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CN116703141A - Audit data processing method, audit data processing device, computer equipment and storage medium - Google Patents

Audit data processing method, audit data processing device, computer equipment and storage medium Download PDF

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CN116703141A
CN116703141A CN202310595993.0A CN202310595993A CN116703141A CN 116703141 A CN116703141 A CN 116703141A CN 202310595993 A CN202310595993 A CN 202310595993A CN 116703141 A CN116703141 A CN 116703141A
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audit
information
risk
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project
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王伟
吴榕青
陈卉楠
郭祝平
冯瑞瑜
陈威
刘映红
刘勇
曾明
肖丁泽
郑翼
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Shenzhen Power Supply Bureau Co Ltd
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    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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Abstract

The application relates to an audit data processing method, an audit data processing device and computer equipment. The method comprises the following steps: obtaining audit project information; determining a target risk type associated with the audit item information according to the association relation between the item type and the risk type stored in a preset risk information database based on the item type corresponding to the audit item information, and searching target audit flow information corresponding to the target risk type from the preset risk information database; searching a target audit object set corresponding to the target risk type from a preset audit object database, and determining a project audit object from the target audit object set according to audit project information; determining object audit flow information in target audit flow information based on audit object types corresponding to project audit objects; and sending the project audit objects and the corresponding object audit flow information to a user terminal for display. By adopting the method, the generation efficiency of the audit process can be improved.

Description

审计数据处理方法、装置、计算机设备和存储介质Audit data processing method, device, computer equipment and storage medium

技术领域technical field

本申请涉及计算机技术领域,特别是涉及一种审计数据处理方法、装置、计算机设备、存储介质和计算机程序产品。The present application relates to the field of computer technology, in particular to an audit data processing method, device, computer equipment, storage medium and computer program product.

背景技术Background technique

当前,在审计行业内,审计项目的开展,普遍通过事先制定审计工作方案等方法来定义审计工作的流程,并且只能执行重复处理的工作,比如单据收发等工作,不能通过分析审计数据而形成对应的审计流程,从而导致审计流程生成效率低的问题。At present, in the audit industry, the development of audit projects generally defines the audit work process by formulating audit work plans in advance, and can only perform repetitive tasks, such as receipt and receipt of documents, and cannot be formed by analyzing audit data. The corresponding audit process leads to the problem of low efficiency of audit process generation.

发明内容Contents of the invention

基于此,有必要针对上述技术问题,提供一种能够提高审计工作流程生成效率的审计数据处理方法、装置、计算机设备、计算机可读存储介质和计算机程序产品。Based on this, it is necessary to provide an audit data processing method, device, computer equipment, computer-readable storage medium and computer program product that can improve the efficiency of audit workflow generation in view of the above technical problems.

第一方面,本申请提供了一种审计数据处理方法。所述方法包括:In a first aspect, the present application provides a method for processing audit data. The methods include:

获取审计项目信息;Obtain audit project information;

基于审计项目信息对应的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定审计项目信息关联的目标风险类型,并从预设风险信息数据库中查找目标风险类型对应的目标审计流程信息;Based on the item type corresponding to the audit item information, determine the target risk type associated with the audit item information according to the relationship between the item type and the risk type stored in the preset risk information database, and find the corresponding target risk type from the preset risk information database. target audit process information;

从预设审计对象数据库中查找目标风险类型对应的目标审计对象集,按照审计项目信息从目标审计对象集中确定项目审计对象;Find the target audit object set corresponding to the target risk type from the default audit object database, and determine the project audit object from the target audit object set according to the audit project information;

基于项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息;Determine the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object;

将项目审计对象和对应的对象审计流程信息发送至用户终端显示。Send the project audit object and the corresponding object audit process information to the user terminal for display.

第二方面,本申请还提供了一种审计数据处理装置。所述装置包括:In a second aspect, the present application also provides an audit data processing device. The devices include:

获取模块,用于获取审计项目信息;The acquisition module is used to acquire audit project information;

风险库模块,用于基于审计项目信息对应的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定审计项目信息关联的目标风险类型,并从预设风险信息数据库中查找目标风险类型对应的目标审计流程信息;The risk library module is used to determine the target risk type associated with the audit item information based on the item type corresponding to the audit item information according to the association relationship between the item type and the risk type stored in the preset risk information database, and select the target risk type from the preset risk information database. Find the target audit process information corresponding to the target risk type;

对象库模块,用于从预设审计对象数据库中查找目标风险类型对应的目标审计对象集,按照审计项目信息从目标审计对象集中确定项目审计对象;The object library module is used to search the target audit object set corresponding to the target risk type from the default audit object database, and determine the project audit object from the target audit object set according to the audit project information;

流程确定模块,用于基于项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息;A process determination module, configured to determine the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object;

发送模块,用于将项目审计对象和对应的对象审计流程信息发送至用户终端显示。The sending module is used to send the project audit object and the corresponding object audit process information to the user terminal for display.

第三方面,本申请还提供了一种计算机设备。所述计算机设备包括存储器和处理器,所述存储器存储有计算机程序,所述处理器执行所述计算机程序时实现以下步骤:In a third aspect, the present application also provides a computer device. The computer device includes a memory and a processor, the memory stores a computer program, and the processor implements the following steps when executing the computer program:

获取审计项目信息;Obtain audit project information;

基于审计项目信息对应的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定审计项目信息关联的目标风险类型,并从预设风险信息数据库中查找目标风险类型对应的目标审计流程信息;Based on the item type corresponding to the audit item information, determine the target risk type associated with the audit item information according to the relationship between the item type and the risk type stored in the preset risk information database, and find the corresponding target risk type from the preset risk information database. target audit process information;

从预设审计对象数据库中查找目标风险类型对应的目标审计对象集,按照审计项目信息从目标审计对象集中确定项目审计对象;Find the target audit object set corresponding to the target risk type from the default audit object database, and determine the project audit object from the target audit object set according to the audit project information;

基于项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息;Determine the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object;

将项目审计对象和对应的对象审计流程信息发送至用户终端显示。Send the project audit object and the corresponding object audit process information to the user terminal for display.

第四方面,本申请还提供了一种计算机可读存储介质。所述计算机可读存储介质,其上存储有计算机程序,所述计算机程序被处理器执行时实现以下步骤:In a fourth aspect, the present application also provides a computer-readable storage medium. The computer-readable storage medium has a computer program stored thereon, and when the computer program is executed by a processor, the following steps are implemented:

获取审计项目信息;Obtain audit project information;

基于审计项目信息对应的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定审计项目信息关联的目标风险类型,并从预设风险信息数据库中查找目标风险类型对应的目标审计流程信息;Based on the item type corresponding to the audit item information, determine the target risk type associated with the audit item information according to the relationship between the item type and the risk type stored in the preset risk information database, and find the corresponding target risk type from the preset risk information database. target audit process information;

从预设审计对象数据库中查找目标风险类型对应的目标审计对象集,按照审计项目信息从目标审计对象集中确定项目审计对象;Find the target audit object set corresponding to the target risk type from the default audit object database, and determine the project audit object from the target audit object set according to the audit project information;

基于项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息;Determine the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object;

将项目审计对象和对应的对象审计流程信息发送至用户终端显示。Send the project audit object and the corresponding object audit process information to the user terminal for display.

第五方面,本申请还提供了一种计算机程序产品。所述计算机程序产品,包括计算机程序,该计算机程序被处理器执行时实现以下步骤:In a fifth aspect, the present application also provides a computer program product. The computer program product includes a computer program, and when the computer program is executed by a processor, the following steps are implemented:

获取审计项目信息;Obtain audit project information;

基于审计项目信息对应的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定审计项目信息关联的目标风险类型,并从预设风险信息数据库中查找目标风险类型对应的目标审计流程信息;Based on the item type corresponding to the audit item information, determine the target risk type associated with the audit item information according to the relationship between the item type and the risk type stored in the preset risk information database, and find the corresponding target risk type from the preset risk information database. target audit process information;

从预设审计对象数据库中查找目标风险类型对应的目标审计对象集,按照审计项目信息从目标审计对象集中确定项目审计对象;Find the target audit object set corresponding to the target risk type from the default audit object database, and determine the project audit object from the target audit object set according to the audit project information;

基于项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息;Determine the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object;

将项目审计对象和对应的对象审计流程信息发送至用户终端显示。Send the project audit object and the corresponding object audit process information to the user terminal for display.

