CN111144773A - Data auditing method and device - Google Patents

Data auditing method and device Download PDF

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CN111144773A
CN111144773A CN201911389834.5A CN201911389834A CN111144773A CN 111144773 A CN111144773 A CN 111144773A CN 201911389834 A CN201911389834 A CN 201911389834A CN 111144773 A CN111144773 A CN 111144773A
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刘新
秦文礼
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Shenzhen Launch Technology Co Ltd
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Abstract

The application provides a data auditing method and a device, wherein the data auditing method comprises the following steps: determining a first distribution mode between target data to be audited and M auditing accounts according to the average auditing times X of the N data to be audited and the number M of the auditing accounts, wherein the target data to be audited is the jth data to be audited in the multiple data to be audited; determining a second distribution mode corresponding to the j +1 th to-be-examined data according to the first distribution mode and the first arrangement sequence among the N to-be-examined data; and determining the distribution mode corresponding to the N data to be audited according to the first distribution mode and the second distribution mode, so that the data to be audited can be audited fairly and quickly under the condition of processing the data of the mass data audit.

Description

Data auditing method and device
Technical Field
The present application relates to the field of data processing technologies, and in particular, to a data auditing method and apparatus.
Background
Under an edge data acquisition system of the internet, the data standardization of mass data proves that many expert members are required to carry out auditing and authentication. However, when the existing auditing technology audits data, in order to ensure the auditing speed and the reasonability of the data, the data to be audited are generally audited in sequence according to the uploading time of the data to be audited.
However, different auditors have different auditing habits, and the same two pieces of audit data often have unequal authentication passing probabilities after being audited by different auditors, so that unfairness of data audit can be easily caused if the audit data is audited once.
Therefore, how to quickly and fairly audit data to be audited under the condition of processing the data of mass data audit is an urgent problem to be solved.
Disclosure of Invention
In view of the above, the present application is proposed to provide a method and apparatus for data auditing that overcomes or at least partially solves the above problems.
In a first aspect, an embodiment of the present application provides a data auditing method, which may include:
determining a first distribution mode between target data to be audited and M auditing accounts according to the average auditing times X of the N data to be audited and the number M of the auditing accounts, wherein the target data to be audited is the jth data to be audited in the multiple data to be audited;
determining a second distribution mode corresponding to the j +1 th to-be-examined data according to the first distribution mode and the first arrangement sequence among the N to-be-examined data;
and determining an allocation mode corresponding to the N pieces of data to be audited according to the first allocation mode and the second allocation mode, wherein the allocation mode corresponding to the N pieces of data to be audited comprises an allocation mode of allocating the N pieces of data to be audited to the M auditing accounts for auditing, and the allocation mode corresponding to the N pieces of data to be audited enables the number of the data to be audited to be equal and different for each auditing account in the M auditing accounts.
By the method provided by the first aspect, after determining the distribution mode of the jth audit data according to the average audit times X of the N audit data and the number M of the audit accounts, the subsequent distribution mode of j +1, j +2, j. Then, according to the distribution mode, the auditors corresponding to the multiple auditing accounts can simultaneously detect the data to be audited, so that when the method is used for processing and auditing the mass data to be audited, can carry out multiple audit detection on each piece of to-be-audited data, fairly distributes the detection tasks of each auditor, quickly realizes random queue, improves the audit efficiency, meanwhile, the fairness and authority of data auditing are guaranteed, and malicious competition is effectively prevented.
In one possible implementation, the method further includes: determining the first arrangement order among the N pieces of data to be checked; determining a second ranking order among the M audit accounts; the method for determining the first distribution mode between the target data to be audited and the M auditing accounts according to the average auditing times X of the N data to be audited and the number M of the auditing accounts comprises the following steps: determining an initial task allocation queue according to the average auditing times X and the number M of the auditing accounts, wherein the initial task allocation queue is as follows:
Figure BDA0002341659590000021
wherein j is the order of the data to be audited in the first arrangement order, i is the order of the audit account in the second arrangement order,
Figure BDA0002341659590000022
the j-th audit data is used for indicating whether to distribute the j-th audit data to the i-th audit account for audit, wherein X is a positive integer smaller than M; and determining the first distribution mode according to the initial task distribution queue, the first arrangement sequence and the second arrangement sequence.
In one possible implementation, the initial task allocation queue is:
Figure BDA0002341659590000023
wherein i ∈ [1, X ]]When the temperature of the water is higher than the set temperature,
Figure BDA0002341659590000024
i∈(X，M]when the temperature of the water is higher than the set temperature,
Figure BDA0002341659590000025
and the first distribution mode is to distribute the first X data to be audited in the first arrangement sequence to the first X audit accounts in the second arrangement sequence for auditing.
