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CN114565323A - Method and device for evaluating the quality of information of a building - Google Patents

Method and device for evaluating the quality of information of a building
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CN114565323A
CN114565323ACN202210328402.9ACN202210328402ACN114565323ACN 114565323 ACN114565323 ACN 114565323ACN 202210328402 ACN202210328402 ACN 202210328402ACN 114565323 ACN114565323 ACN 114565323A
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information quality
real estate
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任静
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Chenbei Tianjin Technology Co ltd
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Abstract

Translated fromChinese

本发明实施例提供一种用于评估楼盘的信息质量的方法和装置,属于质量评估领域。该方法包括:启动对欲评估楼盘场景进行信息质量评估;确定所述欲评估楼盘场景中进行信息质量评估的目标楼盘;根据所述欲评估楼盘场景对应的信息质量标准,对所确定的目标楼盘的信息质量进行信息质量评估,以确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果;根据启动对所述欲评估楼盘场景进行信息质量评估的启动方式,确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果的返回方式;以及根据所确定的返回方式返回所述评估结果。藉此,实现了楼盘的信息质量评估并及时发现楼盘数据问题,以为客户提供较为准确的信息,提高客户购房体验度。

Figure 202210328402

Embodiments of the present invention provide a method and a device for evaluating the information quality of a real estate, which belong to the field of quality evaluation. The method includes: initiating information quality assessment for the scene of the real estate to be assessed; determining a target real estate for information quality assessment in the scene of the real estate to be assessed; According to the information quality of the real estate to be evaluated, the information quality assessment is carried out to determine the assessment result of the information quality assessment of the determined target real estate; The return method of the evaluation result of the information quality evaluation is performed on the information quality of the real estate; and the evaluation result is returned according to the determined return method. In this way, the information quality assessment of the real estate is realized and the problems of the real estate data are found in time, so as to provide customers with more accurate information and improve the customer's experience of buying a house.

Figure 202210328402

Description

Translated fromChinese
用于评估楼盘的信息质量的方法和装置Method and apparatus for evaluating the information quality of a real estate

技术领域technical field

本发明涉及质量评估领域,具体地涉及一种用于评估楼盘的信息质量的方法和装置。The present invention relates to the field of quality assessment, in particular to a method and device for assessing the information quality of a building.

背景技术Background technique

对于新房客户来说,买房作为绝大多数人一生中单笔金额最大的交易决策,用户会尽全力让预期收益最大化来进行买房决策;对于经纪人来说,查找或获取到准确的房源信息,可以提供给客户好的购房体验,从而促进成交流程。但目前客户购房体验度较低,究其原因,都与楼盘信息质量低相关(例如,楼盘信息不全、信息更新不及时),无质量标准和质检手段,楼盘信息质量无法评估,楼盘数据问题无法发现。For new house customers, buying a house is the single largest transaction decision in most people’s life, and users will try their best to maximize the expected income to make a decision to buy a house; for brokers, find or obtain accurate house listings Information can provide customers with a good home buying experience, thereby promoting the transaction process. However, the current customer experience in buying a house is relatively low. The reasons are related to the low quality of real estate information (for example, the real estate information is incomplete and the information is not updated in a timely manner), there are no quality standards and quality inspection methods, the quality of real estate information cannot be assessed, and real estate data problems Unable to discover.

发明内容SUMMARY OF THE INVENTION

本发明实施例的目的是提供一种用于评估楼盘的信息质量的方法和装置,其可解决或至少部分解决上述问题。The purpose of the embodiments of the present invention is to provide a method and apparatus for evaluating the information quality of a real estate, which can solve or at least partially solve the above problems.

为了实现上述目的,本发明实施例的一个方面提供一种用于评估楼盘的信息质量的方法,该方法包括:启动对欲评估楼盘场景进行信息质量评估;确定所述欲评估楼盘场景中进行信息质量评估的目标楼盘;根据所述欲评估楼盘场景对应的信息质量标准,对所确定的目标楼盘的信息质量进行信息质量评估,以确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果;根据启动对所述欲评估楼盘场景进行信息质量评估的启动方式,确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果的返回方式;以及根据所确定的返回方式返回所述评估结果。In order to achieve the above object, an aspect of the embodiments of the present invention provides a method for evaluating the information quality of a real estate, the method comprising: starting information quality evaluation for a scene of a real estate to be evaluated; The target real estate for quality assessment; according to the information quality standard corresponding to the real estate scene to be assessed, perform information quality assessment on the information quality of the determined target real estate, so as to determine the information quality of the determined target real estate. Result; according to the starting mode of starting the information quality assessment on the described real estate scene to be assessed, determine the return mode of the evaluation result of the information quality assessment on the information quality of the determined target real estate; and return the described return mode according to the determined return mode evaluation result.

可选地,所述确定所述欲评估楼盘场景中进行信息质量评估的目标楼盘包括:确定所述欲评估楼盘场景对应的目标楼盘确定规则表达式;以及基于所确定的目标楼盘确定规则表达式确定所述目标楼盘。Optionally, the determining the target real estate for information quality assessment in the real estate scene to be evaluated includes: determining a target real estate corresponding to the real estate scene to be assessed and determining a regular expression; and determining a regular expression based on the determined target real estate. Determine the target real estate.

可选地,根据所述欲评估楼盘场景对应的信息质量标准对所确定的目标楼盘的信息质量进行信息质量评估包括:获取所述欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数对应所确定的目标楼盘的信息质量评估参数具体值;以及根据所获取的信息质量评估参数具体值和所述欲评估楼盘场景对应的信息质量标准进行规则计算,以对所确定的目标楼盘的信息质量进行信息质量评估。Optionally, performing an information quality assessment on the information quality of the determined target real estate according to the information quality standard corresponding to the real estate scene to be assessed includes: obtaining the corresponding information quality assessment parameters included in the information quality standard corresponding to the real estate scene to be assessed. The specific value of the information quality evaluation parameter of the determined target real estate; and the rule calculation is performed according to the acquired specific value of the information quality evaluation parameter and the information quality standard corresponding to the scene of the real estate to be evaluated, so as to determine the information quality of the target real estate. Conduct an information quality assessment.

可选地,根据所述欲评估楼盘场景对应的信息质量标准对所确定的目标楼盘的信息质量进行信息质量评估还包括:在所述欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数的形式不符合预设形式的情况下,将所述欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数的形式转换为所述预设形式。Optionally, performing information quality assessment on the information quality of the determined target real estate according to the information quality standard corresponding to the real estate scene to be assessed further includes: the information quality assessment parameters included in the information quality standard corresponding to the real estate scene to be assessed. If the form of the information quality does not conform to the preset form, the form of the information quality evaluation parameters included in the information quality standard corresponding to the real estate scene to be evaluated is converted into the preset form.

可选地,所述启动方式为以下任一者:api接口启动、消息队列启动以及定时启动。Optionally, the startup mode is any one of the following: api interface startup, message queue startup, and timing startup.

可选地,所述根据启动对所述欲评估楼盘场景进行信息质量评估的启动方式,确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果的返回方式包括:当所述启动方式为所述api接口启动时,所述返回方式为实时返回;和/或当所述启动方式为所述消息队列启动时,所述返回方式为消息队列返回;和/或当所述启动方式为所述定时启动时,所述返回方式为所述消息队列返回。Optionally, according to the activation mode of initiating the information quality assessment on the scene of the real estate to be evaluated, determining the return mode of the evaluation result of the information quality assessment on the determined information quality of the target real estate includes: when the activation mode is performed. When the api interface is started, the return method is real-time return; and/or when the start method is the message queue start, the return method is the message queue return; and/or when the start method is When the timing starts, the return mode is the message queue return.

相应地,本发明实施例的另一方面提供一种用于评估楼盘的信息质量的装置,该装置包括:启动模块,用于启动对欲评估楼盘场景进行信息质量评估;目标楼盘确定模块,用于确定所述欲评估楼盘场景中进行信息质量评估的目标楼盘;信息质量评估模块,用于根据所述欲评估楼盘场景对应的信息质量标准,对所确定的目标楼盘的信息质量进行信息质量评估,以确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果;返回方式确定模块,用于根据启动对所述欲评估楼盘场景进行信息质量评估的启动方式,确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果的返回方式;以及返回模块,用于根据所确定的返回方式返回所述评估结果。Correspondingly, another aspect of the embodiments of the present invention provides an apparatus for evaluating the information quality of a real estate, the apparatus comprising: a start-up module for starting the information quality assessment of the scene of the real estate to be evaluated; a target real estate determination module for using In determining the target real estate for which information quality assessment is performed in the scene of the real estate to be assessed; the information quality assessment module is used to perform information quality assessment on the information quality of the determined target real estate according to the information quality standard corresponding to the scene of the real estate to be assessed , to determine the evaluation result of the information quality evaluation on the information quality of the determined target real estate; the return mode determination module is used to determine the determined target according to the activation mode of initiating the information quality evaluation of the scene of the real estate to be evaluated. The return method of the evaluation result of the information quality evaluation on the information quality of the real estate; and a return module, used for returning the evaluation result according to the determined return method.