上述审计数据处理方法、装置、计算机设备、存储介质和计算机程序产品,通过根据审计项目信息的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定目标风险类型,然后查找目标风险类型对应的目标审计流程信息,提高了目标风险类型对应的审计流程信息的获取效率。然后根据目标风险类型从预设审计对象数据库中查找对应的项目审计对象,能够快速确定目标风险类型对应的项目审计对象,并根据项目审计对象的审计对象类型在目标审计流程信息中确定对象流程信息,提高了项目审计对象对应的对象流程信息的获取效率,并将项目审计对象和对应的对象审计流程信息发送至用户终端显示,从而提高了审计工作流程生成效率。The above-mentioned audit data processing method, device, computer equipment, storage medium and computer program product determine the target risk type according to the item type of the audit item information and according to the association relationship between the item type and the risk type stored in the preset risk information database, and then Searching for the target audit process information corresponding to the target risk type improves the acquisition efficiency of the audit process information corresponding to the target risk type. Then search the corresponding project audit object from the default audit object database according to the target risk type, quickly determine the project audit object corresponding to the target risk type, and determine the object process information in the target audit process information according to the audit object type of the project audit object The acquisition efficiency of the object process information corresponding to the project audit object is improved, and the project audit object and the corresponding object audit process information are sent to the user terminal for display, thereby improving the generation efficiency of the audit workflow.

附图说明Description of drawings

图1为一个实施例中审计数据处理方法的应用环境图;Fig. 1 is the application environment diagram of audit data processing method in an embodiment;

图2为一个实施例中审计数据处理方法的流程示意图;Fig. 2 is a schematic flow chart of an audit data processing method in an embodiment;

图3为一个实施例中风险匹配的示意图;Fig. 3 is a schematic diagram of risk matching in an embodiment;

图4为一个实施例中审计工作的流程示意图;Fig. 4 is a schematic flow chart of audit work in an embodiment;

图5为一个实施例中现场审计工作流程图;Fig. 5 is an on-site audit workflow flowchart in one embodiment;

图6为一个实施例中审计数据处理装置的结构框图;Fig. 6 is a structural block diagram of an audit data processing device in an embodiment;

图7为一个实施例中计算机设备的内部结构图;Figure 7 is an internal structural diagram of a computer device in an embodiment;

图8为另一个实施例中计算机设备的内部结构图。Fig. 8 is an internal structure diagram of a computer device in another embodiment.

具体实施方式Detailed ways

为了使本申请的目的、技术方案及优点更加清楚明白,以下结合附图及实施例,对本申请进行进一步详细说明。应当理解,此处描述的具体实施例仅仅用以解释本申请,并不用于限定本申请。In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

本申请实施例提供的审计数据处理方法,可以应用于如图1所示的应用环境中。其中,终端102通过网络与服务器104进行通信。数据存储系统可以存储服务器104需要处理的数据。数据存储系统可以集成在服务器104上,也可以放在云上或其他网络服务器上。服务器104可以通过终端102获取审计项目信息;服务器104基于审计项目信息对应的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定审计项目信息关联的目标风险类型,并从预设风险信息数据库中查找目标风险类型对应的目标审计流程信息;服务器104从预设审计对象数据库中查找目标风险类型对应的目标审计对象集,按照审计项目信息从目标审计对象集中确定项目审计对象;服务器104基于项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息;服务器104将项目审计对象和对应的对象审计流程信息发送至用户终端显示。其中,终端102可以但不限于是各种个人计算机、笔记本电脑、智能手机、平板电脑、物联网设备和便携式可穿戴设备,物联网设备可为智能音箱、智能电视、智能空调、智能车载设备等。便携式可穿戴设备可为智能手表、智能手环、头戴设备等。服务器104可以用独立的服务器或者是多个服务器组成的服务器集群来实现。The audit data processing method provided in the embodiment of the present application can be applied to the application environment shown in FIG. 1 . Wherein, the terminal 102 communicates with the server 104 through the network. The data storage system can store data that needs to be processed by the server 104 . The data storage system can be integrated on the server 104, or placed on the cloud or other network servers. The server 104 can obtain the audit project information through the terminal 102; the server 104 determines the target risk type associated with the audit project information according to the relationship between the project type and the risk type stored in the preset risk information database based on the project type corresponding to the audit project information, and Find the target audit process information corresponding to the target risk type from the default risk information database; the server 104 searches the target audit target set corresponding to the target risk type from the default audit target database, and determines the project audit from the target audit target set according to the audit project information Object: The server 104 determines the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object; the server 104 sends the project audit object and the corresponding object audit process information to the user terminal for display. Among them, the terminal 102 can be, but not limited to, various personal computers, notebook computers, smart phones, tablet computers, Internet of Things devices and portable wearable devices, and the Internet of Things devices can be smart speakers, smart TVs, smart air conditioners, smart vehicle-mounted devices, etc. . Portable wearable devices can be smart watches, smart bracelets, head-mounted devices, and the like. The server 104 can be implemented by an independent server or a server cluster composed of multiple servers.

在一个实施例中,如图2所示,提供了一种审计数据处理方法,以该方法应用于图1中的服务器为例进行说明,可以理解的是,该方法也可以应用于终端,还可以应用于包括终端和服务器的系统,并通过终端和服务器的交互实现。本实施例中,该方法包括以下步骤:In one embodiment, as shown in FIG. 2, a method for processing audit data is provided. The method is applied to the server in FIG. It can be applied to a system including a terminal and a server, and is realized through interaction between the terminal and the server. In this embodiment, the method includes the following steps:

步骤202,获取审计项目信息。Step 202, acquire audit item information.

步骤204,基于审计项目信息对应的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定审计项目信息关联的目标风险类型,并从预设风险信息数据库中查找目标风险类型对应的目标审计流程信息。Step 204, based on the item type corresponding to the audit item information, determine the target risk type associated with the audit item information according to the relationship between the item type and the risk type stored in the preset risk information database, and search for the target risk from the preset risk information database The target audit process information corresponding to the type.

其中,审计项目信息是指需要进行审计的项目的信息。预设风险信息数据库是指预先设置的用于存储风险项目和对应的审计流程信息的数据库。目标审计流程信息是指用于指示审计人员进行审计工作的流程信息。Wherein, the audit item information refers to information about items that need to be audited. The preset risk information database refers to a preset database for storing risk items and corresponding audit process information. The target audit process information refers to process information used to instruct auditors to perform audit work.

具体地,服务器可以通过用户终端获取审计项目信息,服务器根据审计项目信息中的项目标识确定对应的项目类型。服务器按照风险信息数据库中存储的项目类型和风险类型的关联关系确定审计项目信息关联的目标风险类型。预设风险信息数据库中还存储有风险类型和审计流程信息的关联关系,服务器从预设风险信息数据库中存储的风险类型和审计流程信息的关联关系查找目标风险类型关联的目标审计流程信息,目标审计流程信息可以是一个也可以是多个。Specifically, the server may obtain the audit item information through the user terminal, and the server determines the corresponding item type according to the item identification in the audit item information. The server determines the target risk type associated with the audit item information according to the association relationship between the item type and the risk type stored in the risk information database. The default risk information database also stores the relationship between the risk type and the audit process information, and the server searches for the target audit process information associated with the target risk type from the relationship between the risk type and the audit process information stored in the default risk information database, and the target Audit process information can be one or more.

步骤206,从预设审计对象数据库中查找目标风险类型对应的目标审计对象集,按照审计项目信息从目标审计对象集中确定项目审计对象。Step 206, searching the target audit object set corresponding to the target risk type from the preset audit object database, and determining the project audit object from the target audit object set according to the audit item information.

其中,预设审计对象数据库是指预先设置的用于存储风险类型和对应的审计对象集的数据库。审计对象是指审计人员进行审计工作的目标对象,可以是指特定数据来源和特定数据类型的项目数据。项目审计对象是指审计项目信息对应的审计对象,可以是项目图像数据、项目文本数据和项目音频数据等。Wherein, the preset audit object database refers to a preset database for storing risk types and corresponding audit object sets. The audit object refers to the target object of auditors' audit work, which may refer to project data of a specific data source and a specific data type. The item audit object refers to the audit object corresponding to the audit item information, which may be item image data, item text data, and item audio data.

具体地,服务器根据目标风险类型在预设审计对象数据库中查找对应的目标审计对象集,包括各个审计项目信息对应的审计对象。然后服务器根据审计项目信息在目标审计对象集中确定项目审计对象。Specifically, the server searches the preset audit object database for the corresponding target audit object set according to the target risk type, including the audit objects corresponding to each audit item information. Then the server determines the project audit object in the target audit object set according to the audit project information.