In a possible implementation manner, the determining, according to the first allocation formula and the first arrangement order among the N pending core data, a second allocation manner corresponding to the j +1 th pending core data includes: if the jth task distribution queue S corresponding to the jth data to be examined in the multiple data to be examinedjIn (1), there are
Figure BDA0002341659590000026
And is
Figure BDA0002341659590000027
When Y is equal to a; the j +1 th task allocation queue corresponding to the j +1 th data to be audited in the plurality of data to be audited is:
Figure BDA0002341659590000028
wherein, when i ∈ [ Y, Y + X)),
Figure BDA0002341659590000029
and Sj+1The remainder of (a) except for i e [ Y, Y + X)
Figure BDA00023416595900000210
In one possible implementation manner, the determining the first arrangement order among the N pieces of data to be examined includes: after the N pieces of data to be audited are sequenced according to the acquisition time, sequentially dividing the data to be audited into a plurality of groups of data groups to be audited, wherein each group of data groups to be audited in the plurality of groups of data groups to be audited comprises H pieces of data to be audited, and H is an integral multiple of X which is larger than 0; and randomly sequencing H pieces of to-be-examined data corresponding to the first group of to-be-examined data groups which are sequentially arranged, and determining the first arrangement sequence.
In one possible implementation, the method further includes: and auditing the plurality of audit data through the M audit accounts according to the distribution mode corresponding to the N data to be audited.
In a second aspect, an embodiment of the present application provides a data auditing apparatus, which is characterized by including:
the first determining unit is used for determining a first distribution mode between target data to be audited and M auditing accounts according to the average auditing times X of the N data to be audited and the number M of the auditing accounts, wherein the target data to be audited is the jth data in the multiple data to be audited;
a second determining unit, configured to determine, according to the first allocation formula and the first arrangement order among the N pieces of nuclear data to be examined, a second allocation manner corresponding to the j +1 th piece of nuclear data to be examined;
and the distribution unit is used for determining distribution modes corresponding to the N pieces of data to be audited according to the first distribution mode and the second distribution mode, wherein the distribution modes corresponding to the N pieces of data to be audited include a distribution mode in which the N pieces of data to be audited are distributed to the M auditing accounts for auditing, and the distribution modes corresponding to the N pieces of data to be audited enable the number of the data to be audited, audited by each auditing account in the M auditing accounts, to be equal and different.
In one possible implementation, the apparatus further includes: a first sorting unit, configured to determine the first sorting order among the N pieces of data to be checked; a second sorting unit, configured to determine a second arrangement order among the M audit accounts; the first determining unit is specifically configured to: determining an initial task allocation queue according to the average auditing times X and the number M of the auditing accounts, wherein the initial task allocation queue is as follows:
Figure BDA0002341659590000031
wherein j is the order of the data to be audited in the first arrangement order, i is the order of the audit account in the second arrangement order,
Figure BDA0002341659590000032
the j-th audit data is used for indicating whether to distribute the j-th audit data to the i-th audit account for audit, wherein X is a positive integer smaller than M; and determining the first distribution mode according to the initial task distribution queue, the first arrangement sequence and the second arrangement sequence.
In one possible implementation, the initial task allocation queue is:
Figure BDA0002341659590000033
wherein i ∈ [1, X ]]When the temperature of the water is higher than the set temperature,
Figure BDA0002341659590000034
i∈(X，M]when the temperature of the water is higher than the set temperature,
Figure BDA0002341659590000035
and the first distribution mode is to distribute the first X data to be audited in the first arrangement sequence to the first X audit accounts in the second arrangement sequence for auditing.
In a possible implementation manner, the second determining unit is specifically configured to: if the jth task distribution queue S corresponding to the jth data to be examined in the multiple data to be examinedjIn (1), there are
Figure BDA0002341659590000041
Figure BDA0002341659590000042
And is
Figure BDA0002341659590000043
When Y is equal to a; the j +1 th task allocation queue corresponding to the j +1 th data to be audited in the plurality of data to be audited is:
Figure BDA0002341659590000044
wherein, when i ∈ [ Y, Y + X, sij +1 ═ 1, and the remaining sij +1 in Sj +1 except i ∈ Y, Y + X, is 0.
In a possible implementation manner, the first ordering unit is specifically configured to: after the N pieces of data to be audited are sequenced according to the acquisition time, sequentially dividing the data to be audited into a plurality of groups of data groups to be audited, wherein each group of data groups to be audited in the plurality of groups of data groups to be audited comprises H pieces of data to be audited, and H is an integral multiple of X which is larger than 0; and randomly sequencing H pieces of to-be-examined data corresponding to the first group of to-be-examined data groups which are sequentially arranged, and determining the first arrangement sequence.
In one possible implementation, the apparatus further includes: and the auditing unit is used for auditing the plurality of auditing data through the M auditing accounts according to the distribution modes corresponding to the N data to be audited.
In a third aspect, an embodiment of the present application provides a data auditing apparatus, including a storage component, a processing component and a communication component, where the storage component, the processing component and the communication component are connected to each other, the storage component is used for storing a computer program, and the communication component is used for performing information interaction with an external device; the processing component is configured to invoke the computer program to execute the method according to the first aspect, which is not described herein again
In a fourth aspect, the present application provides a computer-readable storage medium, where a computer program is stored in the computer-readable storage medium, and the computer program is executed by a processor to implement the method of the first aspect.
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In order to more clearly illustrate the technical solutions in the embodiments or the background art of the present application, the drawings required to be used in the embodiments or the background art of the present application will be described below.