可选地,所述目标楼盘确定模块确定所述欲评估楼盘场景中进行信息质量评估的目标楼盘包括:确定所述欲评估楼盘场景对应的目标楼盘确定规则表达式;以及基于所确定的目标楼盘确定规则表达式确定所述目标楼盘。Optionally, the target real estate determination module determining the target real estate for information quality assessment in the to-be-evaluated real-estate scene includes: determining a target real-estate building corresponding to the to-be-evaluated real estate scene to determine a regular expression; and based on the determined target real estate Determine the regular expression to determine the target real estate.

可选地,所述信息质量评估模块根据所述欲评估楼盘场景对应的信息质量标准对所确定的目标楼盘的信息质量进行信息质量评估包括:获取所述欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数对应所确定的目标楼盘的信息质量评估参数具体值;以及根据所获取的信息质量评估参数具体值和所述欲评估楼盘场景对应的信息质量标准进行规则计算,以对所确定的目标楼盘的信息质量进行信息质量评估。Optionally, performing the information quality assessment on the information quality of the determined target real estate by the information quality assessment module according to the information quality standard corresponding to the real estate scene to be assessed includes: acquiring the information quality standard corresponding to the real estate scene to be assessed includes: The information quality evaluation parameter corresponding to the determined specific value of the information quality evaluation parameter of the target real estate; and according to the acquired specific value of the information quality evaluation parameter and the information quality standard corresponding to the scene of the real estate to be evaluated, perform rule calculation to determine the specific value of the information quality evaluation parameter. The information quality of the target real estate is evaluated.

可选地,所述信息质量评估模块根据所述欲评估楼盘场景对应的信息质量标准对所确定的目标楼盘的信息质量进行信息质量评估还包括:在所述欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数的形式不符合预设形式的情况下,将所述欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数的形式转换为所述预设形式。Optionally, the information quality assessment module performing the information quality assessment on the information quality of the determined target real estate according to the information quality standard corresponding to the real estate scene to be assessed further includes: in the information quality standard corresponding to the real estate scene to be assessed. If the form of the included information quality evaluation parameters does not conform to the preset form, the form of the information quality evaluation parameters included in the information quality standard corresponding to the real estate scene to be evaluated is converted into the preset form.

可选地,所述启动方式为以下任一者:api接口启动、消息队列启动以及定时启动。Optionally, the startup mode is any one of the following: api interface startup, message queue startup, and timing startup.

可选地,所述返回方式确定模块根据启动对所述欲评估楼盘场景进行信息质量评估的启动方式,确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果的返回方式包括:当所述启动方式为所述api接口启动时,所述返回方式为实时返回;和/或当所述启动方式为所述消息队列启动时,所述返回方式为消息队列返回;和/或当所述启动方式为所述定时启动时,所述返回方式为所述消息队列返回。Optionally, the return mode determination module determines the return mode of the evaluation result of the information quality evaluation on the information quality of the determined target real estate according to the activation mode of starting the information quality assessment on the to-be-evaluated real estate scene, including: when When the startup method is the api interface startup, the return method is real-time return; and/or when the startup method is the message queue startup, the return method is message queue return; and/or when all the When the startup method is the timing startup, the return method is the message queue return.

此外,本发明实施例的另一方面还提供一种机器可读存储介质,该机器可读存储介质上存储有指令,该指令用于使得机器执行上述的方法。In addition, another aspect of the embodiments of the present invention further provides a machine-readable storage medium, where instructions are stored on the machine-readable storage medium, and the instructions are used to cause a machine to execute the above method.

另外,本发明实施例的另一方面还提供一种处理器,用于运行程序,其中,所述程序被运行时用于执行上述的方法。In addition, another aspect of the embodiments of the present invention further provides a processor for running a program, wherein the program is used to execute the above method when the program is run.

此外,本发明实施例的另一方面还提供一种计算机程序产品,包括计算机程序/指令,该计算机程序/指令被处理器执行时实现上述的方法。In addition, another aspect of the embodiments of the present invention further provides a computer program product, including a computer program/instruction, the computer program/instruction implementing the above method when executed by a processor.

通过上述技术方案,对楼盘的信息质量进行信息质量评估并返回评估结果,实现了楼盘的信息质量的信息质量评估并及时发现楼盘数据问题,以为客户提供较为准确的信息,提高客户购房体验度。Through the above technical solution, the information quality of the real estate is evaluated and the evaluation results are returned, which realizes the information quality evaluation of the information quality of the real estate and discovers the problems of the real estate data in time, so as to provide customers with more accurate information and improve the customer's experience of buying a house.

本发明实施例的其它特征和优点将在随后的具体实施方式部分予以详细说明。Other features and advantages of embodiments of the present invention will be described in detail in the detailed description section that follows.

附图说明Description of drawings

附图是用来提供对本发明实施例的进一步理解,并且构成说明书的一部分,与下面的具体实施方式一起用于解释本发明实施例,但并不构成对本发明实施例的限制。在附图中:The accompanying drawings are used to provide a further understanding of the embodiments of the present invention, and constitute a part of the specification, and are used to explain the embodiments of the present invention together with the following specific embodiments, but do not constitute limitations to the embodiments of the present invention. In the attached image:

图1是本发明一实施例提供的用于评估楼盘的信息质量的方法的流程图;1 is a flowchart of a method for evaluating the information quality of a real estate provided by an embodiment of the present invention;

图2是本发明另一实施例提供的质检系统的结构框图;2 is a structural block diagram of a quality inspection system provided by another embodiment of the present invention;

图3是本发明另一实施例提供的质检系统进行信息质量评估的流程图;3 is a flow chart of information quality assessment performed by a quality inspection system provided by another embodiment of the present invention;

图4是本发明另一实施例提供的应用api接口启动示例的流程示意图;4 is a schematic flowchart of an example of starting an application api interface provided by another embodiment of the present invention;

图5是本发明另一实施例提供的用于评估楼盘的信息质量的方法的逻辑示意图;5 is a schematic diagram of a logic diagram of a method for evaluating the information quality of a real estate provided by another embodiment of the present invention;

图6是本发明另一实施例提供的用于评估楼盘的信息质量的方法的逻辑示意图;6 is a schematic diagram of a logic diagram of a method for evaluating the information quality of a real estate provided by another embodiment of the present invention;

图7是本发明另一实施例提供的评估结果应用示意图;以及FIG. 7 is a schematic diagram of an application of an evaluation result provided by another embodiment of the present invention; and

图8是本发明另一实施例提供的用于评估楼盘的信息质量的装置的结构框图。FIG. 8 is a structural block diagram of an apparatus for evaluating the information quality of a real estate provided by another embodiment of the present invention.

附图标记说明Description of reference numerals

1 数据质量管理后台 2 调度模块1 Dataquality management background 2 Scheduling module

3 规则处理模块 4 结果处理模块3Rule processing module 4 Result processing module

5 启动模块 6 目标楼盘确定模块5Startup module 6 Target real estate determination module

7 信息质量评估模块 8 返回方式确定模块7 Informationquality assessment module 8 Return mode determination module

9 返回模块9 Return to module

具体实施方式Detailed ways

以下结合附图对本发明实施例的具体实施方式进行详细说明。应当理解的是,此处所描述的具体实施方式仅用于说明和解释本发明实施例,并不用于限制本发明实施例。The specific implementations of the embodiments of the present invention will be described in detail below with reference to the accompanying drawings. It should be understood that the specific implementation manners described herein are only used to illustrate and explain the embodiments of the present invention, and are not used to limit the embodiments of the present invention.

本发明实施例的一个方面提供一种用于评估楼盘质量的方法。One aspect of the embodiments of the present invention provides a method for evaluating the quality of a building.

图1是本发明一实施例提供的用于评估楼盘质量的方法的流程图。如图1所示,该方法包括以下内容。FIG. 1 is a flowchart of a method for evaluating the quality of a real estate provided by an embodiment of the present invention. As shown in Figure 1, the method includes the following.