在一个实施例中,审计项目信息可以是对一个审计单位进行审计的项目信息,也可以是对多个审计单位进行审计的项目信息,审计单位表示需要被进行审计的单位,一般是企业单位等。审计项目信息包括审计单位对应的单位标识和项目标识。服务器可以根据单位标识和项目标识在目标审计对象集中确定项目审计对象,项目审计对象可以表征某个审计单位的某个项目标识对应的项目数据。项目数据一般是业务数据,比如单据,也可以是业务图像数据、业务文本数据和业务音频数据等。不同的审计单位的项目标识对应的项目数据不同。In one embodiment, the audit project information can be the project information for auditing one audit unit, or the project information for auditing multiple audit units. The audit unit indicates the unit that needs to be audited, generally an enterprise unit, etc. . The audit project information includes the unit ID and project ID corresponding to the audit unit. The server may determine the project audit object in the target audit object set according to the unit identifier and the project identifier, and the project audit object may represent project data corresponding to a certain project identifier of a certain audit unit. Project data is generally business data, such as receipts, and can also be business image data, business text data, and business audio data. The item data corresponding to the item identifiers of different audit units are different.

步骤208,基于项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息。Step 208: Determine the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object.

其中,对象审计流程信息是指项目审计对象对应的审计流程信息。Wherein, the object audit process information refers to the audit process information corresponding to the project audit object.

具体地,目标审计流程信息包括各个审计对象类型对应的审计流程信息,服务器根据项目审计对象的审计对象类型在目标审计流程信息中确定项目审计对象对应的对象审计流程信息,比如,项目审计对象为单位A的项目1的业务音频数据时,根据音频数据对象类型确定单位A的项目1的对象审计流程信息。Specifically, the target audit process information includes audit process information corresponding to each audit object type, and the server determines the object audit process information corresponding to the project audit object in the target audit process information according to the audit object type of the project audit object. For example, the project audit object is For business audio data of item 1 of unit A, determine the object audit process information of item 1 of unit A according to the audio data object type.

当服务器根据风险类型和审计流程信息的关联关系查找到目标风险类型关联的至少一个目标审计流程信息时,服务器可以在至少一个目标审计流程信息中随机选择一个目标审计流程信息。服务器也可以获取各个目标审计流程信息的调用频率,将调用频率最高的目标审计流程信息作为目标风险类型对应的目标审计流程信息。然后服务器根据项目审计对象的审计对象类型在目标审计流程信息中确定对应的对象审计流程信息。When the server finds at least one target audit process information associated with the target risk type according to the relationship between the risk type and the audit process information, the server may randomly select one target audit process information from the at least one target audit process information. The server may also acquire the calling frequency of each target audit process information, and use the target audit process information with the highest calling frequency as the target audit process information corresponding to the target risk type. Then the server determines the corresponding object audit process information in the target audit process information according to the audit object type of the project audit object.

步骤210,将项目审计对象和对应的对象审计流程信息发送至用户终端显示。Step 210, sending the project audit object and the corresponding object audit process information to the user terminal for display.

具体地,服务器将项目审计对象和对应的对象审计流程信息发送至用户终端显示,以使用户通过用户终端确定项目审计对象,并按照项目审计对象对应的对象审计流程信息进行审计工作。Specifically, the server sends the project audit object and the corresponding object audit process information to the user terminal for display, so that the user can determine the project audit object through the user terminal, and perform audit work according to the object audit process information corresponding to the project audit object.

上述审计数据处理方法中,通过根据审计项目信息的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定目标风险类型,然后查找目标风险类型对应的目标审计流程信息,提高了目标风险类型对应的审计流程信息的获取效率。然后根据目标风险类型从预设审计对象数据库中查找对应的项目审计对象,能够快速确定目标风险类型对应的项目审计对象,并根据项目审计对象的审计对象类型在目标审计流程信息中确定对象流程信息,提高了项目审计对象对应的对象流程信息的获取效率,并将项目审计对象和对应的对象审计流程信息发送至用户终端显示,从而提高了审计工作流程生成效率。In the above audit data processing method, the target risk type is determined according to the item type of the audit item information according to the association relationship between the item type and the risk type stored in the preset risk information database, and then the target audit process information corresponding to the target risk type is searched, The acquisition efficiency of the audit process information corresponding to the target risk type is improved. Then search the corresponding project audit object from the default audit object database according to the target risk type, quickly determine the project audit object corresponding to the target risk type, and determine the object process information in the target audit process information according to the audit object type of the project audit object The acquisition efficiency of the object process information corresponding to the project audit object is improved, and the project audit object and the corresponding object audit process information are sent to the user terminal for display, thereby improving the generation efficiency of the audit workflow.

在一个实施例中,步骤204,基于审计项目信息对应的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定审计项目信息关联的目标风险类型,包括:In one embodiment, step 204, based on the project type corresponding to the audit project information, determines the target risk type associated with the audit project information according to the relationship between the project type and the risk type stored in the preset risk information database, including:

基于审计项目信息对应的项目类型在预设风险信息数据库中匹配目标风险类型集;Match the target risk type set in the preset risk information database based on the item type corresponding to the audit item information;

基于审计项目信息在目标风险类型集中确定审计项目信息对应的目标风险类型。The target risk type corresponding to the audit item information is determined in the target risk type set based on the audit item information.

具体地,服务器根据审计项目信息中的项目标识确定审计项目信息对应的项目类型,根据项目类型在预设风险信息数据库中匹配目标风险类型集,表征该项目类型可能属于目标风险类型集中的某个目标风险类型。然后服务器根据审计项目信息中的项目标识和单位标识在目标风险类型集中确定对应的目标风险类型。Specifically, the server determines the project type corresponding to the audit project information according to the project identification in the audit project information, matches the target risk type set in the preset risk information database according to the project type, and indicates that the project type may belong to one of the target risk type set Target risk type. Then the server determines the corresponding target risk type in the target risk type set according to the project identifier and unit identifier in the audit project information.

在一个具体实施例中,如图3所示,提供一种风险匹配的示意图。预设风险信息数据库中可以预先设置风险模板,服务器根据审计项目信息中的项目标识和单位标识在风险模板中匹配对应的目标风险类型,并根据风险类型和审计流程信息的关联关系查找目标风险类型对应的目标审计流向信息,目标审计流程信息可以是一个也可以多个,如图中风险类型1同时关联审计流程信息1和审计流程信息2。In a specific embodiment, as shown in FIG. 3 , a schematic diagram of risk matching is provided. Risk templates can be preset in the default risk information database, and the server matches the corresponding target risk type in the risk template according to the project ID and unit ID in the audit project information, and searches for the target risk type according to the relationship between the risk type and the audit process information For the corresponding target audit flow information, there can be one or more target audit process information, as shown in the figure, risk type 1 is associated with audit process information 1 and audit process information 2 at the same time.

本实施例中,通过使用预设风险信息数据库,能够快速确定审计项目信息关联的目标风险类型,进而快速确定目标风险类型对应的目标审计流程信息,提高了审计流程的生成效率。In this embodiment, by using the preset risk information database, the target risk type associated with the audit item information can be quickly determined, and then the target audit process information corresponding to the target risk type can be quickly determined, thereby improving the generation efficiency of the audit process.

在一个实施例中,步骤208,基于项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息,包括:In one embodiment, step 208, based on the audit object type corresponding to the project audit object, determines the object audit process information in the target audit process information, including:

当项目审计对象的数据类型为目标数据类型时,基于项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息;When the data type of the project audit object is the target data type, determine the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object;

当项目审计对象的数据类型为非目标数据类型时,基于目标数据类型将项目审计对象进行数据转换,得到目标项目审计对象;When the data type of the project audit object is a non-target data type, perform data conversion on the project audit object based on the target data type to obtain the target project audit object;

基于目标项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息。The object audit process information is determined in the target audit process information based on the audit object type corresponding to the target project audit object.

其中,目标数据类型是指预先设置的可以直接进行审计流程信息匹配的数据类型。Wherein, the target data type refers to a pre-set data type that can be directly matched with audit process information.

具体地,服务器检测到项目审计对象的数据类型为目标数据类型时,目标数据类型可以是结构化数据类型,服务器根据项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息。服务器可以根据审计项目信息中的单位标识、项目标识、审计要求等信息确定项目审计对象对应的审计对象等级,审计对象等级表示项目审计对象的审计重要程度。比如,预先设置各个单位标识、项目标识和审计要求等信息对应的权重,使用上述权重进行平均计算,得到平均值,将该平均值所处的预设平均值范围对应的审计对象等级作为项目审计对象对应的审计对象等级。服务器将审计对象等级作为项目审计对象对应的审计对象类型。Specifically, when the server detects that the data type of the project audit object is a target data type, the target data type may be a structured data type, and the server determines the object audit process information in the target audit process information according to the audit object type corresponding to the project audit object. The server can determine the audit object level corresponding to the project audit object according to the unit identification, project identification, audit requirements and other information in the audit project information, and the audit object level indicates the audit importance of the project audit object. For example, the weights corresponding to information such as unit identification, project identification, and audit requirements are set in advance, and the above weights are used for average calculation to obtain the average value, and the audit object level corresponding to the preset average range of the average value is used as the project audit The audit object level corresponding to the object. The server uses the audit object level as the audit object type corresponding to the project audit object.