FIG. 1 is a schematic diagram of a data auditing system architecture provided by an embodiment of the present application;
FIG. 2 is a schematic diagram of a data auditing method flow provided by an embodiment of the present application;
FIG. 3A is a schematic diagram of another data auditing method flow provided by the present application;
fig. 3B is a schematic diagram of matching pending audit data with auditors corresponding to audit accounts according to an embodiment of the present application;
fig. 3C is a schematic flowchart of matching pending audit data with auditors corresponding to audit accounts according to an embodiment of the present application;
fig. 4 is a schematic structural diagram of a data auditing apparatus according to an embodiment of the present application;
fig. 5 is a schematic structural diagram of another data auditing apparatus according to an embodiment of the present application.
Detailed Description
The embodiments of the present application will be described below with reference to the drawings.
The terms "first," "second," and "third," etc. in the description and claims of this application and in the accompanying drawings are used for distinguishing between different objects and not for describing a particular order. Furthermore, "include" and "have" and any variations thereof, are intended to cover non-exclusive inclusions. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those steps or elements listed, but may alternatively include other steps or elements not listed, or inherent to such process, method, article, or apparatus.
Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the application. The appearances of the phrase in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. It is explicitly and implicitly understood by one skilled in the art that the embodiments described herein can be combined with other embodiments.
As used in this application, the terms "server," "unit," "system," and the like are intended to refer to a computer-related entity, either hardware, firmware, a combination of hardware and software, or software in execution. For example, a server may be, but is not limited to, a processor, a data processing platform, a computing device, a computer, two or more computers, and the like.
First, some terms in the present application are explained so as to be easily understood by those skilled in the art.
(1) The unique identification code can be used for uniquely marking a specific object, so that the identification code is convenient to distinguish. The key can uniquely represent the object and is used for connecting the real physical world with the virtual information world. The management of the corresponding information system is combined, the function of digital city management can be greatly enhanced, the management of data information is better realized, and the event processing is convenient.
Next, a data auditing system architecture based on the embodiments of the present application will be described. Referring to fig. 1, fig. 1 is a schematic diagram of a data auditing system architecture according to an embodiment of the present application, including: a data auditing device 101 and a terminal device 102.
In a first case, the data auditing apparatus 101 may be a server in the cloud, and the server and the local terminal form a system, please refer to fig. 1, where fig. 1 is a schematic diagram of a data auditing system architecture provided in an embodiment of the present application, and as shown in fig. 1, the system architecture may include one or more servers (a plurality of servers may form a server cluster), and one or more terminals (or devices), which includes: a data auditing device 101 and a terminal device 102. The data auditing device 101 may include, but is not limited to, a backend server, a component server, a data processing server, and the like, and when the data auditing device 101 is a server, the server may communicate with a plurality of terminals through the internet, and the server also needs to run a corresponding server-side program to provide services for auditing corresponding data, such as data uploading service, data statistics calculation, decision execution, and the like. For example, the server may determine a first allocation manner between the target to-be-audited data and the M audit accounts according to the average audit times X of the N to-be-audited data and the number M of the audit accounts, where the target to-be-audited data is the jth of the multiple to-be-audited data; determining a second distribution mode corresponding to the j +1 th to-be-examined data according to the first distribution mode and the first arrangement sequence among the N to-be-examined data; and determining an allocation mode corresponding to the N pieces of data to be audited according to the first allocation mode and the second allocation mode, wherein the allocation mode corresponding to the N pieces of data to be audited comprises an allocation mode of allocating the N pieces of data to be audited to the M auditing accounts for auditing, and the allocation mode corresponding to the N pieces of data to be audited enables the number of the data to be audited to be equal and different for each auditing account in the M auditing accounts. Optionally, the server may further include a data auditing module as a main core function, and may further provide a user data uploading function, a data modification and data auditing result storage function, an existing data auditing progress checking function, an online and offline function, and a data auditing result sharing function.
The terminal device 102 may install and run the relevant applications. An application is a program that corresponds to a server and provides local services to a client. Here, the local service may include, but is not limited to: sending the pending data to the server (for example, uploading the pending data), and receiving information sent by the server (for example, the respective auditing results of one or more pending data) and other shared information, and so on. The terminal in this embodiment may include, but is not limited to, any electronic product based on an intelligent operating system, which may perform human-computer interaction with a user through an input device such as a keyboard, a virtual keyboard, a touch pad, a touch screen, and a voice control device, such as a smart phone, a tablet computer, and a personal computer. Smart operating systems include, but are not limited to, any operating system that enriches device functionality by providing various mobile applications to a mobile device, such as: android (Android)TM)、iOSTM、Windows PhoneTMAnd the like.
