CN115456094A - An information type identification method, device, equipment and medium - Google Patents
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Abstract
Description
Translated fromChinese技术领域technical field
本申请涉及计算机技术领域，具体涉及一种信息类型识别方法、装置、设备及介质。The present application relates to the field of computer technology, and in particular to an information type identification method, device, equipment and medium.
背景技术Background technique
随着互联网技术的不断发展，为保证互联网的安全，需要对互联网中出现的信息进行类型识别。目前的信息类型识别方法使得网络时延较长，影响着互联网企业的发展。With the continuous development of Internet technology, in order to ensure the security of the Internet, it is necessary to identify the types of information appearing on the Internet. The current information type identification method makes the network delay longer, which affects the development of Internet companies.
发明内容Contents of the invention
有鉴于此，本申请实施例提供一种信息类型识别方法、装置、设备及介质，以提高信息类型识别效率。In view of this, the embodiments of the present application provide an information type identification method, device, device, and medium, so as to improve the efficiency of information type identification.
为实现上述目的，本申请提供的技术方案如下：In order to achieve the above object, the technical scheme provided by the application is as follows:
在本申请第一方面，提供了一种信息类型识别方法，该方法包括：In the first aspect of the present application, an information type identification method is provided, the method comprising:
响应于每次的输入操作，获取实时输入操作对应的输入信息；In response to each input operation, obtain input information corresponding to the real-time input operation;
对所述输入信息进行信息类型识别，获得类型识别信息，所述类型识别信息包括所述输入操作对应的评估分数以及指示信息，所述指示信息用于指示针对所述输入操作的评估为有效评估或无效评估；Perform information type identification on the input information to obtain type identification information, the type identification information includes the evaluation score corresponding to the input operation and indication information, the indication information is used to indicate that the evaluation for the input operation is a valid evaluation or invalid evaluation;
将多次输入操作分别对应的类型识别信息进行汇总，获得汇总结果，所述多次输入操作作为一次完整的信息类型识别行为，所述汇总结果包括有效评估对应的评估分数占总评估分数的第一占比以及有效评估次数占总评估次数的第二占比；Summarize the type identification information corresponding to multiple input operations to obtain a summary result. The multiple input operations are regarded as a complete information type identification behavior, and the summary result includes the evaluation score corresponding to the effective evaluation. The first ratio and the second ratio of valid evaluation times to the total evaluation times;
基于信息类型识别策略对所述汇总结果进行评估，获得所述多次输入操作对应的类型识别结果。The summary result is evaluated based on the information type identification strategy, and the type identification results corresponding to the multiple input operations are obtained.
在本申请第二方面，提供了一种信息类型识别装置，所述装置包括：In the second aspect of the present application, an information type identification device is provided, the device comprising:
第一获取单元，用于响应于每次的输入操作，获取实时输入操作对应的输入信息；The first acquisition unit is configured to acquire input information corresponding to a real-time input operation in response to each input operation;
第二获取单元，用于对所述输入信息进行信息类型识别，获得类型识别信息，所述类型识别信息包括所述输入操作对应的评估分数以及指示信息，所述指示信息用于指示针对所述输入操作的评估为有效评估或无效评估；The second acquiring unit is configured to identify the information type of the input information, and obtain type identification information, the type identification information includes the evaluation score corresponding to the input operation and indication information, and the indication information is used to indicate the The evaluation of the input operation is a valid evaluation or an invalid evaluation;
汇总单元，用于将多次输入操作分别对应的类型识别信息进行汇总，获得汇总结果，所述多次输入操作作为一次完整的信息类型识别行为，所述汇总结果包括有效评估对应的评估分数占总评估分数的第一占比以及有效评估次数占总评估次数的第二占比；The summary unit is used to summarize the type identification information corresponding to multiple input operations respectively to obtain a summary result. The multiple input operations are regarded as a complete information type identification behavior, and the summary result includes the evaluation score corresponding to the effective evaluation. The first ratio of total evaluation scores and the second ratio of valid evaluation times to total evaluation times;
第三获取单元，用于基于信息类型识别策略对所述汇总结果进行评估，获得所述多次输入操作对应的类型识别结果。The third acquiring unit is configured to evaluate the summary result based on the information type identification strategy, and obtain the type identification results corresponding to the multiple input operations.
在本申请第三方面，提供了一种电子设备，所述设备包括：处理器和存储器；In a third aspect of the present application, an electronic device is provided, and the device includes: a processor and a memory;
所述存储器，用于存储指令或计算机程序；said memory for storing instructions or computer programs;
所述处理器，用于执行所述存储器中的所述指令或计算机程序，以使得所述电子设备执行第一方面所述的方法。The processor is configured to execute the instructions or computer programs in the memory, so that the electronic device executes the method described in the first aspect.
在本申请第四方面，提供了一种计算机可读存储介质，其特征在于，所述计算机可读存储介质中存储有指令，当所述指令在设备上运行时，使得所述设备执行第一方面所述的方法。In the fourth aspect of the present application, there is provided a computer-readable storage medium, wherein instructions are stored in the computer-readable storage medium, and when the instructions are run on a device, the device executes the first method described in the aspect.