服务器检测到项目审计对象的数据类型为非目标数据类型时,根据目标数据类型对项目审计对象进行数据转换,得到目标项目审计对象。具体可以是服务器调用RPA(Robotic Process Automation,机器人流程自动化)非结构化数据转换为结构化数据,得到数据类型为结构化数据的目标项目审计对象。然后服务器根据目标项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息。When the server detects that the data type of the project audit object is a non-target data type, it performs data conversion on the project audit object according to the target data type to obtain the target project audit object. Specifically, the server may call RPA (Robotic Process Automation, robotic process automation) to convert unstructured data into structured data, and obtain the target project audit object whose data type is structured data. Then the server determines the target audit process information in the target audit process information according to the audit object type corresponding to the target project audit object.

本实施例中,通过对非目标数据类型的项目审计对象进行数据转换,得到目标项目审计对象,能够在目标审计流程信息中确定不同数据类型的项目审计对象的对象审计流程信息,从而提高了审计流程信息的生成效率。In this embodiment, by performing data conversion on the project audit object of the non-target data type, the target project audit object is obtained, and the object audit process information of the project audit object of different data types can be determined in the target audit process information, thereby improving the audit process. Generation efficiency of process information.

在一个实施例中,在步骤202,获取审计项目信息之前,还包括:In one embodiment, in step 202, before obtaining the audit project information, it also includes:

获取风险数据和风险数据对应的风险类型,基于风险数据提取风险审计项目信息,基于风险审计项目信息确定对应的项目类型;Obtain the risk data and the risk type corresponding to the risk data, extract the risk audit project information based on the risk data, and determine the corresponding project type based on the risk audit project information;

基于风险审计项目信息对应的项目类型与风险类型建立项目类型和风险类型的关联关系;Based on the project type and risk type corresponding to the risk audit project information, the relationship between the project type and the risk type is established;

将项目类型和风险类型的关联关系存储到预设风险信息数据库中。Store the relationship between the project type and the risk type in a preset risk information database.

其中,风险数据是指审计人员在审计工作中预先采集的项目异常数据。Among them, the risk data refers to the project abnormal data collected in advance by the auditors during the audit work.

具体地,服务器接收用户终端发送的风险数据和风险数据对应的风险类型,然后提取风险数据中的各个风险审计项目信息,并根据各个风险审计项目的项目标识确定对应的项目类型。然后服务器根据风险审计项目信息对应的项目类型与风险类型建立项目类型和风险类型的关联关系。Specifically, the server receives the risk data sent by the user terminal and the risk type corresponding to the risk data, then extracts the information of each risk audit item in the risk data, and determines the corresponding item type according to the item identification of each risk audit item. Then the server establishes an association relationship between the item type and the risk type according to the item type and the risk type corresponding to the risk audit item information.

在一个具体实施例中,用户通过用户终端预先对各个项目异常数据的项目标识标记对应的风险类型,将各个项目异常数据作为风险数据,将标记的风险类型作为风险数据对应的风险类型。服务器提取风险数据中各个项目标识对应的风险数据,建立项目标识和风险类型的关联关系。其中,一个风险类型可以关联一个或多个项目标识。In a specific embodiment, the user pre-marks the corresponding risk type on the item identification of each item abnormal data through the user terminal, uses each item abnormal data as the risk data, and uses the marked risk type as the risk type corresponding to the risk data. The server extracts the risk data corresponding to each project identifier in the risk data, and establishes an association relationship between the project identifier and the risk type. Among them, a risk type can be associated with one or more project identifiers.

本实施例中,通过建立预设风险信息数据库,能够快速确定审计项目信息关联的目标风险类型,进而快速确定目标风险类型对应的目标审计流程信息,提高了审计流程的生成效率。In this embodiment, by establishing a preset risk information database, the target risk type associated with the audit project information can be quickly determined, and then the target audit process information corresponding to the target risk type can be quickly determined, thereby improving the generation efficiency of the audit process.

在一个实施例中,在步骤202,获取审计项目信息之前,还包括:In one embodiment, in step 202, before obtaining the audit project information, it also includes:

获取业务数据集,基于业务数据集对应的业务类型确定目标业务数据集,将目标业务数据集作为初始审计对象集信息;Obtain the business data set, determine the target business data set based on the business type corresponding to the business data set, and use the target business data set as the initial audit object set information;

将初始审计对象集信息进行字段清洗和数据格式转换,得到审计对象集信息;Perform field cleaning and data format conversion on the initial audit object set information to obtain the audit object set information;

基于审计对象集信息获取审计对象集,基于审计对象集和审计对象集信息建立预设审计对象数据库。An audit object set is acquired based on the audit object set information, and a preset audit object database is established based on the audit object set and the audit object set information.

其中,初始审计对象集信息是指未经过处理的表征审计对象的信息。目标业务数据集是指预先设置好的业务类型对应的数据集。审计对象集信息表示需要进行审计的业务数据的信息。Wherein, the initial audit object set information refers to unprocessed information representing audit objects. The target business data set refers to the data set corresponding to the preset business type. The audit object set information represents the information of the business data that needs to be audited.

具体地,服务器可以从各个审计单位中获取业务数据集,根据预先设置在业务数据集对应的各个业务类型中确定目标业务类型,一般是预先标记为重要的业务类型,服务器在业务数据集中获取目标业务数据集,将目标业务数据集作为初始审计对象集信息。然后服务器将初始审计对象集信息进行字段清洗和标准数据格式转换,得到审计对象集信息,比如需要进行审计的业务数据的存储地址等信息。Specifically, the server can obtain business data sets from various audit units, determine the target business type in each business type corresponding to the business data set according to the preset settings, generally pre-marked as important business types, and the server obtains the target business type in the business data set. Business data set, the target business data set is used as the initial audit object set information. Then the server performs field cleaning and standard data format conversion on the initial audit object set information to obtain audit object set information, such as the storage address of the business data that needs to be audited.

然后服务器从审计对象集信息中获取审计对象集,可以是需要进行审计的业务数据标识。然后服务器根据审计对象集和审计对象集信息建立预设审计对象数据库。Then the server obtains the audit object set from the audit object set information, which may be the identifier of business data that needs to be audited. Then the server establishes a preset audit object database according to the audit object set and the audit object set information.

服务器也可以获取风险数据对应的历史审计报告,从历史审计报告中提取审计对象集和对应的风险类型,并建立风险类型和审计对象集的关联关系,将该关联关系存储至预设审计对象数据库中。The server can also obtain the historical audit report corresponding to the risk data, extract the audit object set and the corresponding risk type from the historical audit report, establish the association relationship between the risk type and the audit object set, and store the association relationship in the default audit object database middle.

本实施例中,通过建立预设审计对象数据库,能够快速确定目标风险类型对应的目标审计对象集,进而快速确定项目审计对象,提高了审计流程的生成效率。In this embodiment, by establishing a preset audit object database, the target audit object set corresponding to the target risk type can be quickly determined, and then the project audit object can be quickly determined, which improves the generation efficiency of the audit process.

在一个实施例中,在步骤208,将项目审计对象和对应的对象审计流程信息发送至用户终端显示之后,还包括:In one embodiment, in step 208, after sending the project audit object and the corresponding object audit process information to the user terminal for display, it also includes:

获取用户终端返回的风险更新信息;Obtain the risk update information returned by the user terminal;

当风险更新信息为更新关联关系时,将更新关联关系存储到预设风险信息数据库中,得到更新风险信息数据库。When the risk update information is an updated association relationship, the updated association relationship is stored in a preset risk information database to obtain an updated risk information database.

其中,风险更新信息是指对风险信息数据库是更新信息。Wherein, the risk update information means that the risk information database is updated information.

具体地,服务器获取用户终端发送的风险更新信息。当风险更新信息为更新关联关系,即新建立的项目类型和风险类型的关联关系,将更新关联关系存储到预设风险信息数据库中,得到更新风险信息数据库。Specifically, the server acquires risk update information sent by the user terminal. When the risk update information is an updated association relationship, that is, a newly established association relationship between a project type and a risk type, the updated association relationship is stored in a preset risk information database to obtain an updated risk information database.

当风险更新信息为项目类型更新信息时,从项目类型更新信息中获取更新项目类型和对应的风险类型。服务器根据更新项目类型对应的风险类型,在风险信息数据库中建立更新项目类型与对应的风险类型的关联关系,得到更新风险信息数据库。When the risk update information is item type update information, the updated item type and the corresponding risk type are acquired from the item type update information. According to the risk type corresponding to the updated item type, the server establishes an association relationship between the updated item type and the corresponding risk type in the risk information database to obtain the updated risk information database.

本实施例中,通过根据风险更新信息对风险信息数据库,能够维护风险信息数据库的有效性,从而提高了目标风险类型的准确性。In this embodiment, by updating the risk information database according to the risk information, the validity of the risk information database can be maintained, thereby improving the accuracy of the target risk type.