In case two, the system architecture may be a device, which may be a local terminal, and the terminal may install and run the relevant application. An application is a program that corresponds to a server and provides local services to a client. For example, the terminal may determine a first allocation manner between the target to-be-audited data and the M audit accounts according to the average audit times X of the N to-be-audited data and the number M of audit accounts, where the target is to be auditedMarking the data to be examined as the jth of the multiple data to be examined; determining a second distribution mode corresponding to the j +1 th to-be-examined data according to the first distribution mode and the first arrangement sequence among the N to-be-examined data; and determining the distribution mode corresponding to the N pieces of data to be audited according to the first distribution mode and the second distribution mode, where the distribution mode corresponding to the N pieces of data to be audited may include a distribution mode in which the N pieces of data to be audited are distributed to the M auditing accounts for auditing, and the distribution mode corresponding to the N pieces of data to be audited may enable the number of the data to be audited to be equal and different for each of the M auditing accounts. The terminal in this embodiment may include, but is not limited to, any electronic product based on an intelligent operating system, which may perform human-computer interaction with a user through an input device such as a keyboard, a virtual keyboard, a touch pad, a touch screen, and a voice control device, such as a smart phone, a tablet computer, and a personal computer. The smart operating system includes, but is not limited to, any operating system that enriches device functionality by providing various mobile applications to the mobile device, such as Android (Android)TM)、iOSTM、WindowsPhoneTMAnd the like.
It is further understood that the data auditing system architecture of fig. 1 is only a partial exemplary implementation in the embodiments of the present application, and the data auditing system architecture in the embodiments of the present application includes, but is not limited to, the above data auditing system architecture.
Referring to fig. 2, fig. 2 is a schematic diagram of a data auditing method flow provided by an embodiment of the present application. Applicable to the system of fig. 1 described above, will be described below with reference to fig. 2 from a single side of the data auditing apparatus 101. The method may include the following steps S201 to S203.
Step S201: and determining a first distribution mode between the target data to be audited and the M auditing accounts according to the average auditing times X of the N data to be audited and the number M of the auditing accounts.
Specifically, the data auditing device 101 determines a first allocation manner between target data to be audited and M auditing accounts according to the average auditing number X of N data to be audited and the number M of auditing accounts, where the target data to be audited is the jth of the multiple data to be audited, N, X, M is a positive integer greater than 0, and j is a positive integer greater than 0 and less than N. It can be understood that the average number of audits X of the N pieces of to-be-audited data means that the number of audited times of each piece of to-be-audited data is X, and the audit account can be used for uniquely identifying the identity information of the auditor, and is used for the auditor to audit the to-be-audited data in the audit account. It will also be appreciated that the audit account may be the unique identifier ID of the auditor. It should be noted that the first allocation formula refers to allocating the jth data to be audited (i.e., the target audit data) to X audit accounts among the M audit accounts for auditing. It should be noted that the data to be audited may be user information that needs to be authenticated, application information for prize evaluation and evaluation, data files entered into the system, and so on.
Step S202: and determining a second distribution mode corresponding to the j +1 th to-be-examined data according to the first distribution mode and the first arrangement sequence among the N to-be-examined data.
Specifically, the data auditing device 101 may determine, according to the first allocation formula and the first arrangement order among the N pieces of to-be-examined data, the second allocation manner corresponding to the j +1 th piece of to-be-examined data. It can be understood that the first allocation manner corresponds to the jth data to be audited, and the second allocation manner corresponding to the jth +1 th data to be audited needs to be obtained according to the first allocation manner. It can be understood that, under the condition that the data to be audited are arranged in a certain sequence, the allocation mode of the data to be audited can be determined according to the last allocation mode of the data to be audited.
Optionally, if the jth task allocation queue S corresponding to the jth data to be audited in the multiple pieces of data to be audited is presentjIn (1), there are
Figure BDA0002341659590000081
And is
Figure BDA0002341659590000082
When Y is equal to a; said pluralityThe j +1 th task allocation queue corresponding to the j +1 th data to be audited in the data to be audited is as follows:
Figure BDA0002341659590000083
wherein, when i ∈ [ Y, Y + X)),
Figure BDA0002341659590000084
and Sj+1The remainder of (a) except for i e [ Y, Y + X)
Figure BDA0002341659590000085
Wherein i is a positive integer greater than 0 and less than M, Y is a positive integer greater than 0 and less than i, and a is a positive integer greater than 0 and less than i. It can be understood that the data to be audited appears in the task allocation queue corresponding to the last data to be audited
Figure BDA0002341659590000086
And is
Figure BDA0002341659590000087
When the value of a is used as Y, when i belongs to [ Y, Y + X ] in the task allocation queue of the next data to be audited is determined,
Figure BDA0002341659590000088
step S203: and determining the distribution mode corresponding to the N pieces of to-be-examined nuclear data according to the first distribution mode and the second distribution mode.
Specifically, the data auditing device 101 may determine, according to a first allocation manner and a second allocation manner, an allocation manner corresponding to N pieces of to-be-audited nuclear data, where the allocation manner corresponding to the N pieces of to-be-audited data includes an allocation manner in which the N pieces of to-be-audited nuclear data are allocated to the M auditing accounts for auditing, and the allocation manner corresponding to the N pieces of to-be-audited data makes the number of to-be-audited nuclear data audited by each of the M auditing accounts equal and different. It should be noted that the distribution mode corresponding to the N pieces of data to be audited includes a distribution mode of each piece of data to be audited in the N pieces of data to be audited, and it can be understood that the same piece of data to be audited is equally distributed to different auditing account numbers, so that fairness and rationality of data auditing can be ensured.