在步骤S10中,启动对欲评估楼盘场景进行信息质量评估。其中,楼盘场景是对楼盘进行分类后用于标识楼盘类型的信息。例如,根据开盘时间信息或合作类型进行分类的楼盘场景,具体地,纯新盘、合作盘、非合作盘、及时性场景等;再例如,根据楼盘周边的情况分类的楼盘场景,具体地,周边有医院、地铁、学校、菜市场、文化园、药店等其中任一种公共设施的楼盘。其中,纯新盘可以是待售且开盘时间未知/未维护的楼盘,也可以是待售且开盘时间已知但开盘时间的月份晚于当前月份的楼盘;合作盘可以是和某公司有合作关系的楼盘,非合作盘可以是跟某公司没有合作关系的楼盘。可选地,在本发明实施例中,启动方式可以是以下任一者:api接口启动、消息队列启动以及定时启动。其中,api接口启动是通过api接口接收对欲评估楼盘场景进行信息质量评估的指示;消息队列启动是从消息队列中获取对欲评估楼盘进行信息质量评估的指示;定时启动是到达对欲评估楼盘场景进行信息质量评估的时间,其中,可以预先设置什么时间对哪一个或哪几个楼盘场景进行信息质量评估。In step S10, the information quality evaluation of the real estate scene to be evaluated is started. The real estate scene is information used to identify the type of real estate after the real estate is classified. For example, real estate scenarios classified according to opening time information or cooperation types, specifically, pure new projects, cooperative projects, non-cooperative projects, and timeliness scenarios, etc.; another example, real estate scenarios classified according to the surrounding conditions of the real estate, specifically, There are real estates with any kind of public facilities such as hospitals, subways, schools, vegetable markets, cultural parks, and pharmacies in the surrounding area. Among them, the pure new project can be a real estate for sale with an unknown opening time/unmaintained, or a real estate for sale with a known opening time but the opening time is later than the current month; a cooperative project can be a joint venture with a company The real estate that has a relationship, and the non-cooperative real estate can be a real estate that has no cooperative relationship with a certain company. Optionally, in this embodiment of the present invention, the startup mode may be any one of the following: api interface startup, message queue startup, and timing startup. Among them, the api interface startup is to receive the instruction to evaluate the information quality of the real estate to be evaluated through the api interface; the message queue startup is to obtain the instruction to evaluate the information quality of the real estate to be evaluated from the message queue; the timing startup is to arrive at the real estate to be evaluated. The time at which the information quality assessment of the scene is performed, wherein the time for which one or several real estate scenes are to be subjected to the information quality assessment can be preset.

在步骤S11中,确定欲评估楼盘场景中进行信息质量评估的目标楼盘。In step S11 , a target real estate to be evaluated for information quality in the real estate scene to be evaluated is determined.

可选地,在本发明实施例中,可以通过以下内容确定目标楼盘。确定欲评估楼盘场景对应的目标楼盘确定规则表达式。例如,预先设置楼盘场景与目标楼盘确定规则表达式之间的对应关系,根据对应关系确定欲评估楼盘场景对应的目标楼盘确定规则表达式。例如,目标楼盘确定规则表达式可以是物业类型=住宅&有责任人=true&售楼处AI电话=true。基于所确定的目标楼盘确定规则表达式确定目标楼盘。具体地,可以是从欲评估楼盘场景对应的楼盘初始范围内确定出目标楼盘。例如,针对楼盘初始范围内的每一楼盘,获取目标楼盘确定规则表达式中包括的目标楼盘确定参数对应于该楼盘的目标楼盘确定参数具体值,例如,从存储数据的数据库中获取,根据所获取的目标楼盘确定参数具体值,规则引擎执行目标楼盘确定规则表达式以判断该楼盘是否符合目标楼盘确定规则表达式,从而判断该楼盘是否是目标楼盘。如此,确定出目标楼盘。Optionally, in this embodiment of the present invention, the target real estate may be determined through the following content. Determine the target real estate determination rule expression corresponding to the real estate scene to be evaluated. For example, the corresponding relationship between the real estate scene and the target real estate determination rule expression is preset, and the target real estate determination rule expression corresponding to the real estate scene to be evaluated is determined according to the corresponding relationship. For example, the target real estate determination rule expression may be property type=residential&responsible person=true&sales office AI phone=true. The target real estate is determined based on the determined target real estate determination rule expression. Specifically, the target real estate may be determined from the initial range of the real estate corresponding to the real estate scene to be evaluated. For example, for each real estate within the initial range of the real estate, obtain the target real estate determination parameter included in the target real estate determination rule expression corresponding to the specific value of the target real estate determination parameter of the real estate, for example, from the database of stored data, according to the The acquired target real estate determines the specific value of the parameter, and the rule engine executes the target real estate determination rule expression to determine whether the real estate conforms to the target real estate determination rule expression, thereby judging whether the real estate is the target real estate. In this way, the target real estate is determined.

在步骤S12中,根据欲评估楼盘场景对应的信息质量标准,对所确定的目标楼盘的信息质量进行信息质量评估,以确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果。其中,对目标楼盘的信息质量进行信息质量评估可以是判断目标楼盘的信息质量是否符合信息质量标准,此外还可以确定出哪些信息质量评估参数符合信息质量标准及哪些信息质量评估参数不符合信息质量标准。其中,楼盘场景与信息质量标准之间的对应关系可以预先设置。不同的信息质量标准包括的信息质量评估参数是不同的。例如,纯新盘对应的信息质量标准包括的信息质量评估参数包括产权年限、售卖状态、楼盘名称和开发商名称;合作盘对应的信息质量标准包括的信息质量评估参数除产权年限、售卖状态、楼盘名称和开发商名称这四个信息质量评估参数外,还包含物业费、装修标准、装修情况、户型格局等65个信息质量评估参数。可选地,在本发明实施例中,信息质量标准可以采用规则表达式的形式。In step S12, according to the information quality standard corresponding to the real estate scene to be evaluated, the information quality evaluation is performed on the determined information quality of the target real estate, so as to determine the evaluation result of the information quality evaluation of the determined information quality of the target real estate. Among them, the information quality assessment of the information quality of the target real estate can be used to judge whether the information quality of the target real estate meets the information quality standard, and also to determine which information quality assessment parameters meet the information quality standard and which information quality assessment parameters do not meet the information quality. standard. The corresponding relationship between the real estate scene and the information quality standard may be preset. Different information quality standards include different information quality assessment parameters. For example, the information quality evaluation parameters included in the information quality standard corresponding to pure new projects include property rights period, sale status, real estate name and developer name; the information quality evaluation parameters included in the information quality standard corresponding to cooperative projects In addition to the four information quality evaluation parameters of real estate name and developer name, it also includes 65 information quality evaluation parameters such as property fees, decoration standards, decoration conditions, and apartment layout. Optionally, in this embodiment of the present invention, the information quality standard may take the form of a regular expression.

在步骤S13中,根据启动对欲评估楼盘场景进行信息质量评估的启动方式,确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果的返回方式。可选地,在本发明实施例中,启动方式可以是以下任一者:api接口启动、消息队列启动以及定时启动。优选地,当启动方式为所述api接口启动时,返回方式为实时返回;和/或当启动方式为消息队列启动时,返回方式为消息队列返回;和/或当启动方式为定时启动时,返回方式为消息队列返回。其中,实时返回就是得到评估结果后立即返回评估结果;消息队列返回是得到评估结果后将评估结果放在消息队列,通过消息队列返回评估结果。此外,欲评估楼盘场景与启动方式之间的对应关系可以预先设置。In step S13, according to the starting method of starting the information quality assessment on the scene of the real estate to be assessed, a return method of the evaluation result of the information quality assessment on the determined information quality of the target building is determined. Optionally, in this embodiment of the present invention, the startup mode may be any one of the following: api interface startup, message queue startup, and timing startup. Preferably, when the activation mode is the api interface activation, the return mode is real-time return; and/or when the activation mode is message queue activation, the return mode is message queue return; and/or when the activation mode is timing activation, The return method is the message queue return. Among them, the real-time return is to return the evaluation result immediately after the evaluation result is obtained; the message queue return is to put the evaluation result in the message queue after the evaluation result is obtained, and return the evaluation result through the message queue. In addition, the corresponding relationship between the real estate scene to be evaluated and the activation method can be preset.

在步骤S14中,根据所确定的返回方式返回评估结果。In step S14, the evaluation result is returned according to the determined return mode.

通过上述技术方案,对楼盘的信息质量进行信息质量评估并返回评估结果,实现了楼盘的信息质量的信息质量评估并及时发现楼盘数据问题,以为客户提供较为准确的信息,提高客户购房体验度。Through the above technical solution, the information quality of the real estate is evaluated and the evaluation results are returned, which realizes the information quality evaluation of the information quality of the real estate and discovers the problems of the real estate data in time, so as to provide customers with more accurate information and improve the customer's experience of buying a house.

