application interface module; 103, network communication module;
  • 300 data integration unit; 301, format unification module; 302, data cleaning module; 303, data classification module;
  • 400 block application unit; 401, information encryption module; 402, resource sharing module; 403, authority protection module; 404, identity recognition module.
  • this embodiment provides a full-process blockchain system based on multiple information sources, and the application process includes the following steps:
  • the format is unified, and the data from various sources is converted into data in a standard format
  • the user logs in, identifies the user's identity, and assigns authority according to the access key of the user's login.
  • the blockchain system includes a basic management unit 100, an information file unit 200, a data integration unit 300 and a block application unit 400; the basic management unit 100, the information file unit 200, the data integration unit 300 and the block application unit The units 400 are sequentially connected through digital signal communication; the basic management unit 100 is used to collect information through physical equipment and transmit the information to the system through network communication technology; the information file unit 200 is used to input and update information to form a database; data integration unit 300 It is used to standardize, clean and classify data; the block application unit 400 is used to establish a channel for users to obtain information through blockchain technology.
  • the data includes historical data and real-time new data.
  • the basic management unit 100 includes a physical application module 101, an application interface module 102 and a network communication module 103; the signal output end of the physical application module 101 is connected to the signal input end of the application interface module 102, and the signal of the application interface module 102 The output end is connected to the signal input end of the network communication module 103; the physical application module 101 is used to obtain real-time information on-site through the information collection device; the application interface module 102 is used to establish a transmission channel between the system and the information collection device; the network communication module 103 It is used to realize data transmission through multi-channel network communication technology.
  • the information collection device includes a radio frequency identification device, an intelligent reader, a laser scanner, etc.
  • the information acquisition method includes scanning a two-dimensional code, scanning a barcode, scanning text, and text input.
  • the information file unit 200 includes an information collection module 201, an information update module 202 and an information storage module 203; the signal output end of the information collection module 201 is connected to the signal input end of the information update module 202, and the signal of the information update module 202 is connected to the signal input end of the information update module 202.
  • the output end is connected with the signal input end of the information storage module 203; the information acquisition module 201 is used to import the acquired information data into the system; the information update module 202 is used to update the real-time newly added data into the system; the information storage module 203 is used to store the information data in the corresponding database respectively.
  • the data integration unit 300 includes a format unification module 301 , a data cleaning module 302 and a data classification module 303 ; the signal output end of the format unification module 301 is connected to the signal input end of the data cleaning module 302 , and the data cleaning module 302 The signal output end is connected with the signal input end of the data classification module 303; the format unification module 301 is used to standardize and convert the information data; the data cleaning module 302 is used to identify and compare the data and eliminate the wrong data and duplicate data; The classification module 303 is used to classify the data according to the set conditions.
  • the method of the format unification module 301 is:
  • T is Type, the semantic conversion problem type identifier
  • D is Data, the data object to be processed by the semantic conversion layer
  • OT is Operation Type, the trigger type of the conversion operation performed by the semantic conversion layer
  • O is Operation, the specific operation of semantic conversion
  • R For Reference, the operation in the rule.
  • the data cleaning module 302 adopts the entropy algorithm of the amount of information, and its calculation formula is:
  • i 1,2,3,...,n
  • X i represents the ith state (n states in total)
  • P(X i ) represents the probability when the ith state occurs
  • H(x) is The amount of information required to eliminate uncertainty, in bits.
  • the data classification module 303 adopts the Naive Bayes algorithm, and its calculation formula is:
  • X) is the posterior probability that X belongs to class C i
  • C i ) is the probability that the attributes are classified according to conditional independence.
  • the block application unit 400 includes an information encryption module 401, a resource sharing module 402, an authority protection module 403 and an identity recognition module 404; the signal output end of the information encryption module 401 is connected to the signal input end of the resource sharing module 402, The signal output end of the authority protection module 403 is connected with the signal input end of the identity recognition module 404; the information encryption module 401 is used to encrypt and protect the data through an encryption algorithm; the resource sharing module 402 is used for between different databases, between databases and users.
  • the authority protection module 403 is used to limit the user's operation authority through different access conditions; the identity recognition module 404 is used to identify and authenticate the user's identity and assign authority according to the identity.
  • resource sharing channels include public chain, private chain and alliance chain. All users can enter the public chain, private users can enter the private chain through private keys, and specific users can enter the alliance chain through alliance access.
  • the identification methods include password verification, mobile phone verification code verification, face recognition, fingerprint recognition, etc.
  • FIG. 6 a schematic structural diagram of the multi-information source-based full-process blockchain device involved in this embodiment is shown, and the device includes a processor, a memory, and a bus.
  • the processor includes one or more processing cores, the processor is connected to the processor through a bus, and the memory is used to store program instructions.
  • the processor executes the program instructions in the memory, the above-mentioned full-process blockchain system based on multiple information sources is implemented.
  • the memory can be implemented by any type of volatile or non-volatile storage device or combination thereof, such as static anytime access memory (SRAM), electrically erasable programmable read only memory (EEPROM), Erasing Programmable Read Only Memory (EPROM), Programmable Read Only Memory (PROM), Read Only Memory (ROM), Magnetic Memory, Flash Memory, Magnetic Disk or Optical Disk.
  • SRAM static anytime access memory
  • EEPROM electrically erasable programmable read only memory
  • EPROM Erasing Programmable Read Only Memory
  • PROM Programmable Read Only Memory
  • ROM Read Only Memory
  • Magnetic Memory Flash Memory
  • magnetic Disk Magnetic Disk or Optical Disk.