在本申请第五方面，提供了一种计算机程序产品，所述计算机程序产品包括计算机程序/指令，所述计算机程序/指令被处理器执行时实现第一方面所述的方法。In a fifth aspect of the present application, a computer program product is provided, the computer program product includes a computer program/instruction, and when the computer program/instruction is executed by a processor, the method described in the first aspect is implemented.
由此可见，本申请具有如下有益效果：This shows that the application has the following beneficial effects:
本申请中，当用户在输入框输入信息时，响应于用户每次触发的输入操作，获取实时输入操作对应的输入信息，并对该输入信息进行信息类型识别，获得类型识别信息。其中，类型识别信息包括输入操作对应的评估分数以及指示信息，该指示信息用于指示针对该输入操作的评估为有效评估或无效评估。即，用户在输入框输入信息过程中，通过实时抓取用户在输入框里面填写的信息内容，进行实时行为的类型识别。在用户完成全部的输入操作后，获取多次输入操作分别对应的类型识别信息，将该多个类型识别信息进行汇总，获得汇总结果。其中，汇总结果包括有效评估对应的评估分数占总评估分数的第一占比以及有效评估次数占总评估次数的第二占比。在获取汇总结果后，利用信息类型识别策略对汇总结果进行评估，从而获得该多次输入操作对应的类型识别结果。即，本申请通过对实时输入操作进行类型识别，以便在用户完成所有输入操作后，对每次输入操作对应的类型识别进行汇总，进而对汇总结果进行评估，获得类型识别结果，无需等所有输入操作完成后才进行类型识别，降低类型识别的时长，提高对存在风险的信息的控制效率。In this application, when the user inputs information in the input box, in response to each input operation triggered by the user, the input information corresponding to the real-time input operation is obtained, and the information type is identified for the input information to obtain the type identification information. Wherein, the type identification information includes an evaluation score corresponding to the input operation and indication information, where the indication information is used to indicate whether the evaluation for the input operation is a valid evaluation or an invalid evaluation. That is, during the process of the user inputting information in the input box, the type of real-time behavior is identified by capturing the information content filled in by the user in the input box in real time. After the user completes all input operations, type identification information corresponding to multiple input operations is obtained, and the multiple type identification information are aggregated to obtain an aggregated result. Wherein, the aggregated results include the first ratio of the evaluation scores corresponding to the valid evaluations to the total evaluation scores and the second ratio of the number of valid evaluations to the total evaluation times. After the summary result is obtained, the summary result is evaluated by using the information type identification strategy, so as to obtain the type identification result corresponding to the multiple input operations. That is, this application identifies the types of real-time input operations, so that after the user completes all input operations, the type identification corresponding to each input operation is summarized, and then the summary results are evaluated to obtain the type identification results without waiting for all input operations Type identification is performed after the operation is completed, reducing the time for type identification and improving the control efficiency of risky information.
附图说明Description of drawings
为了更清楚地说明本申请实施例或现有技术中的技术方案，下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍，显而易见地，下面描述中的附图仅仅是本申请中记载的一些实施例，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的附图。In order to more clearly illustrate the technical solutions in the embodiments of the present application or the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only These are some embodiments described in this application. Those skilled in the art can also obtain other drawings based on these drawings without creative work.
图1为本申请实施例提供的一种信息类型方法流程图；FIG. 1 is a flow chart of an information type method provided by an embodiment of the present application;
图2为本申请实施提供的一种针对一次输入操作的类型识别信息示意图；FIG. 2 is a schematic diagram of type identification information for an input operation provided by the implementation of the present application;
图3为本申请实施例提供的一种汇总结果展示示意图；Fig. 3 is a schematic diagram showing a summary result provided by the embodiment of the present application;
图4为本申请实施例提供的一种信息类型识别装置结构图；FIG. 4 is a structural diagram of an information type identification device provided by an embodiment of the present application;
图5为本申请实施例提供的一种电子设备结构示意图。FIG. 5 is a schematic structural diagram of an electronic device provided by an embodiment of the present application.
具体实施方式detailed description
为了使本技术领域的人员更好地理解本申请方案，下面将结合本申请实施例中的附图，对本申请实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例仅是本申请一部分实施例，而不是全部的实施例。基于本申请中的实施例，本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例，都属于本申请保护的范围。In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is a part of the embodiments of this application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.
目前，常见的信息类型识别包括风险识别，风险识别通常存在以下缺点：一种是识别速度迟缓，因为风控规则引擎需要建立在海量数据检索和数据匹配，者将带来巨大的磁盘开销。例如，按照常规的100条规则执行匹配计算，则风控识别将达到秒级的时间延迟。另一种是大规模计算资源投入高，部分风控服务商将采用大规模云计算方式，实现单条规则单个服务器进行计算解决速度问题。At present, common information type identification includes risk identification, and risk identification usually has the following disadvantages: one is that the identification speed is slow, because the risk control rule engine needs to be built on massive data retrieval and data matching, which will bring huge disk overhead. For example, if the matching calculation is performed according to the conventional 100 rules, the risk control identification will reach a second-level time delay. The other is high investment in large-scale computing resources. Some risk control service providers will use large-scale cloud computing to realize single rule and single server to solve speed problems.
