CN114092223A - Quota determining method, device, equipment and storage medium - Google Patents
Quota determining method, device, equipment and storage medium Download PDFInfo
- Publication number
- CN114092223A CN114092223A CN202111362195.0A CN202111362195A CN114092223A CN 114092223 A CN114092223 A CN 114092223A CN 202111362195 A CN202111362195 A CN 202111362195A CN 114092223 A CN114092223 A CN 114092223A
- Authority
- CN
- China
- Prior art keywords
- target
- data
- quota
- enterprise
- micro
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 59
- 238000003860 storage Methods 0.000 title claims abstract description 33
- 238000012216 screening Methods 0.000 claims abstract description 4
- 238000004458 analytical method Methods 0.000 claims description 37
- 238000006243 chemical reaction Methods 0.000 claims description 35
- 238000011156 evaluation Methods 0.000 claims description 26
- 238000012795 verification Methods 0.000 claims description 14
- 238000004590 computer program Methods 0.000 claims description 9
- 238000004364 calculation method Methods 0.000 description 18
- 230000006870 function Effects 0.000 description 12
- 238000010586 diagram Methods 0.000 description 11
- 230000008569 process Effects 0.000 description 10
- 230000003287 optical effect Effects 0.000 description 8
- 238000013475 authorization Methods 0.000 description 5
- 230000006399 behavior Effects 0.000 description 4
- 238000004891 communication Methods 0.000 description 4
- 238000004519 manufacturing process Methods 0.000 description 4
- 238000003491 array Methods 0.000 description 3
- 230000007613 environmental effect Effects 0.000 description 3
- 238000005259 measurement Methods 0.000 description 3
- 230000002093 peripheral effect Effects 0.000 description 3
- 238000012545 processing Methods 0.000 description 3
- 238000007405 data analysis Methods 0.000 description 2
- 238000011161 development Methods 0.000 description 2
- 239000013307 optical fiber Substances 0.000 description 2
- 238000007781 pre-processing Methods 0.000 description 2
- 230000000644 propagated effect Effects 0.000 description 2
- 239000004065 semiconductor Substances 0.000 description 2
- 230000001133 acceleration Effects 0.000 description 1
- 238000012098 association analyses Methods 0.000 description 1
- 230000003542 behavioural effect Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000012790 confirmation Methods 0.000 description 1
- 238000009826 distribution Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 239000000835 fiber Substances 0.000 description 1
- 230000008570 general process Effects 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 238000002360 preparation method Methods 0.000 description 1
- 238000012827 research and development Methods 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 238000012549 training Methods 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
- 230000009466 transformation Effects 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
- G06Q40/03—Credit; Loans; Processing thereof
Landscapes
- Business, Economics & Management (AREA)
- Accounting & Taxation (AREA)
- Finance (AREA)
- Engineering & Computer Science (AREA)
- Development Economics (AREA)
- Economics (AREA)
- Marketing (AREA)
- Strategic Management (AREA)
- Technology Law (AREA)
- Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Description
技术领域technical field
本发明实施例涉及普惠金融领域,尤其涉及一种额度确定方法、装置、设备及存储介质。Embodiments of the present invention relate to the field of inclusive finance, and in particular, to a method, apparatus, device, and storage medium for determining a quota.
背景技术Background technique
小微企业易受外部经济环境变化和个人投资管理经验不足的影响,传统的以金融行业产品研发为基础,面向大中型企业的产品服务模式并不能有效评估小微企业的实际价值,近年来小微企业的经营不良和违约率呈逐年升高的趋势,这给普惠金融的开展带来了巨大的挑战。Small and micro enterprises are easily affected by changes in the external economic environment and lack of personal investment management experience. The traditional product and service model based on product research and development in the financial industry and oriented towards large and medium-sized enterprises cannot effectively evaluate the actual value of small and micro enterprises. The poor operation and default rate of micro-enterprises are increasing year by year, which brings huge challenges to the development of inclusive finance.
在此背景下,迫切需要寻找适合小微企业价值评估的模式,而以数据体现价值理念,立足于对个人以及所属小微企业的大数据分析和数据建模,客观评价,完成小微企业价值测算则是一个新的模式。In this context, it is urgent to find a model suitable for the value evaluation of small and micro enterprises, and to reflect the value concept with data, based on the big data analysis and data modeling of individuals and their small and micro enterprises, objective evaluation, and complete the value of small and micro enterprises Calculation is a new model.
发明内容SUMMARY OF THE INVENTION
本发明实施例提供一种额度确定方法、装置、设备及存储介质,以实现根据额度申请,对数据库中的小微企业进行筛选,确定小微企业对应的目标额度。Embodiments of the present invention provide a method, device, device, and storage medium for determining a quota, so as to screen small and micro enterprises in a database according to quota application, and determine a target quota corresponding to the small and micro enterprises.
第一方面,本发明实施例提供了一种额度确定方法,包括:In a first aspect, an embodiment of the present invention provides a method for determining a quota, including:
当接收到额度申请时,获取额度申请携带的目标小微企业标识;When receiving a quota application, obtain the target small and micro enterprise logo carried in the quota application;
根据所述目标小微企业标识从数据库中筛选出至少一个目标集合;Filter out at least one target set from the database according to the target small and micro enterprise identifier;
根据所述至少一个目标集合确定所述目标小微企业对应的目标额度。The target quota corresponding to the target small and micro enterprise is determined according to the at least one target set.
第二方面,本发明实施例还提供了一种额度确定装置,该装置包括:In a second aspect, an embodiment of the present invention further provides an apparatus for determining a quota, the apparatus comprising:
获取模块,用于当接收到额度申请时,获取额度申请携带的目标小微企业标识;The acquiring module is used to acquire the target small and micro enterprise identifier carried in the quota application when the quota application is received;
筛选模块,用于根据所述目标小微企业标识从数据库中筛选出至少一个目标集合;a screening module, configured to screen out at least one target set from the database according to the target small and micro enterprise identifier;
确定模块,用于根据所述至少一个目标集合确定所述目标小微企业对应的目标额度。A determination module, configured to determine the target quota corresponding to the target small and micro enterprise according to the at least one target set.
第三方面,本发明实施例还提供了一种电子设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,所述处理器执行所述程序时实现如本发明实施例中任一所述的额度确定方法。In a third aspect, an embodiment of the present invention further provides an electronic device, including a memory, a processor, and a computer program stored in the memory and running on the processor, the processor implementing the program as described in the present invention when the processor executes the program The quota determination method described in any one of the embodiments.
第四方面,本发明实施例还提供了一种计算机可读存储介质,其上存储有计算机程序,该程序被处理器执行时实现如本发明实施例中任一所述的额度确定方法。In a fourth aspect, an embodiment of the present invention further provides a computer-readable storage medium on which a computer program is stored, and when the program is executed by a processor, implements the quota determination method according to any one of the embodiments of the present invention.
本发明实施例根据额度申请,对数据库中的小微企业进行筛选,确定小微企业对应的目标额度。In the embodiment of the present invention, the small and micro enterprises in the database are screened according to the quota application, and the target quota corresponding to the small and micro enterprises is determined.
附图说明Description of drawings
为了更清楚地说明本发明实施例的技术方案,下面将对实施例中所需要使用的附图作简单地介绍,应当理解,以下附图仅示出了本发明的某些实施例,因此不应被看作是对范围的限定,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他相关的附图。In order to illustrate the technical solutions of the embodiments of the present invention more clearly, the following briefly introduces the accompanying drawings used in the embodiments. It should be understood that the following drawings only show some embodiments of the present invention, and therefore do not It should be regarded as a limitation of the scope, and for those of ordinary skill in the art, other related drawings can also be obtained according to these drawings without any creative effort.