  • the present invention also provides a computer-readable storage medium, where the computer-readable storage medium stores a computer program, and when the computer program is executed by the processor, realizes the above-mentioned full-process blockchain system based on multiple information sources.
  • the present invention also provides a computer program product containing instructions, which, when running on a computer, enables the computer to execute the above-mentioned full-process blockchain system based on multiple information sources.

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Abstract

A multi-information source-based whole-process blockchain system, which relates to the technical field of block chains. The application process of said system comprises the following steps: information acquisition, information update, format unification, data cleaning, data classification, information storage, information encryption, and user login. Said system can integrate and uniformly manage information flows from multiple sources and approaches, increasing the processing efficiency thereof, and also improves security protection measures, reducing the possibility of information leakage, and achieving effective sharing of information resources.

Description

一种基于多信息来源的全流程区块链系统A full-process blockchain system based on multiple sources of information 技术领域technical field
本发明涉及区块链技术领域,具体地说,涉及一种基于多信息来源的全流程区块链系统。The invention relates to the technical field of blockchain, in particular to a full-process blockchain system based on multiple information sources.
背景技术Background technique
信息系统主要用于对信息进行输入、存储、处理、输出和控制,是以处理信息流为目的的人机一体化系统。目前大多数的信息系统只能处理单一信息来源的信息流,多种来源途径的信息往往存在格式不统一、信息重复以及信息冗余的情况,导致信息系统的工作效率降低;同时,现有的信息系统安全保护的措施较差,存在较大的信息泄漏的安全隐患。The information system is mainly used to input, store, process, output and control information, and is a man-machine integrated system for the purpose of processing information flow. At present, most information systems can only handle information flow from a single source of information, and information from multiple sources often has inconsistent formats, duplication of information, and redundancy of information, which reduces the work efficiency of information systems; at the same time, existing Information system security protection measures are poor, and there is a large security risk of information leakage.
发明内容SUMMARY OF THE INVENTION
本发明的目的在于提供了一种基于多信息来源的全流程区块链系统,以解决上述背景技术中提出的问题。The purpose of the present invention is to provide a full-process block chain system based on multiple information sources, so as to solve the problems raised in the above background technology.
为实现上述技术问题的解决,本发明的目的之一在于,提供了一种基于多信息来源的全流程区块链系统应用方法,其应用流程包括如下步骤:In order to solve the above technical problems, one of the purposes of the present invention is to provide a full-process blockchain system application method based on multiple information sources, the application process of which includes the following steps:
S1、信息采集,通过信息采集装置采集信息,系统采用全量导入方式将数据导入并建立基础数据库;S1, information collection, collect information through the information collection device, the system adopts the full import method to import the data and establish a basic database;
S2、信息更新,系统通过获取增量变更实现实时数据通病并完成数据库的信息更新;S2, information update, the system realizes the common problem of real-time data by acquiring incremental changes and completes the information update of the database;
S3、格式统一,将多种来源途径的数据转换为标准格式的数据;S3. The format is unified, and the data from various sources is converted into data in a standard format;
S4、数据清洗,识别并过滤信息,剔除错误及重复数据;S4. Data cleaning, identifying and filtering information, eliminating errors and duplicate data;
S5、数据归类,按设定条件和不同属性对数据进行对比、匹配及分类;S5. Data classification, compare, match and classify data according to set conditions and different attributes;
S6、信息存储,对数据进行无损的压缩打包处理并分别存储;S6, information storage, perform lossless compression and packaging processing on the data and store them separately;
S7、信息加密,对数据分别进行加密;S7, information encryption, encrypt the data separately;
S8、用户登录,对用户的身份进行识别,并根据用户登录的准入密钥分配权限。S8, the user logs in, identifies the user's identity, and assigns authority according to the access key of the user's login.
本发明的目的之二在于,提供了一种基于多信息来源的全流程区块链系统,包括基础管理单元、信息档案单元、数据整合单元和区块应用单元;基础管理单元、信息档案单元、 数据整合单元与区块应用单元依次通过数字信号通信连接;所述基础管理单元用于通过物理设备采集信息并通过网络通信技术将信息传输到系统内;所述信息档案单元用于录入、更新信息以形成数据库;所述数据整合单元用于对数据进行标准化、清洗及分类操作;所述区块应用单元用于通过区块链技术给用户建立获取信息的通道。其中,数据包括历史数据和实时新增的数据。The second purpose of the present invention is to provide a full-process blockchain system based on multiple information sources, including a basic management unit, an information file unit, a data integration unit and a block application unit; a basic management unit, an information file unit, The data integration unit and the block application unit are sequentially connected through digital signal communication; the basic management unit is used to collect information through physical equipment and transmit the information to the system through network communication technology; the information file unit is used to input and update information to form a database; the data integration unit is used to standardize, clean and classify data; the block application unit is used to establish a channel for users to obtain information through blockchain technology. Among them, the data includes historical data and real-time new data.
作为本技术方案的进一步改进,所述基础管理单元包括物理应用模块、应用接口模块和网络通信模块;物理应用模块的信号输出端与应用接口模块的信号输入端连接,应用接口模块的信号输出端与网络通信模块的信号输入端连接;所述物理应用模块用于通过信息采集装置现场获取实时信息;所述应用接口模块用于在系统与信息采集装置之间建立传输通道;所述网络通信模块用于通过多渠道的网络通信技术实现数据传输。As a further improvement of this technical solution, the basic management unit includes a physical application module, an application interface module and a network communication module; the signal output end of the physical application module is connected to the signal input end of the application interface module, and the signal output end of the application interface module is connected connected with the signal input end of the network communication module; the physical application module is used to obtain real-time information on-site through the information collection device; the application interface module is used to establish a transmission channel between the system and the information collection device; the network communication module It is used to realize data transmission through multi-channel network communication technology.