By implementing the embodiment of the application, after the distribution mode of the jth data to be audited is determined according to the average audit times X of the N data to be audited and the number M of the audit accounts, the subsequent distribution modes of the jth +1, the jth +2, the.
Referring to fig. 3A, fig. 3A is a schematic diagram of another data auditing method flow provided by the embodiment of the present application. Applicable to the system of fig. 1 described above, will be described below with reference to fig. 3 from a single side of the data auditing apparatus 101. The method may comprise the following steps S301-S306.
Step S301: and determining a first arrangement order among the N pieces of data to be checked.
Specifically, the data auditing apparatus 101 may determine the first arrangement order among the N pieces of data to be audited, for example: random arrangement, random arrangement according to submitted data type information, and the like. The N data to be audited are arranged and then audited, so that a data provider can avoid searching the ordering rule maliciously, the fairness and the authority of data audit are guaranteed, and malicious competition is effectively prevented. It can be understood that, in the embodiment of the present application, when determining target to-be-audited data, one of the N to-be-audited data may be optionally selected, and the first of the first arrangement order may also be selected.
Optionally, after the N pieces of data to be audited are sorted by the acquisition time, the data to be audited are sequentially divided into a plurality of groups of data to be audited, each group of data to be audited in the plurality of groups of data to be audited includes H pieces of data to be audited, where H is an integer multiple of X greater than 0; and randomly sequencing H pieces of to-be-examined data corresponding to the first group of to-be-examined data groups which are sequentially arranged, and determining the first arrangement sequence. It can be understood that, when there are many data to be audited, the data to be audited may be arranged in sequence according to the time of submitting the audit data, and the data to be audited may be extracted in sequence according to every H groups
Step S302: a second rank order between the M audit accounts is determined.
Specifically, the data auditing apparatus 101 may determine a second ranking order between the M audit accounts, such as: and random arrangement, random arrangement according to the field where the audit account corresponds to the audit personnel excellence, and the like. The data auditing device 101 randomly arranges the auditors and then audits the data to be audited, so that a data provider can avoid searching the ordering rule maliciously, the fairness and the authority of data auditing are ensured, and meanwhile, malicious competition is effectively prevented.
Step S303: and determining a first distribution mode between the target data to be audited and the M auditing accounts according to the average auditing times X of the N data to be audited and the number M of the auditing accounts.
Specifically, the data auditing device 101 may determine a first allocation manner between the target data to be audited and the M auditing accounts according to the average auditing number X of the N data to be audited and the number M of auditing accounts.
Optionally, an initial task allocation queue is determined according to the average review number X and the number M of the review accounts, where the initial task allocation queue is:
Figure BDA0002341659590000101
wherein j is the order of the data to be audited in the first arrangement order, i is the order of the audit account in the second arrangement order,
Figure BDA0002341659590000102
for indicating whether to allocate the jth data to be auditedAuditing the ith audit account, wherein X is a positive integer less than M; and determining the first distribution mode according to the initial task distribution queue, the first arrangement sequence and the second arrangement sequence. It can be understood that, optionally, X audit accounts in the M audit accounts may be used to audit target audit data, and then according to the sequence of the X audit accounts in the first arrangement sequence, the X audit accounts may correspond to the X audit accounts
Figure BDA0002341659590000103
If the value of (1) is marked, counting the corresponding of all M auditing accounts
Figure BDA0002341659590000104
Value, make up an initial task allocation queue
Figure BDA0002341659590000105
For example: the initial task allocation queue may be: sj＝1＝[1、0、0、1]。
Optionally, the initial task allocation queue is:
Figure BDA0002341659590000106
wherein i ∈ [1, X ]]When the temperature of the water is higher than the set temperature,
Figure BDA0002341659590000107
i∈(X，M]when the temperature of the water is higher than the set temperature,
Figure BDA0002341659590000108
and the first distribution mode is to distribute the first X data to be audited in the first arrangement sequence to the first X audit accounts in the second arrangement sequence for auditing. It is to be understood that the target data to be reviewed may be the first in the first arrangement order, and may be assigned to the first X review accounts in the second arrangement order for review.
Step S304: and determining a second distribution mode corresponding to the j +1 th to-be-examined data according to the first distribution mode and the first arrangement sequence among the N to-be-examined data.
Step S305: and determining the distribution mode corresponding to the N pieces of to-be-examined nuclear data according to the first distribution mode and the second distribution mode.
Specifically, the related descriptions of step S304 to step S305 may correspond to the related descriptions of step S202 to step S203 in the embodiment provided in fig. 2, and are not repeated herein.
Step S306: and auditing the plurality of audit data through M audit accounts according to the distribution mode corresponding to the N data to be audited.
Specifically, the data auditing device 101 may audit the plurality of audit data through the M audit accounts according to the distribution manner corresponding to the N to-be-audited data. Referring to fig. 3B and fig. 3C, fig. 3B is a schematic diagram of matching between the pending nuclear data and the reviewer corresponding to the review account according to the embodiment of the present application, and fig. 3C is a schematic diagram of a process of matching between the pending nuclear data and the reviewer corresponding to the review account according to the embodiment of the present application. It can be understood that each piece of data to be audited can be audited and rechecked by multiple experts, the misaudit rate is reduced, and the number and probability of audited data of different experts are equal when the different experts audit the data, so that the data authentication of the data can be guaranteed to be fair and effective, and the chances of expert members needing to face mass data tasks are equal, and meanwhile, the efficiency of each piece of data authentication can be guaranteed. Further, it can be understood that each audit expert has a unique corresponding audit account, and the audit account for auditing each to-be-audited audit data can be published.