可选地,在本发明实施例中,根据欲评估楼盘场景对应的信息质量标准对所确定的目标楼盘的信息质量进行信息质量评估可以包括以下内容。获取欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数对应所确定的目标楼盘的信息质量评估参数具体值。例如,从存储数据的数据库中获取。根据所获取的信息质量评估参数具体值和欲评估楼盘场景对应的信息质量标准进行规则计算,以对所确定的目标楼盘的信息质量进行信息质量评估。其中,规则计算即为判断所获取的信息质量评估参数具体值是否符合信息质量标准。例如,信息质量标准是预售证发证时间<楼盘开盘时间&户型面积>20。确定出目标楼盘后,获取目标楼盘的预售证发证时间、楼盘开盘时间和户型面积,判断是否满足预售证发证时间小于楼盘开盘时间及户型面积大于20。若满足则目标楼盘的信息质量符合信息质量标准;若不满足则目标楼盘的信息质量不符合信息质量标准。此外,还可以说明哪一或哪几个信息质量评估参数不符合信息质量标准,例如,对于信息质量标准是预售证发证时间<楼盘开盘时间&户型面积>20,在户型面积不满足大于20的情况下,可以说明户型面积不符合信息质量标准。Optionally, in this embodiment of the present invention, performing information quality assessment on the information quality of the determined target real estate according to the information quality standard corresponding to the real estate scene to be evaluated may include the following content. The information quality evaluation parameter included in the information quality standard corresponding to the acquired real estate scene to be evaluated corresponds to the specific value of the information quality evaluation parameter of the determined target real estate. For example, from the database where the data is stored. The rule calculation is performed according to the acquired specific values of the information quality evaluation parameters and the information quality standard corresponding to the scene of the real estate to be evaluated, so as to carry out the information quality evaluation of the information quality of the determined target real estate. The rule calculation is to judge whether the acquired specific value of the information quality evaluation parameter conforms to the information quality standard. For example, the information quality standard is the pre-sale certificate issuance time < real estate opening time & unit size > 20. After determining the target real estate, obtain the pre-sale certificate issuance time, real estate opening time and unit size of the target real estate, and determine whether the pre-sale certificate issuance time is less than the real estate opening time and the unit size is greater than 20%. If it is satisfied, the information quality of the target building meets the information quality standard; if not, the information quality of the target building does not meet the information quality standard. In addition, it can also indicate which one or several information quality evaluation parameters do not meet the information quality standard. For example, for the information quality standard, the pre-sale certificate issuance time < real estate opening time & unit size > 20, if the unit size does not meet the requirements of more than 20 In the case of 20, it can be explained that the unit size does not meet the information quality standards.

可选地,在本发明实施例中,根据欲评估楼盘场景对应的信息质量标准对所确定的目标楼盘的信息质量进行信息质量评估还可以包括以下内容。在欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数的形式不符合预设形式的情况下,将欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数的形式转换为预设形式。例如,将字段变更的{"fieldName":"XX","beforeValue":"CC","AfterValue":"DD"}转换成a.b.c形式,即(XX.CC.DD)。又如,将字段变更的Model(XX=DD)转换成a.b.c形式,即(XX.CC.DD)。Optionally, in this embodiment of the present invention, the information quality evaluation on the information quality of the determined target real estate according to the information quality standard corresponding to the real estate scene to be evaluated may further include the following content. If the form of the information quality evaluation parameters included in the information quality standard corresponding to the real estate scene to be evaluated does not conform to the preset form, convert the form of the information quality evaluation parameters included in the information quality standard corresponding to the real estate scene to be evaluated into the preset form . For example, convert the field change {"fieldName":"XX","beforeValue":"CC","AfterValue":"DD"} into a.b.c form, ie (XX.CC.DD). For another example, convert the Model (XX=DD) whose field is changed into a.b.c format, that is, (XX.CC.DD).

下面结合图2至图8,从产品的角度,对本发明实施例提供的用于评估楼盘的信息质量的方法进行示例性介绍。客户在购房时,希望能找到信息质量好的楼盘。那什么样的楼盘是信息质量好的楼盘呢,也就是信息质量达标的楼盘呢?如何整体评价楼盘的信息质量建设到什么程度,以及题症结在哪?基于此本发明实施例提供了一套对楼盘的信息质量进行检测的质检系统。质检系统的职责定义数据信息质量标准,抽象信息质量检测能力,对各节点信息质量诉求做统一提供和管理。具体地,本发明实施例提供的质检系统主要解决以下问题:1)定义楼盘数据信息质量标准,也就是本发明实施例中所述的信息质量标准,将标准抽象为一系列规则,构建多维度的楼盘信息质量评估能力;2)提供丰富的调度能力,将调度与规则解耦,精准的定位哪些楼盘执行哪些规则;3)检测结果作为任务,调度楼盘责任人采集数据,达到系统闭环;还输出看板,供城市线下考核。The method for evaluating the information quality of a real estate provided by an embodiment of the present invention will be exemplarily introduced below from the perspective of a product with reference to FIG. 2 to FIG. 8 . When customers buy houses, they hope to find real estate with good quality information. So what kind of real estate is a real estate with good information quality, that is, a real estate with up to standard information quality? How to evaluate the information quality of the real estate as a whole, and what is the crux of the problem? Based on this, the embodiments of the present invention provide a quality inspection system for detecting the information quality of real estate. The responsibility of the quality inspection system is to define data information quality standards, abstract information quality detection capabilities, and provide and manage the information quality requirements of each node in a unified manner. Specifically, the quality inspection system provided by the embodiment of the present invention mainly solves the following problems: 1) Define the information quality standard of real estate data, that is, the information quality standard described in the embodiment of the present invention, abstract the standard into a series of rules, and construct multiple Dimensional real estate information quality assessment capabilities; 2) Provide rich scheduling capabilities, decouple scheduling and rules, and accurately locate which real estate implements which rules; 3) The detection results are used as tasks, and the person responsible for the real estate is dispatched to collect data to achieve a closed-loop system; Kanban is also output for offline assessment in cities.

质检系统进行信息质量评估的主要流程可以参照图3所示。如图3所示,通过定时启动、消息队列启动及api接口启动中的一种启动方式启动信息质量评估,确定出目标楼盘,确定出信息质量标准,对所确定的目标楼盘的信息质量进行信息质量评估。The main process of the quality inspection system for information quality assessment can be referred to as shown in Figure 3. As shown in Figure 3, the information quality assessment is started by one of the timing startup, the message queue startup and the api interface startup, the target real estate is determined, the information quality standard is determined, and the information quality of the determined target real estate is evaluated. quality assessment.

如图2所示,质检系统包括数据质量管理后台1、调度模块2、规则处理模块3、结果处理模块4。As shown in FIG. 2 , the quality inspection system includes a dataquality management background 1 , ascheduling module 2 , arule processing module 3 , and aresult processing module 4 .

在数据质量管理后台1配置楼盘场景(比如纯新盘、合作盘等)与信息质量标准之间的对应关系、楼盘场景与楼盘初始范围之间的对应关系、楼盘场景与启动对楼盘场景进行信息质量评估的启动方式之间的对应关系及楼盘场景与目标楼盘确定规则表达式之间的对应关系。其中,楼盘场景与信息质量标准之间的对应关系可以在数据质量管理后台1绑定,通过调度规则关联表完成楼盘场景与信息质量标准之间的对应关系的配置。In the dataquality management background 1, configure the corresponding relationship between real estate scenarios (such as pure new projects, cooperative projects, etc.) and information quality standards, the corresponding relationship between real estate scenarios and the initial scope of real estate, real estate scenarios and start-up information on real estate scenarios Correspondence between the starting methods of quality assessment and the corresponding relationship between real estate scene and target real estate determination rule expression. Among them, the corresponding relationship between the real estate scene and the information quality standard can be bound in the dataquality management background 1, and the configuration of the corresponding relationship between the real estate scene and the information quality standard is completed through the scheduling rule association table.