图1是本发明实施例一提供的一种额度确定方法的流程图;1 is a flowchart of a method for determining a quota provided by Embodiment 1 of the present invention;
图2是本发明实施例一提供的数据库预处理中数据价值评估的流程图;2 is a flowchart of data value assessment in database preprocessing provided by Embodiment 1 of the present invention;
图3是本发明实施例一提供的一种额度确定方法中额度测算模型建立的流程图;3 is a flow chart of establishing a quota calculation model in a quota determination method provided in Embodiment 1 of the present invention;
图4是本发明实施例一提供的一种额度确定方法中生成用户额度的流程图;4 is a flowchart of generating a user quota in a quota determination method provided in Embodiment 1 of the present invention;
图5是本发明实施例一提供的一种额度确定方法的惠普金融额度测算平台的工作流程图;Fig. 5 is the working flow chart of the HP financial quota calculation platform of a quota determination method provided in Embodiment 1 of the present invention;
图6是本发明实施例二提供的一种额度确定装置的结构示意图;6 is a schematic structural diagram of a quota determination device provided in Embodiment 2 of the present invention;
图7是本发明实施例三提供的一种电子设备的结构示意图;7 is a schematic structural diagram of an electronic device according to Embodiment 3 of the present invention;
图8是本发明实施例四提供的一种包含计算机程序的计算机可读存储介质的结构示意图。FIG. 8 is a schematic structural diagram of a computer-readable storage medium including a computer program according to Embodiment 4 of the present invention.
具体实施方式Detailed ways
下面结合附图和实施例对本发明作进一步的详细说明。可以理解的是,此处所描述的具体实施例仅仅用于解释本发明,而非对本发明的限定。另外还需要说明的是,为了便于描述,附图中仅示出了与本发明相关的部分而非全部结构。此外,在不冲突的情况下,本发明中的实施例及实施例中的特征可以相互组合。The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention. In addition, it should be noted that, for the convenience of description, the drawings only show some but not all structures related to the present invention. Furthermore, the embodiments of the invention and the features of the embodiments may be combined with each other without conflict.
在更加详细地讨论示例性实施例之前应当提到的是,一些示例性实施例被描述成作为流程图描绘的处理或方法。虽然流程图将各项操作(或步骤)描述成顺序的处理,但是其中的许多操作可以被并行地、并发地或者同时实施。此外,各项操作的顺序可以被重新安排。当其操作完成时所述处理可以被终止,但是还可以具有未包括在附图中的附加步骤。所述处理可以对应于方法、函数、规程、子例程、子程序等等。此外,在不冲突的情况下,本发明中的实施例及实施例中的特征可以相互组合。Before discussing the exemplary embodiments in greater detail, it should be mentioned that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although a flowchart depicts various operations (or steps) as a sequential process, many of the operations may be performed in parallel, concurrently, or concurrently. Additionally, the order of operations can be rearranged. The process may be terminated when its operation is complete, but may also have additional steps not included in the figures. The processes may correspond to methods, functions, procedures, subroutines, subroutines, and the like. Furthermore, the embodiments of the invention and the features of the embodiments may be combined with each other without conflict.
本发明使用的术语“包括”及其变形是开放性包括,即“包括但不限于”。术语“基于”是“至少部分地基于”。术语“一个实施例”表示“至少一个实施例”。The term "including" and its variants used in the present invention are open to include, ie, "including but not limited to". The term "based on" is "based at least in part on." The term "one embodiment" means "at least one embodiment."
应注意到:相似的标号和字母在下面的附图中表示类似项,因此,一旦某一项在一个附图中被定义,则在随后的附图中不需要对其进行进一步定义和解释。同时,在本发明的描述中,术语“第一”、“第二”等仅用于区分描述,而不能理解为指示或暗示相对重要性。It should be noted that like numerals and letters refer to like items in the following figures, so once an item is defined in one figure, it does not require further definition and explanation in subsequent figures. Meanwhile, in the description of the present invention, the terms "first", "second", etc. are only used to distinguish the description, and cannot be understood as indicating or implying relative importance.
在对下述属性信息进行存储和/或处理时,符合国家法律法规的相关规定。The storage and/or processing of the following attribute information shall comply with the relevant provisions of national laws and regulations.
实施例一Example 1
图1是本发明实施例一提供的一种额度确定方法的流程图,本实施例可适用于额度确定的情况,该方法可以由本发明实施例中的额度确定装置来执行,该装置可采用软件和/或硬件的方式实现,如图1所示,该方法具体包括如下步骤:FIG. 1 is a flowchart of a method for determining a quota provided by Embodiment 1 of the present invention. This embodiment is applicable to the situation of determining quotas. The method can be executed by the quota determining device in the embodiment of the present invention, and the device can use software And/or hardware implementation, as shown in Figure 1, the method specifically includes the following steps:
S101、当接收到额度申请时,获取额度申请携带的目标小微企业标识。S101. When a quota application is received, obtain the target small and micro enterprise identifier carried in the quota application.
在本实施例中,额度申请可以理解为由用户在平台上向租户发起的贷款额度的申请。其中,用户指的是小微企业(小微企业是小型企业、微型企业、家庭作坊式企业和个体工商户的统称),租户指的是金融机构,平台指的是普惠业务数据价值评估平台,用以支持租户、用户提供数据接入、数据价值评估和额度测算服务。In this embodiment, the quota application can be understood as an application for a loan quota initiated by the user to the tenant on the platform. Among them, users refer to small and micro enterprises (small and micro enterprises are collectively referred to as small enterprises, micro enterprises, family workshop enterprises and individual industrial and commercial households), tenants refer to financial institutions, and platforms refer to the inclusive business data value evaluation platform , to support tenants and users to provide data access, data value assessment and quota calculation services.
需要说明的是,目标小微企业标识可以理解为用户发起的额度申请所携带的小微企业的企业信息,例如可以是小微企业的企业名称、统一社会信用代码和法人身份信息等信息。It should be noted that the target small and micro enterprise identifier can be understood as the enterprise information of the small and micro enterprise carried in the quota application initiated by the user, such as the enterprise name of the small and micro enterprise, unified social credit code and legal person identity information and other information.
S102、根据目标小微企业标识从数据库中筛选出至少一个目标集合。S102. Screen out at least one target set from the database according to the target small and micro enterprise identifier.
在本实施例中,数据库可以理解为已有的多个小微企业包含的数据信息所形成的数据库。数据库中的小微企业可以按企业标识进行分类存储,可以根据小微企业标识从数据库中筛选满足需求的小微企业。In this embodiment, the database can be understood as a database formed by data information contained in a plurality of existing small and micro enterprises. The small and micro enterprises in the database can be classified and stored according to the enterprise ID, and the small and micro enterprises that meet the needs can be screened from the database according to the small and micro enterprise ID.
具体的,目标集合指的是至少一个从数据库中筛选出的符合目标小微企业标识的小微企业所形成的集合。Specifically, the target set refers to a set formed by at least one small and micro enterprise that is screened from the database and conforms to the identification of the target small and micro enterprise.
数据库中将所有数据分为了三类:企业主、小微企业和外部环境。进一步的,将企业主、小微企业和外部环境分成了多个集合,集合包括教育与培训、基本信息、注册、企业经营、宏观经济和地图等。其中,每个集合都对应有具体数据以及数据关联属性。例如,企业主分类里的“房产车产”集合,对应有数据“不动产估值、车辆估值”,数据“不动产估值、车辆估值”的数据关联属性为“身份证、房屋登记号、车辆牌照”。All data in the database is divided into three categories: business owners, small and micro businesses, and the external environment. Further, business owners, small and micro enterprises, and the external environment are divided into multiple sets, including education and training, basic information, registration, business operations, macroeconomics, and maps. Among them, each set corresponds to specific data and data-related attributes. For example, the "real estate and vehicle property" collection in the business owner classification corresponds to the data "real estate valuation, vehicle valuation", and the data associated attributes of the data "real estate valuation, vehicle valuation" are "ID card, house registration number, vehicle license plate".
S103、根据至少一个目标集合确定目标小微企业对应的目标额度。S103. Determine a target quota corresponding to the target small and micro enterprise according to at least one target set.
其中,目标额度指的是目标小微企业对应的目标集合中满足目标小微企业标识的小微企业的申请额度。Among them, the target quota refers to the application quota of the small and micro enterprises that meet the identification of the target small and micro enterprises in the target set corresponding to the target small and micro enterprises.
本实施例的技术方案,能够根据额度申请,对数据库中的小微企业进行筛选,确定小微企业对应的目标额度。The technical solution of this embodiment can screen the small and micro enterprises in the database according to the quota application, and determine the target quota corresponding to the small and micro enterprises.
可选的,根据至少一个目标集合确定目标小微企业对应的目标额度包括:Optionally, determining the target quota corresponding to the target small and micro enterprise according to at least one target set includes:
获取每一个目标集合对应的属性信息。Get the attribute information corresponding to each target set.