在一个具体实施例中,如图4所示,提供一种审计工作的流程示意图。服务器根据审计项目信息在风险信息数据库中匹配目标审计流程信息,并在预设审计对象数据库中确定项目审计对象,根据项目审计对象的审计对象类型在目标审计流程信息中确定对象审计流程信息。服务器将项目审计对象和对应的对象审计流程信息分发到审计人员的移动终端,审计人员通过移动终端按照对象审计流程信息中的审计对象开展审计工作。服务器获取审计人员通过移动终端发送的审计工作数据和疑点信息,根据审计工作数据和疑点信息生成审计日志,并在风险数据库中合并同类疑点。In a specific embodiment, as shown in FIG. 4 , a schematic flow chart of audit work is provided. The server matches the target audit process information in the risk information database according to the audit project information, determines the project audit object in the preset audit object database, and determines the object audit process information in the target audit process information according to the audit object type of the project audit object. The server distributes the project audit object and the corresponding object audit process information to the auditor's mobile terminal, and the auditor uses the mobile terminal to carry out the audit work according to the audit object in the object audit process information. The server obtains the audit work data and doubt information sent by auditors through the mobile terminal, generates audit logs based on the audit work data and doubt information, and merges similar doubts in the risk database.

审计人员使用取证表确定审计问题,汇总有效问题形成问题台账,然后审计人员根据问题台账提炼形成审计报告,将审计报告发送给服务器。服务器接收移动终端发送的风险更新信息,根据风险更新信息对风险信息数据库进行更新。Auditors use evidence collection tables to determine audit issues, summarize valid issues to form a problem ledger, and then auditors refine and form an audit report based on the problem ledger, and send the audit report to the server. The server receives the risk update information sent by the mobile terminal, and updates the risk information database according to the risk update information.

在一个具体实施例中,如图5所示,提供一种现场审计工作流程图。在原有的现场审计工作场景中,需要确定审计对象和审计方案,根据普通审计人员查找的常见问题,以及资深审计人员挖掘的深层次问题,形成审计结论。In a specific embodiment, as shown in FIG. 5 , a flow chart of on-site audit work is provided. In the original on-site audit work scenario, it is necessary to determine the audit object and audit plan, and form an audit conclusion based on the common problems found by ordinary auditors and the deep-seated problems discovered by senior auditors.

本方法应用的现场审计工作场景,包括根据审计人员提供的数据形成基础计算机操作流程,表示审计人员录制的可重复使用的计算机操作,根据资深审计人员提供的发现新问题的挖掘数据形成审计流程信息,表示资深审计人员录制发现新问题的审计过程,根据基础计算机操作流程和审计流程信息生成一系列可直接使用的审计场景对应的审计流程信息。然后计算机根据审计任务确定审计范围,并生成审计任务明细清单,普通审计人员按照审计场景查找问题,确定审计结论。The on-site audit work scene applied by this method includes forming the basic computer operation process based on the data provided by the auditors, representing the reusable computer operations recorded by the auditors, and forming audit process information based on the mining data provided by senior auditors to discover new problems , which means that senior auditors record the audit process in which new problems are discovered, and generate a series of audit process information corresponding to audit scenarios that can be directly used according to the basic computer operation process and audit process information. Then the computer determines the audit scope according to the audit tasks, and generates a detailed list of audit tasks. Ordinary auditors find problems according to the audit scenarios and determine the audit conclusions.

在一个具体实施例中,确定审计流程信息的具体步骤如下:In a specific embodiment, the specific steps of determining the audit process information are as follows:

获取内外部的风险数据,构建企业经营管理风险库。风险库中的每条风险是根据风险发生的原因为导向,利用审计人员丰富的审计经验,借助人工智能技术手段,为每条风险匹配对应的审计工作程序,包括:Obtain internal and external risk data and build a risk database for enterprise operation and management. Each risk in the risk library is guided by the cause of the risk, using the rich audit experience of the auditors, with the help of artificial intelligence technology, to match the corresponding audit work procedures for each risk, including:

审计项目执行过程中审计发现的问题95%以上是重复或者共性的问题,随着企业管理水平提升,经营过程中的问题可以通过制定企业经营管理风险库进行分类统计和管理;More than 95% of the problems found in the audit during the implementation of the audit project are repetitive or common problems. With the improvement of the management level of the enterprise, the problems in the operation process can be classified and managed by formulating the enterprise operation management risk database;

风险是可预见的,针对风险一般已有成熟的审计工作程序,审计工作程序基于风险的发生情况进行知识归纳,每个工作程序需要审计的对象也可缩小审计的范围;Risks are predictable, and there are generally mature auditing procedures for risks. The auditing procedures are based on knowledge induction based on the occurrence of risks, and the objects to be audited for each procedure can also narrow the scope of the audit;

审计工作程序中需要重复人工处理的操作采用流程机器人的作业模式,与审计人员的经验结合起来,形成审计工作程序中固定的可执行场景;The operations that require repeated manual processing in the audit work program adopt the operation mode of the process robot, which is combined with the experience of the auditors to form a fixed executable scene in the audit work program;

当审计项目建项时则可以根据审计项目的类型,审计对象单位和审计的目标,自动匹配风险库中的风险,从而确定审计工作程序的步骤及具体的审计对象。When the audit project is established, it can automatically match the risks in the risk library according to the type of audit project, the audit object unit and the audit target, so as to determine the steps of the audit work procedure and the specific audit object.

利用审计技术平台获取公司全业务域的数据构建审计对象信息,生成自动更新独立运行的审计对象库,包括:Use the audit technology platform to obtain data from the company's entire business domain to construct audit object information, and generate an automatically updated audit object library that operates independently, including:

审计对象库的构建基于大数据技术,将公司经营业务的主要审计对象数据进行清洗和转换,形成结构化或半结构化的数据;The construction of the audit object database is based on big data technology, which cleans and converts the main audit object data of the company's business operations to form structured or semi-structured data;

对于不能结构化的审计对象则直接采用对接业务系统或者是纸质或其他类型的材料,利用流程机器人进行分类整理,并存储形成审计对象库,审计对象库需明确业务的分类、业务事项。For audit objects that cannot be structured, directly use docking business systems or paper or other types of materials, use process robots to classify, and store them to form an audit object database. The audit object database needs to clarify the classification and business items of the business.

审计项目按审计计划执行启动时,根据审计项目类型、审计对象的基本信息自动从风险库中关联风险,并获取对应风险的审计流程,审计流程会根据项目的建项信息自动或半自动的配置审计对象,包括;When the audit project is started according to the audit plan, according to the type of audit project and the basic information of the audit object, it will automatically associate risks from the risk library, and obtain the audit process corresponding to the risk. The audit process will automatically or semi-automatically configure the audit according to the construction item information of the project. objects, including;

结构化审计对象数据自动根据项目类型、审计单位、审计事项关联审计流程;The structured audit object data is automatically associated with the audit process according to the project type, audit unit, and audit items;

非结构化审计对象数据借助流程机器人进行人工干预的半自动形式关联审计流程。Unstructured audit object data is associated with the audit process in a semi-automatic form with the help of process robots for manual intervention.

审计对象通过移动端分发到审计项目现场的审计人员移动终端,审计人员通过移动端获取工作程序,并按照程序中的审计对象开展审计作业,完成取证和底稿编制。The audit objects are distributed to the mobile terminals of the auditors on the site of the audit project through the mobile terminal, and the auditors obtain the work program through the mobile terminal, and carry out the audit work according to the audit objects in the program, and complete the evidence collection and drafting.

比如,审计项目信息可以是审计单位A的合同项目,根据合同类型在预设风险信息数据库中确定为合同风险类型,获取合同风险类型对应的合同审计流程。根据单位A在预设审计对象库中确定单位A中业务a的经营合同作为项目审计对象,并在合同审计流程中确定单位A中业务a的经营合同的合同审计流程,将该合同审计流程发送给审计人员的移动终端,以使审计人员查找单位A中业务a的经营合同,并按照对应的合同审计流程进行审计工作。For example, the audit project information may be the contract project of the audit unit A, which is determined as the contract risk type in the default risk information database according to the contract type, and the contract audit process corresponding to the contract risk type is obtained. According to the fact that unit A determines the operating contract of business a in unit A in the default audit object database as the project audit object, and determines the contract audit process of the operating contract of business a in unit A in the contract audit process, and sends the contract audit process A mobile terminal for auditors, so that auditors can search for the business contract of business a in unit A, and perform audit work according to the corresponding contract audit process.