目前,楼盘场景可以包括根据楼盘分类的楼盘场景和根据楼盘周边的情况分类的楼盘场景等。其中,根据楼盘分类的楼盘场景可以是纯新盘、合作盘、非合作盘、楼盘上下架、及时性场景等;根据楼盘周边的情况分类的楼盘场景可以是医院、地铁、学校、菜市场、文化园、药店等。纯新盘可以是待售且开盘时间未知/未维护的楼盘,也可以是待售且开盘时间已知但开盘时间的月份晚于当前月份的楼盘;合作盘可以是和某公司有合作关系的楼盘,非合作盘可以是跟某公司没有合作关系的楼盘。此外,不同的信息质量标准包括的信息质量评估参数是不同的。例如,纯新盘对应的信息质量标准包括的信息质量评估参数包括产权年限、售卖状态、楼盘名称和开发商名称;合作盘对应的信息质量标准包括的信息质量评估参数除产权年限、售卖状态、楼盘名称和开发商名称这四个信息质量评估参数外,还包含物业费、装修标准、装修情况、户型格局等65个信息质量评估参数;楼盘上下架对应的信息质量标准包括的信息质量评估参数可以包括头图、楼盘名称、楼盘地址、开发商名称、售卖状态、产权年限等6个信息质量评估参数。另外,在本发明实施例中,启动方式可以是api接口启动、消息队列启动以及定时启动。在数据质量管理后台1可以预先配置楼盘场景与启动方式之间的对应关系。例如,设置纯新盘、合作盘、非合作盘采用定时启动的方式启动信息质量评估,例如,在每天晚上21点进行信息质量评估。对于纯新盘、合作盘、非合作盘希望当天信息质量评估的评估结果第二天就可以在系统中展示,供城市、楼盘责任人更好的了解楼盘质量现状,会设置在每天晚上21点触发信息质量评估。需要说明的是,任一楼盘场景对应的启动方式可以是api接口启动、消息队列启动以及定时启动中的任一者,具体地可以根据具体情况进行设置。例如,对于纯新盘,可以设置每天21点进行信息质量评估,即设置在每天21点采用定时启动的方式进行信息质量评估;还可以在除去21点的任何其他时间上,设置采用api接口启动的启动方式进行信息质量评估,等等。此外,对于楼盘上下架这一楼盘场景,当上述6个信息质量评估参数有变动的时候,实时会触发对楼盘上下架进行信息质量评估,其中,具体的启动方式可以是api接口启动或者消息队列启动。当确定出的目标楼盘对应于上述6个信息质量评估参数的信息质量评估参数具体值均符合对应的信息质量标准时,在确定出的目标楼盘未上架的情况下触发确定出的目标楼盘自动上架;在确定出的目标楼盘已上架的情况下保持继续上架。当确定出的目标楼盘对应于上述6个信息质量评估参数的信息质量评估参数具体值中有不符合对应的信息质量标准的信息质量评估参数具体值时,在确定出的目标楼盘已上架的情况下触发下架操作;在确定出的目标楼盘未上架的情况下继续保持下架。Currently, the real estate scene may include a real estate scene classified according to the real estate, a real estate scene classified according to a situation around the real estate, and the like. Among them, the real estate scenarios classified according to the real estate can be pure new projects, cooperative projects, non-cooperative projects, real estate removals, timely scenarios, etc.; real estate scenarios classified according to the surrounding conditions of the real estate can be hospitals, subways, schools, vegetable markets, Cultural park, pharmacy, etc. Pure new projects can be properties for sale with unknown opening time/unmaintained, or properties for sale with known opening time but the month of opening time is later than the current month; cooperative projects can be those that have a partnership with a company Real estate, non-cooperative real estate can be a real estate without a cooperative relationship with a company. In addition, different information quality standards include different information quality assessment parameters. For example, the information quality evaluation parameters included in the information quality standard corresponding to pure new projects include property rights period, sale status, real estate name and developer name; the information quality evaluation parameters included in the information quality standard corresponding to cooperative projects In addition to the four information quality evaluation parameters of real estate name and developer name, it also includes 65 information quality evaluation parameters such as property fee, decoration standard, decoration situation, and apartment layout; It can include 6 information quality evaluation parameters such as header map, real estate name, real estate address, developer name, sales status, and property rights period. In addition, in this embodiment of the present invention, the startup mode may be api interface startup, message queue startup, and timing startup. The corresponding relationship between the real estate scene and the startup mode can be preconfigured in the dataquality management background 1 . For example, set up a pure new disk, a cooperative disk, and a non-cooperative disk to start the information quality evaluation in a timed manner, for example, conduct the information quality evaluation at 21:00 every night. For pure new projects, cooperative projects, and non-cooperative projects, it is hoped that the evaluation results of the information quality assessment on the day can be displayed in the system the next day, so that the city and the person in charge of the real estate can better understand the current situation of the real estate quality. It will be set at 21:00 every night. Trigger an information quality assessment. It should be noted that the startup method corresponding to any real estate scene may be any one of API interface startup, message queue startup, and timing startup, which can be specifically set according to specific conditions. For example, for a pure new disk, you can set the information quality assessment at 21:00 every day, that is, set the information quality assessment to be started at 21:00 every day; you can also set the API interface to start at any other time except 21:00 information quality assessment, etc. In addition, for the real estate scenario of real estate delisting, when the above 6 information quality evaluation parameters change, the real-time information quality assessment of the real estate delisting and delisting will be triggered. The specific startup method can be API interface startup or message queue. start up. When the specific values of the information quality evaluation parameters of the determined target real estate corresponding to the above-mentioned 6 information quality evaluation parameters all meet the corresponding information quality standards, trigger the determined target real estate to be automatically listed under the condition that the determined target real estate is not on the shelves; Continue to list on the condition that the determined target real estate has been listed. When the determined target real estate corresponds to the specific values of the information quality evaluation parameters of the above 6 information quality evaluation parameters, there is a specific value of the information quality evaluation parameter that does not meet the corresponding information quality standards, and the determined target real estate has been listed. Under the condition that the target real estate determined is not listed, it will continue to be removed.

此外,在本发明实施例中,api接口启动主要针对需要实时返回评估结果的情况。具体地,api接口启动可以应用在以下两种应用场景中,第一种应用场景是前置质检调度。前置质检调度是在数据存储入数据库前通过api接口调用判断入库数据质量是否过关,当得到评估结果后实时返回评估结果。例如,信息质量标准包括户数>=楼栋数、绿化面积<占地面积及绿化率规则,其中,当物业类型为住宅时,绿化率大于0且小于等于60;当物业类型为别墅时,绿化率大于0且小于等于80。当录入楼盘页面修改时,会根据前置场景在库里找到场景绑定的上述3个规则,然后对于每个规则,调接口获取对应的值,然后通过规则引擎QLExpress进行规则的计算,输出每个规则的执行结果,比如户数>=楼栋数,规则不通过,返回0,页面会拦截提示进行修改。In addition, in the embodiment of the present invention, the api interface startup is mainly aimed at the situation that the evaluation result needs to be returned in real time. Specifically, api interface startup can be applied in the following two application scenarios. The first application scenario is pre-quality inspection scheduling. The pre-quality inspection scheduling is to judge whether the quality of the inbound data has passed the test through the API interface call before the data is stored in the database, and return the evaluation result in real time after the evaluation result is obtained. For example, the information quality standard includes the number of households >= the number of buildings, green area < land area and green rate rules, where, when the property type is residential, the green rate is greater than 0 and less than or equal to 60; when the property type is villa, The greening rate is greater than 0 and less than or equal to 80. When the real estate page is entered and modified, the above three rules bound to the scene will be found in the library according to the pre-scenario, and then for each rule, the interface will be called to obtain the corresponding value, and then the rules will be calculated through the rule engine QLExpress, and each rule will be output. The execution result of each rule, such as the number of households >= the number of buildings, if the rule fails, returns 0, and the page will intercept the prompt for modification.

如图4所示,当场景为楼盘时,会确定相应的triggerid1。进而根据triggerid1确定相应的过滤执行规则ruleList1。例如,配置的楼盘的前置规则有5个,假设涉及到6个字段,当我们修改户数这个字段的时候,只执行户数相关的规则校验即可。这时比如户数涉及的规则有2个,就只执行这两个规则。也即,根据涉及的字段对规则进行过滤。ruleList1为5个规则,过滤后得到ruleList_1就是相关字段涉及的2个规则。进而基于ruleList_1以及相应实体数据进行规则执行步骤,以获得执行结果mq、并进行执行结果留痕操作。第二种场景是页面输入式调度。例如,可以是在规则预跑时使用页面输入式调度。具体地,当数据质量管理后台1进行规则预计算时,根据页面输入要执行的楼盘维度(pidList(单个楼盘或多个楼盘)、cityId(单个城市)和规则维度(ruleId(单个规则))通过api接口启动信息质量评估以对页面输入的信息质量标准进行验证。结果返回方式:根据cityId确定异步输出结果,城市维度异步返回,pid维度同步返回,异步执行结果通过邮件excel返回。As shown in Figure 4, when the scene is a real estate, the corresponding triggerid1 will be determined. Then, the corresponding filtering execution rule ruleList1 is determined according to triggerid1. For example, there are 5 pre-rules for the configured real estate. Suppose there are 6 fields involved. When we modify the field of the number of households, only the verification of the rules related to the number of households can be performed. At this time, for example, there are two rules involved in the number of households, and only these two rules are implemented. That is, the rules are filtered based on the fields involved. ruleList1 contains 5 rules. After filtering, ruleList_1 is the 2 rules involved in the related fields. Further, the rule execution steps are performed based on ruleList_1 and the corresponding entity data, so as to obtain the execution result mq, and perform the execution result trace operation. The second scenario is page entry scheduling. For example, page entry scheduling can be used during rule pre-running. Specifically, when the dataquality management backend 1 performs rule pre-calculation, the real estate dimension (pidList (single real estate or multiple real estate), cityId (single city) and rule dimension (ruleId (single rule)) to be executed according to the page input pass through The api interface starts the information quality assessment to verify the information quality standard entered on the page. Result return method: determine the asynchronous output result according to the cityId, the city dimension is returned asynchronously, the pid dimension is returned synchronously, and the asynchronous execution result is returned by email excel.