具体的,属性信息指的是数据关联属性栏中的信息。例如集合“学籍与学历”对应的属性信息为“身份证、姓名”。Specifically, the attribute information refers to the information in the data association attribute column. For example, the attribute information corresponding to the set "student status and education background" is "ID card, name".
根据属性信息确定每一个目标集合对应的转换规则。The conversion rule corresponding to each target set is determined according to the attribute information.
在本实施例中,转换规则可以理解为将集合转换为具体的计算方法的规则。例如,房产对应的转换规则可以为房产面积(单位为平方米)×每平方米单价。具体的,在实际操作过程中,使用平台的各租户可以根据数据设置独立的数据价值转换模型。In this embodiment, the conversion rule can be understood as a rule for converting a set into a specific calculation method. For example, the conversion rule corresponding to the real estate may be the area of the real estate (unit is square meters) × the unit price per square meter. Specifically, in the actual operation process, each tenant using the platform can set an independent data value conversion model according to the data.
根据每一个目标集合和每一个目标集合对应的转换规则确定每一个目标集合对应的评估价值。The evaluation value corresponding to each target set is determined according to each target set and the conversion rule corresponding to each target set.
需要说明的是,评估价值指的是按照数据库的业务分类,明确价值数据、风险数据、区域及行业数据,并按不同分类的数据直接评估数据价值,价值类型包括正向或负向。It should be noted that evaluating the value refers to identifying the value data, risk data, regional and industry data according to the business classification of the database, and directly evaluating the data value according to the data of different classifications. The value type includes positive or negative.
示例性的,在实际操作过程中,数据价值转换需在数据分析的基础上,完成数据分类、数据价值评估、数据关联分析。数据分类对应数据库的数据依赖分析结果,识别标签来自数据主键定义,评估规则、价值类型由数据分析人员确定。租户标志分为平台级共享数据和各租户专有数据,租户在平台级数据的基础上自定义各数据价值评估结果,参与各租户的数据。Exemplarily, in the actual operation process, data value conversion needs to complete data classification, data value evaluation, and data association analysis on the basis of data analysis. The data classification corresponds to the data dependency analysis result of the database, the identification label comes from the data primary key definition, and the evaluation rules and value types are determined by the data analyst. Tenant signs are divided into platform-level shared data and tenant-specific data. Tenants can customize the value evaluation results of each data on the basis of platform-level data and participate in the data of each tenant.
数据价值转换模型如表1所示。The data value conversion model is shown in Table 1.
表1Table 1
表2-7为5个数据价值转换结果的举例。Table 2-7 is an example of five data value conversion results.
税务数据进行数据价值转换的结果如表2所示。The results of data value conversion of tax data are shown in Table 2.
表2Table 2
诉讼数据进行数据价值转换的结果如表3所示。The results of data value conversion of litigation data are shown in Table 3.
表3table 3
房产数据进行数据价值转换的结果如表4所示。The results of data value conversion of real estate data are shown in Table 4.
表4Table 4
车产数据进行数据价值转换的结果如表5所示。The results of data value conversion of vehicle production data are shown in Table 5.
表5table 5
行为数据进行数据价值转换的结果如表6所示。The results of data value conversion of behavioral data are shown in Table 6.
表6Table 6
工商基本信息进行数据价值转换的结果如表7所示。The results of data value conversion of basic business information are shown in Table 7.
表7Table 7
根据每一个目标集合对应的评估价值、每一个目标集合对应的权重和风险调节系数确定目标小微企业对应的目标额度。The target quota corresponding to the target small and micro enterprises is determined according to the evaluation value corresponding to each target set, the weight corresponding to each target set and the risk adjustment coefficient.
在本实施例中,为了满足下一步综合额度测算的要求,各类数据必须包括个人和企业识别标签,按统一标准设置的权重信息。In this embodiment, in order to meet the requirements of the comprehensive quota calculation in the next step, various types of data must include individual and enterprise identification labels, and weight information set according to a unified standard.
具体的,风险调节系数可以是人为设定的,或者可以是现有技术中较常用的用来调节风险程度的具体的数值,本实施例对此不进行限定。Specifically, the risk adjustment coefficient may be set manually, or may be a specific numerical value commonly used in the prior art to adjust the risk degree, which is not limited in this embodiment.
可选的,在获取额度申请携带的目标小微企业标识之前,还包括:Optionally, before obtaining the target small and micro enterprise logo carried in the quota application, it also includes:
获取至少两个小微企业对应的第一数据。Obtain the first data corresponding to at least two small and micro enterprises.
需要解释的是,第一数据可以是小微企业对应的个人、企业或环境信息。例如可以是企业主的教育信息、企业的经营行为或环境的宏观地方。It should be explained that the first data may be personal, enterprise or environmental information corresponding to the small and micro enterprises. For example, it can be the educational information of the business owner, the business behavior of the business, or the macro location of the environment.
根据企业主节点、企业节点和外部环境节点对第一数据进行分类,得到至少三个第一集合。Classify the first data according to the main enterprise node, the enterprise node and the external environment node to obtain at least three first sets.
需要说明的是,企业主节点反映企业主在与小微企业成长过程中,必须经历的多个里程碑阶段,企业节点按照小微企业生产经营的通用过程来定义,外部环境节点根据小微企业所处的环境主题来定义。It should be noted that the main node of the enterprise reflects the multiple milestone stages that the business owner must go through in the process of growing with small and micro enterprises. The enterprise node is defined according to the general process of production and operation of small and micro enterprises, and the external environment node is defined according to the requirements of the small and micro enterprises. Defined by the environmental theme at the location.
在本实施例中,第一集合可以理解为将小微企业对应的第一数据按照企业主节点、企业节点和外部环境节点进行分类后得到的集合。将第一数据按照三个节点进行分类,分类后每个节点至少对应一个集合,因此至少有三个第一集合。In this embodiment, the first set may be understood as a set obtained by classifying the first data corresponding to the small and micro enterprises according to the main enterprise node, the enterprise node and the external environment node. The first data is classified according to three nodes, and after classification, each node corresponds to at least one set, so there are at least three first sets.
示例性的,在实际操作过程中,小微企业存续期内,其生产经营活动受个人、企业和环境三大业务主题影响,个人主题涵盖企业主基本识别、教育、消费、医疗、行为、财产和风险等;企业主题包括企业识别、经营行为、财产、企业行为、企业关联和风险等;环境主题则提供宏观地方及行业经济分析等,这些业务形成小微企业运转的完整闭环。小微企业对应的具体数据可以如表8所示。Exemplarily, in the actual operation process, during the existence of small and micro enterprises, their production and operation activities are affected by three major business themes: individuals, enterprises and the environment. Personal themes cover basic identification of business owners, education, consumption, medical care, behavior, property and risks; corporate topics include corporate identification, business behavior, property, corporate behavior, corporate associations and risks; environmental topics provide macro-local and industry economic analysis, etc. These businesses form a complete closed loop for the operation of small and micro enterprises. The specific data corresponding to small and micro enterprises can be shown in Table 8.
表8Table 8
对每个第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息。The data in each first set is analyzed to obtain enterprise identification information corresponding to the data in each first set.
可以知道的是,企业标识信息指的是企业的名称、统一社会信用代码和法人身份证等具有标识作用的信息。It can be known that the enterprise identification information refers to the identification information such as the name of the enterprise, the unified social credit code and the legal person ID card.
将每个第一集合中的数据与数据对应的企业标识信息关联存储。The data in each first set is stored in association with the enterprise identification information corresponding to the data.
具体的,关联存储可以理解为将每个第一集合中的数据与数据对应的企业标识信息建立关系并存储。两者之间产生联系,使得查找第一集合中的数据时可以直接关联到与该数据对应的企业标识信息。Specifically, associative storage can be understood as establishing and storing the relationship between the data in each first set and the enterprise identification information corresponding to the data. A connection is generated between the two, so that when searching for the data in the first set, the enterprise identification information corresponding to the data can be directly associated.
可选的,对每个第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息包括:Optionally, analyze the data in each first set, and obtain enterprise identification information corresponding to the data in each first set, including:
若第一集合为非价值分析集合,则对第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息。If the first set is a non-value analysis set, the data in the first set is analyzed to obtain enterprise identification information corresponding to the data in each first set.