本实施例中,能够实现审计工作程序清晰明了,审计对象指向精准,操作性更强,提高了工作效率,克服审计人员经验欠缺等难题;重复工作交给RPA执行,但是从数据源头到执行结果紧密的关联到审计工作程序,提高的审计作业的智能化水平;通过标准化的审计工作程序作为基准线,审计项目过程中形成了完整的审计数据链路,为发现审计线索,构建审计证据链条打下基础。In this embodiment, the audit work procedure can be clear, the audit object can be pointed accurately, the operability is stronger, the work efficiency can be improved, and the problems such as the lack of experience of the auditors can be overcome; the repeated work is handed over to RPA for execution, but from the data source to the execution result It is closely related to the audit work procedures, improving the intelligence level of audit operations; through standardized audit work procedures as a baseline, a complete audit data link is formed during the audit project process, laying a solid foundation for the discovery of audit clues and the construction of audit evidence chains. Base.

应该理解的是,虽然如上所述的各实施例所涉及的流程图中的各个步骤按照箭头的指示依次显示,但是这些步骤并不是必然按照箭头指示的顺序依次执行。除非本文中有明确的说明,这些步骤的执行并没有严格的顺序限制,这些步骤可以以其它的顺序执行。而且,如上所述的各实施例所涉及的流程图中的至少一部分步骤可以包括多个步骤或者多个阶段,这些步骤或者阶段并不必然是在同一时刻执行完成,而是可以在不同的时刻执行,这些步骤或者阶段的执行顺序也不必然是依次进行,而是可以与其它步骤或者其它步骤中的步骤或者阶段的至少一部分轮流或者交替地执行。It should be understood that although the steps in the flow charts involved in the above embodiments are shown sequentially according to the arrows, these steps are not necessarily executed sequentially in the order indicated by the arrows. Unless otherwise specified herein, there is no strict order restriction on the execution of these steps, and these steps can be executed in other orders. Moreover, at least some of the steps in the flow charts involved in the above-mentioned embodiments may include multiple steps or stages, and these steps or stages are not necessarily executed at the same time, but may be performed at different times For execution, the execution order of these steps or stages is not necessarily performed sequentially, but may be executed in turn or alternately with other steps or at least a part of steps or stages in other steps.

基于同样的发明构思,本申请实施例还提供了一种用于实现上述所涉及的审计数据处理方法的审计数据处理装置。该装置所提供的解决问题的实现方案与上述方法中所记载的实现方案相似,故下面所提供的一个或多个审计数据处理装置实施例中的具体限定可以参见上文中对于审计数据处理方法的限定,在此不再赘述。Based on the same inventive concept, an embodiment of the present application further provides an audit data processing device for implementing the audit data processing method involved above. The solution to the problem provided by the device is similar to the implementation described in the above method, so the specific limitations in one or more embodiments of the audit data processing device provided below can be referred to above for the audit data processing method limited and will not be repeated here.

在一个实施例中,如图6所示,提供了一种审计数据处理装置600,包括:获取模块602、风险库模块604、对象库模块606、流程确定模块608和发送模块610,其中:In one embodiment, as shown in FIG. 6 , an audit data processing device 600 is provided, including: an acquisition module 602, a risk library module 604, an object library module 606, a process determination module 608, and a sending module 610, wherein:

获取模块602,用于获取审计项目信息;An acquisition module 602, configured to acquire audit project information;

风险库模块604,用于基于审计项目信息对应的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定审计项目信息关联的目标风险类型,并从预设风险信息数据库中查找目标风险类型对应的目标审计流程信息;The risk library module 604 is configured to determine the target risk type associated with the audit item information based on the item type corresponding to the audit item information according to the association relationship between the item type and the risk type stored in the preset risk information database, and obtain the information from the preset risk information database. Search for the target audit process information corresponding to the target risk type;

对象库模块606,用于从预设审计对象数据库中查找目标风险类型对应的目标审计对象集,按照审计项目信息从目标审计对象集中确定项目审计对象;The object library module 606 is used to search the target audit object set corresponding to the target risk type from the default audit object database, and determine the project audit object from the target audit object set according to the audit project information;

流程确定模块608,用于基于项目审计对象对应的审计对象类型在目标审计流程信息中确定对象审计流程信息;A process determination module 608, configured to determine the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object;

发送模块610,用于将项目审计对象和对应的对象审计流程信息发送至用户终端显示。The sending module 610 is configured to send the project audit object and the corresponding object audit process information to the user terminal for display.

在一个实施例中,风险库模块604,包括:In one embodiment, the risk library module 604 includes:

风险匹配单元,用于基于所述审计项目信息对应的项目类型在所述预设风险信息数据库中匹配目标风险类型集;基于所述审计项目信息在所述目标风险类型集中确定所述审计项目信息对应的目标风险类型。A risk matching unit, configured to match the target risk type set in the preset risk information database based on the item type corresponding to the audit item information; determine the audit item information in the target risk type set based on the audit item information The corresponding target risk type.

在一个实施例中,对象库模块606,包括:In one embodiment, the object library module 606 includes:

对象匹配单元,用于当所述项目审计对象的数据类型为目标数据类型时,基于所述项目审计对象对应的审计对象类型在所述目标审计流程信息中确定对象审计流程信息;当所述项目审计对象的数据类型为非目标数据类型时,基于所述目标数据类型将所述项目审计对象进行数据转换,得到目标项目审计对象;基于所述目标项目审计对象对应的审计对象类型在所述目标审计流程信息中确定对象审计流程信息。The object matching unit is used to determine the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object when the data type of the project audit object is a target data type; when the project When the data type of the audit object is a non-target data type, the project audit object is carried out data conversion based on the target data type to obtain the target project audit object; based on the audit object type corresponding to the target project audit object in the target The audit process information of the object is determined in the audit process information.

在一个实施例中,审计数据处理装置600,还包括:In one embodiment, the audit data processing apparatus 600 further includes:

风险关联单元,用于获取风险数据和所述风险数据对应的风险类型,基于所述风险数据提取风险审计项目信息,基于所述风险审计项目信息确定对应的项目类型;基于所述风险审计项目信息对应的项目类型与所述风险类型建立项目类型和风险类型的关联关系;将所述项目类型和风险类型的关联关系存储到所述预设风险信息数据库中。A risk association unit, configured to obtain risk data and the risk type corresponding to the risk data, extract risk audit item information based on the risk data, and determine the corresponding item type based on the risk audit item information; based on the risk audit item information The corresponding item type establishes an association relationship between the item type and the risk type with the risk type; and stores the association relationship between the item type and the risk type in the preset risk information database.

在一个实施例中,审计数据处理装置600,还包括:In one embodiment, the audit data processing apparatus 600 further includes:

对象库单元,用于获取业务数据集,基于所述业务数据集对应的业务类型确定目标业务数据集,将所述目标业务数据集作为初始审计对象集信息;将所述初始审计对象集信息进行字段清洗和数据格式转换,得到审计对象集信息;基于所述审计对象集信息获取审计对象集,基于所述审计对象集和所述审计对象集信息建立所述预设审计对象数据库。The object library unit is used to obtain the business data set, determine the target business data set based on the business type corresponding to the business data set, and use the target business data set as the initial audit object set information; perform the initial audit object set information field cleaning and data format conversion to obtain audit object set information; obtain an audit object set based on the audit object set information, and establish the preset audit object database based on the audit object set and the audit object set information.

在一个实施例中,审计数据处理装置600,还包括:In one embodiment, the audit data processing apparatus 600 further includes:

更新单元,用于获取所述用户终端返回的风险更新信息;当所述风险更新信息为更新关联关系时,将所述更新关联关系存储到所述预设风险信息数据库中,得到更新风险信息数据库。An update unit, configured to obtain risk update information returned by the user terminal; when the risk update information is an update association relationship, store the update association relationship in the preset risk information database to obtain an update risk information database .

上述审计数据处理装置中的各个模块可全部或部分通过软件、硬件及其组合来实现。上述各模块可以硬件形式内嵌于或独立于计算机设备中的处理器中,也可以以软件形式存储于计算机设备中的存储器中,以便于处理器调用执行以上各个模块对应的操作。Each module in the above-mentioned audit data processing device can be fully or partially realized by software, hardware and a combination thereof. The above-mentioned modules can be embedded in or independent of the processor in the computer device in the form of hardware, and can also be stored in the memory of the computer device in the form of software, so that the processor can invoke and execute the corresponding operations of the above-mentioned modules.