另外,在本发明实施例中,消息队列启动是将触发事件写入消息队列,质检系统根据消息队列中的触发事件,执行信息质量评估。其中,触发事件即为对某一或者某几个楼盘场景进行信息质量评估的指示。对于消息队列启动,异步执行信息质量评估,评估结果通过消息队列返回。消息队列启动可以应用于两种场景。其中,第一种场景是信息质量评估参数具体值变更,需要对变更的信息质量评估参数具体值进行质检,当出现信息质量评估参数具体值变更时,设置欲评估楼盘场景,确定出目标楼盘,对目标楼盘的信息质量进行信息质量评估。第二种场景是质检字段类mq中的字段是想要质检的字段。实时字段变更,执行字段涉及的规则,比如售楼处电话变更执行AI电话检测,或者头图等字段变更执行自动上架规则检测;质检字段类,流程基本同API,不同的是对于mq中的字段会以mq中的值为准,对于规则中的字段,mq中没有的再调接口获取;二是mq接入式质检的结果通过异步mq方式返回。In addition, in the embodiment of the present invention, the starting of the message queue is to write a trigger event into the message queue, and the quality inspection system performs information quality assessment according to the trigger event in the message queue. Wherein, the trigger event is an instruction to perform information quality assessment on one or several real estate scenarios. For message queue startup, the information quality evaluation is performed asynchronously, and the evaluation result is returned through the message queue. Message queue startup can be applied in two scenarios. Among them, the first scenario is that the specific value of the information quality assessment parameter is changed. It is necessary to conduct quality inspection on the specific value of the changed information quality assessment parameter. When the specific value of the information quality assessment parameter changes, set the scene of the real estate to be assessed and determine the target real estate. , to evaluate the information quality of the target real estate. The second scenario is that the fields in the quality inspection field class mq are the fields that want to be inspected. Real-time field changes, the rules involved in the implementation of fields, such as AI phone detection for sales office phone changes, or automatic listing rule detection for field changes such as header images; quality inspection fields, the process is basically the same as the API, the difference is that for the mq The field will be based on the value in mq. For the field in the rule, the re-call interface that is not in mq will be obtained; the second is that the result of mq access quality inspection is returned through asynchronous mq.

此外,在本发明实施例中,定时启动可以是定时跑批,也就是定时进行信息质量评估,以检测入数据库后的数据的质量,预先设置什么时间对什么楼盘场景进行信息质量评估。到达每个跑批对应的时间,对所到达的时间对应的楼盘场景根据其对应的信息质量标准进行信息质量评估。对于这种启动方式,异步进行信息质量评估,评估结果通过消息队列返回。In addition, in this embodiment of the present invention, the timing start may be timing batch running, that is, information quality assessment is performed regularly to detect the quality of the data after entering the database, and pre-set when to perform information quality assessment on which real estate scene. When the time corresponding to each running batch is reached, the information quality of the real estate scene corresponding to the arrival time is evaluated according to its corresponding information quality standard. For this startup method, the information quality evaluation is performed asynchronously, and the evaluation result is returned through the message queue.

调度模块2解决的是对什么楼盘的信息质量进行信息质量评估的问题,也就是确定出目标楼盘。目标楼盘确定规则表达式在数据质量管理后台1中进行配置,其中,目标楼盘确定规则表达式就是将用于确定目标楼盘的内容配置成规则表达式。例如,确定目标楼盘的内容为北京的物业类型为住宅的楼盘,会配置成规则表达式,在进行确定目标楼盘时,通过规则引擎执行规则表达式来筛选出目标楼盘。可以根据楼盘场景设置对应的目标楼盘确定规则表达式。如图5所示,这里我们抽象通用的楼盘范围组件,有全量楼盘组件、城市组件、物业类型组件等,用于确定目标楼盘的内容会被配置成规则表达式,如物业类型=住宅&有责任人=true&售楼处AI电话=true。比如,定时启动启动信息质量评估,当一定时跑批任务被触发的时候,会根据该任务对应的楼盘场景找到对应的调度trigger,trigger中涉及到楼盘场景对应的楼盘初始范围,根据楼盘初始范围,调接口获取到目标楼盘确定规则表达式中包括的目标楼盘确定参数对应于楼盘初始范围内的每一楼盘的目标楼盘确定参数具体值,然后通过规则引擎执行表达式如物业类型=住宅&有责任人=true&售楼处AI电话=true,来过滤满足条件的楼盘,即找到目标楼盘。Thescheduling module 2 solves the problem of evaluating the information quality of the real estate, that is, determining the target real estate. The target real estate determination rule expression is configured in the dataquality management background 1, wherein the target real estate determination rule expression is to configure the content for determining the target real estate into a regular expression. For example, if the content of the target real estate is determined to be a real estate whose property type is residential in Beijing, it will be configured as a regular expression. When determining the target real estate, the rule engine will execute the regular expression to filter out the target real estate. The regular expression can be determined according to the target real estate setting corresponding to the real estate scene. As shown in Figure 5, here we abstract the general real estate scope components, including full real estate components, city components, property type components, etc. The content used to determine the target real estate will be configured as a regular expression, such as property type = residential & have Responsible person = true & sales office AI phone = true. For example, the information quality assessment is started regularly. When the batch running task is triggered at a certain time, the corresponding scheduling trigger will be found according to the real estate scene corresponding to the task. The trigger involves the initial range of the real estate corresponding to the real estate scene. According to the initial range of the real estate , the adjustment interface obtains the target real estate determination parameter included in the target real estate determination rule expression corresponding to the specific value of the target real estate determination parameter of each real estate within the initial range of the real estate, and then executes the expression through the rule engine, such as property type=residential & has Responsible person = true & sales office AI phone = true, to filter the real estate that meets the conditions, that is, to find the target real estate.

规则模块3通过调度模块2触发,配置化节点数据拉取,通过规则引擎计算输出结果,也就是得到信息质量评估的评估结果。在规则模块3收到调度模块2的数据后,先后进行如下处理,如图6所示。a)数据适配。在欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数的形式不符合预设形式的情况下,将欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数的形式转换为预设形式。解决API校验接口、业务变更消息中字段与标准模型字段(a.b.c)不一致的问题,比如将字段变更的{"fieldName":"XX","beforeValue":"CC","AfterValue":"DD"}转换成a.b.c形式,即(XX.CC.DD)。又如,将字段变更的Model(XX=DD)转换成a.b.c形式,即(XX.CC.DD)。b)数据处理。解决信息质量标准包括的多个规则涉及同一个信息质量评估参数(例如,信息质量标准包括楼盘面积大于0及楼盘面积小于10,两个规则分别是楼盘面积大于0及楼盘面积小于10,同时涉及到楼盘面积这个信息质量评估参数)或者信息质量标准包括的多个信息质量评估参数调用同一接口获取信息质量评估参数具体值的情况下,对调用接口先做去重处理,再分别调用接口获取数据,对信息质量标准涉及到的信息质量评估参数逐个赋值。其中,经过去重处理,需要调用多次的接口只需调用一次即可。c)规则计算。根据信息质量标准及信息质量评估参数具体值,通过规则引擎执行信息质量标准规则表达式对确定出的目标楼盘的信息质量进行信息质量评估,判断信息质量评估参数具体值是否符合信息质量标准,其中,信息质量标准规则表达式是将信息质量标准包括的内容配置成规则表达式的形式。其中,对于一个信息质量评估参数有多重值的情况,比如一个楼盘有2个预售证,有3个户型,信息质量标准规则表达式为预售证发证时间<楼盘开盘时间&户型面积>20,在计算的时候进行笛卡尔积,有2*3=6种情况,对于每种情况执行规则计算,其中,规则计算即为判断是否满足预售证发证时间小于楼盘开盘时间及户型面积大于20。此外,在本发明实施例中,展示目标楼盘的信息质量是否符合信息质量标准的形式有很多,例如,使用得分来展示,具体地,可以预先设置符合信息质量标准的时候得分是多少,不符合信息质量标准的时候得分是多少,不符合信息质量标准的时候还可根据不符合信息质量标准的信息质量评估参数的个数设置不同的分值。此外,针对上述示例,一个楼盘有2个预售证,有3个户型,信息质量标准规则表达式为预售证发证时间<楼盘开盘时间&户型面积>20,还可以配置上述6种情况中一种情况符合信息质量标准得到符合信息质量标准的情况对应的分数还是全部6种情况均符合信息质量标准得分符合信息质量标准的情况对应的分数。例如,符合信息质量标准的情况对应的得分是1分,不符合信息质量标准的情况对应得分是0,且在一种情况符合信息质量标准的情况下就得到符合信息质量标准的情况对应的分数,那么6种情况中一种情况符合信息质量标准就返回1,否则返回0。Therule module 3 is triggered by thescheduling module 2, configures the node data to pull, and calculates the output result through the rule engine, that is, obtains the evaluation result of the information quality evaluation. After therule module 3 receives the data from thescheduling module 2, the following processes are performed successively, as shown in FIG. 6 . a) Data adaptation. If the form of the information quality evaluation parameters included in the information quality standard corresponding to the real estate scene to be evaluated does not conform to the preset form, convert the form of the information quality evaluation parameters included in the information quality standard corresponding to the real estate scene to be evaluated into the preset form . Solve the problem that the fields in the API verification interface and business change messages are inconsistent with the standard model fields (a.b.c), such as {"fieldName":"XX","beforeValue":"CC","AfterValue":"DD "} into a.b.c form, ie (XX.CC.DD). For another example, convert the Model (XX=DD) whose field is changed into a.b.c format, that is, (XX.CC.DD). b) Data processing. Addressing the multiple rules included in the information quality standard involves the same information quality assessment parameter (for example, the information quality standard includes a building area greater than 0 and a building area less than 10, the two rules are that the building area is greater than 0 and the building area is less than 10, and both involve When multiple information quality assessment parameters included in the information quality standard call the same interface to obtain the specific value of the information quality assessment parameter, the calling interface is first deduplicated, and then the interface is called separately to obtain data , and assign the information quality evaluation parameters involved in the information quality standard one by one. Among them, after deduplication processing, the interface that needs to be called multiple times only needs to be called once. c) Rule calculation. According to the information quality standard and the specific value of the information quality evaluation parameter, the information quality of the determined target building is evaluated by executing the information quality standard rule expression through the rule engine, and it is judged whether the specific value of the information quality evaluation parameter conforms to the information quality standard. , the regular expression of the information quality standard is to configure the content included in the information quality standard into the form of a regular expression. Among them, for a situation where an information quality evaluation parameter has multiple values, for example, a building has 2 pre-sale certificates and 3 unit types, the standard rule expression of information quality is the issuance time of the pre-sale certificate <the opening time of the building & the area of the unit type> 20. Carry out the Cartesian product during the calculation. There are 2*3=6 cases. For each case, the rule calculation is performed. Among them, the rule calculation is to judge whether the pre-sale certificate issuance time is less than the real estate opening time and the floor area. greater than 20. In addition, in the embodiment of the present invention, there are many forms of displaying whether the information quality of the target real estate meets the information quality standard. For example, the score is used to display. What is the score when the information quality standard is not met, and different scores can be set according to the number of information quality evaluation parameters that do not meet the information quality standard when the information quality standard is not met. In addition, for the above example, a building has 2 pre-sale certificates and 3 unit types, and the standard rule expression for information quality is the pre-sale certificate issuance time < building opening time & unit area> 20, and the above 6 situations can also be configured Whether one of the situations meets the information quality standard gets the score corresponding to the situation that meets the information quality standard, or the score corresponds to the situation where all six situations meet the information quality standard and the score meets the information quality standard. For example, the score corresponding to the case that meets the information quality standard is 1 point, the case that does not meet the information quality standard corresponds to a score of 0, and if a situation meets the information quality standard, the score corresponding to the case that meets the information quality standard is obtained. , then if one of the six cases meets the information quality standard, it will return 1, otherwise it will return 0.