需要说明的是,非价值分析集合指的是不需要进行价值分析的集合。例如,非价值分析集合可以是企业主的基本信息集合(企业主的基本信息例如可以是企业主的姓名、身份证号和家庭信息)和小微企业的注册集合(小微企业的注册信息例如可以是注册年份和注册地等信息)等集合。It should be noted that the non-value analysis set refers to the set that does not require value analysis. For example, the non-value analysis set can be the basic information set of the business owner (for example, the basic information of the business owner can be the business owner's name, ID number and family information) and the registration set of small and micro enterprises (the registration information of small and micro enterprises such as It can be a collection of information such as registration year and registration place).
若第一集合为价值分析集合,则对第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息,并获取第一集合对应的转换规则。If the first set is a value analysis set, the data in the first set is analyzed to obtain enterprise identification information corresponding to the data in each first set, and the conversion rules corresponding to the first set are obtained.
需要说明的是,价值分析集合指的是需要进行价值分析的集合。例如,价值分析集合可以是企业主的房产车产集合和小微企业的企业价值集合等集合。It should be noted that the value analysis set refers to the set for which value analysis needs to be performed. For example, the value analysis set may be a set of real estate and automobile production of business owners, a set of enterprise value of small and micro enterprises, and the like.
可选的,若第一集合为价值分析集合,则对第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息,并获取第一集合对应的转换规则,包括:Optionally, if the first set is a value analysis set, analyze the data in the first set, obtain enterprise identification information corresponding to the data in each first set, and obtain the conversion rules corresponding to the first set, including: :
若第一集合为价值分析集合,则对第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息。If the first set is a value analysis set, the data in the first set is analyzed to obtain enterprise identification information corresponding to the data in each first set.
获取第一集合的属性信息。Get the attribute information of the first set.
根据第一集合的属性信息确定第一集合对应的转换规则。The conversion rule corresponding to the first set is determined according to the attribute information of the first set.
可选的,在若第一集合为非价值分析集合,则对第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息包括:Optionally, if the first set is a non-value analysis set, the data in the first set is analyzed, and the enterprise identification information corresponding to the data in each first set is obtained, including:
若所述第一集合中的数据为企业主基本信息和/或企业注册信息,则确定第一集合为非价值分析集合,对第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息。If the data in the first set is the basic information of the business owner and/or the company registration information, the first set is determined to be a non-value analysis set, and the data in the first set is analyzed to obtain the data in each first set. The enterprise identification information corresponding to the data.
其中,企业主基本信息指的是企业主的身份证、手机号、家庭信息。企业注册信息指的是小微企业的工商注册信息。Among them, the basic information of the business owner refers to the business owner's ID card, mobile phone number, and family information. Enterprise registration information refers to the industrial and commercial registration information of small and micro enterprises.
图2是本发明实施例一提供的数据库预处理中数据价值评估的流程图,在步骤S101中在获取额度申请携带的目标小微企业标识之前对S102中的数据库进行数据价值评估预处理,如图2所示,该方法具体包括如下操作:FIG. 2 is a flowchart of data value evaluation in database preprocessing provided by Embodiment 1 of the present invention. In step S101, before obtaining the target small and micro enterprise identifier carried in the quota application, the database in S102 is preprocessed for data value evaluation, as shown in FIG. As shown in Figure 2, the method specifically includes the following operations:
从数据库中获取至少两个小微企业对应的第一数据;根据企业主节点、企业节点和外部环境节点对所述第一数据进行分类,得到至少三个第一集合;判断每个第一集合是否涉及价值分析。Obtain the first data corresponding to at least two small and micro enterprises from the database; classify the first data according to the main node of the enterprise, the enterprise node and the external environment node to obtain at least three first sets; judge each first set Whether value analysis is involved.
若第一集合不涉及价值分析,则该第一集合为非价值分析集合,对该第一集合中的数据进行分析,分析数据主键(即集合中的数据对应的企业标识信息),分析与其他数据关联规则,完成其他数据建模。例如,分析第一集合中的数据A的数据主键后得到的企业标识信息为公司A,则将数据A与公司A进行关联存储;分析第一集合中的数据B的数据主键后得到的企业标识信息为公司B,则将数据B与公司B进行关联存储。If the first set does not involve value analysis, the first set is a non-value analysis set, the data in the first set is analyzed, the data primary key (ie the enterprise identification information corresponding to the data in the set) is analyzed, and other Data association rules, complete other data modeling. For example, if the enterprise identification information obtained after analyzing the data primary key of data A in the first set is company A, the data A and company A are stored in association; the enterprise identification information obtained after analyzing the data primary key of data B in the first set If the information is company B, data B and company B are stored in association.
若第一集合涉及价值分析,则该第一集合为价值分析集合,对该第一集合中的数据进行分析,分析数据主键,得到集合中的数据对应的企业标识信息,与此同时,获取该第一集合的属性信息,根据该第一集合的属性信息确定该第一集合对应的转换规则,分析转换规则,最后,生成数据价值转换结果。例如,分析第一集合中的数据A的数据主键后得到的企业标识信息为公司A,则将数据A与公司A进行关联存储,与此同时,获取该第一集合的属性信息可以为房产评估,则确定房产评估对应的转换规则,转换规则例如可以是房产面积(单位为平方米)×每平方米单价,最后,生成该第一集合进行数据价值转换后对应的转换结果。If the first set involves value analysis, the first set is a value analysis set, and the data in the first set is analyzed, the primary key of the data is analyzed, and the enterprise identification information corresponding to the data in the set is obtained. For the attribute information of the first set, the conversion rule corresponding to the first set is determined according to the attribute information of the first set, the conversion rule is analyzed, and finally, a data value conversion result is generated. For example, if the enterprise identification information obtained after analyzing the data primary key of data A in the first set is company A, then the data A and company A are stored in association, and at the same time, obtaining the attribute information of the first set can be used for real estate evaluation , the conversion rule corresponding to the real estate evaluation is determined. The conversion rule may be, for example, the area of the real estate (unit: square meters) × the unit price per square meter, and finally, the corresponding conversion result after the data value conversion of the first set is generated.
可选的,根据每一个目标集合对应的评估价值、每一个目标集合对应的权重和风险调节系数确定目标小微企业对应的目标额度,包括:Optionally, the target quota corresponding to the target small and micro enterprises is determined according to the evaluation value corresponding to each target set, the weight corresponding to each target set, and the risk adjustment coefficient, including:
基于如下公式计算得到目标额度:The target amount is calculated based on the following formula:
其中,1>j>0,Vn为目标集合对应的评估价值,Wn为目标集合对应的权重,K为目标集合的数量,j为风险调节系数。in, 1>j>0, V n is the evaluation value corresponding to the target set, W n is the weight corresponding to the target set, K is the number of target sets, and j is the risk adjustment coefficient.
需要说明的是,n为当前进行计算的集合,目标集合对应的权重按统一标准设置,风险调节系数可以是人为设定的,或者可以是现有技术中较常用的用来调节风险程度的具体的数值,本实施例对此不进行限定。It should be noted that n is the set currently being calculated, the weight corresponding to the target set is set according to a unified standard, and the risk adjustment coefficient can be set manually, or it can be a specific method commonly used in the prior art to adjust the risk degree. , which is not limited in this embodiment.
在实际操作过程中,平台为租户提供测算模型配置功能,在线选择价值数据集合,设置价值数据权重,通过识别标签和数据关联方法,目标集合对应的评估价值Vn可精确定位到个人和企业个体。In the actual operation process, the platform provides tenants with the function of configuring measurement models, selects value data sets online, and sets value data weights. Through identification tags and data association methods, the assessed value Vn corresponding to the target set can be precisely located to individuals and enterprises. .
图3是本发明实施例一提供的一种额度确定方法中额度测算模型建立的流程图,可适用于本实施例额度确定方法中目标额度计算的情况,该方法可以由本发明实施例中的额度确定装置来执行,该装置可采用软件和/或硬件的方式实现,如图3所示,额度测算模型的建立具体包括如下操作:3 is a flow chart of establishing a quota calculation model in a quota determination method provided in Embodiment 1 of the present invention, which is applicable to the calculation of target quotas in the quota determination method of this embodiment. Determine the device to execute, and the device can be implemented in software and/or hardware. As shown in Figure 3, the establishment of the quota measurement model specifically includes the following operations:
首先,选取价值数据集合(即上述目标集合对应的评估价值Vn)。其次,配置价值权重(即上述目标集合对应的权重Wn)、数据集合关联规则(即上述目标集合对应关联存储的企业标识信息)和风险调节系数(即上述风险调节系数j)。最后,验证模型。First, a value data set (ie, the evaluation value V n corresponding to the above target set) is selected. Next, configure the value weight (ie the weight W n corresponding to the target set), the data set association rule (ie the enterprise identification information stored in association with the target set) and the risk adjustment coefficient (ie the risk adjustment coefficient j). Finally, validate the model.