基于此，本申请提供了一种信息类型识别方法，通过实时抓取用户在输入框输入的信息，并确定实时输入信息对应的类型识别信息，进而在用户完成输入操作后，对实时的类型识别信息进行汇总，并利用信息类型识别策略对汇总结果进行评估，获得类型识别结果。由于实时输入操作的类型识别均在本地进行，消耗的是本地资源，不对后台资源占用，降低整体类型识别的时长，提高控制效率。Based on this, this application provides an information type identification method, which captures the information input by the user in the input box in real time, and determines the type identification information corresponding to the real-time input information, and then after the user completes the input operation, the real-time type identification The information is summarized, and the summary result is evaluated by using the information type identification strategy to obtain the type identification result. Since the type identification of real-time input operations is performed locally, it consumes local resources and does not occupy background resources, reducing the overall type identification time and improving control efficiency.
为便于理解本申请实施例提供的方法，下面将结合附图进行说明。In order to facilitate understanding of the method provided by the embodiment of the present application, the following description will be made with reference to the accompanying drawings.
参见图1，该图为本申请实施例提供的一种信息类型识别方法流程图，如图1所示，该方法包括：Referring to Fig. 1, this figure is a flow chart of an information type identification method provided by the embodiment of the present application. As shown in Fig. 1, the method includes:
S101：响应于每次的输入操作，获取实时输入操作对应的输入信息。S101: Obtain input information corresponding to a real-time input operation in response to each input operation.
本实施例中，当用户在输入框中输入信息时，实时获取用户每次输入操作对应的输入信息。本实施例中的输入操作可以针对任一场景中所涉及到的输入操作，当在信息搜索场景下，用户可能存在多次输入操作后，才搜索到所需的信息，则针对每次输入操作，获取该次输入操作对应的输入信息。在信息收集场景下，用户的每次输入操作可以包括每次在输入框中填入信息的操作，例如在填写注册信息时，每一注册项的输入对应一次输入操作。In this embodiment, when the user inputs information in the input box, the input information corresponding to each input operation of the user is obtained in real time. The input operation in this embodiment can be for the input operation involved in any scene. When in the information search scene, the user may have multiple input operations before searching for the required information, then for each input operation , to obtain the input information corresponding to the input operation. In the information collection scenario, each input operation of the user may include each operation of filling in information in the input box. For example, when filling in registration information, each input of a registration item corresponds to an input operation.
S102：对输入信息进行信息类型识别，获得类型识别信息。S102: Perform information type identification on the input information to obtain type identification information.
在实时获取到某一次输入操作对应的输入信息后，对该输入信息进行信息类型识别，获得类型识别信息。其中，类型识别信息包括输入操作对应的评估分数以及指示信息，该指示信息用于指示针对输入操作的评估为有效评估或无效评估。其中，评估分数可以用于反映输入信息的风险程度，例如，评估分数越高，其对应的风险程度越大；评估分数越低，其对应的风险程度越低。有效评估指示此次输入操作不存在风险，无效评估指示此次输入操作存在风险。After the input information corresponding to a certain input operation is obtained in real time, information type identification is performed on the input information to obtain type identification information. Wherein, the type identification information includes an evaluation score corresponding to the input operation and indication information, where the indication information is used to indicate whether the evaluation for the input operation is a valid evaluation or an invalid evaluation. Wherein, the evaluation score may be used to reflect the risk degree of the input information, for example, the higher the evaluation score, the greater the corresponding risk degree; the lower the evaluation score, the lower the corresponding risk degree. A valid evaluation indicates that the input operation is not risky, and an invalid evaluation indicates that the input operation is risky.
其中，类型识别信息中还可以包括输入信息和输入页面标识。其中，输入信息以反映在进行类型识别时的依据，通常情况下，输入信息包括不涉及个人隐私数据的部分信息。输入页面标识用于指示输入操作所对应的页面。其中类型识别信息具体表现如图2所示的表格，针对每次实时输入操作均对应一个类型识别表格，该类型识别表格包括页面标识、输入信息、评估分数以及指示信息。Wherein, the type identification information may also include input information and input page identification. Wherein, the input information reflects the basis for type identification, and usually, the input information includes some information that does not involve personal privacy data. The input page identifier is used to indicate the page corresponding to the input operation. The type identification information is embodied in a table as shown in FIG. 2 . Each real-time input operation corresponds to a type identification table, and the type identification table includes page identification, input information, evaluation scores, and instruction information.