结果处理模块4对评估结果进行处理,评估结果主要作为以下输出。a)将评估结果放入消息队列,输出kafka消息作为线索任务,调度责任人进行采集。b)将评估结果存储到es,通过检索es中的数据,构建数据信息质量评估工具,基于城市、场景、规则、楼盘等维度查看数据问题。举个例子,重庆的楼盘场景执行情况如下,重庆的合作盘比如有N1(表示数量1)个,符合合作盘对应的69个规则的执行结果全部为1、即符合信息质量标准的有N2(表示数量2)个盘。c)输出质量看板,供城市查看楼盘质量情况,比如完备率、准确率。如图7所示,评估结果会发到kafka消息中,kafka消息构建hive表作为质检检测结果流水表,会在流水表基础上根据不同的统计维度构建不同的hive表,比如楼盘纯新盘、合作盘、非合作盘在不同楼盘场景、不同pid(楼盘维度)、不同信息质量标准去重后输出楼盘完(即全)备明细表,在明细表上再产出楼盘总分表,即每个楼盘的得分情况,基于上述两张表(明细表和总分表),输出全国、各城市的完备率看板。Theresult processing module 4 processes the evaluation result, and the evaluation result is mainly output as the following. a) Put the evaluation results into the message queue, output the kafka message as a clue task, and schedule the responsible person for collection. b) Store the evaluation results in the es, and by retrieving the data in the es, build a data information quality evaluation tool, and view data problems based on the dimensions of cities, scenes, rules, and real estate. For example, the implementation of the real estate scene in Chongqing is as follows. For example, there are N1 (representing the number of 1) cooperative projects in Chongqing, and the execution results of the 69 rules corresponding to the cooperative projects are all 1, that is, N2 ( Indicates the number of 2) disks. c) Output quality kanban for the city to check the quality of real estate, such as completeness rate and accuracy rate. As shown in Figure 7, the evaluation results will be sent to the kafka message, and the kafka message will build a hive table as a flow meter for the quality inspection results. Based on the flow table, different hive tables will be constructed according to different statistical dimensions, such as pure new real estate. , cooperative projects and non-cooperative projects in different real estate scenarios, different PIDs (real estate dimensions), and different information quality standards, output the complete (that is, full) detailed list of the real estate after deduplication, and then output the total score table of the real estate on the detailed list, that is The score of each real estate is based on the above two tables (detailed table and total score table), and the completion rate dashboard of the whole country and each city is output.

相应地,本发明实施例的另一方面提供用于评估楼盘的信息质量的装置。Accordingly, another aspect of the embodiments of the present invention provides an apparatus for evaluating the information quality of a real estate.

图8是本发明另一实施例提供的用于评估楼盘的信息质量的装置的结构框图。如图8所示,该装置包括启动模块5、目标楼盘确定模块6、信息质量评估模块7、返回方式确定模块8和返回模块9。启动模块5用于启动对欲评估楼盘场景进行信息质量评估;目标楼盘确定模块6用于确定欲评估楼盘场景中进行信息质量评估的目标楼盘;信息质量评估模块7用于根据欲评估楼盘场景对应的信息质量标准,对所确定的目标楼盘的信息质量进行信息质量评估,以确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果;返回方式确定模块8用于根据启动对欲评估楼盘场景进行信息质量评估的启动方式,确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果的返回方式;返回模块9用于根据所确定的返回方式返回评估结果。FIG. 8 is a structural block diagram of an apparatus for evaluating the information quality of a real estate provided by another embodiment of the present invention. As shown in FIG. 8 , the device includes astartup module 5 , a target realestate determination module 6 , an informationquality assessment module 7 , a returnmode determination module 8 and areturn module 9 . The start-upmodule 5 is used to start the information quality assessment for the real estate scene to be assessed; the target realestate determination module 6 is used to determine the target real estate to be assessed in the real estate scene for information quality assessment; the informationquality assessment module 7 is used to evaluate the real estate scene corresponding to According to the information quality standard, the information quality of the determined target real estate is evaluated for information quality to determine the evaluation result of the information quality evaluation of the determined information quality of the target real estate; The starting method of the information quality assessment of the real estate scene determines the return method of the evaluation result of the information quality assessment of the determined target real estate; thereturn module 9 is used to return the evaluation result according to the determined return method.

可选地,在本发明实施例中,目标楼盘确定模块确定欲评估楼盘场景中进行信息质量评估的目标楼盘包括:确定欲评估楼盘场景对应的目标楼盘确定规则表达式;以及基于所确定的目标楼盘确定规则表达式确定目标楼盘。Optionally, in this embodiment of the present invention, the target real estate determination module determining the target real estate to be evaluated for the information quality assessment in the real estate scene includes: determining a target real estate corresponding to the real estate scene to be evaluated and determining a regular expression; and based on the determined target The real estate determination rule expression determines the target real estate.

可选地,在本发明实施例中,信息质量评估模块根据欲评估楼盘场景对应的信息质量标准对所确定的目标楼盘的信息质量进行信息质量评估包括:获取欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数对应所确定的目标楼盘的信息质量评估参数具体值;以及根据所获取的信息质量评估参数具体值和欲评估楼盘场景对应的信息质量标准进行规则计算,以对所确定的目标楼盘的信息质量进行信息质量评估。Optionally, in this embodiment of the present invention, the information quality evaluation module performing the information quality evaluation on the information quality of the determined target real estate according to the information quality standard corresponding to the real estate scene to be evaluated includes: obtaining the information quality standard corresponding to the real estate scene to be evaluated. The included information quality evaluation parameters correspond to the determined specific values of the information quality evaluation parameters of the target real estate; and perform rule calculation according to the acquired specific values of the information quality evaluation parameters and the information quality standards corresponding to the real estate scene to be evaluated, so as to determine the specific value of the information quality evaluation parameters. The information quality of the target real estate is evaluated.

可选地,在本发明实施例中,信息质量评估模块根据欲评估楼盘场景对应的信息质量标准对所确定的目标楼盘的信息质量进行信息质量评估还包括:在欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数的形式不符合预设形式的情况下,将欲评估楼盘场景对应的信息质量标准包括的信息质量评估参数的形式转换为预设形式。Optionally, in the embodiment of the present invention, the information quality evaluation module performing the information quality evaluation on the information quality of the determined target real estate according to the information quality standard corresponding to the real estate scene to be evaluated further includes: in the information quality corresponding to the real estate scene to be evaluated. If the form of the information quality evaluation parameters included in the standard does not conform to the preset form, convert the form of the information quality evaluation parameters included in the information quality standard corresponding to the real estate scene to be evaluated into the preset form.