可选的,当接收到额度申请时,获取额度申请携带的目标小微企业标识包括:Optionally, when a quota application is received, the target small and micro enterprise identifiers carried in the quota application include:
获取用户输入的身份信息。Get the identity information entered by the user.
示例性的,身份信息可以是用户的姓名和身份证号等能证明用户身份的个人信息。Exemplarily, the identity information may be personal information that can prove the identity of the user, such as the user's name and ID number.
根据身份信息进行身份核验。Perform identity verification based on identity information.
其中,身份核验指的是对用户输入的身份信息进行审核检验,验证用户输入的身份信息是否正确,例如用户的姓名和身份证号是否匹配。The identity verification refers to auditing and checking the identity information input by the user to verify whether the identity information input by the user is correct, such as whether the user's name and ID number match.
若身份核验通过,则当接收到额度申请时,获取额度申请携带的目标小微企业标识。If the identity verification is passed, when the quota application is received, the target small and micro enterprise identifier carried in the quota application is obtained.
在实际操作过程中,用户在平台申请额度前,签署数据使用授权协议,通过用户身份核验后,平台运算各租户已配置的额度测算模型,并将商机推送租户。In the actual operation process, users sign a data use authorization agreement before applying for a quota on the platform. After passing the user identity verification, the platform calculates the quota calculation model configured by each tenant, and pushes business opportunities to the tenants.
图4是本发明实施例一提供的一种额度确定方法中生成用户额度的流程图,可适用于本实施例额度确定方法中生成用户额度的情况,该方法可以由本发明实施例中的额度确定装置来执行,该装置可采用软件和/或硬件的方式实现,如图4所示,生成用户额度具体包括如下操作:FIG. 4 is a flowchart of generating a user quota in a quota determination method provided in Embodiment 1 of the present invention, which is applicable to the situation in which a user quota is generated in the quota determination method of this embodiment, and the method can be determined by the quota in this embodiment of the present invention. The device can be implemented by means of software and/or hardware. As shown in FIG. 4 , generating a user quota specifically includes the following operations:
获取用户输入的身份信息,根据身份信息进行身份核验,若身份核验通过,平台则运算租户已配置的额度测算模型,选取符合条件的金融企业租户,生成并展示租户额度,将商机推送给用户。Obtain the identity information entered by the user, and perform identity verification based on the identity information. If the identity verification is passed, the platform calculates the quota calculation model configured by the tenant, selects qualified financial enterprise tenants, generates and displays the tenant quota, and pushes business opportunities to users.
可选的,在根据至少一个目标集合确定目标小微企业对应的目标额度之后,还包括:Optionally, after determining the target quota corresponding to the target small and micro enterprise according to at least one target set, the method further includes:
显示目标额度。Displays the target amount.
在接收到申请额度发放请求后,根据目标额度进行额度发放。After receiving the application quota issuance request, the quota is issued according to the target quota.
其中,申请额度发放请求可以是由用户在平台上申请的,额度发放可以是由平台对用户进行发放。Wherein, the request for applying for quota issuance may be applied by the user on the platform, and the quota issuance may be issued by the platform to the user.
作为本实施例的一示例性描述,图5是本发明实施例一提供的一种额度确定方法的惠普金融额度测算平台的工作流程图,普惠业务数据价值评估平台选取具有市场公信力的数据源,在用户、平台、金融企业、数据供应商多方协议框架下,展开额度测算业务。如图5所示,惠普金融额度测算平台的工作流程具体包括:As an exemplary description of this embodiment, FIG. 5 is a working flow chart of the HP financial quota calculation platform of a quota determination method provided in Embodiment 1 of the present invention. The inclusive business data value evaluation platform selects data sources with market credibility , Under the framework of multi-party agreements between users, platforms, financial enterprises, and data suppliers, the quota measurement business is carried out. As shown in Figure 5, the workflow of the HP Financial Quota Calculation Platform specifically includes:
签约阶段:用户注册并发起授权,金融企业和数据供应商与平台签约,额度测算平台生成授权书。Signing stage: users register and initiate authorization, financial enterprises and data providers sign contracts with the platform, and the quota calculation platform generates an authorization letter.
参数及数据准备阶段:用户填写问卷调查(因本发明实施例中额度测算模型使用的数据类型多,按照民法典中个人信息保护要求,额度计算前须得到用户授权,用户授权信息可以调整和更新),数据供应商准备数据,通过平台的数据接口将数据传送给金融企业,金融企业根据数据进行价值数据分析并创建额度测算模型。Parameter and data preparation stage: the user fills in a questionnaire (because the quota calculation model in the embodiment of the present invention uses many data types, according to the personal information protection requirements in the Civil Code, the user authorization must be obtained before the quota calculation, and the user authorization information can be adjusted and updated. ), the data supplier prepares the data and transmits the data to the financial enterprise through the data interface of the platform. The financial enterprise analyzes the value data and creates a quota calculation model according to the data.
额度计算阶段:用户填写问卷调查后即用户发起了额度申请,金融企业根据用户发起的额度申请进行额度计算,额度计算后企业内部对额度进行验证(线下),并根据企业内部作业规范对额度进行人为的调整。Quota calculation stage: After the user fills in the questionnaire, the user initiates a quota application, and the financial enterprise calculates the quota according to the quota application initiated by the user. Make artificial adjustments.
额度确认阶段:金融企业对额度进行计算、验证并调整后,将额度信息反馈给用户,用户查看额度。Quota confirmation stage: After the financial enterprise calculates, verifies and adjusts the quota, it feeds back the quota information to the user, and the user can check the quota.
额度发放阶段:用户确认额度后申请额度发放,金融企业进行额度发放,额度测算平台收集贷后情况反馈。Quota issuance stage: After the user confirms the quota, he applies for quota issuance, the financial enterprise issues the quota, and the quota calculation platform collects the feedback on the post-loan situation.
本发明实施例的技术方案基于大数据技术,融合用户及企业各类数据,首次将业务闭环分析方法和数据额度转换模型融合使用,为小微企业提供了有市场公信力的额度测算服务,为小微企业融资创新了新的机制。The technical solution of the embodiment of the present invention is based on big data technology, integrates various data of users and enterprises, and integrates the business closed-loop analysis method and the data quota conversion model for the first time. Micro-enterprise financing has innovated new mechanisms.
实施例二Embodiment 2
图6是本发明实施例二提供的一种额度确定装置的结构示意图。本实施例可适用于额度确定的情况,该装置可采用软件和/或硬件的方式实现,该装置可集成在任何提供额度确定的功能的设备中,如图6所示,所述额度确定装置具体包括:获取模块210、筛选模块220和确定模块230。FIG. 6 is a schematic structural diagram of an apparatus for determining a quota according to Embodiment 2 of the present invention. This embodiment can be applied to the situation of quota determination, the device can be implemented in software and/or hardware, and the device can be integrated into any device that provides the function of quota determination, as shown in FIG. 6 , the quota determination device Specifically, it includes: an
进一步的,所述确定模块230还可以包括:Further, the determining
第一获取单元,用于获取每一个目标集合对应的属性信息;a first obtaining unit, used to obtain attribute information corresponding to each target set;
第一确定单元,用于根据所述属性信息确定每一个目标集合对应的转换规则;a first determining unit, configured to determine a conversion rule corresponding to each target set according to the attribute information;
第二确定单元,用于根据所述每一个目标集合和每一个目标集合对应的转换规则确定每一个目标集合对应的评估价值;a second determining unit, configured to determine the evaluation value corresponding to each target set according to the conversion rules corresponding to each target set and each target set;
第三确定单元,用于根据每一个目标集合对应的评估价值、每一个目标集合对应的权重和风险调节系数确定目标小微企业对应的目标额度。The third determining unit is configured to determine the target quota corresponding to the target small and micro enterprises according to the evaluation value corresponding to each target set, the weight corresponding to each target set, and the risk adjustment coefficient.