在一个实施例中,提供了一种计算机设备,该计算机设备可以是服务器,其内部结构图可以如图7所示。该计算机设备包括处理器、存储器、输入/输出接口(Input/Output,简称I/O)和通信接口。其中,处理器、存储器和输入/输出接口通过系统总线连接,通信接口通过输入/输出接口连接到系统总线。其中,该计算机设备的处理器用于提供计算和控制能力。该计算机设备的存储器包括非易失性存储介质和内存储器。该非易失性存储介质存储有操作系统、计算机程序和数据库。该内存储器为非易失性存储介质中的操作系统和计算机程序的运行提供环境。该计算机设备的数据库用于存储审计项目信息等数据。该计算机设备的输入/输出接口用于处理器与外部设备之间交换信息。该计算机设备的通信接口用于与外部的终端通过网络连接通信。该计算机程序被处理器执行时以实现一种审计数据处理方法。In one embodiment, a computer device is provided. The computer device may be a server, and its internal structure may be as shown in FIG. 7 . The computer device includes a processor, a memory, an input/output interface (Input/Output, I/O for short), and a communication interface. Wherein, the processor, the memory and the input/output interface are connected through the system bus, and the communication interface is connected to the system bus through the input/output interface. Wherein, the processor of the computer device is used to provide calculation and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, computer programs and databases. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage medium. The database of the computer equipment is used to store data such as audit project information. The input/output interface of the computer device is used for exchanging information between the processor and external devices. The communication interface of the computer device is used to communicate with an external terminal through a network connection. When the computer program is executed by the processor, an audit data processing method is realized.

在一个实施例中,提供了一种计算机设备,该计算机设备可以是终端,其内部结构图可以如图8所示。该计算机设备包括处理器、存储器、输入/输出接口、通信接口、显示单元和输入装置。其中,处理器、存储器和输入/输出接口通过系统总线连接,通信接口、显示单元和输入装置通过输入/输出接口连接到系统总线。其中,该计算机设备的处理器用于提供计算和控制能力。该计算机设备的存储器包括非易失性存储介质、内存储器。该非易失性存储介质存储有操作系统和计算机程序。该内存储器为非易失性存储介质中的操作系统和计算机程序的运行提供环境。该计算机设备的输入/输出接口用于处理器与外部设备之间交换信息。该计算机设备的通信接口用于与外部的终端进行有线或无线方式的通信,无线方式可通过WIFI、移动蜂窝网络、NFC(近场通信)或其他技术实现。该计算机程序被处理器执行时以实现一种审计数据处理方法。该计算机设备的显示单元用于形成视觉可见的画面,可以是显示屏、投影装置或虚拟现实成像装置,显示屏可以是液晶显示屏或电子墨水显示屏,该计算机设备的输入装置可以是显示屏上覆盖的触摸层,也可以是计算机设备外壳上设置的按键、轨迹球或触控板,还可以是外接的键盘、触控板或鼠标等。In one embodiment, a computer device is provided. The computer device may be a terminal, and its internal structure may be as shown in FIG. 8 . The computer device includes a processor, a memory, an input/output interface, a communication interface, a display unit and an input device. Wherein, the processor, the memory and the input/output interface are connected through the system bus, and the communication interface, the display unit and the input device are connected to the system bus through the input/output interface. Wherein, the processor of the computer device is used to provide calculation and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and computer programs. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage medium. The input/output interface of the computer device is used for exchanging information between the processor and external devices. The communication interface of the computer device is used to communicate with an external terminal in a wired or wireless manner, and the wireless manner can be realized through WIFI, mobile cellular network, NFC (Near Field Communication) or other technologies. When the computer program is executed by the processor, an audit data processing method is realized. The display unit of the computer equipment is used to form a visually visible picture, and may be a display screen, a projection device or a virtual reality imaging device, the display screen may be a liquid crystal display screen or an electronic ink display screen, and the input device of the computer equipment may be a display screen The touch layer covered on the upper surface may also be a button, a trackball or a touch pad arranged on the casing of the computer device, or an external keyboard, touch pad or mouse.

本领域技术人员可以理解,图7-8中示出的结构,仅仅是与本申请方案相关的部分结构的框图,并不构成对本申请方案所应用于其上的计算机设备的限定,具体的计算机设备可以包括比图中所示更多或更少的部件,或者组合某些部件,或者具有不同的部件布置。Those skilled in the art can understand that the structures shown in Figures 7-8 are only block diagrams of partial structures related to the solution of this application, and do not constitute a limitation to the computer equipment on which the solution of this application is applied. The specific computer Devices may include more or fewer components than shown in the figures, or combine certain components, or have a different arrangement of components.

在一个实施例中,还提供了一种计算机设备,包括存储器和处理器,存储器中存储有计算机程序,该处理器执行计算机程序时实现上述各方法实施例中的步骤。In one embodiment, there is also provided a computer device, including a memory and a processor, where a computer program is stored in the memory, and the processor implements the steps in the above method embodiments when executing the computer program.

在一个实施例中,提供了一种计算机可读存储介质,其上存储有计算机程序,该计算机程序被处理器执行时实现上述各方法实施例中的步骤。In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored, and when the computer program is executed by a processor, the steps in the foregoing method embodiments are implemented.

在一个实施例中,提供了一种计算机程序产品,包括计算机程序,该计算机程序被处理器执行时实现上述各方法实施例中的步骤。In one embodiment, a computer program product is provided, including a computer program, and when the computer program is executed by a processor, the steps in the foregoing method embodiments are implemented.

需要说明的是,本申请所涉及的用户信息(包括但不限于用户设备信息、用户个人信息等)和数据(包括但不限于用于分析的数据、存储的数据、展示的数据等),均为经用户授权或者经过各方充分授权的信息和数据,且相关数据的收集、使用和处理需要遵守相关国家和地区的相关法律法规和标准。It should be noted that the user information (including but not limited to user equipment information, user personal information, etc.) and data (including but not limited to data used for analysis, stored data, displayed data, etc.) involved in this application are all It is information and data authorized by the user or fully authorized by all parties, and the collection, use and processing of relevant data need to comply with relevant laws, regulations and standards of relevant countries and regions.

本领域普通技术人员可以理解实现上述实施例方法中的全部或部分流程,是可以通过计算机程序来指令相关的硬件来完成,所述的计算机程序可存储于一非易失性计算机可读取存储介质中,该计算机程序在执行时,可包括如上述各方法的实施例的流程。其中,本申请所提供的各实施例中所使用的对存储器、数据库或其它介质的任何引用,均可包括非易失性和易失性存储器中的至少一种。非易失性存储器可包括只读存储器(Read-OnlyMemory,ROM)、磁带、软盘、闪存、光存储器、高密度嵌入式非易失性存储器、阻变存储器(ReRAM)、磁变存储器(Magnetoresistive Random Access Memory,MRAM)、铁电存储器(Ferroelectric Random Access Memory,FRAM)、相变存储器(Phase Change Memory,PCM)、石墨烯存储器等。易失性存储器可包括随机存取存储器(Random Access Memory,RAM)或外部高速缓冲存储器等。作为说明而非局限,RAM可以是多种形式,比如静态随机存取存储器(Static Random Access Memory,SRAM)或动态随机存取存储器(Dynamic RandomAccess Memory,DRAM)等。本申请所提供的各实施例中所涉及的数据库可包括关系型数据库和非关系型数据库中至少一种。非关系型数据库可包括基于区块链的分布式数据库等,不限于此。本申请所提供的各实施例中所涉及的处理器可为通用处理器、中央处理器、图形处理器、数字信号处理器、可编程逻辑器、基于量子计算的数据处理逻辑器等,不限于此。Those of ordinary skill in the art can understand that all or part of the processes in the methods of the above-mentioned embodiments can be completed by instructing related hardware through computer programs, and the computer programs can be stored in a non-volatile computer-readable memory In the medium, when the computer program is executed, it may include the processes of the embodiments of the above-mentioned methods. Wherein, any reference to storage, database or other media used in the various embodiments provided in the present application may include at least one of non-volatile and volatile storage. Non-volatile memory can include read-only memory (Read-Only Memory, ROM), magnetic tape, floppy disk, flash memory, optical memory, high-density embedded non-volatile memory, resistive variable memory (ReRAM), magnetic variable memory (Magnetoresistive Random Access Memory, MRAM), Ferroelectric Random Access Memory (FRAM), Phase Change Memory (Phase Change Memory, PCM), graphene memory, etc. The volatile memory may include random access memory (Random Access Memory, RAM) or external cache memory. As an illustration and not a limitation, RAM can be in various forms, such as Static Random Access Memory (SRAM) or Dynamic Random Access Memory (Dynamic Random Access Memory, DRAM). The databases involved in the various embodiments provided in this application may include at least one of a relational database and a non-relational database. The non-relational database may include a blockchain-based distributed database, etc., but is not limited thereto. The processors involved in the various embodiments provided by this application can be general-purpose processors, central processing units, graphics processors, digital signal processors, programmable logic devices, data processing logic devices based on quantum computing, etc., and are not limited to this.

以上实施例的各技术特征可以进行任意的组合,为使描述简洁,未对上述实施例中的各个技术特征所有可能的组合都进行描述,然而,只要这些技术特征的组合不存在矛盾,都应当认为是本说明书记载的范围。The technical features of the above embodiments can be combined arbitrarily. To make the description concise, all possible combinations of the technical features in the above embodiments are not described. However, as long as there is no contradiction in the combination of these technical features, they should be It is considered to be within the range described in this specification.