可选地,在本发明实施例中,启动方式为以下任一者:api接口启动、消息队列启动以及定时启动。Optionally, in this embodiment of the present invention, the startup mode is any one of the following: api interface startup, message queue startup, and timing startup.

可选地,在本发明实施例中,返回方式确定模块根据启动对欲评估楼盘场景进行信息质量评估的启动方式,确定对所确定的目标楼盘的信息质量进行信息质量评估的评估结果的返回方式包括:当启动方式为所述api接口启动时,返回方式为实时返回;和/或当启动方式为消息队列启动时,返回方式为消息队列返回;和/或当启动方式为定时启动时,返回方式为消息队列返回。Optionally, in the embodiment of the present invention, the return mode determination module determines the return mode of the evaluation result of the information quality evaluation on the determined information quality of the target real estate according to the activation mode of initiating the information quality assessment on the scene of the real estate to be evaluated. Including: when the activation mode is the api interface activation, the return mode is real-time return; and/or when the activation mode is message queue activation, the return mode is message queue return; and/or when the activation mode is timing activation, return The method is returned by the message queue.

本发明实施例提供的用于评估楼盘质量的装置的具体工作原理及益处与本发明实施例提供的用于评估楼盘质量的方法的具体工作原理及益处相似,这里将不再赘述。The specific working principles and benefits of the apparatus for evaluating the quality of a building provided by the embodiments of the present invention are similar to the specific working principles and benefits of the method for evaluating the quality of a building provided by the embodiments of the present invention, and will not be repeated here.

所述用于评估楼盘质量的装置包括处理器和存储器,上述启动模块、目标楼盘确定模块、信息质量评估模块、返回方式确定模块和返回模块等均作为程序单元存储在存储器中,由处理器执行存储在存储器中的上述程序单元来实现相应的功能。The device for evaluating the quality of the real estate includes a processor and a memory, and the above-mentioned startup module, the target real estate determination module, the information quality evaluation module, the return mode determination module and the return module are all stored in the memory as program units, and are executed by the processor. The above-mentioned program units stored in the memory implement the corresponding functions.

处理器中包含内核,由内核去存储器中调取相应的程序单元。内核可以设置一个或以上,通过调整内核参数来实现了楼盘的信息质量评估并及时发现楼盘数据问题,以为客户提供较为准确的信息,提高客户购房体验度。The processor includes a kernel, and the kernel calls the corresponding program unit from the memory. The kernel can be set to one or more. By adjusting the kernel parameters, the information quality assessment of the real estate can be realized and the data problems of the real estate can be found in time, so as to provide customers with more accurate information and improve the customer's experience of buying a house.

存储器可能包括计算机可读介质中的非永久性存储器,随机存取存储器(RAM)和/或非易失性内存等形式,如只读存储器(ROM)或闪存(flash RAM),存储器包括至少一个存储芯片。Memory may include non-persistent memory in computer readable media, random access memory (RAM) and/or non-volatile memory, such as read only memory (ROM) or flash memory (flash RAM), the memory including at least one memory chip.

此外,本发明实施例的另一方面还提供一种机器可读存储介质,该机器可读存储介质上存储有指令,该指令用于使得机器执行上述实施例中所述的方法。In addition, another aspect of the embodiments of the present invention further provides a machine-readable storage medium, where instructions are stored on the machine-readable storage medium, and the instructions are used to cause a machine to execute the methods described in the foregoing embodiments.

另外,本发明实施例的另一方面还提供一种处理器,用于运行程序,其中,程序被运行时用于执行上述实施例中所述的方法。In addition, another aspect of the embodiments of the present invention further provides a processor for running a program, wherein the program is used to execute the method described in the above embodiments when the program is executed.

此外,本发明实施例的另一方面还提供一种设备,设备包括处理器、存储器及存储在存储器上并可在处理器上运行的程序,处理器执行程序时实现上述实施例中所述的方法。本文中的设备可以是服务器、PC、PAD、手机等。In addition, another aspect of the embodiments of the present invention also provides a device, the device includes a processor, a memory, and a program stored in the memory and running on the processor, and the processor implements the above-described embodiments when executing the program. method. The devices in this article can be servers, PCs, PADs, mobile phones, and so on.

另外,本发明实施例的另一方面还提供一种计算机程序产品,包括计算机程序/指令,该计算机程序/指令被处理器执行时实现上述实施例中所述的方法。In addition, another aspect of the embodiments of the present invention further provides a computer program product, including a computer program/instruction, when the computer program/instruction is executed by a processor, the method described in the above embodiments is implemented.

本领域内的技术人员应明白,本申请的实施例可提供为方法、系统、或计算机程序产品。因此,本申请可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且,本申请可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器、CD-ROM、光学存储器等)上实施的计算机程序产品的形式。As will be appreciated by those skilled in the art, the embodiments of the present application may be provided as a method, a system, or a computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein.

本申请是参照根据本申请实施例的方法、设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the present application. It will be understood that each flow and/or block in the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to the processor of a general purpose computer, special purpose computer, embedded processor or other programmable data processing device to produce a machine such that the instructions executed by the processor of the computer or other programmable data processing device produce Means for implementing the functions specified in a flow or flow of a flowchart and/or a block or blocks of a block diagram.

这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory result in an article of manufacture comprising instruction means, the instructions The apparatus implements the functions specified in the flow or flow of the flowcharts and/or the block or blocks of the block diagrams.

这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上,使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions can also be loaded on a computer or other programmable data processing device to cause a series of operational steps to be performed on the computer or other programmable device to produce a computer-implemented process such that The instructions provide steps for implementing the functions specified in the flow or blocks of the flowcharts and/or the block or blocks of the block diagrams.

在一个典型的配置中,计算设备包括一个或多个处理器(CPU)、输入/输出接口、网络接口和内存。In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.

存储器可能包括计算机可读介质中的非永久性存储器,随机存取存储器(RAM)和/或非易失性内存等形式,如只读存储器(ROM)或闪存(flash RAM)。存储器是计算机可读介质的示例。Memory may include non-persistent memory in computer readable media, random access memory (RAM) and/or non-volatile memory in the form of, for example, read only memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.

计算机可读介质包括永久性和非永久性、可移动和非可移动媒体可以由任何方法或技术来实现信息存储。信息可以是计算机可读指令、数据结构、程序的模块或其他数据。计算机的存储介质的例子包括,但不限于相变内存(PRAM)、静态随机存取存储器(SRAM)、动态随机存取存储器(DRAM)、其他类型的随机存取存储器(RAM)、只读存储器(ROM)、电可擦除可编程只读存储器(EEPROM)、快闪记忆体或其他内存技术、只读光盘只读存储器(CD-ROM)、数字多功能光盘(DVD)或其他光学存储、磁盒式磁带,磁带磁磁盘存储或其他磁性存储设备或任何其他非传输介质,可用于存储可以被计算设备访问的信息。按照本文中的界定,计算机可读介质不包括暂存电脑可读媒体(transitory media),如调制的数据信号和载波。Computer-readable media includes both persistent and non-permanent, removable and non-removable media, and storage of information may be implemented by any method or technology. Information may be computer readable instructions, data structures, modules of programs, or other data. Examples of computer storage media include, but are not limited to, phase-change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), other types of random access memory (RAM), read only memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), Flash Memory or other memory technology, Compact Disc Read Only Memory (CD-ROM), Digital Versatile Disc (DVD) or other optical storage, Magnetic tape cassettes, magnetic tape magnetic disk storage or other magnetic storage devices or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, computer-readable media does not include transitory computer-readable media, such as modulated data signals and carrier waves.

还需要说明的是,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、商品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、商品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括要素的过程、方法、商品或者设备中还存在另外的相同要素。It should also be noted that the terms "comprising", "comprising" or any other variation thereof are intended to encompass a non-exclusive inclusion such that a process, method, article or device comprising a series of elements includes not only those elements, but also Other elements not expressly listed, or which are inherent to such a process, method, article of manufacture, or apparatus are also included. Without further limitation, an element qualified by the phrase "comprising a..." does not preclude the presence of additional identical elements in the process, method, article of manufacture or apparatus that includes the element.

以上仅为本申请的实施例而已,并不用于限制本申请。对于本领域技术人员来说,本申请可以有各种更改和变化。凡在本申请的精神和原理之内所作的任何修改、等同替换、改进等,均应包含在本申请的权利要求范围之内。The above are merely examples of the present application, and are not intended to limit the present application. Various modifications and variations of this application are possible for those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of this application shall be included within the scope of the claims of this application.

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CN202210328402.9A2022-03-302022-03-30Method and device for evaluating the quality of information of a buildingPendingCN114565323A (en)

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