进一步的,在获取模块210获取额度申请携带的目标小微企业标识之前,还包括:Further, before the acquiring
第一数据获取模块,用于获取至少两个小微企业对应的第一数据;a first data acquisition module, configured to acquire the first data corresponding to at least two small and micro enterprises;
分类模块,用于根据企业主节点、企业节点和外部环境节点对所述第一数据进行分类,得到至少三个第一集合;a classification module, configured to classify the first data according to the main enterprise node, the enterprise node and the external environment node to obtain at least three first sets;
分析模块,用于对每个第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息;an analysis module, configured to analyze the data in each first set to obtain enterprise identification information corresponding to the data in each first set;
储存模块,用于将每个第一集合中的数据与数据对应的企业标识信息关联存储。The storage module is used for storing the data in each first set in association with the enterprise identification information corresponding to the data.
进一步的,分析模块还可以包括:Further, the analysis module may also include:
第一分析单元,用于若第一集合为非价值分析集合,则对所述第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息;a first analysis unit, configured to analyze the data in the first set if the first set is a non-value analysis set, and obtain enterprise identification information corresponding to the data in each first set;
第二分析单元,用于若第一集合为价值分析集合,则对所述第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息,并获取所述第一集合对应的转换规则。The second analysis unit is configured to analyze the data in the first set if the first set is a value analysis set, obtain enterprise identification information corresponding to the data in each first set, and obtain the first set Set the corresponding transformation rules.
进一步的,第二分析单元还可以包括:Further, the second analysis unit may also include:
分析子单元,用于若第一集合为价值分析集合,则对所述第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息;an analysis subunit, configured to analyze the data in the first set if the first set is a value analysis set, and obtain enterprise identification information corresponding to the data in each first set;
获取子单元,用于获取所述第一集合的属性信息;obtaining a subunit for obtaining the attribute information of the first set;
确定子单元,用于根据所述第一集合的属性信息确定所述第一集合对应的转换规则。A determination subunit, configured to determine the conversion rule corresponding to the first set according to the attribute information of the first set.
进一步的,第一分析单元具体用于:Further, the first analysis unit is specifically used for:
若所述第一集合中的数据为企业主基本信息和/或企业注册信息,则确定所述第一集合为非价值分析集合,对所述第一集合中的数据进行分析,得到每个第一集合中的数据对应的企业标识信息。If the data in the first set is business owner basic information and/or enterprise registration information, determine that the first set is a non-value analysis set, analyze the data in the first set, and obtain each Enterprise identification information corresponding to the data in a set.
进一步的,所述第三确定单元具体用于:Further, the third determining unit is specifically used for:
基于如下公式计算得到目标额度:The target amount is calculated based on the following formula:
其中,1>j>0,Vn为目标集合对应的评估价值,Wn为目标集合对应的权重,K为目标集合的数量,j为风险调节系数。in, 1>j>0, V n is the evaluation value corresponding to the target set, W n is the weight corresponding to the target set, K is the number of target sets, and j is the risk adjustment coefficient.
进一步的,所述获取模块210还可以包括:Further, the obtaining
第二获取单元,用于获取用户输入的身份信息;a second acquiring unit, configured to acquire the identity information input by the user;
核验单元,用于根据所述身份信息进行身份核验;a verification unit, configured to perform identity verification according to the identity information;
第三获取单元,用于若身份核验通过,则当接收到额度申请时,获取额度申请携带的目标小微企业标识。The third acquiring unit is configured to acquire the target small and micro enterprise identifier carried in the quota application when the quota application is received if the identity verification is passed.
进一步的,在确定模块230根据所述至少一个目标集合确定所述目标小微企业对应的目标额度之后,还包括:Further, after the determining
显示模块,用于显示所述目标额度;a display module for displaying the target amount;
发放模块,用于在接收到申请额度发放请求后,根据所述目标额度进行额度发放。The issuing module is configured to issue the quota according to the target quota after receiving the application quota distribution request.
上述产品可执行本发明任意实施例所提供的方法,具备执行方法相应的功能模块和有益效果。The above product can execute the method provided by any embodiment of the present invention, and has corresponding functional modules and beneficial effects for executing the method.
本实施例的技术方案,能够根据额度申请,对数据库中的小微企业进行筛选,确定小微企业对应的目标额度。The technical solution of this embodiment can screen the small and micro enterprises in the database according to the quota application, and determine the target quota corresponding to the small and micro enterprises.
实施例三Embodiment 3
图7是本发明实施例三提供的一种电子设备的结构示意图。图7示出了适于用来实现本发明实施方式的电子设备312的框图。图7显示的电子设备312仅仅是一个示例,不应对本发明实施例的功能和使用范围带来任何限制。设备312是典型的额度确定功能的计算设备。FIG. 7 is a schematic structural diagram of an electronic device according to Embodiment 3 of the present invention. Figure 7 shows a block diagram of an
如图7所示,电子设备312以通用计算设备的形式表现。电子设备312的组件可以包括但不限于:一个或者多个处理器316,存储装置328,连接不同系统组件(包括存储装置328和处理器316)的总线318。As shown in FIG. 7,
总线318表示几类总线结构中的一种或多种,包括存储器总线或者存储器控制器,外围总线,图形加速端口,处理器或者使用多种总线结构中的任意总线结构的局域总线。举例来说,这些体系结构包括但不限于工业标准体系结构(Industry StandardArchitecture,ISA)总线,微通道体系结构(Micro Channel Architecture,MCA)总线,增强型ISA总线、视频电子标准协会(Video Electronics Standards Association,VESA)局域总线以及外围组件互连(Peripheral Component Interconnect,PCI)总线。The
电子设备312典型地包括多种计算机系统可读介质。这些介质可以是任何能够被电子设备312访问的可用介质,包括易失性和非易失性介质,可移动的和不可移动的介质。
存储装置328可以包括易失性存储器形式的计算机系统可读介质,例如随机存取存储器(Random Access Memory,RAM)330和/或高速缓存存储器332。电子设备312可以进一步包括其它可移动/不可移动的、易失性/非易失性计算机系统存储介质。仅作为举例,存储系统334可以用于读写不可移动的、非易失性磁介质(图7未显示,通常称为“硬盘驱动器”)。尽管图7中未示出,可以提供用于对可移动非易失性磁盘(例如“软盘”)读写的磁盘驱动器,以及对可移动非易失性光盘(例如只读光盘(Compact Disc-Read Only Memory,CD-ROM)、数字视盘(Digital Video Disc-Read Only Memory,DVD-ROM)或者其它光介质)读写的光盘驱动器。在这些情况下,每个驱动器可以通过一个或者多个数据介质接口与总线318相连。存储装置328可以包括至少一个程序产品,该程序产品具有一组(例如至少一个)程序模块,这些程序模块被配置以执行本发明各实施例的功能。
具有一组(至少一个)程序模块326的程序336,可以存储在例如存储装置328中,这样的程序模块326包括但不限于操作系统、一个或者多个应用程序、其它程序模块以及程序数据,这些示例中的每一个或某种组合中可能包括网络环境的实现。程序模块326通常执行本发明所描述的实施例中的功能和/或方法。A
电子设备312也可以与一个或多个外部设备314(例如键盘、指向设备、摄像头、显示器324等)通信,还可与一个或者多个使得用户能与该电子设备312交互的设备通信,和/或与使得该电子设备312能与一个或多个其它计算设备进行通信的任何设备(例如网卡,调制解调器等等)通信。这种通信可以通过输入/输出(I/O)接口322进行。并且,电子设备312还可以通过网络适配器320与一个或者多个网络(例如局域网(Local Area Network,LAN),广域网Wide Area Network,WAN)和/或公共网络,例如因特网)通信。如图所示,网络适配器320通过总线318与电子设备312的其它模块通信。应当明白,尽管图中未示出,可以结合电子设备312使用其它硬件和/或软件模块,包括但不限于:微代码、设备驱动器、冗余处理单元、外部磁盘驱动阵列、磁盘阵列(Redundant Arrays ofIndependent Disks,RAID)系统、磁带驱动器以及数据备份存储系统等。The
处理器316通过运行存储在存储装置328中的程序,从而执行各种功能应用以及数据处理,例如实现本发明上述实施例所提供的额度确定方法。The
实施例四Embodiment 4
图8是本发明实施例四中的一种包含计算机程序的计算机可读存储介质的结构示意图。本发明实施例提供了一种计算机可读存储介质61,其上存储有计算机程序610,计算机可读存储介质61与一个或者多个处理器316相连,该程序被一个或多个处理器执行时实现如本申请所有发明实施例提供的额度确定方法:FIG. 8 is a schematic structural diagram of a computer-readable storage medium containing a computer program according to Embodiment 4 of the present invention. An embodiment of the present invention provides a computer-
当接收到额度申请时,获取额度申请携带的目标小微企业标识;When receiving a quota application, obtain the target small and micro enterprise logo carried in the quota application;
根据所述目标小微企业标识从数据库中筛选出至少一个目标集合;Filter out at least one target set from the database according to the target small and micro enterprise identifier;
根据所述至少一个目标集合确定所述目标小微企业对应的目标额度。The target quota corresponding to the target small and micro enterprise is determined according to the at least one target set.