在一些实施方式中，对输入信息进行信息类型识别，获得类型识别信息，包括：从输入操作对应的输入页面中获取所存储的黑样本库；利用黑样本库对输入信息进行信息类型，获得类型识别信息。即，本申请可以预先在输入页面中存储黑样本库，当需要对输入页面所输入的信息进行类型识别时，直接利用输入页面所缓存的黑样本库进行识别，无需向后台请求，降低识别时长。In some embodiments, performing information type identification on input information to obtain type identification information includes: obtaining a stored black sample library from the input page corresponding to the input operation; using the black sample library to perform information type on the input information to obtain the type identifying information. That is, this application can store the black sample library in the input page in advance, and when it is necessary to identify the type of information input on the input page, it can directly use the black sample library cached on the input page for identification without requesting to the background, reducing the identification time .
其中，为避免将黑样本库缓存在前台页面而导致页面臃肿，可以预先设置当缓存黑样本库所占用的存储空间小于或等于预设阈值时，则将该黑样本库缓存在前台页面；当所占用的存储空间大于预设阈值时，则可以将黑样本库存储到内容分发网络(ContentDelivery Network，CDN)所对应的静态资源区，从而时用户可以就近获取所需内容，降低网络拥塞，提高响应速度。Among them, in order to avoid page bloat caused by caching the black sample library in the foreground page, it can be preset that when the storage space occupied by the cached black sample library is less than or equal to the preset threshold, the black sample library is cached in the foreground page; When the storage space occupied is greater than the preset threshold, the black sample library can be stored in the static resource area corresponding to the content delivery network (ContentDelivery Network, CDN), so that users can obtain the required content nearby, reduce network congestion, and improve response speed.
S103：将多次输入操作分别对应的类型识别信息进行汇总，获得汇总结果。S103: Summarize the type identification information respectively corresponding to multiple input operations to obtain a summarization result.
当获取完整输入所包括的多次输入操作分别对应的类型识别信息后，将该多个类型识别信息进行汇总，获得汇总结果。其中，汇总结果包括有效评估对应的评估分数占总评估分数的第一占比以及有效评估次数占总评估次数的第二占比。例如，对图2中的n个表格进行汇总，获得汇总结果，如图3所示，该汇总结果中包括页面标识、第一占比、第二占比等信息。其中，多次输入操作作为一次完整的信息类型识别行为。After the type identification information corresponding to the multiple input operations included in the complete input is obtained, the multiple type identification information are aggregated to obtain an aggregated result. Wherein, the aggregated results include the first ratio of the evaluation scores corresponding to the valid evaluations to the total evaluation scores and the second ratio of the number of valid evaluations to the total evaluation times. For example, the n tables in FIG. 2 are summarized to obtain a summary result, as shown in FIG. 3 , the summary result includes information such as page identification, first proportion, and second proportion. Among them, multiple input operations are regarded as a complete information type identification behavior.
例如，完整的输入操作包括5次输入操作，第1次输入操作对应的评估分数为x1，为有效评估；第2次输入操作对应的评估分数为x2，为有效评估；第3次输入操作对应的评估分数为x3，为无效评估；第4次输入操作对应的评估分数为x4，为有效评估；第5次输入操作对应的评估分数为x5，为无效评估，则第一占比＝(x1+x2+x4)/(x1+x2+x3+x4+x5)、第二占比＝3/5。For example, a complete input operation includes 5 input operations. The evaluation score corresponding to the first input operation is x1, which is a valid evaluation; the evaluation score corresponding to the second input operation is x2, which is a valid evaluation; the third input operation corresponds to The evaluation score of the input operation is x3, which is an invalid evaluation; the evaluation score corresponding to the fourth input operation is x4, which is a valid evaluation; the evaluation score corresponding to the fifth input operation is x5, which is an invalid evaluation, then the first proportion = (x1 +x2+x4)/(x1+x2+x3+x4+x5), the second proportion=3/5.
在一些实施方式中，响应于对目标控件的触发操作，将多次输入操作分别对应的类型识别信息进行汇总，获得汇总结果。即，当用户触发目标控件时，表明需要对多次输入操作对应的类型识别信息进行汇总。其中，目标控件在不同应用场景下的表现形式不同，例如，在信息收集场景下，目标控件为信息收集页面中的提交控件；在信息搜索场景下，目标控件为信息搜索页面中的搜索控件。In some implementations, in response to the trigger operation on the target control, type identification information respectively corresponding to multiple input operations is summarized to obtain a summary result. That is, when the user triggers the target control, it indicates that the type identification information corresponding to multiple input operations needs to be summarized. Among them, the target control has different manifestations in different application scenarios. For example, in the information collection scenario, the target control is a submission control in the information collection page; in the information search scenario, the target control is a search control in the information search page.
S104：基于信息类型识别策略对汇总结果进行评估，获得多次输入操作对应的类型识别结果。S104: Evaluate the summary result based on the information type identification strategy, and obtain type identification results corresponding to multiple input operations.