以上所述实施例仅表达了本申请的几种实施方式,其描述较为具体和详细,但并不能因此而理解为对本申请专利范围的限制。应当指出的是,对于本领域的普通技术人员来说,在不脱离本申请构思的前提下,还可以做出若干变形和改进,这些都属于本申请的保护范围。因此,本申请的保护范围应以所附权利要求为准。The above-mentioned embodiments only express several implementation modes of the present application, and the description thereof is relatively specific and detailed, but should not be construed as limiting the patent scope of the present application. It should be noted that those skilled in the art can make several modifications and improvements without departing from the concept of the present application, and these all belong to the protection scope of the present application. Therefore, the protection scope of the present application should be determined by the appended claims.

Claims (10)

1.一种审计数据处理方法,其特征在于,所述方法包括:1. an audit data processing method, is characterized in that, described method comprises: 获取审计项目信息;Obtain audit project information; 基于所述审计项目信息对应的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定所述审计项目信息关联的目标风险类型,并从所述预设风险信息数据库中查找所述目标风险类型对应的目标审计流程信息;Based on the item type corresponding to the audit item information, determine the target risk type associated with the audit item information according to the association relationship between the item type and the risk type stored in the preset risk information database, and select from the preset risk information database Find the target audit process information corresponding to the target risk type; 从预设审计对象数据库中查找所述目标风险类型对应的目标审计对象集,按照所述审计项目信息从所述目标审计对象集中确定项目审计对象;Find the target audit object set corresponding to the target risk type from the default audit object database, and determine the project audit object from the target audit object set according to the audit project information; 基于所述项目审计对象对应的审计对象类型在所述目标审计流程信息中确定对象审计流程信息;Determine the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object; 将所述项目审计对象和对应的对象审计流程信息发送至用户终端显示。The project audit object and the corresponding object audit process information are sent to the user terminal for display. 2.根据权利要求1所述的方法,其特征在于,所述基于所述审计项目信息对应的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定所述审计项目信息关联的目标风险类型,包括:2. The method according to claim 1, wherein, based on the project type corresponding to the audit project information, the audit project is determined according to the association relationship between the project type and the risk type stored in the preset risk information database The type of target risk associated with the information, including: 基于所述审计项目信息对应的项目类型在所述预设风险信息数据库中匹配目标风险类型集;matching the target risk type set in the preset risk information database based on the item type corresponding to the audit item information; 基于所述审计项目信息在所述目标风险类型集中确定所述审计项目信息对应的目标风险类型。The target risk type corresponding to the audit item information is determined in the target risk type set based on the audit item information. 3.根据权利要求1所述的方法,其特征在于,所述基于所述项目审计对象对应的审计对象类型在所述目标审计流程信息中确定对象审计流程信息,包括:3. The method according to claim 1, wherein the determination of the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object comprises: 当所述项目审计对象的数据类型为目标数据类型时,基于所述项目审计对象对应的审计对象类型在所述目标审计流程信息中确定对象审计流程信息;When the data type of the project audit object is a target data type, determine the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object; 当所述项目审计对象的数据类型为非目标数据类型时,基于所述目标数据类型将所述项目审计对象进行数据转换,得到目标项目审计对象;When the data type of the project audit object is a non-target data type, data conversion is performed on the project audit object based on the target data type to obtain a target project audit object; 基于所述目标项目审计对象对应的审计对象类型在所述目标审计流程信息中确定对象审计流程信息。The object audit process information is determined in the target audit process information based on the audit object type corresponding to the target project audit object. 4.根据权利要求1所述的方法,其特征在于,在所述获取审计项目信息之前,还包括:4. method according to claim 1, is characterized in that, before described obtaining audit project information, also comprises: 获取风险数据和所述风险数据对应的风险类型,基于所述风险数据提取风险审计项目信息,基于所述风险审计项目信息确定对应的项目类型;Obtaining risk data and the risk type corresponding to the risk data, extracting risk audit item information based on the risk data, and determining the corresponding item type based on the risk audit item information; 基于所述风险审计项目信息对应的项目类型与所述风险类型建立项目类型和风险类型的关联关系;Establishing an association relationship between the project type and the risk type based on the project type corresponding to the risk audit project information and the risk type; 将所述项目类型和风险类型的关联关系存储到所述预设风险信息数据库中。storing the association relationship between the item type and the risk type in the preset risk information database. 5.根据权利要求1所述的方法,其特征在于,在所述获取审计项目信息之前,还包括:5. the method according to claim 1, is characterized in that, before described obtaining audit project information, also comprises: 获取业务数据集,基于所述业务数据集对应的业务类型确定目标业务数据集,将所述目标业务数据集作为初始审计对象集信息;Obtaining a business data set, determining a target business data set based on the business type corresponding to the business data set, and using the target business data set as the initial audit object set information; 将所述初始审计对象集信息进行字段清洗和数据格式转换,得到审计对象集信息;Perform field cleaning and data format conversion on the initial audit object set information to obtain audit object set information; 基于所述审计对象集信息获取审计对象集,基于所述审计对象集和所述审计对象集信息建立所述预设审计对象数据库。An audit object set is acquired based on the audit object set information, and the preset audit object database is established based on the audit object set and the audit object set information. 6.根据权利要求1所述的方法,其特征在于,在所述将所述项目审计对象和对应的对象审计流程信息发送至用户终端显示之后,还包括:6. The method according to claim 1, characterized in that, after the project audit object and corresponding object audit process information are sent to the user terminal for display, further comprising: 获取所述用户终端返回的风险更新信息;Obtain the risk update information returned by the user terminal; 当所述风险更新信息为更新关联关系时,将所述更新关联关系存储到所述预设风险信息数据库中,得到更新风险信息数据库。When the risk update information is an updated association relationship, the updated association relationship is stored in the preset risk information database to obtain an updated risk information database. 7.一种审计数据处理装置,其特征在于,所述装置包括:7. An audit data processing device, characterized in that the device comprises: 获取模块,用于获取审计项目信息;The acquisition module is used to acquire audit project information; 风险库模块,用于基于所述审计项目信息对应的项目类型,按照预设风险信息数据库中存储的项目类型和风险类型的关联关系确定所述审计项目信息关联的目标风险类型,并从所述预设风险信息数据库中查找所述目标风险类型对应的目标审计流程信息;The risk library module is used to determine the target risk type associated with the audit item information based on the item type corresponding to the audit item information according to the association relationship between the item type and the risk type stored in the preset risk information database, and from the Find the target audit process information corresponding to the target risk type in the preset risk information database; 对象库模块,用于从预设审计对象数据库中查找所述目标风险类型对应的目标审计对象集,按照所述审计项目信息从所述目标审计对象集中确定项目审计对象;The object library module is used to search the target audit object set corresponding to the target risk type from the default audit object database, and determine the project audit object from the target audit object set according to the audit project information; 流程确定模块,用于基于所述项目审计对象对应的审计对象类型在所述目标审计流程信息中确定对象审计流程信息;A process determination module, configured to determine the object audit process information in the target audit process information based on the audit object type corresponding to the project audit object; 发送模块,用于将所述项目审计对象和对应的对象审计流程信息发送至用户终端显示。The sending module is used to send the project audit object and the corresponding object audit process information to the user terminal for display. 8.一种计算机设备,包括存储器和处理器,所述存储器存储有计算机程序,其特征在于,所述处理器执行所述计算机程序时实现权利要求1至6中任一项所述的方法的步骤。8. A computer device, comprising a memory and a processor, the memory stores a computer program, wherein the processor implements the method according to any one of claims 1 to 6 when executing the computer program step. 9.一种计算机可读存储介质,其上存储有计算机程序,其特征在于,所述计算机程序被处理器执行时实现权利要求1至6中任一项所述的方法的步骤。9. A computer-readable storage medium, on which a computer program is stored, wherein when the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 6 are realized. 10.一种计算机程序产品,包括计算机程序,其特征在于,该计算机程序被处理器执行时实现权利要求1至6中任一项所述的方法的步骤。10. A computer program product, comprising a computer program, characterized in that, when the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 6 are implemented.
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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN118014286A (en) * 2024-02-08 2024-05-10 广东铭太信息科技有限公司 A kind of audit auxiliary system and method
CN119991029A (en) * 2025-01-17 2025-05-13 广东电网有限责任公司 A field audit auxiliary method, device, equipment and medium based on knowledge graph

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN118014286A (en) * 2024-02-08 2024-05-10 广东铭太信息科技有限公司 A kind of audit auxiliary system and method
CN119991029A (en) * 2025-01-17 2025-05-13 广东电网有限责任公司 A field audit auxiliary method, device, equipment and medium based on knowledge graph

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