By implementing the embodiment of the application, after the distribution mode of j to-be-examined data is determined according to the average auditing times X of N to-be-examined data and the number M of auditing accounts, the subsequent distribution modes of j +1, j +2, j. And secondly, multiple detection is carried out on each piece of data, the detection tasks of each auditor are automatically distributed, a random queue is quickly realized, a plurality of pieces of data to be audited and audit accounts can be randomly arranged, the fairness and the authority of data audit are increased, and the confidence of a data provider is increased.
The method of the embodiment of the present application is explained in detail above, and a related data auditing apparatus related to the embodiment of the present application is provided below, where the data auditing apparatus may be a service device that provides various conveniences for a third party to use based on interactive data by quickly acquiring, processing, analyzing, and extracting valuable data. Referring to fig. 4, fig. 4 is a schematic structural diagram of a data auditing apparatus according to an embodiment of the present application. May include a first determining unit 401, a second determining unit 402 and an allocating unit 403, and may further include: a first sorting unit 404, a second sorting unit 405 and an auditing unit 406.
A first determining unit 401, configured to determine a first allocation manner between target data to be audited and M audit accounts according to an average audit frequency X of the N data to be audited and the number M of audit accounts, where the target data to be audited is a jth of the multiple data to be audited;
a second determining unit 402, configured to determine, according to the first allocation formula and the first arrangement order among the N pieces of to-be-examined data, a second allocation manner corresponding to the j +1 th piece of to-be-examined data;
an allocating unit 403, configured to determine, according to the first allocating manner and the second allocating manner, an allocating manner corresponding to the N pieces of data to be audited, where the allocating manner corresponding to the N pieces of data to be audited includes an allocating manner in which the N pieces of data to be audited are allocated to the M auditing accounts for auditing, and the allocating manner corresponding to the N pieces of data to be audited makes the number of pieces of data to be audited, which are audited by each of the M auditing accounts, equal and different.
In one possible implementation, the apparatus further includes: a first ordering unit 404, configured to determine the first ordering order among the N pieces of data to be examined; a second sorting unit 405, configured to determine a second arrangement order among the M audit accounts; the first determining unit 401 is specifically configured to: determining an initial task allocation queue according to the average auditing times X and the number M of the auditing accounts, wherein the initial task allocation queue is as follows:
Figure BDA0002341659590000121
wherein j is the order of the data to be audited in the first arrangement order, i is the order of the audit account in the second arrangement order,
Figure BDA0002341659590000122
the j-th audit data is used for indicating whether to distribute the j-th audit data to the i-th audit account for audit, wherein X is a positive integer smaller than M; and determining the first distribution mode according to the initial task distribution queue, the first arrangement sequence and the second arrangement sequence.
In one possible implementation, the initial task allocation queue is:
Figure BDA0002341659590000123
wherein i ∈ [1, X ]]When the temperature of the water is higher than the set temperature,
Figure BDA0002341659590000124
i∈(X，M]when the temperature of the water is higher than the set temperature,
Figure BDA0002341659590000125
and the first distribution mode is to distribute the first X data to be audited in the first arrangement sequence to the first X first users in the second arrangement sequence for auditing.
In a possible implementation manner, the second determining unit 402 is specifically configured to: if the jth task distribution queue S corresponding to the jth data to be examined in the multiple data to be examinedjIn (1), there are
Figure BDA0002341659590000126
And is
Figure BDA0002341659590000127
When Y is equal to a; the j +1 th task allocation queue corresponding to the j +1 th data to be audited in the plurality of data to be audited is:
Figure BDA0002341659590000128
wherein, when i ∈ [ Y, Y + X)),
Figure BDA0002341659590000129
and Sj+1The remainder of (a) except for i e [ Y, Y + X)
Figure BDA00023416595900001210
In a possible implementation manner, the first ordering unit 404 is specifically configured to: after the N pieces of data to be audited are sequenced according to the acquisition time, sequentially dividing the data to be audited into a plurality of groups of data groups to be audited, wherein each group of data groups to be audited in the plurality of groups of data groups to be audited comprises H pieces of data to be audited, and H is an integral multiple of X which is larger than 0; and randomly sequencing H pieces of to-be-examined data corresponding to the first group of to-be-examined data groups which are sequentially arranged, and determining the first arrangement sequence.
In one possible implementation, the apparatus further includes: and the auditing unit 406 is configured to audit the multiple audit data through the M audit accounts according to the distribution manner corresponding to the N to-be-audited data.
It should be noted that implementation of each operation may also correspond to corresponding description of the method embodiments shown in fig. 2 to fig. 3C, and details are not described here again.
As shown in fig. 5, fig. 5 is a schematic structural diagram of another data auditing apparatus provided in this embodiment of the present application, where the apparatus 20 includes at least one processor 501, at least one memory 502, and at least one communication interface 503. In addition, the device may also include common components such as an antenna, which will not be described in detail herein.