在获取汇总结果后，基于信息类型识别策略对汇总结果进行评估，以获得多次输入操作对应的类型识别结果。其中，类型识别结果可以用于反映是否对输入操作进行风险控制，例如，当风险识别结果为合格时，表明该多次输入操作对应的风险较小，则对该多次输入操作放行，以完成相应的功能；当风险识别结果为不合格，表明该多次输入操作对应的风险较大，则对该多次操作进行阻拦，避免对网络带来风险。After the aggregated results are obtained, the aggregated results are evaluated based on the information type identification strategy to obtain type identification results corresponding to multiple input operations. Among them, the type identification result can be used to reflect whether risk control is performed on the input operation. For example, when the risk identification result is qualified, it indicates that the risk corresponding to the multiple input operations is relatively small, and the multiple input operations are released to complete Corresponding functions; when the risk identification result is unqualified, indicating that the risk corresponding to the multiple input operations is relatively high, the multiple operations are blocked to avoid risks to the network.
在一些实施方式中，针对不同的输入页面可以预先配置不同的信息类型识别策略，以实现对该输入页面中输入操作所对应的信息进行准确识别。其中，信息类型识别策略可以缓存在对应的输入页面中，也可以缓存在后台。当缓存在后台时，需要根据输入页面标识获取匹配的信息类型识别策略。具体地，在基于信息类型识别策略对汇总结果进行评估之前，从策略库中查找与输入页面标识匹配的策略标识；然后，利用策略标识对应的信息类型识别策略对汇总结果进行评估，获得多次输入操作对应的类型识别结果。In some implementations, different information type identification strategies may be pre-configured for different input pages, so as to accurately identify the information corresponding to the input operation on the input page. Wherein, the information type identification strategy can be cached in the corresponding input page, or can be cached in the background. When the cache is in the background, it is necessary to obtain the matching information type identification policy according to the input page identification. Specifically, before evaluating the summary results based on the information type identification strategy, the policy identification matching the input page identification is searched from the policy library; then, the summary results are evaluated using the information type identification strategy corresponding to the policy identification, and multiple times The type identification result corresponding to the input operation.
其中，信息类型识别策略包括第一占比阈值和第二占比阈值，所述基于信息类型识别策略对汇总结果进行评估，获得多次输入操作对应的类型识别结果，包括：若第一占比等于或大于第一占比阈值以及第二占比等于或大于第二占比阈值，则确定多次输入操作对应的类型识别结果为合格；若第一占比小于第一占比阈值或第二占比小于第二占比阈值，则确定多次输入操作对应的类型识别结果为不合格。Wherein, the information type identification strategy includes a first percentage threshold and a second percentage threshold, and the information type recognition strategy evaluates the summary results to obtain type recognition results corresponding to multiple input operations, including: if the first percentage If it is equal to or greater than the first proportion threshold and the second proportion is equal to or greater than the second proportion threshold, it is determined that the type recognition result corresponding to multiple input operations is qualified; if the first proportion is less than the first proportion threshold or the second If the proportion is smaller than the second proportion threshold, it is determined that the type identification result corresponding to the multiple input operations is unqualified.
可见，当用户在输入框输入信息时，响应于用户每次触发的输入操作，获取实时输入操作对应的输入信息，并对该输入信息进行信息类型识别，获得类型识别信息。其中，类型识别信息包括输入操作对应的评估分数以及指示信息，该指示信息用于指示针对该输入操作的评估为有效评估或无效评估。即，用户在输入框输入信息过程中，通过实时抓取用户在输入框里面填写的信息内容，进行实时行为的类型评估。在用户完成全部的输入操作后，获取多次输入操作分别对应的类型识别信息，将该多个类型识别信息进行汇总，获得汇总结果。其中，汇总结果包括有效评估对应的评估分数占总评估分数的第一占比以及有效评估次数占总评估次数的第二占比。在获取汇总结果后，利用信息类型识别策略对汇总结果进行评估，从而获得该多次输入操作对应的类型识别结果。即，本申请通过对实时输入操作进行风险评估，以便在用户完成所有输入操作后，对每次输入操作对应的类型识别信息进行汇总，进而对汇总结果进行评估，获得类型识别结果，无需等所有输入操作完成后才进行类型识别，降低风识别的时长，提高控制效率。It can be seen that when the user inputs information in the input box, in response to each input operation triggered by the user, the input information corresponding to the real-time input operation is obtained, and the information type is identified for the input information to obtain the type identification information. Wherein, the type identification information includes an evaluation score corresponding to the input operation and indication information, where the indication information is used to indicate whether the evaluation for the input operation is a valid evaluation or an invalid evaluation. That is, during the process of the user inputting information in the input box, the real-time behavior type evaluation is performed by capturing the information content filled in by the user in the input box in real time. After the user completes all input operations, type identification information corresponding to multiple input operations is obtained, and the multiple type identification information are aggregated to obtain an aggregated result. Wherein, the aggregated results include the first ratio of the evaluation scores corresponding to the valid evaluations to the total evaluation scores and the second ratio of the number of valid evaluations to the total evaluation times. After the summary result is obtained, the summary result is evaluated by using the information type identification strategy, so as to obtain the type identification result corresponding to the multiple input operations. That is, this application conducts risk assessment on real-time input operations, so that after the user completes all input operations, the type identification information corresponding to each input operation is summarized, and then the summary results are evaluated to obtain the type identification results without waiting for all Type identification is performed after the input operation is completed, reducing the time for wind identification and improving control efficiency.