其中,信息采集装置包括射频识别装置、智能识读器、激光扫描仪等,获取信息的方式包括扫描二维码、扫描条形码、扫描文字、文字输入等。Among them, the information collection device includes a radio frequency identification device, an intelligent reader, a laser scanner, etc., and the information acquisition method includes scanning a two-dimensional code, scanning a barcode, scanning text, and text input.
作为本技术方案的进一步改进,所述信息档案单元包括信息采集模块、信息更新模块和信息存储模块;信息采集模块的信号输出端与信息更新模块的信号输入端连接,信息更新模块的信号输出端与信息存储模块的信号输入端连接;所述信息采集模块用于将获取到的信息数据导入到系统内;所述信息更新模块用于将实时新增的数据更新到系统内;所述信息存储模块用于将信息数据分别存储到对应的数据库内。As a further improvement of this technical solution, the information file unit includes an information collection module, an information update module and an information storage module; the signal output end of the information collection module is connected to the signal input end of the information update module, and the signal output end of the information update module is connected connected with the signal input end of the information storage module; the information acquisition module is used to import the acquired information data into the system; the information update module is used to update the real-time newly added data into the system; the information storage The module is used to store the information data in the corresponding database respectively.
作为本技术方案的进一步改进,所述数据整合单元包括格式统一模块、数据清洗模块和数据归类模块;格式统一模块的信号输出端与数据清洗模块的信号输入端连接,数据清洗模块的信号输出端与数据归类模块的信号输入端连接;所述格式统一模块用于将信息数据进行标准化转换;所述数据清洗模块用于对数据进行识别对比并剔除其中的错误数据和重复数据;所述数据归类模块用于按设定的条件对数据进行划分归类。As a further improvement of the technical solution, the data integration unit includes a format unification module, a data cleaning module and a data classification module; the signal output end of the format unification module is connected to the signal input end of the data cleaning module, and the signal output end of the data cleaning module The terminal is connected to the signal input terminal of the data classification module; the format unification module is used to standardize the conversion of information data; the data cleaning module is used to identify and compare the data and eliminate the wrong data and duplicate data therein; The data classification module is used to classify the data according to the set conditions.
作为本技术方案的进一步改进,所述格式统一模块的方法为:As a further improvement of this technical solution, the method of the format unification module is:
用R set表示语义转换规则集,R set={r 1,r 2,…,r n},其中r i表示某一条规则,i=1,2,…,n,n为规则总数量,r i=(T,D,OT,O,R); Use R set to represent the semantic conversion rule set, R set ={r 1 ,r 2 ,...,r n }, where ri represents a certain rule, i =1,2,...,n, n is the total number of rules, r i = (T,D,OT,O,R);
T为Type,语义转换问题类型标识;D为Data,语义转换层待处理的数据对象;OT为Operation Type,语义转换层所执行转换操作的触发器类型;O为Operation,语义转换具体操作;R为Reference,规则中操作。T is Type, the semantic conversion problem type identifier; D is Data, the data object to be processed by the semantic conversion layer; OT is Operation Type, the trigger type of the conversion operation performed by the semantic conversion layer; O is Operation, the specific operation of semantic conversion; R For Reference, the operation in the rule.
作为本技术方案的进一步改进,所述数据清洗模块采用信息量的熵算法,其计算公式为:As a further improvement of this technical solution, the data cleaning module adopts the entropy algorithm of the amount of information, and its calculation formula is:
H(x)=-∑P(X i)log 2P(X i); H(x)=-∑P(X i )log 2 P(X i );
其中,i=1,2,3,...,n,X i表示第i个状态(共n个状态),P(X i)代表出现第i个状态时的概率,H(x)为消除不确定性所需的信息量,单位为比特(bit)。 Among them, i=1,2,3,...,n,X i represents the ith state (n states in total), P(X i ) represents the probability when the ith state occurs, and H(x) is The amount of information required to eliminate uncertainty, in bits.
作为本技术方案的进一步改进,所述数据归类模块采用朴素贝叶斯算法,其计算公式为:As a further improvement of this technical solution, the data classification module adopts the naive Bayesian algorithm, and its calculation formula is:
Figure PCTCN2020131116-appb-000001
Figure PCTCN2020131116-appb-000001
Figure PCTCN2020131116-appb-000002
Figure PCTCN2020131116-appb-000002
其中,X为给定集,P(C i|X)为X属于类C i的后验概率,P(X|C i)为按条件独立的属性归类的概率。 where X is a given set, P(C i |X) is the posterior probability that X belongs to class C i , and P(X|C i ) is the probability that the attributes are classified according to conditional independence.
作为本技术方案的进一步改进,所述区块应用单元包括信息加密模块、资源共享模块、权限保护模块和身份识别模块;信息加密模块的信号输出端与资源共享模块的信号输入端连接,权限保护模块的信号输出端与身份识别模块的信号输入端连接;所述信息加密模块用于通过加密算法对数据进行加密保护;所述资源共享模块用于在不同数据库之间、数据库与用户之间建立共享通道;所述权限保护模块用于通过不同准入条件对用户的操作权限进行限定;所述身份识别模块用于对用户的身份进行识别认证并根据身份分配权限。As a further improvement of this technical solution, the block application unit includes an information encryption module, a resource sharing module, an authority protection module and an identity recognition module; the signal output end of the information encryption module is connected with the signal input end of the resource sharing module, and the authority protection module The signal output end of the module is connected with the signal input end of the identity recognition module; the information encryption module is used to encrypt and protect the data through an encryption algorithm; the resource sharing module is used to establish between different databases, between databases and users shared channel; the authority protection module is used to limit the user's operation authority through different access conditions; the identity recognition module is used to identify and authenticate the user's identity and assign the authority according to the identity.