The processor 501 may be a general purpose Central Processing Unit (CPU), a microprocessor, an application-specific integrated circuit (ASIC), or one or more integrated circuits for controlling the execution of programs according to the above schemes.
Communication interface 503 is used for communicating with other devices or communication Networks, such as ethernet, Radio Access Network (RAN), core network, Wireless Local Area Networks (WLAN), etc.
The Memory 502 may be, but is not limited to, a Read-Only Memory (ROM) or other type of static storage device that can store static information and instructions, a Random Access Memory (RAM) or other type of dynamic storage device that can store information and instructions, an electrically erasable Programmable Read-Only Memory (EEPROM), a Compact Disc Read-Only Memory (CD-ROM) or other optical Disc storage, optical Disc storage (including Compact Disc, laser Disc, optical Disc, digital versatile Disc, blu-ray Disc, etc.), magnetic disk storage media or other magnetic storage devices, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer. The memory may be self-contained and coupled to the processor via a bus. The memory may also be integral to the processor.
The memory 502 is used for storing application program codes for executing the above scheme, and is controlled by the processor 501 for execution. The processor 501 is used to execute application program code stored in the memory 502.
The code stored in the memory 502 may perform the data auditing method provided in fig. 2 to 3B, for example, when the apparatus 20 is the data auditing apparatus 101, the data auditing apparatus may determine, according to the average auditing number X of the N pieces of data to be audited and the number M of the auditing accounts, a first allocation manner between the target data to be audited and the M pieces of auditing accounts, where the target data to be audited is the jth piece of the multiple pieces of data to be audited; determining a second distribution mode corresponding to the j +1 th to-be-examined data according to the first distribution mode and the first arrangement sequence among the N to-be-examined data; and determining an allocation mode corresponding to the N pieces of data to be audited according to the first allocation mode and the second allocation mode, wherein the target allocation mode comprises an allocation mode of allocating the N pieces of data to be audited to the M auditing accounts for auditing, and the target allocation mode enables the number of the data to be audited of each auditing account in the M auditing accounts to be equal and different.
It should be noted that, the functions of the functional units in the data auditing apparatus 20 described in the embodiment of the present application may refer to the corresponding descriptions of the method embodiments shown in fig. 2 to fig. 3C, and are not described again here.
In this application, the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiments of the present application.
In addition, functional components in the embodiments of the present application may be integrated into one component, or each component may exist alone physically, or two or more components may be integrated into one component. The integrated components can be realized in a form of hardware or a form of software functional units.
The integrated components, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present application may be substantially or partially implemented in the prior art, or all or part of the technical solution may be embodied in a software product, which is stored in a storage medium and includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method described in the embodiments of the present application. And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
While the invention has been described with reference to specific embodiments, the scope of the invention is not limited thereto, and those skilled in the art can easily conceive various equivalent modifications or substitutions within the technical scope of the invention. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.
It should be understood that, in the various embodiments of the present application, the sequence numbers of the above-mentioned processes do not mean the execution sequence, and the execution sequence of each process should be determined by its function and inherent logic, and should not constitute any limitation to the implementation process of the embodiments of the present application. While the present application has been described herein in conjunction with various embodiments, other variations to the disclosed embodiments may be understood and effected by those skilled in the art in practicing the present application as claimed herein.

Claims (10)

1. A data auditing method is characterized by comprising the following steps:
determining a first distribution mode between target data to be audited and M auditing accounts according to the average auditing times X of the N data to be audited and the number M of the auditing accounts, wherein the target data to be audited is the jth data to be audited in the multiple data to be audited;
determining a second distribution mode corresponding to the j +1 th to-be-examined data according to the first distribution mode and the first arrangement sequence among the N to-be-examined data;
and determining an allocation mode corresponding to the N pieces of data to be audited according to the first allocation mode and the second allocation mode, wherein the allocation mode corresponding to the N pieces of data to be audited comprises an allocation mode of allocating the N pieces of data to be audited to the M auditing accounts for auditing, and the allocation mode corresponding to the N pieces of data to be audited enables the number of the data to be audited to be equal and different for each auditing account in the M auditing accounts.
2. The method of claim 1, further comprising:
determining the first arrangement order among the N pieces of data to be checked;
determining a second ranking order among the M audit accounts;
the method for determining the first distribution mode between the target data to be audited and the M auditing accounts according to the average auditing times X of the N data to be audited and the number M of the auditing accounts comprises the following steps:
determining an initial task allocation queue according to the average auditing times X and the number M of the auditing accounts, wherein the initial task allocation queue is as follows:
Figure FDA0002341659580000011
wherein j is the order of the data to be audited in the first arrangement order, i is the order of the audit account in the second arrangement order,
Figure FDA0002341659580000012
the j-th audit data is used for indicating whether to distribute the j-th audit data to the i-th audit account for audit, wherein X is a positive integer smaller than M;
and determining the first distribution mode according to the initial task distribution queue, the first arrangement sequence and the second arrangement sequence.