基于上述方法实施例，本申请实施例提供的一种信息类型识别装置和设备，下面将结合附图进行说明。Based on the foregoing method embodiments, an information type identification device and device provided in the embodiments of the present application will be described below with reference to the accompanying drawings.
参见图4，该图为本申请实施例提供的一种信息类型识别装置结构图，如图4所示，该装置400可以包括：第一获取单元401、第二获取单元402、汇总单元403和第三获取单元404。Referring to FIG. 4, this figure is a structural diagram of an information type identification device provided by the embodiment of the present application. As shown in FIG. The third obtaining
其中，第一获取单元401，用于响应于每次的输入操作，获取实时输入操作对应的输入信息；Wherein, the first obtaining
第二获取单元402，用于对所述输入信息进行信息类型识别，获得类型识别信息，所述类型识别信息包括所述输入操作对应的评估分数以及指示信息，所述指示信息用于指示针对所述输入操作的评估为有效评估或无效评估；The second acquiring
汇总单元403，用于将多次输入操作分别对应的类型识别信息进行汇总，获得汇总结果，所述多次输入操作作为一次完整的信息类型识别行为，所述汇总结果包括有效评估对应的评估分数占总评估分数的第一占比以及有效评估次数占总评估次数的第二占比；The
第三获取单元404，用于基于信息类型识别策略对所述汇总结果进行评估，获得所述多次输入操作对应的类型识别结果。The third acquiring
在本公开的一个实施例中，所述类型识别信息还包括所述输入操作对应的输入页面标识，所述装置还包括：查找单元；In an embodiment of the present disclosure, the type identification information further includes an input page identification corresponding to the input operation, and the device further includes: a search unit;
所述查找单元，用于从策略库中查找与所述输入页面标识匹配的策略标识；The search unit is configured to search the policy identifier matching the input page identifier from the policy library;
所述第三获取单元404，具体用于利用所述策略标识对应的信息类型识别策略对所述汇总结果进行评估，获得所述多次输入操作对应的类型识别结果。The third acquiring
在本公开的一个实施例中，所述信息类型识别策略包括第一占比阈值和第二占比阈值，所述第三获取单元404，具体用于若所述第一占比等于或大于所述第一占比阈值以及所述第二占比等于或大于所述第二占比阈值，则确定所述多次输入操作对应的类型识别结果为合格；若所述第一占比小于所述第一占比阈值或所述第二占比小于所述第二占比阈值，则确定所述多次输入操作对应的类型识别结果为不合格。In an embodiment of the present disclosure, the information type identification policy includes a first percentage threshold and a second percentage threshold, and the third obtaining
在本公开的一个实施例中，所述装置还包括：阻拦单元；In an embodiment of the present disclosure, the device further includes: a blocking unit;
所述阻拦单元，用于若所述风险识别结果为不合格，对所述多次输入操作进行阻拦。The blocking unit is configured to block the multiple input operations if the risk identification result is unqualified.
在本公开的一个实施例中，所述第二获取单元402，具体用于从所述输入操作对应的输入页面中获取所存储的黑样本库；利用所述黑样本库对所述输入信息进行信息类型评估，获得类型识别信息。In an embodiment of the present disclosure, the second acquiring
在本公开的一个实施例中，所述汇总单元403，具体用于响应于对目标控件的触发操作，将多次输入操作分别对应的类型识别信息进行汇总，获得汇总结果。In an embodiment of the present disclosure, the summarizing
在本公开的一个实施例中，所述目标控件包括信息收集页面中的提交控件或信息搜索页面中的搜索控件。In an embodiment of the present disclosure, the target control includes a submission control on an information collection page or a search control on an information search page.
需要说明的是，本实施例中各个单元的具体实现可以参见上述方法实施例中的相关描述。本申请实施例中对单元的划分是示意性的，仅仅为一种逻辑功能划分，实际实现时可以有另外的划分方式。本申请实施例中的各功能单元可以集成在一个处理单元中，也可以是各个单元单独物理存在，也可以两个或两个以上单元集成在一个单元中。例如，上述实施例中，处理单元和发送单元可以是同一个单元，也可以是不同的单元。上述集成的单元既可以采用硬件的形式实现，也可以采用软件功能单元的形式实现。It should be noted that, for the specific implementation of each unit in this embodiment, reference may be made to relevant descriptions in the foregoing method embodiments. The division of units in the embodiment of the present application is schematic, and is only a logical function division, and there may be other division methods in actual implementation. Each functional unit in the embodiment of the present application may be integrated into one processing unit, or each unit may physically exist separately, or two or more units may be integrated into one unit. For example, in the foregoing embodiments, the processing unit and the sending unit may be the same unit or different units. The above-mentioned integrated units can be implemented in the form of hardware or in the form of software functional units.