可以采用一个或多个计算机可读的介质的任意组合。计算机可读介质可以是计算机可读信号介质或者计算机可读存储介质或者是上述两者的任意组合。计算机可读存储介质例如可以是但不限于电、磁、光、电磁、红外线、或半导体的系统、装置或器件,或者任意以上的组合。计算机可读存储介质的更具体的例子(非穷举的列表)包括:具有一个或多个导线的电连接、便携式计算机磁盘、硬盘、随机存取存储器(RAM)、只读存储器(ROM)、可擦式可编程只读存储器(EPROM或闪存)、光纤、便携式紧凑磁盘只读存储器(CD-ROM)、光存储器件、磁存储器件、或者上述的任意合适的组合。在本文件中,计算机可读存储介质可以是任何包含或存储程序的有形介质,该程序可以被指令执行系统、装置或者器件使用或者与其结合使用。Any combination of one or more computer-readable media may be employed. The computer-readable medium can be a computer-readable signal medium or a computer-readable storage medium or any combination of the two. The computer-readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus or device, or a combination of any of the above. More specific examples (a non-exhaustive list) of computer readable storage media include: electrical connections having one or more wires, portable computer disks, hard disks, random access memory (RAM), read only memory (ROM), Erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disk read only memory (CD-ROM), optical storage devices, magnetic storage devices, or any suitable combination of the above. In this document, a computer-readable storage medium can be any tangible medium that contains or stores a program that can be used by or in conjunction with an instruction execution system, apparatus, or device.
计算机可读的信号介质可以包括在基带中或者作为载波一部分传播的数据信号,其中承载了计算机可读的程序代码。这种传播的数据信号可以采用多种形式,包括但不限于电磁信号、光信号或上述的任意合适的组合。计算机可读的信号介质还可以是计算机可读存储介质以外的任何计算机可读介质,该计算机可读介质可以发送、传播或者传输用于由指令执行系统、装置或者器件使用或者与其结合使用的程序。A computer-readable signal medium may include a propagated data signal in baseband or as part of a carrier wave, with computer-readable program code embodied thereon. Such propagated data signals may take a variety of forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the foregoing. A computer-readable signal medium can also be any computer-readable medium other than a computer-readable storage medium that can transmit, propagate, or transport the program for use by or in connection with the instruction execution system, apparatus, or device .
计算机可读介质上包含的程序代码可以用任何适当的介质传输,包括但不限于无线、电线、光缆、RF等等,或者上述的任意合适的组合。Program code embodied on a computer readable medium may be transmitted using any suitable medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
在一些实施方式中,客户端、服务器可以利用诸如HTTP(Hyper Text TransferProtocol,超文本传输协议)之类的任何当前已知或未来研发的网络协议进行通信,并且可以与任意形式或介质的数字数据通信(例如,通信网络)互连。通信网络的示例包括局域网(“LAN”),广域网(“WAN”),网际网(例如,互联网)以及端对端网络(例如,ad hoc端对端网络),以及任何当前已知或未来研发的网络。In some embodiments, the client and server can use any currently known or future developed network protocol such as HTTP (Hyper Text Transfer Protocol) to communicate, and can communicate with digital data in any form or medium Communication (eg, a communication network) interconnects. Examples of communication networks include local area networks ("LAN"), wide area networks ("WAN"), the Internet (eg, the Internet), and peer-to-peer networks (eg, ad hoc peer-to-peer networks), as well as any currently known or future development network of.
上述计算机可读介质可以是上述电子设备中所包含的;也可以是单独存在,而未装配入该电子设备中。The above-mentioned computer-readable medium may be included in the above-mentioned electronic device; or may exist alone without being assembled into the electronic device.
可以以一种或多种程序设计语言或其组合来编写用于执行本发明操作的计算机程序代码,所述程序设计语言包括面向对象的程序设计语言诸如Java、Smalltalk、C++,还包括常规的过程式程序设计语言—诸如“C”语言或类似的程序设计语言。程序代码可以完全地在用户计算机上执行、部分地在用户计算机上执行、作为一个独立的软件包执行、部分在用户计算机上部分在远程计算机上执行、或者完全在远程计算机或服务器上执行。在涉及远程计算机的情形中,远程计算机可以通过任意种类的网络包括局域网(LAN)或广域网(WAN)连接到用户计算机,或者,可以连接到外部计算机(例如利用因特网服务提供商来通过因特网连接)。Computer program code for carrying out operations of the present invention may be written in one or more programming languages, including object-oriented programming languages such as Java, Smalltalk, C++, and also conventional procedures, or a combination thereof programming language - such as "C" or a similar programming language. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer, or entirely on the remote computer or server. Where a remote computer is involved, the remote computer may be connected to the user's computer through any kind of network including a local area network (LAN) or wide area network (WAN), or may be connected to an external computer (eg, using an Internet service provider to connect over the Internet) .
附图中的流程图和框图,图示了按照本公开各种实施例的系统、方法和计算机程序产品的可能实现的体系架构、功能和操作。在这点上,流程图或框图中的每个方框可以代表一个模块、程序段、或代码的一部分,该模块、程序段、或代码的一部分包含一个或多个用于实现规定的逻辑功能的可执行指令。也应当注意,在有些作为替换的实现中,方框中所标注的功能也可以以不同于附图中所标注的顺序发生。例如,两个接连地表示的方框实际上可以基本并行地执行,它们有时也可以按相反的顺序执行,这依所涉及的功能而定。也要注意的是,框图和/或流程图中的每个方框、以及框图和/或流程图中的方框的组合,可以用执行规定的功能或操作的专用的基于硬件的系统来实现,或者可以用专用硬件与计算机指令的组合来实现。The flowchart and block diagrams in the Figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code that contains one or more logical functions for implementing the specified functions executable instructions. It should also be noted that, in some alternative implementations, the functions noted in the blocks may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It is also noted that each block of the block diagrams and/or flowchart illustrations, and combinations of blocks in the block diagrams and/or flowchart illustrations, can be implemented in dedicated hardware-based systems that perform the specified functions or operations , or can be implemented in a combination of dedicated hardware and computer instructions.
描述于本公开实施例中所涉及到的单元可以通过软件的方式实现,也可以通过硬件的方式来实现。其中,单元的名称在某种情况下并不构成对该单元本身的限定。The units involved in the embodiments of the present disclosure may be implemented in a software manner, and may also be implemented in a hardware manner. Among them, the name of the unit does not constitute a limitation of the unit itself under certain circumstances.
本文中以上描述的功能可以至少部分地由一个或多个硬件逻辑部件来执行。例如,非限制性地,可以使用的示范类型的硬件逻辑部件包括:现场可编程门阵列(FPGA)、专用集成电路(ASIC)、专用标准产品(ASSP)、片上系统(SOC)、复杂可编程逻辑设备(CPLD)等等。The functions described herein above may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: Field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), Application Specific Standard Products (ASSPs), Systems on Chips (SOCs), Complex Programmable Logical Devices (CPLDs) and more.
在本公开的上下文中,机器可读介质可以是有形的介质,其可以包含或存储以供指令执行系统、装置或设备使用或与指令执行系统、装置或设备结合地使用的程序。机器可读介质可以是机器可读信号介质或机器可读储存介质。机器可读介质可以包括但不限于电子的、磁性的、光学的、电磁的、红外的、或半导体系统、装置或设备,或者上述内容的任何合适组合。机器可读存储介质的更具体示例会包括基于一个或多个线的电气连接、便携式计算机盘、硬盘、随机存取存储器(RAM)、只读存储器(ROM)、可擦除可编程只读存储器(EPROM或快闪存储器)、光纤、便捷式紧凑盘只读存储器(CD-ROM)、光学储存设备、磁储存设备、或上述内容的任何合适组合。In the context of the present disclosure, a machine-readable medium may be a tangible medium that may contain or store a program for use by or in connection with the instruction execution system, apparatus or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. Machine-readable media may include, but are not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices, or devices, or any suitable combination of the foregoing. More specific examples of machine-readable storage media would include one or more wire-based electrical connections, portable computer disks, hard disks, random access memory (RAM), read only memory (ROM), erasable programmable read only memory (EPROM or flash memory), fiber optics, compact disk read only memory (CD-ROM), optical storage, magnetic storage, or any suitable combination of the foregoing.