其中,资源共享途径包括公有链、私有链和联盟链,所有用户均可进入公有链,私人用户通过私钥可进入私有链,特定用户通过联盟准入可进入联盟链。Among them, resource sharing channels include public chain, private chain and alliance chain. All users can enter the public chain, private users can enter the private chain through private keys, and specific users can enter the alliance chain through alliance access.
其中,身份识别方式包括密码验证、手机验证码验证、人脸识别、指纹识别等。Among them, the identification methods include password verification, mobile phone verification code verification, face recognition, fingerprint recognition, etc.
本发明的目的之三在于,提供了一种基于多信息来源的全流程区块链装置,包括处理 器、存储器以及存储在存储器中并在处理器上运行的计算机程序,处理器用于执行计算机程序时实现上述任一的基于多信息来源的全流程区块链系统。The third object of the present invention is to provide a full-process blockchain device based on multiple information sources, including a processor, a memory, and a computer program stored in the memory and running on the processor, and the processor is used to execute the computer program. When implementing any of the above-mentioned full-process blockchain systems based on multiple information sources.
本发明的目的之四在于,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时实现上述任一的基于多信息来源的全流程区块链系统。The fourth object of the present invention is that the computer-readable storage medium stores a computer program, and when the computer program is executed by the processor, any one of the above-mentioned full-process blockchain systems based on multiple information sources is implemented.
与现有技术相比,本发明的有益效果:该基于多信息来源的全流程区块链系统中,通过将区块链技术应用到信息系统中,可以对多种来源途径的信息流进行整合与统一管理,提高其对信息流的处理效率,同时完善信息系统的安全保护措施,降低信息泄漏的可能,实现信息资源的有效共享。Compared with the prior art, the beneficial effect of the present invention is that in the full-process blockchain system based on multiple information sources, by applying the blockchain technology to the information system, the information flow of various sources can be integrated And unified management, improve its processing efficiency of information flow, and improve the security protection measures of the information system, reduce the possibility of information leakage, and achieve effective sharing of information resources.
附图说明Description of drawings
图1为实施例1的整体框图;Fig. 1 is the overall block diagram of embodiment 1;
图2为实施例1的基础管理单元模块框图;Fig. 2 is the basic management unit module block diagram of embodiment 1;
图3为实施例1的信息档案单元模块框图;Fig. 3 is the block diagram of the information file unit module of Embodiment 1;
图4为实施例1的数据整合单元模块框图;Fig. 4 is the data integration unit module block diagram of embodiment 1;
图5为实施例1的区块应用单元模块框图;Fig. 5 is the block application unit module block diagram of embodiment 1;
图6为实施例1的区块链装置结构示意图。FIG. 6 is a schematic structural diagram of the blockchain device of Embodiment 1. FIG.
图中各个标号意义为:The meanings of the symbols in the figure are:
100、基础管理单元;101、物理应用模块;102、应用接口模块;103、网络通信模块;100, basic management unit; 101, physical application module; 102, application interface module; 103, network communication module;
200、信息档案单元;201、信息采集模块;202、信息更新模块;203、信息存储模块;200, information file unit; 201, information acquisition module; 202, information update module; 203, information storage module;
300、数据整合单元;301、格式统一模块;302、数据清洗模块;303、数据归类模块;300, data integration unit; 301, format unification module; 302, data cleaning module; 303, data classification module;
400、区块应用单元;401、信息加密模块;402、资源共享模块;403、权限保护模块;404、身份识别模块。400, block application unit; 401, information encryption module; 402, resource sharing module; 403, authority protection module; 404, identity recognition module.
具体实施方式detailed description
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实 施例,都属于本发明保护的范围。The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, but not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without making creative efforts all belong to the protection scope of the present invention.
实施例1Example 1
如图1-6所示,本实施例提供了一种基于多信息来源的全流程区块链系统,其应用流程包括如下步骤:As shown in Figure 1-6, this embodiment provides a full-process blockchain system based on multiple information sources, and the application process includes the following steps:
S1、信息采集,通过信息采集装置采集信息,系统采用全量导入方式将数据导入并建立基础数据库;S1, information collection, collect information through the information collection device, the system adopts the full import method to import the data and establish a basic database;
S2、信息更新,系统通过获取增量变更实现实时数据通病并完成数据库的信息更新;S2, information update, the system realizes the common problem of real-time data by acquiring incremental changes and completes the information update of the database;
S3、格式统一,将多种来源途径的数据转换为标准格式的数据;S3. The format is unified, and the data from various sources is converted into data in a standard format;
S4、数据清洗,识别并过滤信息,剔除错误及重复数据;S4. Data cleaning, identifying and filtering information, eliminating errors and duplicate data;
S5、数据归类,按设定条件和不同属性对数据进行对比、匹配及分类;S5. Data classification, compare, match and classify data according to set conditions and different attributes;
S6、信息存储,对数据进行无损的压缩打包处理并分别存储;S6, information storage, perform lossless compression and packaging processing on the data and store them separately;
S7、信息加密,对数据分别进行加密;S7, information encryption, encrypt the data separately;
S8、用户登录,对用户的身份进行识别,并根据用户登录的准入密钥分配权限。S8, the user logs in, identifies the user's identity, and assigns authority according to the access key of the user's login.
本实施例中,该区块链系统包括基础管理单元100、信息档案单元200、数据整合单元300和区块应用单元400;基础管理单元100、信息档案单元200、数据整合单元300与区块应用单元400依次通过数字信号通信连接;基础管理单元100用于通过物理设备采集信息并通过网络通信技术将信息传输到系统内;信息档案单元200用于录入、更新信息以形成数据库;数据整合单元300用于对数据进行标准化、清洗及分类操作;区块应用单元400用于通过区块链技术给用户建立获取信息的通道。其中,数据包括历史数据和实时新增的数据。In this embodiment, the blockchain system includes a basic management unit 100, an information file unit 200, a data integration unit 300 and a block application unit 400; the basic management unit 100, the information file unit 200, the data integration unit 300 and the block application unit The units 400 are sequentially connected through digital signal communication; the basic management unit 100 is used to collect information through physical equipment and transmit the information to the system through network communication technology; the information file unit 200 is used to input and update information to form a database; data integration unit 300 It is used to standardize, clean and classify data; the block application unit 400 is used to establish a channel for users to obtain information through blockchain technology. Among them, the data includes historical data and real-time new data.
本实施例中,基础管理单元100包括物理应用模块101、应用接口模块102和网络通信模块103;物理应用模块101的信号输出端与应用接口模块102的信号输入端连接,应用接口模块102的信号输出端与网络通信模块103的信号输入端连接;物理应用模块101用于通过信息采集装置现场获取实时信息;应用接口模块102用于在系统与信息采集装置之间建立传输通道;网络通信模块103用于通过多渠道的网络通信技术实现数据传输。In this embodiment, the basic management unit 100 includes a physical application module 101, an application interface module 102 and a network communication module 103; the signal output end of the physical application module 101 is connected to the signal input end of the application interface module 102, and the signal of the application interface module 102 The output end is connected to the signal input end of the network communication module 103; the physical application module 101 is used to obtain real-time information on-site through the information collection device; the application interface module 102 is used to establish a transmission channel between the system and the information collection device; the network communication module 103 It is used to realize data transmission through multi-channel network communication technology.
其中,信息采集装置包括射频识别装置、智能识读器、激光扫描仪等,获取信息的方式包括扫描二维码、扫描条形码、扫描文字、文字输入等。Among them, the information collection device includes a radio frequency identification device, an intelligent reader, a laser scanner, etc., and the information acquisition method includes scanning a two-dimensional code, scanning a barcode, scanning text, and text input.
本实施例中,信息档案单元200包括信息采集模块201、信息更新模块202和信息存储模块203;信息采集模块201的信号输出端与信息更新模块202的信号输入端连接,信息更新模块202的信号输出端与信息存储模块203的信号输入端连接;信息采集模块201用于将获取到的信息数据导入到系统内;信息更新模块202用于将实时新增的数据更新到系统内;信息存储模块203用于将信息数据分别存储到对应的数据库内。In this embodiment, the information file unit 200 includes an information collection module 201, an information update module 202 and an information storage module 203; the signal output end of the information collection module 201 is connected to the signal input end of the information update module 202, and the signal of the information update module 202 is connected to the signal input end of the information update module 202. The output end is connected with the signal input end of the information storage module 203; the information acquisition module 201 is used to import the acquired information data into the system; the information update module 202 is used to update the real-time newly added data into the system; the information storage module 203 is used to store the information data in the corresponding database respectively.
本实施例中,数据整合单元300包括格式统一模块301、数据清洗模块302和数据归类模块303;格式统一模块301的信号输出端与数据清洗模块302的信号输入端连接,数据清洗模块302的信号输出端与数据归类模块303的信号输入端连接;格式统一模块301用于将信息数据进行标准化转换;数据清洗模块302用于对数据进行识别对比并剔除其中的错误数据和重复数据;数据归类模块303用于按设定的条件对数据进行划分归类。In this embodiment, the data integration unit 300 includes a format unification module 301 , a data cleaning module 302 and a data classification module 303 ; the signal output end of the format unification module 301 is connected to the signal input end of the data cleaning module 302 , and the data cleaning module 302 The signal output end is connected with the signal input end of the data classification module 303; the format unification module 301 is used to standardize and convert the information data; the data cleaning module 302 is used to identify and compare the data and eliminate the wrong data and duplicate data; The classification module 303 is used to classify the data according to the set conditions.
进一步地,格式统一模块301的方法为:Further, the method of the format unification module 301 is:
用R set表示语义转换规则集,R set={r 1,r 2,…,r n},其中r i表示某一条规则,i=1,2,…,n,n为规则总数量,r i=(T,D,OT,O,R); Use R set to represent the semantic conversion rule set, R set ={r 1 ,r 2 ,...,r n }, where ri represents a certain rule, i =1,2,...,n, n is the total number of rules, r i = (T,D,OT,O,R);
T为Type,语义转换问题类型标识;D为Data,语义转换层待处理的数据对象;OT为Operation Type,语义转换层所执行转换操作的触发器类型;O为Operation,语义转换具体操作;R为Reference,规则中操作。T is Type, the semantic conversion problem type identifier; D is Data, the data object to be processed by the semantic conversion layer; OT is Operation Type, the trigger type of the conversion operation performed by the semantic conversion layer; O is Operation, the specific operation of semantic conversion; R For Reference, the operation in the rule.
进一步地,数据清洗模块302采用信息量的熵算法,其计算公式为:Further, the data cleaning module 302 adopts the entropy algorithm of the amount of information, and its calculation formula is:
H(x)=-∑P(X i)log 2P(X i); H(x)=-∑P(X i )log 2 P(X i );
其中,i=1,2,3,...,n,X i表示第i个状态(共n个状态),P(X i)代表出现第i个状态时的概率,H(x)为消除不确定性所需的信息量,单位为比特(bit)。 Among them, i=1,2,3,...,n,X i represents the ith state (n states in total), P(X i ) represents the probability when the ith state occurs, and H(x) is The amount of information required to eliminate uncertainty, in bits.
进一步地,数据归类模块303采用朴素贝叶斯算法,其计算公式为:Further, the data classification module 303 adopts the Naive Bayes algorithm, and its calculation formula is:
Figure PCTCN2020131116-appb-000003
Figure PCTCN2020131116-appb-000003
Figure PCTCN2020131116-appb-000004
Figure PCTCN2020131116-appb-000004
其中,X为给定集,P(C i|X)为X属于类C i的后验概率,P(X|C i)为按条件独立的属性归类的概率。 where X is a given set, P(C i |X) is the posterior probability that X belongs to class C i , and P(X|C i ) is the probability that the attributes are classified according to conditional independence.
本实施例中,区块应用单元400包括信息加密模块401、资源共享模块402、权限保护模块403和身份识别模块404;信息加密模块401的信号输出端与资源共享模块402的信号输入端连接,权限保护模块403的信号输出端与身份识别模块404的信号输入端连接;信息加密模块401用于通过加密算法对数据进行加密保护;资源共享模块402用于在不同数据库之间、数据库与用户之间建立共享通道;权限保护模块403用于通过不同准入条件对用户的操作权限进行限定;身份识别模块404用于对用户的身份进行识别认证并根据身份分配权限。In this embodiment, the block application unit 400 includes an information encryption module 401, a resource sharing module 402, an authority protection module 403 and an identity recognition module 404; the signal output end of the information encryption module 401 is connected to the signal input end of the resource sharing module 402, The signal output end of the authority protection module 403 is connected with the signal input end of the identity recognition module 404; the information encryption module 401 is used to encrypt and protect the data through an encryption algorithm; the resource sharing module 402 is used for between different databases, between databases and users. The authority protection module 403 is used to limit the user's operation authority through different access conditions; the identity recognition module 404 is used to identify and authenticate the user's identity and assign authority according to the identity.
其中,资源共享途径包括公有链、私有链和联盟链,所有用户均可进入公有链,私人用户通过私钥可进入私有链,特定用户通过联盟准入可进入联盟链。Among them, resource sharing channels include public chain, private chain and alliance chain. All users can enter the public chain, private users can enter the private chain through private keys, and specific users can enter the alliance chain through alliance access.
其中,身份识别方式包括密码验证、手机验证码验证、人脸识别、指纹识别等。Among them, the identification methods include password verification, mobile phone verification code verification, face recognition, fingerprint recognition, etc.
参阅图6,示出了本实施例所涉及的基于多信息来源的全流程区块链装置结构示意图,该装置包括处理器、存储器和总线。Referring to FIG. 6 , a schematic structural diagram of the multi-information source-based full-process blockchain device involved in this embodiment is shown, and the device includes a processor, a memory, and a bus.
处理器包括一个或一个以上处理核心,处理器通过总线与处理器相连,存储器用于存储程序指令,处理器执行存储器中的程序指令时实现上述的基于多信息来源的全流程区块链系统。The processor includes one or more processing cores, the processor is connected to the processor through a bus, and the memory is used to store program instructions. When the processor executes the program instructions in the memory, the above-mentioned full-process blockchain system based on multiple information sources is implemented.
可选的,存储器可以由任何类型的易失性或非易失性存储设备或者它们的组合实现,如静态随时存取存储器(SRAM),电可擦除可编程只读存储器(EEPROM),可擦除可编程只读存储器(EPROM),可编程只读存储器(PROM),只读存储器(ROM),磁存储器,快闪存储器,磁盘或光盘。Alternatively, the memory can be implemented by any type of volatile or non-volatile storage device or combination thereof, such as static anytime access memory (SRAM), electrically erasable programmable read only memory (EEPROM), Erasing Programmable Read Only Memory (EPROM), Programmable Read Only Memory (PROM), Read Only Memory (ROM), Magnetic Memory, Flash Memory, Magnetic Disk or Optical Disk.
此外,本发明还提供了计算机可读存储介质,计算机可读存储介质存储有计算机程序, 计算机程序被处理器执行时实现上述的基于多信息来源的全流程区块链系统。In addition, the present invention also provides a computer-readable storage medium, where the computer-readable storage medium stores a computer program, and when the computer program is executed by the processor, realizes the above-mentioned full-process blockchain system based on multiple information sources.
可选的,本发明还提供了了包含指令的计算机程序产品,当其在计算机上运行时,使得计算机执行上述各方面基于多信息来源的全流程区块链系统。Optionally, the present invention also provides a computer program product containing instructions, which, when running on a computer, enables the computer to execute the above-mentioned full-process blockchain system based on multiple information sources.
本领域普通技术人员可以理解实现上述实施例的全部或部分步骤可以通过硬件来完成,也可以通过程序来指令相关的硬件完成,程序可以存储与计算机可读存储介质中,上述提到的存储介质可以是只读存储器,磁盘或光盘等。Those of ordinary skill in the art can understand that all or part of the steps of implementing the above-mentioned embodiments can be completed by hardware, and can also be completed by instructing relevant hardware through a program, and the program can be stored in a computer-readable storage medium, the above-mentioned storage medium It can be a read-only memory, a magnetic disk or an optical disk, etc.
以上显示和描述了本发明的基本原理、主要特征和本发明的优点。本行业的技术人员应该了解,本发明不受上述实施例的限制,上述实施例和说明书中描述的仅为本发明的优选例,并不用来限制本发明,在不脱离本发明精神和范围的前提下,本发明还会有各种变化和改进,这些变化和改进都落入要求保护的本发明范围内。本发明要求保护范围由所附的权利要求书及其等效物界定。The foregoing has shown and described the basic principles, main features and advantages of the present invention. Those skilled in the art should understand that the present invention is not limited by the above-mentioned embodiments, and the above-mentioned embodiments and descriptions are only preferred examples of the present invention, and are not intended to limit the present invention, without departing from the spirit and scope of the present invention. Under the premise, the present invention will also have various changes and improvements, and these changes and improvements all fall within the scope of the claimed invention. The claimed scope of the present invention is defined by the appended claims and their equivalents.

Claims (9)

  1. 一种基于多信息来源的全流程区块链系统,其特征在于:其应用流程包括如下步骤:A full-process blockchain system based on multiple information sources, characterized in that: its application process includes the following steps:
    S1、信息采集,通过信息采集装置采集信息,系统采用全量导入方式将数据导入并建立基础数据库;S1, information collection, collect information through the information collection device, the system adopts the full import method to import the data and establish a basic database;
    S2、信息更新,系统通过获取增量变更实现实时数据通病并完成数据库的信息更新;S2, information update, the system realizes the common problem of real-time data by acquiring incremental changes and completes the information update of the database;
    S3、格式统一,将多种来源途径的数据转换为标准格式的数据;S3. The format is unified, and the data from various sources is converted into data in a standard format;
    S4、数据清洗,识别并过滤信息,剔除错误及重复数据;S4. Data cleaning, identifying and filtering information, eliminating errors and duplicate data;
    S5、数据归类,按设定条件和不同属性对数据进行对比、匹配及分类;S5. Data classification, compare, match and classify data according to set conditions and different attributes;
    S6、信息存储,对数据进行无损的压缩打包处理并分别存储;S6, information storage, perform lossless compression and packaging processing on the data and store them separately;
    S7、信息加密,对数据分别进行加密;S7, information encryption, encrypt the data separately;
    S8、用户登录,对用户的身份进行识别,并根据用户登录的准入密钥分配权限。S8, the user logs in, identifies the user's identity, and assigns authority according to the access key of the user's login.
  2. 根据权利要求1所述的基于多信息来源的全流程区块链系统,其特征在于:包括基础管理单元(100)、信息档案单元(200)、数据整合单元(300)和区块应用单元(400);基础管理单元(100)、信息档案单元(200)、数据整合单元(300)与区块应用单元(400)依次通过数字信号通信连接;所述基础管理单元(100)用于通过物理设备采集信息并通过网络通信技术将信息传输到系统内;所述信息档案单元(200)用于录入、更新信息以形成数据库;所述数据整合单元(300)用于对数据进行标准化、清洗及分类操作;所述区块应用单元(400)用于通过区块链技术给用户建立获取信息的通道。其中,数据包括历史数据和实时新增的数据。The full-process blockchain system based on multiple information sources according to claim 1, characterized in that: it comprises a basic management unit (100), an information file unit (200), a data integration unit (300) and a block application unit ( 400); the basic management unit (100), the information file unit (200), the data integration unit (300) and the block application unit (400) are sequentially connected through digital signal communication; the basic management unit (100) is used for The equipment collects information and transmits the information to the system through network communication technology; the information file unit (200) is used for inputting and updating information to form a database; the data integration unit (300) is used for standardizing, cleaning and Classification operation; the block application unit (400) is used to establish a channel for users to obtain information through the block chain technology. Among them, the data includes historical data and real-time new data.
  3. 根据权利要求2所述的基于多信息来源的全流程区块链系统,其特征在于:所述基础管理单元(100)包括物理应用模块(101)、应用接口模块(102)和网络通信模块(103);物理应用模块(101)的信号输出端与应用接口模块(102)的信号输入端连接,应用接口模块(102)的信号输出端与网络通信模块(103)的信号输入端连接;所述物理应用模块(101)用于通过信息采集装置现场获取实时信息;所述应用接口模块(102)用于在系统与信息采集装置之间建立传输通道;所述网络通信模块(103)用于通过多渠道的网络通 信技术实现数据传输。The full-process blockchain system based on multiple information sources according to claim 2, wherein the basic management unit (100) comprises a physical application module (101), an application interface module (102) and a network communication module ( 103); the signal output end of the physical application module (101) is connected with the signal input end of the application interface module (102), and the signal output end of the application interface module (102) is connected with the signal input end of the network communication module (103); The physical application module (101) is used for on-site acquisition of real-time information through an information collection device; the application interface module (102) is used for establishing a transmission channel between the system and the information collection device; the network communication module (103) is used for Data transmission is realized through multi-channel network communication technology.
  4. 根据权利要求2所述的基于多信息来源的全流程区块链系统,其特征在于:所述信息档案单元(200)包括信息采集模块(201)、信息更新模块(202)和信息存储模块(203);信息采集模块(201)的信号输出端与信息更新模块(202)的信号输入端连接,信息更新模块(202)的信号输出端与信息存储模块(203)的信号输入端连接;所述信息采集模块(201)用于将获取到的信息数据导入到系统内;所述信息更新模块(202)用于将实时新增的数据更新到系统内;所述信息存储模块(203)用于将信息数据分别存储到对应的数据库内。The full-process blockchain system based on multiple information sources according to claim 2, wherein the information file unit (200) comprises an information acquisition module (201), an information update module (202) and an information storage module (201). 203); the signal output end of the information acquisition module (201) is connected with the signal input end of the information update module (202), and the signal output end of the information update module (202) is connected with the signal input end of the information storage module (203); The information acquisition module (201) is used to import the acquired information data into the system; the information update module (202) is used to update the real-time new data into the system; the information storage module (203) is used for It is used to store the information data in the corresponding database respectively.
  5. 根据权利要求2所述的基于多信息来源的全流程区块链系统,其特征在于:所述数据整合单元(300)包括格式统一模块(301)、数据清洗模块(302)和数据归类模块(303);格式统一模块(301)的信号输出端与数据清洗模块(302)的信号输入端连接,数据清洗模块(302)的信号输出端与数据归类模块(303)的信号输入端连接;所述格式统一模块(301)用于将信息数据进行标准化转换;所述数据清洗模块(302)用于对数据进行识别对比并剔除其中的错误数据和重复数据;所述数据归类模块(303)用于按设定的条件对数据进行划分归类。The full-process blockchain system based on multiple information sources according to claim 2, wherein the data integration unit (300) comprises a format unification module (301), a data cleaning module (302) and a data classification module (303); the signal output end of the format unification module (301) is connected with the signal input end of the data cleaning module (302), and the signal output end of the data cleaning module (302) is connected with the signal input end of the data classification module (303) The format unification module (301) is used to standardize the information data; the data cleaning module (302) is used to identify and contrast the data and remove the wrong data and duplicate data therein; The data classification module ( 303) is used to divide and classify the data according to the set conditions.
  6. 根据权利要求5所述的基于多信息来源的全流程区块链系统,其特征在于:所述格式统一模块(301)的方法为:The full-process blockchain system based on multiple sources of information according to claim 5, characterized in that: the method of the format unification module (301) is:
    用R set表示语义转换规则集,R set={r 1,r 2,…,r n},其中r i表示某一条规则,i=1,2,…,n,n为规则总数量,r i=(T,D,OT,O,R); Use R set to represent the semantic conversion rule set, R set ={r 1 ,r 2 ,...,r n }, where ri represents a certain rule, i =1,2,...,n, n is the total number of rules, r i = (T,D,OT,O,R);
    T为Type,语义转换问题类型标识;D为Data,语义转换层待处理的数据对象;OT为Operation Type,语义转换层所执行转换操作的触发器类型;O为Operation,语义转换具体操作;R为Reference,规则中操作。T is Type, the semantic conversion problem type identifier; D is Data, the data object to be processed by the semantic conversion layer; OT is Operation Type, the trigger type of the conversion operation performed by the semantic conversion layer; O is Operation, the specific operation of semantic conversion; R For Reference, the operation in the rule.
  7. 根据权利要求5所述的基于多信息来源的全流程区块链系统,其特征在于:所述数据清洗模块(302)采用信息量的熵算法,其计算公式为:The full-process blockchain system based on multiple sources of information according to claim 5, characterized in that: the data cleaning module (302) adopts an entropy algorithm of the amount of information, and its calculation formula is:
    H(x)=-∑P(X i)log 2P(X i); H(x)=-∑P(X i )log 2 P(X i );
    其中,i=1,2,3,...,n,X i表示第i个状态(共n个状态),P(X i)代表出现第i个状态时的概率,H(x)为消除不确定性所需的信息量,单位为比特(bit)。 Among them, i=1,2,3,...,n,X i represents the ith state (n states in total), P(X i ) represents the probability when the ith state occurs, and H(x) is The amount of information required to eliminate uncertainty, in bits.
  8. 根据权利要求5所述的基于多信息来源的全流程区块链系统,其特征在于:所述数据归类模块(303)采用朴素贝叶斯算法,其计算公式为:The full-process blockchain system based on multiple information sources according to claim 5, wherein the data classification module (303) adopts a naive Bayesian algorithm, and its calculation formula is:
    Figure PCTCN2020131116-appb-100001
    Figure PCTCN2020131116-appb-100001
    Figure PCTCN2020131116-appb-100002
    Figure PCTCN2020131116-appb-100002
    其中,X为给定集,P(C i|X)为X属于类C i的后验概率,P(X|C i)为按条件独立的属性归类的概率。 where X is a given set, P(C i |X) is the posterior probability that X belongs to class C i , and P(X|C i ) is the probability that the attributes are classified according to conditional independence.
  9. 根据权利要求2所述的基于多信息来源的全流程区块链系统,其特征在于:所述区块应用单元(400)包括信息加密模块(401)、资源共享模块(402)、权限保护模块(403)和身份识别模块(404);信息加密模块(401)的信号输出端与资源共享模块(402)的信号输入端连接,权限保护模块(403)的信号输出端与身份识别模块(404)的信号输入端连接;所述信息加密模块(401)用于通过加密算法对数据进行加密保护;所述资源共享模块(402)用于在不同数据库之间、数据库与用户之间建立共享通道;所述权限保护模块(403)用于通过不同准入条件对用户的操作权限进行限定;所述身份识别模块(404)用于对用户的身份进行识别认证并根据身份分配权限。The full-process blockchain system based on multiple information sources according to claim 2, wherein the block application unit (400) includes an information encryption module (401), a resource sharing module (402), and an authority protection module (403) and an identity recognition module (404); the signal output end of the information encryption module (401) is connected to the signal input end of the resource sharing module (402), and the signal output end of the authority protection module (403) is connected to the identity recognition module (404) ) signal input terminal connection; the information encryption module (401) is used to encrypt and protect the data through an encryption algorithm; the resource sharing module (402) is used to establish a shared channel between different databases, between databases and users ; The authority protection module (403) is used to limit the operation authority of the user through different access conditions; the identity recognition module (404) is used to identify and authenticate the identity of the user and assign authority according to the identity.
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