参见图5，其示出了适于用来实现本公开实施例的电子设备500的结构示意图。本公开实施例中的终端设备可以包括但不限于诸如移动电话、笔记本电脑、数字广播接收器、PDA(个人数字助理)、PAD(平板电脑)、PMP(便携式多媒体播放器)、车载终端(例如车载导航终端)等等的移动终端以及诸如数字TV、台式计算机等等的固定终端。图5示出的电子设备仅仅是一个示例，不应对本公开实施例的功能和使用范围带来任何限制。Referring to FIG. 5 , it shows a schematic structural diagram of an
如图5所示，电子设备500可以包括处理装置(例如中央处理器、图形处理器等)501，其可以根据存储在只读存储器(ROM)502中的程序或者从存储装置508加载到随机访问存储器(RAM)503中的程序而执行各种适当的动作和处理。在RAM503中，还存储有电子设备500操作所需的各种程序和数据。处理装置501、ROM 502以及RAM 503通过总线504彼此相连。输入/输出(I/O)接口505也连接至总线504。As shown in FIG. 5, an
通常，以下装置可以连接至I/O接口505：包括例如触摸屏、触摸板、键盘、鼠标、摄像头、麦克风、加速度计、陀螺仪等的输入装置506；包括例如液晶显示器(LCD)、扬声器、振动器等的输出装置507；包括例如磁带、硬盘等的存储装置508；以及通信装置509。通信装置509可以允许电子设备500与其他设备进行无线或有线通信以交换数据。虽然图5示出了具有各种装置的电子设备500，但是应理解的是，并不要求实施或具备所有示出的装置。可以替代地实施或具备更多或更少的装置。Typically, the following devices can be connected to the I/O interface 505:
特别地，根据本公开的实施例，上文参考流程图描述的过程可以被实现为计算机软件程序。例如，本公开的实施例包括一种计算机程序产品，其包括承载在非暂态计算机可读介质上的计算机程序，该计算机程序包含用于执行流程图所示的方法的程序代码。在这样的实施例中，该计算机程序可以通过通信装置509从网络上被下载和安装，或者从存储装置508被安装，或者从ROM502被安装。在该计算机程序被处理装置501执行时，执行本公开实施例的方法中限定的上述功能。In particular, according to an embodiment of the present disclosure, the processes described above with reference to the flowcharts can be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product, which includes a computer program carried on a non-transitory computer readable medium, where the computer program includes program code for executing the method shown in the flowchart. In such an embodiment, the computer program may be downloaded and installed from a network via communication means 509 , or from storage means 508 , or from
本公开实施例提供的电子设备与上述实施例提供的方法属于同一发明构思，未在本实施例中详尽描述的技术细节可参见上述实施例，并且本实施例与上述实施例具有相同的有益效果。The electronic device provided by the embodiment of the present disclosure belongs to the same inventive concept as the method provided by the above embodiment, and the technical details not described in detail in this embodiment can be referred to the above embodiment, and this embodiment has the same beneficial effect as the above embodiment .
本公开实施例提供了一种计算机存储介质，其上存储有计算机程序，该程序被处理器执行时实现上述实施例所提供的方法。An embodiment of the present disclosure provides a computer storage medium, on which a computer program is stored, and when the program is executed by a processor, the method provided in the foregoing embodiments is implemented.
需要说明的是，本公开上述的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可以包括但不限于：具有一个或多个导线的电连接、便携式计算机磁盘、硬盘、随机访问存储器(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。在本公开中，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。而在本公开中，计算机可读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，该计算机可读信号介质可以发送、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。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：电线、光缆、RF(射频)等等，或者上述的任意合适的组合。It should be noted that the above-mentioned computer-readable medium in the present disclosure may be a computer-readable signal medium or a computer-readable storage medium or any combination of the above two. A 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 any combination thereof. More specific examples of computer-readable storage media may include, but are not limited to, electrical connections with one or more wires, portable computer diskettes, 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 device, magnetic storage device, or any suitable combination of the above. In the present disclosure, a computer-readable storage medium may 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. In the present disclosure, however, a computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave carrying computer-readable program code therein. Such propagated data signals may take many forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the foregoing. A computer-readable signal medium may also be any computer-readable medium other than a computer-readable storage medium, which can transmit, propagate, or transmit a program for use by or in conjunction with an instruction execution system, apparatus, or device . Program code embodied on a computer readable medium may be transmitted by any appropriate medium, including but not limited to wires, optical cables, RF (radio frequency), etc., or any suitable combination of the above.
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 the server can communicate using any currently known or future network protocols such as HTTP (Hyper Text Transfer Protocol, Hypertext Transfer Protocol), and can communicate with digital data in any form or medium The communication (eg, communication network) interconnections. Examples of communication networks include local area networks ("LANs"), wide area networks ("WANs"), internetworks (e.g., the Internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed 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 independently without being incorporated into the electronic device.
上述计算机可读介质承载有一个或者多个程序，当上述一个或者多个程序被该电子设备执行时，使得该电子设备可以执行上述方法。The above-mentioned computer-readable medium carries one or more programs, and when the above-mentioned one or more programs are executed by the electronic device, the electronic device can execute the above-mentioned method.
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公开的操作的计算机程序代码，上述程序设计语言包括但不限于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 disclosure may be written in one or more programming languages, or combinations thereof, including but not limited to object-oriented programming languages—such as Java, Smalltalk, C++, and Includes conventional procedural programming languages - such as the "C" language or similar programming languages. 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. In cases involving a remote computer, the remote computer can be connected to the user computer through any kind of network, including a local area network (LAN) or a wide area network (WAN), or it can be connected to an external computer (such as through an Internet service provider). Internet connection).
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 a flowchart or block diagram may represent a module, program segment, or portion of code that contains one or more logical functions for implementing specified executable instructions. It should also be noted that, in some alternative implementations, the functions noted in the block 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 they may sometimes be executed in the reverse order, depending upon the functionality involved. It should also be 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 by a dedicated hardware-based system that performs the specified functions or operations , or may be implemented by 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/模块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 described in the present disclosure may be implemented by software or by hardware. Wherein, the name of the unit/module 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), System on Chips (SOCs), Complex Programmable Logical device (CPLD) and so on.
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 conjunction with an instruction execution system, apparatus, or device. A machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. A machine-readable medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, apparatus, 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 discs, hard drives, random access memory (RAM), read only memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, compact disk read only memory (CD-ROM), optical storage, magnetic storage, or any suitable combination of the foregoing.
需要说明的是，本说明书中各个实施例采用递进的方式描述，每个实施例重点说明的都是与其他实施例的不同之处，各个实施例之间相同相似部分互相参见即可。对于实施例公开的系统或装置而言，由于其与实施例公开的方法相对应，所以描述的比较简单，相关之处参见方法部分说明即可。It should be noted that each embodiment in this specification is described in a progressive manner, each embodiment focuses on the differences from other embodiments, and the same and similar parts of each embodiment can be referred to each other. As for the system or device disclosed in the embodiment, since it corresponds to the method disclosed in the embodiment, the description is relatively simple, and for relevant details, please refer to the description of the method part.
应当理解，在本申请中，“至少一个(项)”是指一个或者多个，“多个”是指两个或两个以上。“和/或”，用于描述关联对象的关联关系，表示可以存在三种关系，例如，“A和/或B”可以表示：只存在A，只存在B以及同时存在A和B三种情况，其中A，B可以是单数或者复数。字符“/”一般表示前后关联对象是一种“或”的关系。“以下至少一项(个)”或其类似表达，是指这些项中的任意组合，包括单项(个)或复数项(个)的任意组合。例如，a，b或c中的至少一项(个)，可以表示：a，b，c，“a和b”，“a和c”，“b和c”，或“a和b和c”，其中a，b，c可以是单个，也可以是多个。It should be understood that in this application, "at least one (item)" means one or more, and "multiple" means two or more. "And/or" is used to describe the association relationship of associated objects, indicating that there can be three types of relationships, for example, "A and/or B" can mean: only A exists, only B exists, and A and B exist at the same time , where A and B can be singular or plural. The character "/" generally indicates that the contextual objects are an "or" relationship. "At least one of the following" or similar expressions refer to any combination of these items, including any combination of single or plural items. For example, at least one item (piece) of a, b or c can mean: a, b, c, "a and b", "a and c", "b and c", or "a and b and c ", where a, b, c can be single or multiple.
还需要说明的是，在本文中，诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来，而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且，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、物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、物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，并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。It should also be noted that in this article, relational terms such as first and second etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply that these entities or operations Any such actual relationship or order exists between. Furthermore, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article, or apparatus comprising a set of elements includes not only those elements, but also includes elements not expressly listed. other elements of or also include elements inherent in such a process, method, article, or apparatus. Without further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of additional identical elements in the process, method, article or apparatus comprising said element.
结合本文中所公开的实施例描述的方法或算法的步骤可以直接用硬件、处理器执行的软件模块，或者二者的结合来实施。软件模块可以置于随机存储器(RAM)、内存、只读存储器(ROM)、电可编程ROM、电可擦除可编程ROM、寄存器、硬盘、可移动磁盘、CD-ROM、或技术领域内所公知的任意其它形式的存储介质中。The steps of the methods or algorithms described in connection with the embodiments disclosed herein may be directly implemented by hardware, software modules executed by a processor, or a combination of both. Software modules can be placed in random access memory (RAM), internal memory, read-only memory (ROM), electrically programmable ROM, electrically erasable programmable ROM, registers, hard disk, removable disk, CD-ROM, or any other Any other known storage medium.
对所公开的实施例的上述说明，使本领域专业技术人员能够实现或使用本申请。对这些实施例的多种修改对本领域的专业技术人员来说将是显而易见的，本文中所定义的一般原理可以在不脱离本申请的精神或范围的情况下，在其它实施例中实现。因此，本申请将不会被限制于本文所示的这些实施例，而是要符合与本文所公开的原理和新颖特点相一致的最宽的范围。The above description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present application. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the general principles defined herein may be implemented in other embodiments without departing from the spirit or scope of the application. Therefore, the present application will not be limited to the embodiments shown herein, but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
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