3. The method of claim 2, wherein the initial task allocation queue is:
Figure FDA0002341659580000013
wherein i ∈ [1, X ]]When the temperature of the water is higher than the set temperature,
Figure FDA0002341659580000014
i∈(X，M]when the temperature of the water is higher than the set temperature,
Figure FDA0002341659580000015
and the first distribution mode is to distribute the first X data to be audited in the first arrangement sequence to the first X audit accounts in the second arrangement sequence for auditing.
4. The method according to claim 2, wherein the determining, according to the first distribution formula and the first arrangement order among the N pieces of nuclear data to be examined, the second distribution manner corresponding to the j +1 th piece of nuclear data to be examined includes:
if the jth task distribution queue S corresponding to the jth data to be examined in the multiple data to be examinedjIn (1), there are
Figure FDA0002341659580000021
And is
Figure FDA0002341659580000022
When Y is equal to a;
the j +1 th task allocation queue corresponding to the j +1 th data to be audited in the plurality of data to be audited is:
Figure FDA0002341659580000023
wherein, when i ∈ [ Y, Y + X)),
Figure FDA0002341659580000024
and Sj+1The remainder of (a) except for i e [ Y, Y + X)
Figure FDA0002341659580000025
5. The method of claim 2, wherein the determining the first order of arrangement between the N pieces of data to be reviewed comprises:
after the N pieces of data to be audited are sequenced according to the acquisition time, sequentially dividing the data to be audited into a plurality of groups of data groups to be audited, wherein each group of data groups to be audited in the plurality of groups of data groups to be audited comprises H pieces of data to be audited, and H is an integral multiple of X which is larger than 0;
and randomly sequencing H pieces of to-be-examined data corresponding to the first group of to-be-examined data groups which are sequentially arranged, and determining the first arrangement sequence.
6. The method of claim 2, further comprising:
and auditing the plurality of audit data through the M audit accounts according to the distribution mode corresponding to the N data to be audited.
7. A data auditing apparatus, comprising:
the first determining unit is used for determining a first distribution mode between target data to be audited and M auditing accounts according to the average auditing times X of the N data to be audited and the number M of the auditing accounts, wherein the target data to be audited is the jth data in the multiple data to be audited;
a second determining unit, configured to determine, according to the first allocation formula and the first arrangement order among the N pieces of nuclear data to be examined, a second allocation manner corresponding to the j +1 th piece of nuclear data to be examined;
and the distribution unit is used for determining distribution modes corresponding to the N pieces of data to be audited according to the first distribution mode and the second distribution mode, wherein the distribution modes corresponding to the N pieces of data to be audited include a distribution mode in which the N pieces of data to be audited are distributed to the M auditing accounts for auditing, and the distribution modes corresponding to the N pieces of data to be audited enable the number of the data to be audited, audited by each auditing account in the M auditing accounts, to be equal and different.
8. The apparatus of claim 7, further comprising:
a first sorting unit, configured to determine the first sorting order among the N pieces of data to be checked;
a second sorting unit, configured to determine a second arrangement order among the M audit accounts;
the first determining unit is specifically configured to:
determining an initial task allocation queue according to the average auditing times X and the number M of the auditing accounts, wherein the initial task allocation queue is as follows:
Figure FDA0002341659580000031
wherein j is the order of the data to be audited in the first arrangement order, i is the order of the audit account in the second arrangement order,
Figure FDA0002341659580000032
the j-th audit data is used for indicating whether to distribute the j-th audit data to the i-th audit account for audit, wherein X is a positive integer smaller than M;
and determining the first distribution mode according to the initial task distribution queue, the first arrangement sequence and the second arrangement sequence.
9. A data auditing device is characterized by comprising a processing component, a storage component and a communication module component, wherein the processing component, the storage component and the communication module component are connected with each other, the storage component is used for storing a computer program, and the communication component is used for carrying out information interaction with external equipment; the processing component is configured for invoking a computer program for performing the method according to any of claims 1-6.
10. A computer-readable storage medium, characterized in that the computer-readable storage medium stores a computer program which is executed by a processor to implement the method of any one of claims 1-6.
CN201911389834.5A 2019-12-27 2019-12-27 Data auditing method and device Pending CN111144773A (en)

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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3495953A1 (en) * 2017-12-11 2019-06-12 Afiniti Europe Technologies Limited Techniques for behavioral pairing in a task assignment system
CN110458407A (en) * 2019-07-12 2019-11-15 平安普惠企业管理有限公司 A kind of method for allocating tasks, device and computer readable storage medium
CN110533386A (en) * 2019-08-21 2019-12-03 深圳点猫科技有限公司 Distribute works to the method and device of judging panel

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3495953A1 (en) * 2017-12-11 2019-06-12 Afiniti Europe Technologies Limited Techniques for behavioral pairing in a task assignment system
CN110458407A (en) * 2019-07-12 2019-11-15 平安普惠企业管理有限公司 A kind of method for allocating tasks, device and computer readable storage medium
CN110533386A (en) * 2019-08-21 2019-12-03 深圳点猫科技有限公司 Distribute works to the method and device of judging panel

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
马瑞民 等: "《FORTRAN 90程序设计》", 30 April 1998, 哈尔滨工程大学出版社 *

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Application publication date: 20200512