注意,上述仅为本发明的较佳实施例及所运用技术原理。本领域技术人员会理解,本发明不限于这里所述的特定实施例,对本领域技术人员来说能够进行各种明显的变化、重新调整和替代而不会脱离本发明的保护范围。因此,虽然通过以上实施例对本发明进行了较为详细的说明,但是本发明不仅仅限于以上实施例,在不脱离本发明构思的情况下,还可以包括更多其他等效实施例,而本发明的范围由所附的权利要求范围决定。Note that the above are only preferred embodiments of the present invention and applied technical principles. Those skilled in the art will understand that the present invention is not limited to the specific embodiments described herein, and various obvious changes, readjustments and substitutions can be made by those skilled in the art without departing from the protection scope of the present invention. Therefore, although the present invention has been described in detail through the above embodiments, the present invention is not limited to the above embodiments, and can also include more other equivalent embodiments without departing from the concept of the present invention. The scope is determined by the scope of the appended claims.
Claims (15)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202111362195.0A CN114092223A (en) | 2021-11-17 | 2021-11-17 | Quota determining method, device, equipment and storage medium |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202111362195.0A CN114092223A (en) | 2021-11-17 | 2021-11-17 | Quota determining method, device, equipment and storage medium |
Publications (1)
Publication Number | Publication Date |
---|---|
CN114092223A true CN114092223A (en) | 2022-02-25 |
Family
ID=80301307
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202111362195.0A Pending CN114092223A (en) | 2021-11-17 | 2021-11-17 | Quota determining method, device, equipment and storage medium |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN114092223A (en) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN114819563A (en) * | 2022-04-14 | 2022-07-29 | 中国建设银行股份有限公司 | Wind control processing method and device |
CN116402571A (en) * | 2023-03-14 | 2023-07-07 | 上海峰沄网络科技有限公司 | Budget data processing method, device, equipment and storage medium |
Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20160203551A1 (en) * | 2015-01-12 | 2016-07-14 | Mastercard International Incorporated | Method and system for using payment transaction data in loan sourcing |
CN105956824A (en) * | 2016-04-28 | 2016-09-21 | 中国建设银行股份有限公司 | Business data application evaluation method and device |
CN106780012A (en) * | 2016-12-29 | 2017-05-31 | 深圳微众税银信息服务有限公司 | A kind of internet credit methods and system |
CN107067319A (en) * | 2017-03-13 | 2017-08-18 | 平安科技(深圳)有限公司 | Loan limit measuring method and device |
CN107590734A (en) * | 2017-08-21 | 2018-01-16 | 中国建设银行股份有限公司 | Determine method and device, terminal device and the computer-readable storage medium of the accrediting amount |
CN110458693A (en) * | 2019-08-08 | 2019-11-15 | 中国建设银行股份有限公司 | A kind of automatic measures and procedures for the examination and approval of business loan, device, storage medium and electronic equipment |
CN111062801A (en) * | 2019-12-03 | 2020-04-24 | 泰州企业征信服务有限公司 | Comprehensive enterprise credit line evaluation analysis system and method |
CN111768298A (en) * | 2020-06-30 | 2020-10-13 | 中国建设银行股份有限公司 | Transaction data quota determination method, apparatus, device and medium |
CN111898970A (en) * | 2020-06-30 | 2020-11-06 | 深圳前海微众银行股份有限公司 | A product application qualification certification method and device |
-
2021
- 2021-11-17 CN CN202111362195.0A patent/CN114092223A/en active Pending
Patent Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20160203551A1 (en) * | 2015-01-12 | 2016-07-14 | Mastercard International Incorporated | Method and system for using payment transaction data in loan sourcing |
CN105956824A (en) * | 2016-04-28 | 2016-09-21 | 中国建设银行股份有限公司 | Business data application evaluation method and device |
CN106780012A (en) * | 2016-12-29 | 2017-05-31 | 深圳微众税银信息服务有限公司 | A kind of internet credit methods and system |
CN107067319A (en) * | 2017-03-13 | 2017-08-18 | 平安科技(深圳)有限公司 | Loan limit measuring method and device |
CN107590734A (en) * | 2017-08-21 | 2018-01-16 | 中国建设银行股份有限公司 | Determine method and device, terminal device and the computer-readable storage medium of the accrediting amount |
CN110458693A (en) * | 2019-08-08 | 2019-11-15 | 中国建设银行股份有限公司 | A kind of automatic measures and procedures for the examination and approval of business loan, device, storage medium and electronic equipment |
CN111062801A (en) * | 2019-12-03 | 2020-04-24 | 泰州企业征信服务有限公司 | Comprehensive enterprise credit line evaluation analysis system and method |
CN111768298A (en) * | 2020-06-30 | 2020-10-13 | 中国建设银行股份有限公司 | Transaction data quota determination method, apparatus, device and medium |
CN111898970A (en) * | 2020-06-30 | 2020-11-06 | 深圳前海微众银行股份有限公司 | A product application qualification certification method and device |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN114819563A (en) * | 2022-04-14 | 2022-07-29 | 中国建设银行股份有限公司 | Wind control processing method and device |
CN116402571A (en) * | 2023-03-14 | 2023-07-07 | 上海峰沄网络科技有限公司 | Budget data processing method, device, equipment and storage medium |
CN116402571B (en) * | 2023-03-14 | 2024-04-26 | 上海峰沄网络科技有限公司 | Budget data processing method, device, equipment and storage medium |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
BR102021010485A2 (en) | SMART PAYMENT PROCESSING PLATFORM SYSTEM AND METHOD | |
US20230237504A1 (en) | Systems and methods for verifying issuance of new digital credentials | |
Bott et al. | The role of crowdsourcing for better governance in fragile state contexts | |
US10943315B2 (en) | Systems and methods for automated assessment for remediation and/or redevelopment of brownfield real estate | |
US20130013680A1 (en) | System and method for determining interpersonal relationship influence information using textual content from interpersonal interactions | |
US20160321721A1 (en) | Systems and methods for anonymized transparent exchange of information | |
Vaz et al. | Developing a digital business incubator model to foster entrepreneurship, business growth, and academia–industry connections | |
CN114092223A (en) | Quota determining method, device, equipment and storage medium | |
Yadav et al. | Measuring citizens engagement in e-Government projects–Indian perspective | |
Hamamurad et al. | Factors affecting stakeholder acceptance of a Malaysian smart city | |
Melo et al. | Business intelligence and analytics in small and medium enterprises | |
Barati et al. | A study of the models for adoption of e-tax returns from the perspective of taxpayers | |
Woldemariam Birru | Factors affecting the adoption and usage of electronic tax system in Ethiopia in the case of Addis Ababa city large taxpayers | |
Wilson et al. | Digital financial services for health in support of universal health coverage: qualitative programmatic case studies from Kenya and Rwanda | |
US20220148048A1 (en) | Leveraging structured data to rank unstructured data | |
CN114240339A (en) | Background investigation method and device, storage medium and electronic equipment | |
US8984045B2 (en) | Digital method of recruitment | |
CN110991923B (en) | Architecture construction method and device, electronic equipment and medium | |
US20230360061A1 (en) | Digital environmental claims ecosystem for physical commodity assets | |
CN111681050A (en) | Advertisement pushing method, device, equipment and storage medium | |
Rawat et al. | Complaint Management in Ethiopian Vocational and Technical Education Institutions: A Framework and Implementation of a Decision Support System | |
Bernal et al. | Developing logistic software platforms: e-market place, a case study | |
Maitland et al. | A qualitative difference: integrating qualitative data into humanitarian response operations | |
Arbuckle et al. | Software Documents: Comparison and Measurement. | |
Mpanga et al. | A framework for cloud ERP system implementation in developing countries: learning from lower local governments in Uganda |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination |