技术领域technical field
本发明涉及通信技术，尤其涉及一种重入网识别方法和系统。The invention relates to communication technology, in particular to a re-entry network identification method and system.
背景技术Background technique
移动终端已经广泛的应用到人们的生活和工作中。在移动终端的用户持有一张运营商手机卡的时候，由于用户自身的需求或者受到运营商优惠政策等因素的影响，该用户还会重新购买一张新的运营商手机卡进行使用，而用户之前的运营商手机卡会不再被该用户使用，此时这样的用户为重入网用户。此时，由于之前的运营商手机卡的手机号码还需要一定的时间才可以被运营商重新回收利用，或者之前的运营商手机卡处于欠费状态，从而会造成运营商经济上的损失以及手机号码的浪费。从而需要对这样的重入网用户进行识别。Mobile terminals have been widely used in people's life and work. When a mobile terminal user holds an operator's mobile phone card, due to the user's own needs or the influence of the operator's preferential policies and other factors, the user will re-purchase a new operator's mobile phone card for use, and The user's previous operator's mobile phone card will no longer be used by the user. At this time, such a user is a re-entry user. At this time, because the mobile phone number of the previous operator's mobile phone card still needs a certain period of time before it can be recycled by the operator, or the previous operator's mobile phone card is in arrears, which will cause economic losses to the operator and mobile phone Waste of numbers. Therefore, it is necessary to identify such re-entry users.
现有技术中，对重入网用户的识别通常采用进行入网资料识别、移动终端)是国际移动设备标识(International Mobile Equipment Identity，简称IMEI)识别、以及用户的通话交际圈重合度识别等方式。其中，进行入网资料识别的方式为：对新手机号码的实名认证对象、和老手机号码的实名认证对象进行对比，若为同一个实名认证对象，则确定新手机号码和老手机号码为同一用户，确定该用户为重入网用户。进行移动终端IMEI识别的方式为：对老手机号码对应的移动终端IMEI、和老手机号码对应的移动终端IMEI进行比对，若移动终端IMEI相同，则确定新手机号码和老手机号码为同一用户，确定该用户为重入网用户。进行用户的通话交际圈重合度识别的方式为：分析新手机号码下的交际圈、和老手机号码下的交际圈，交际圈为手机号码的通话对象、短信发送对象等，若交际圈重合度较大，则确定新手机号码和老手机号码为同一用户，确定该用户为重入网用户。In the prior art, identification of re-entry users usually adopts methods such as identification of network access information, identification of the International Mobile Equipment Identity (IMEI) of the mobile terminal, and identification of the coincidence degree of the user's communication circle. Among them, the way to identify the network access data is: compare the real-name authentication object of the new mobile phone number with the real-name authentication object of the old mobile phone number, and if they are the same real-name authentication object, determine that the new mobile phone number and the old mobile phone number are the same user , to determine that the user is a re-entry user. The method of mobile terminal IMEI identification is: compare the mobile terminal IMEI corresponding to the old mobile phone number with the mobile terminal IMEI corresponding to the old mobile phone number, and if the mobile terminal IMEI is the same, determine that the new mobile phone number and the old mobile phone number are the same user , to determine that the user is a re-entry user. The way to identify the coincidence degree of the user's call communication circle is: analyze the communication circle under the new mobile phone number and the social circle under the old mobile phone number. is larger, then it is determined that the new mobile phone number and the old mobile phone number are the same user, and the user is determined to be a re-entry user.
然而现有技术中，进行入网资料识别的方式中，会出现同一各实名认证对象下具有多个手机号码的现象，而进行移动终端IMEI识别的方式中，由于移动终端IMEI是移动终端的唯一标识，用户在更新手机号码的时候有可能会同时更换移动终端，进而这两种方式的重入网用户识别不准确；而进行用户的通话交际圈重合度识别的方式中，需要对各个手机号码分析出其交际圈，计算量较大，识别时间长，识别效率低。However, in the prior art, in the way of network access data identification, there will be a phenomenon that there are multiple mobile phone numbers under the same real-name authentication object, and in the way of mobile terminal IMEI identification, since the mobile terminal IMEI is the unique identification of the mobile terminal , the user may change the mobile terminal at the same time when updating the mobile phone number, and the identification of re-entry users in these two ways is not accurate; and in the way of identifying the coincidence degree of the user's call communication circle, it is necessary to analyze each mobile phone number Its social circle requires a large amount of calculation, long recognition time and low recognition efficiency.
发明内容Contents of the invention
本发明提供一种重入网识别方法和系统，用以解决现有技术中重入网用户识别不准确，计算量较大，识别时间长，识别效率低的问题。The invention provides a re-entry network identification method and system to solve the problems of inaccurate re-entry user identification, large amount of calculation, long identification time and low identification efficiency in the prior art.
本发明的一方面是提供一种重入网识别方法，包括：One aspect of the present invention provides a method for re-entry network identification, including:
网关接收移动终端连接所述网关时发送的移动终端信息，并确定移动终端使用所述网关的无线局域网时的报文，移动终端信息包括移动终端号码；The gateway receives the mobile terminal information sent when the mobile terminal connects to the gateway, and determines the message when the mobile terminal uses the wireless local area network of the gateway, and the mobile terminal information includes the mobile terminal number;
所述网关确定与所述移动终端号码对应的第一手机号码之后，确定所述网关的网关标识和第一手机号码的对应关系，并解析所述报文，并将网关标识和第一手机号码的对应关系，以及解析所述报文后的报文解析结果，发送给服务器，其中，所述报文解析结果中包括数据特征；After the gateway determines the first mobile phone number corresponding to the mobile terminal number, it determines the corresponding relationship between the gateway identifier of the gateway and the first mobile phone number, parses the message, and compares the gateway identifier and the first mobile phone number The corresponding relationship, and the message parsing result after parsing the message are sent to the server, wherein the message parsing result includes data features;
所述服务器接收所述网关发送的网关标识和第一手机号码的对应关系、所述报文解析结果；The server receives the corresponding relationship between the gateway identifier and the first mobile phone number and the message analysis result sent by the gateway;
所述服务器确定第一手机号码、以及与第一手机号码对应的网关标识下的第二手机号码的对应关系，以形成疑似重入网用户名单，其中，所述第二手机号码为在第一预设时间段内销卡或在第二预设时间段内消费下降的第二手机号码；The server determines the corresponding relationship between the first mobile phone number and the second mobile phone number under the gateway identifier corresponding to the first mobile phone number, so as to form a list of users suspected of re-entering the network, wherein the second mobile phone number is the The second mobile phone number whose card is sold within a set time period or whose consumption decreases within a second preset time period;
所述服务器对确定为疑似重入网用户的第二手机号码的数据特征、与第一手机号码的数据特征进行比对分析，以确定重入网用户。The server compares and analyzes the data characteristics of the second mobile phone number determined as a suspected re-entry user with the data characteristics of the first mobile phone number, so as to determine the re-entry user.
本发明另的一方面是提供一种重入网识别系统，包括：Another aspect of the present invention is to provide a re-entry network identification system, including:
网关和服务器，所述网关包括第一接收模块和发送模块，所述服务器包括第二接收模块、确定模块和分析模块；A gateway and a server, the gateway includes a first receiving module and a sending module, and the server includes a second receiving module, a determination module and an analysis module;
所述第一接收模块，用于接收移动终端连接所述网关时发送的移动终端信息，并确定移动终端使用所述网关的无线局域网时的报文，移动终端信息包括移动终端号码；The first receiving module is configured to receive the mobile terminal information sent when the mobile terminal connects to the gateway, and determine the message when the mobile terminal uses the wireless local area network of the gateway, and the mobile terminal information includes the mobile terminal number;
所述发送模块，用于确定与所述移动终端号码对应的第一手机号码之后，确定所述网关的网关标识和第一手机号码的对应关系，并解析所述报文，并将网关标识和第一手机号码的对应关系，以及解析所述报文后的报文解析结果，发送给服务器，其中，所述报文解析结果中包括数据特征；The sending module is configured to determine the corresponding relationship between the gateway identifier of the gateway and the first mobile phone number after determining the first mobile phone number corresponding to the mobile terminal number, analyze the message, and compare the gateway identifier and the first mobile phone number The corresponding relationship of the first mobile phone number and the message analysis result after analyzing the message are sent to the server, wherein the message analysis result includes data characteristics;
所述第二接收模块，用于接收所述网关发送的网关标识和第一手机号码的对应关系、所述报文解析结果；The second receiving module is configured to receive the corresponding relationship between the gateway identifier and the first mobile phone number sent by the gateway, and the message analysis result;
所述确定模块，用于确定第一手机号码、以及与第一手机号码对应的网关标识下的第二手机号码的对应关系，以形成疑似重入网用户名单，其中，所述第二手机号码为在第一预设时间段内销卡或在第二预设时间段内消费下降的第二手机号码；The determining module is used to determine the corresponding relationship between the first mobile phone number and the second mobile phone number under the gateway identification corresponding to the first mobile phone number, so as to form a list of users suspected of re-entering the network, wherein the second mobile phone number is The second mobile phone number whose card is sold out within the first preset time period or whose consumption decreases within the second preset time period;
所述分析模块，用于对确定为疑似重入网用户的第二手机号码的数据特征、与第一手机号码的数据特征进行比对分析，以确定重入网用户。The analysis module is used to compare and analyze the data characteristics of the second mobile phone number determined as a suspected re-entry user with the data characteristics of the first mobile phone number, so as to determine the re-entry user.
本发明的技术效果是：通过网关接收移动终端连接网关时发送的移动终端信息，并确定移动终端使用网关的无线局域网时的报文，移动终端信息包括移动终端号码；网关确定与移动终端号码对应的第一手机号码之后，确定网关的网关标识和第一手机号码的对应关系，并解析报文，并将网关标识和第一手机号码的对应关系，以及解析报文后的报文解析结果，发送给服务器，其中，报文解析结果中包括数据特征；服务器接收网关发送的网关标识和第一手机号码的对应关系、报文解析结果；服务器确定第一手机号码、以及与第一手机号码对应的网关标识下的第二手机号码的对应关系，以形成疑似重入网用户名单，其中，第二手机号码为在第一预设时间段内销卡或在第二预设时间段内消费下降的第二手机号码；服务器对确定为疑似重入网用户的第二手机号码的数据特征、与第一手机号码的数据特征进行比对分析，以确定重入网用户。从而提供了一种对与移动终端连接的网关进行分析的重入网用户识别方法，同时分析手机号码下的特征，可以确定出重入网用户，提高了重入网用户识别的准确性，并减小了识别的时间，提高了识别的效率。The technical effects of the present invention are: receiving the mobile terminal information sent when the mobile terminal connects to the gateway through the gateway, and determining the message when the mobile terminal uses the wireless local area network of the gateway, the mobile terminal information includes the mobile terminal number; the gateway determines that it corresponds to the mobile terminal number After the first mobile phone number of the gateway, determine the corresponding relationship between the gateway identification of the gateway and the first mobile phone number, and analyze the message, and the corresponding relationship between the gateway identification and the first mobile phone number, and the message analysis result after analyzing the message, Send it to the server, wherein the message analysis result includes data characteristics; the server receives the correspondence between the gateway identifier sent by the gateway and the first mobile phone number, and the message analysis result; the server determines the first mobile phone number and the first mobile phone number. The corresponding relationship of the second mobile phone number under the gateway logo to form a list of suspected re-entry users, wherein the second mobile phone number is the first mobile phone number that has canceled the card within the first preset time period or decreased consumption within the second preset time period. The second mobile phone number: the server compares and analyzes the data characteristics of the second mobile phone number determined to be a suspected re-entry user with the data characteristics of the first mobile phone number, so as to determine the re-entry user. Thereby providing a kind of re-entry user identification method that analyzes the gateway connected with the mobile terminal, and analyzing the characteristics under the mobile phone number at the same time, can determine the re-entry user, improve the accuracy of re-entry user identification, and reduce the The recognition time improves the recognition efficiency.
附图说明Description of drawings
图1为本发明实施例一提供的重入网识别方法的流程图；FIG. 1 is a flowchart of a re-entry network identification method provided by Embodiment 1 of the present invention;
图2为本发明实施例二提供的重入网识别方法的流程图；FIG. 2 is a flowchart of a re-entry network identification method provided in Embodiment 2 of the present invention;
图3为本发明实施例三提供的重入网识别系统的结构示意图；FIG. 3 is a schematic structural diagram of a re-entry network identification system provided by Embodiment 3 of the present invention;
图4为本发明实施例四提供的重入网识别系统的结构示意图。FIG. 4 is a schematic structural diagram of a re-entry network identification system provided by Embodiment 4 of the present invention.
具体实施方式detailed description
为使本发明实施例的目的、技术方案和优点更加清楚，下面将结合本发明实施例中的附图，对本发明实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例是本发明一部分实施例，而不是全部的实施例。基于本发明中的实施例，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，都属于本发明保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
图1为本发明实施例一提供的重入网识别方法的流程图，如图1所示，本实施例的方法包括：FIG. 1 is a flow chart of the re-entry network identification method provided in Embodiment 1 of the present invention. As shown in FIG. 1, the method of this embodiment includes:
步骤101、网关接收移动终端连接网关时发送的移动终端信息，并确定移动终端使用网关的无线局域网时的报文，移动终端信息包括移动终端号码。Step 101, the gateway receives the mobile terminal information sent when the mobile terminal connects to the gateway, and determines the message when the mobile terminal uses the gateway's wireless local area network, and the mobile terminal information includes the mobile terminal number.
在本实施例中，具体的，在用户通过移动终端连接无线局域网的网关时，移动终端将移动终端信息发送给网关，其中移动终端信息包括了移动终端号码和移动终端媒体介入控制层(Media Access Control，简称MAC)信息。同时，移动终端将使用网关的无线局域网时的报文，发送给网关。In this embodiment, specifically, when the user connects to the gateway of the wireless local area network through the mobile terminal, the mobile terminal sends the mobile terminal information to the gateway, wherein the mobile terminal information includes the mobile terminal number and the mobile terminal media access control layer (Media Access Control, referred to as MAC) information. At the same time, the mobile terminal sends the message when using the wireless local area network of the gateway to the gateway.
进而，网关接收到移动终端连接无线局域网的网关时发送的移动终端信息，并确定出移动终端使用网关的无线局域网时的报文。Furthermore, the gateway receives the mobile terminal information sent when the mobile terminal connects to the gateway of the wireless local area network, and determines the message when the mobile terminal uses the wireless local area network of the gateway.
步骤102、网关确定与移动终端号码对应的第一手机号码之后，确定网关的网关标识和第一手机号码的对应关系，并解析报文，并将网关标识和第一手机号码的对应关系，以及解析报文后的报文解析结果，发送给服务器，其中，报文解析结果中包括数据特征。Step 102, after the gateway determines the first mobile phone number corresponding to the mobile terminal number, determine the corresponding relationship between the gateway identification of the gateway and the first mobile phone number, and parse the message, and the corresponding relationship between the gateway identification and the first mobile phone number, and A message analysis result after the message is parsed is sent to the server, wherein the message analysis result includes data characteristics.
在本实施例中，具体的，网关确定与移动终端号码对应的第一手机号码，然后网关确定网关标识与移动终端信息的对应关系，即将网关标识、移动终端号码、移动终端MAC信息进行一一对应。In this embodiment, specifically, the gateway determines the first mobile phone number corresponding to the mobile terminal number, and then the gateway determines the corresponding relationship between the gateway identifier and the mobile terminal information, that is, the gateway identifier, the mobile terminal number, and the mobile terminal MAC information are performed one by one. correspond.
同时，网关对移动终端使用网关的无线局域网时的报文进行解析，得到解析报文后的报文解析结果，其中，报文解析结果中包括有数据特征。具体来说，网关将用户使用无线局域网发送的报文，拆包分析后，将分析结果发送给服务器存储。网关可以根据报文中的报文的源MAC地址，可以分析出流经网关的报文的移动终端，可以将移动终端的行为特点，在网关进行分析后，发送给服务器关联存储，移动终端的行为特点有用户上网时段、用户常用网址等等。At the same time, the gateway analyzes the message when the mobile terminal uses the gateway's wireless local area network, and obtains a message analysis result after analyzing the message, wherein the message analysis result includes data characteristics. Specifically, the gateway unpacks and analyzes the packets sent by the user through the wireless local area network, and sends the analysis results to the server for storage. The gateway can analyze the mobile terminal of the message flowing through the gateway according to the source MAC address of the message in the message, and can send the behavior characteristics of the mobile terminal to the server for associated storage after the gateway analyzes the behavior characteristics of the mobile terminal. Behavioral characteristics include the user's online time period, the user's frequently used URLs, and so on.
从而，网关将网关标识、移动终端号码、移动终端MAC信息的对应关系，以及解析报文后的报文解析结果，发送给服务器。其中，服务器可以为平台。Therefore, the gateway sends the corresponding relationship between the gateway identifier, the mobile terminal number, the MAC information of the mobile terminal, and the message analysis result after analyzing the message to the server. Wherein, the server may be a platform.
步骤103、服务器接收网关发送的网关标识和第一手机号码的对应关系、报文解析结果。Step 103, the server receives the corresponding relationship between the gateway identifier and the first mobile phone number and the message analysis result sent by the gateway.
在本实施例中，具体的，在步骤102之后，服务器可以接收到网关发送的网关标识、移动终端号码、移动终端MAC信息的对应关系。同时服务器接收到表征了移动终端行为特征的报文解析结果。In this embodiment, specifically, after step 102, the server may receive the correspondence between the gateway identifier, the mobile terminal number, and the MAC information of the mobile terminal sent by the gateway. At the same time, the server receives the packet analysis result representing the behavior characteristics of the mobile terminal.
步骤104、服务器确定第一手机号码、以及与第一手机号码对应的网关标识下的第二手机号码的对应关系，以形成疑似重入网用户名单，其中，第二手机号码为在第一预设时间段内销卡或在第二预设时间段内消费下降的第二手机号码。Step 104, the server determines the corresponding relationship between the first mobile phone number and the second mobile phone number under the gateway identifier corresponding to the first mobile phone number, so as to form a list of users suspected of re-entering the network, wherein the second mobile phone number is in the first preset The second mobile phone number whose card is sold within the time period or whose consumption decreases within the second preset time period.
在本实施例中，具体的，服务器可以确定出与第一手机号码对应的网关标识下的、近期内销卡或者消费明显下降的各第二手机号码，从而第二手机号码为在第一预设时间段内销卡或在第二预设时间段内消费明显下降的第二手机号码。其中，可以设定一个消费阈值，进而确定在第二时间段内消费小于消费阈值的手机号码，为在第二预设时间段内消费明显下降的第二手机号码。In this embodiment, specifically, the server can determine the second mobile phone numbers under the gateway identification corresponding to the first mobile phone number, whose domestic sales of cards or consumption have dropped significantly in the near future, so that the second mobile phone numbers are the first preset mobile phone numbers. The second mobile phone number whose card is sold within the time period or whose consumption has significantly decreased within the second preset time period. Wherein, a consumption threshold can be set, and then it is determined that the mobile phone numbers whose consumption is less than the consumption threshold within the second time period are the second mobile phone numbers whose consumption has decreased significantly within the second preset time period.
然后服务器确定第一手机号码、以及与第一手机号码对应的网关标识下的第二手机号码的对应关系，从而可以形成一个疑似重入网用户名单。Then the server determines the corresponding relationship between the first mobile phone number and the second mobile phone number under the gateway identifier corresponding to the first mobile phone number, so as to form a list of users suspected of re-entering the network.
步骤105、服务器对确定为疑似重入网用户的第二手机号码的数据特征、与第一手机号码的数据特征进行比对分析，以确定重入网用户。Step 105, the server compares and analyzes the data characteristics of the second mobile phone number determined as a suspected re-entry user with the data characteristics of the first mobile phone number, so as to determine the re-entry user.
在本实施例中，具体的，服务器根据报文解析结果中的数据特征，可以确定为疑似重入网用户的第二手机号码的数据特征；然后服务器将确定为疑似重入网用户的第二手机号码的数据特征、与第一手机号码的数据特征进行比对分析，从而可以分析出重入网用户。In this embodiment, specifically, according to the data characteristics in the message analysis result, the server can determine the data characteristics of the second mobile phone number of the suspected re-entry user; then the server will determine the second mobile phone number of the suspected re-entry user The data characteristics of the mobile phone number and the data characteristics of the first mobile phone number are compared and analyzed, so that re-entry users can be analyzed.
本实施例通过网关接收移动终端连接网关时发送的移动终端信息，并确定移动终端使用网关的无线局域网时的报文，移动终端信息包括移动终端号码；网关确定与移动终端号码对应的第一手机号码之后，确定网关的网关标识和第一手机号码的对应关系，并解析报文，并将网关标识和第一手机号码的对应关系，以及解析报文后的报文解析结果，发送给服务器，其中，报文解析结果中包括数据特征；服务器接收网关发送的网关标识和第一手机号码的对应关系、报文解析结果；服务器确定第一手机号码、以及与第一手机号码对应的网关标识下的第二手机号码的对应关系，以形成疑似重入网用户名单，其中，第二手机号码为在第一预设时间段内销卡或在第二预设时间段内消费下降的第二手机号码；服务器对确定为疑似重入网用户的第二手机号码的数据特征、与第一手机号码的数据特征进行比对分析，以确定重入网用户。从而提供了一种对与移动终端连接的网关进行分析的重入网用户识别方法，同时分析手机号码下的特征，可以确定出重入网用户，提高了重入网用户识别的准确性，并减小了识别的时间，提高了识别的效率。In this embodiment, the gateway receives the mobile terminal information sent when the mobile terminal connects to the gateway, and determines the message when the mobile terminal uses the wireless local area network of the gateway. The mobile terminal information includes the mobile terminal number; the gateway determines the first mobile phone corresponding to the mobile terminal number. After the number, determine the corresponding relationship between the gateway identification of the gateway and the first mobile phone number, and analyze the message, and send the corresponding relationship between the gateway identification and the first mobile phone number, and the message analysis result after analyzing the message to the server. Among them, the message analysis result includes data characteristics; the server receives the corresponding relationship between the gateway identification sent by the gateway and the first mobile phone number, and the message analysis result; the server determines the first mobile phone number and the gateway identification corresponding to the first mobile phone number. The corresponding relationship of the second mobile phone number to form a list of suspected re-entry users, wherein the second mobile phone number is the second mobile phone number whose card has been canceled within the first preset time period or whose consumption has decreased within the second preset time period; The server compares and analyzes the data characteristics of the second mobile phone number determined as a suspected re-entry user with the data characteristics of the first mobile phone number, so as to determine the re-entry user. Thereby providing a kind of re-entry user identification method that analyzes the gateway connected with the mobile terminal, and analyzing the characteristics under the mobile phone number at the same time, can determine the re-entry user, improve the accuracy of re-entry user identification, and reduce the The recognition time improves the recognition efficiency.
图2为本发明实施例二提供的重入网识别方法的流程图，在实施例一的基础上，如图2所示，本实施例的方法，在步骤101之前，还包括：FIG. 2 is a flow chart of the re-entry network identification method provided by Embodiment 2 of the present invention. On the basis of Embodiment 1, as shown in FIG. 2 , the method of this embodiment, before step 101, also includes:
步骤201、在移动终端连接无线局域网的网关时，移动终端在预储的上报记录表中，确定是否存在移动终端号码，其中，上报记录表中存储了当前移动终端的移动终端号码与各网关标识的对应关系；若查不存在，则移动终端将移动终端信息发送给网关。Step 201, when the mobile terminal connects to the gateway of the wireless local area network, the mobile terminal determines whether there is a mobile terminal number in the pre-stored reporting record table, wherein the mobile terminal number of the current mobile terminal and the identification of each gateway are stored in the reporting record table The corresponding relationship; if it does not exist, the mobile terminal will send the mobile terminal information to the gateway.
在本实施例中，具体的，在用户通过移动终端连接无线局域网的网关时，移动终端在移动终端中预先存储的上报记录表中，查找与当前网关对应的移动终端号码，上报记录表中存储了当前移动终端的移动终端号码、移动终端MAC信息与各网关标识的对应关系，若查找到，则移动终端不需要将移动终端信息发送给网关，若未查找到，则移动终端将移动终端信息发送给网关。In this embodiment, specifically, when the user connects to the gateway of the wireless local area network through the mobile terminal, the mobile terminal searches for the mobile terminal number corresponding to the current gateway in the report record table stored in advance in the mobile terminal, and stores the number in the report record table. The corresponding relationship between the mobile terminal number of the current mobile terminal, the MAC information of the mobile terminal and the identification of each gateway is found. If found, the mobile terminal does not need to send the mobile terminal information to the gateway. If not found, the mobile terminal sends the mobile terminal information to the gateway. sent to the gateway.
步骤201，具体包括：Step 201 specifically includes:
若移动终端号码为国际移动用户识别码(International Mobile SubscriberIdentification Number，简称IMSI)，则网关从预设的用户入网信息库中，查询与IMSI对应的第一手机号码，并且网关确定网关标识和第一手机号码的对应关系；If the mobile terminal number is an International Mobile Subscriber Identification Number (IMSI for short), the gateway searches for the first mobile phone number corresponding to the IMSI from the preset user network access information database, and the gateway determines the gateway identifier and the first mobile phone number. Correspondence between mobile phone numbers;
若移动终端号码为第一手机号码，则网关确定网关标识和第一手机号码的对应关系；网关解析报文，并将网关标识和第一手机号码的对应关系，以及解析报文后的报文解析结果，发送给服务器。If the mobile terminal number is the first mobile phone number, the gateway determines the corresponding relationship between the gateway identifier and the first mobile phone number; the gateway parses the message, and the corresponding relationship between the gateway identifier and the first mobile phone number, and the message after analyzing the message Parse the result and send it to the server.
在本实施例中，具体的，若移动终端号码为IMSI，则网关从预设的用户入网信息库中，查询到与IMSI对应的第一手机号码，然后网关将网关标识、第一手机号码、移动终端MAC信息进行一一对应的存储；若移动终端号码为第一手机号码，则网关直接将网关标识、第一手机号码、移动终端MAC信息进行一一对应的存储。In this embodiment, specifically, if the mobile terminal number is an IMSI, the gateway queries the first mobile phone number corresponding to the IMSI from the preset user network access information database, and then the gateway sends the gateway identifier, the first mobile phone number, The MAC information of the mobile terminal is stored in one-to-one correspondence; if the mobile terminal number is the first mobile phone number, the gateway directly stores the gateway identifier, the first mobile phone number, and the MAC information of the mobile terminal in one-to-one correspondence.
然后，网关将网关标识、第一手机号码和移动终端MAC信息的对应关系，以及移动终端使用无线局域网时的报文，发送给服务器。Then, the gateway sends the correspondence between the gateway identifier, the first mobile phone number and the MAC information of the mobile terminal, and the message when the mobile terminal uses the wireless local area network to the server.
步骤104，包括：Step 104, comprising:
步骤1041、服务器根据预设的新入网名单库，确定网关标识和第一手机号码的对应关系中，与新入网的手机号码相同的第一手机号码对应的网关标识,其中，新入网名单库中存储了各新入网的手机号码。Step 1041, the server determines the gateway identifier corresponding to the first mobile phone number that is the same as the new mobile phone number in the corresponding relationship between the gateway identifier and the first mobile phone number according to the preset new network access list database, wherein the new network access list database The mobile phone numbers of each new network access are stored.
在本实施例中，具体的，服务器接收网关发送的网关标识、第一手机号码和移动终端MAC信息的对应关系，以及报文。服务器根据预设的新入网名单库，其中，新入网名单库中存储了各新入网的手机号码，确定网关标识、第一手机号码和移动终端MAC信息的对应关系中，与新入网的手机号码相同的第一手机号码所使用网关的网关标识。In this embodiment, specifically, the server receives the gateway identifier, the correspondence between the first mobile phone number and the MAC information of the mobile terminal, and the message sent by the gateway. According to the preset new network access list database, wherein the mobile phone numbers of each new network access are stored in the new network access list database, the corresponding relationship between the gateway identification, the first mobile phone number and the mobile terminal MAC information is determined, and the mobile phone number of the new network access The gateway ID of the gateway used by the same first mobile phone number.
其中，匹配出的新入网用户使用网关的记录时间，应在新入网用户入网时间之后，进而避免号码再分配问题而导致的将新入网用户和该号码原持有者混淆的问题。Among them, the record time of the matched new network user using the gateway should be after the new network user's network access time, so as to avoid the problem of confusing the new network user with the original number holder caused by the number reassignment problem.
步骤1042、服务器过滤掉预设信息库中的标记为公共场所网关的网关标识。Step 1042, the server filters out the gateway identifiers marked as public place gateways in the preset information database.
在本实施例中，具体的，服务器需要充匹配出网关标识中，过滤掉预设信息库中的标记为公共场所网关的网关标识。举例来说，可以去除掉特征明显的公共场所的网关的网关标识，公共场所的网关的特点为每天都会出现很多新增用户。In this embodiment, specifically, the server needs to fill out the gateway identifiers and filter out the gateway identifiers marked as public place gateways in the preset information database. For example, the gateway identifier of a gateway in a public place with obvious characteristics may be removed, and the gateway in a public place is characterized by many new users appearing every day.
或者，服务器可以锁定使用网关的上网时间段为晚上或周末的新老用户进行分析。Or, the server can lock the Internet access time period of using the gateway to analyze new and old users at night or on weekends.
步骤1043、服务器确定预设信息库中，与第一手机号码对应的网关标识下的第二手机号码，其中，信息库中存储有在第一预设时间段内销卡或在第二预设时间段内消费下降的第二手机号码和各网关标识的对应关系。Step 1043, the server determines the second mobile phone number under the gateway identifier corresponding to the first mobile phone number in the preset information database, wherein the information database stores the card canceled within the first preset time period or within the second preset time The corresponding relationship between the second mobile phone number and the identifiers of the gateways in which the consumption in the segment is reduced.
在本实施例中，具体的，服务器确定预设信息库中，其中，信息库中存储有在第一预设时间段内销卡或在第二预设时间段内消费下降的第二手机号码和各网关标识的对应关系，和第一手机号码所使用网关的网关标识相同的网关标识下的第二手机号码。In this embodiment, specifically, the server determines the preset information database, wherein the information database stores the second mobile phone number and The corresponding relationship of each gateway identifier is the second mobile phone number under the same gateway identifier as the gateway identifier of the gateway used by the first mobile phone number.
步骤1044、服务器确定第一手机号码、以及与第一手机号码对应的网关标识下的第二手机号码的对应关系，以形成疑似重入网用户名单。Step 1044, the server determines the corresponding relationship between the first mobile phone number and the second mobile phone number under the gateway identifier corresponding to the first mobile phone number, so as to form a list of suspected re-entry users.
其中，步骤1044，具体包括：Wherein, step 1044 specifically includes:
服务器对确定与第一手机号码对应的报文解析结果中的移动终端行为特征信息；The server determines the behavior characteristic information of the mobile terminal in the message analysis result corresponding to the first mobile phone number;
服务器在确定与第一手机号码对应的移动终端行为特征信息，和与第二手机号码对应的预存移动终端行为特征信息相同时，确定移动终端行为特征信息和与第二手机号码对应的预存移动终端行为特征信息相同的第一手机号码为疑似重入网用户。When the server determines that the mobile terminal behavior characteristic information corresponding to the first mobile phone number is the same as the pre-stored mobile terminal behavior characteristic information corresponding to the second mobile phone number, determine the mobile terminal behavior characteristic information and the pre-stored mobile terminal behavior information corresponding to the second mobile phone number. The first mobile phone number with the same behavior characteristic information is a suspected re-entry user.
在本实施例中，具体的，移动终端确定第一手机号码、以及与第一手机号码所使用网关的网关标识相同的网关标识下的第二手机号码的对应关系，以形成疑似重入网用户名单。具体来说，服务器可以对与各第一手机号码对应的报文进行分析，进而获取与各第一手机号码对应的移动终端行为特征信息，其中，移动终端行为特征信息包括移动终端连网时间段、移动终端入网的网址等得等；服务器确定预设信息库中，和第一手机号码所使用网关的网关标识相同的网关标识下的第二手机号码；服务器确定与第一手机号码对应的移动终端行为特征信息，和与第二手机号码对应的预存移动终端行为特征信息是否相同，若相同，则服务器确定移动终端行为特征信息和与第二手机号码对应的预存移动终端行为特征信息相同的第一手机号码为疑似重入网用户。In this embodiment, specifically, the mobile terminal determines the corresponding relationship between the first mobile phone number and the second mobile phone number under the same gateway ID as the gateway used by the first mobile phone number, so as to form a list of suspected re-entry users . Specifically, the server may analyze the message corresponding to each first mobile phone number, and then obtain the behavior characteristic information of the mobile terminal corresponding to each first mobile phone number, wherein the behavior characteristic information of the mobile terminal includes the time period when the mobile terminal connects to the network , the website of the mobile terminal to access the network, etc.; the server determines the second mobile phone number under the same gateway identification as the gateway identification of the gateway used by the first mobile phone number in the preset information database; the server determines the mobile phone number corresponding to the first mobile phone number Whether the terminal behavior characteristic information is the same as the pre-stored mobile terminal behavior characteristic information corresponding to the second mobile phone number; A mobile phone number is a suspected re-entry user.
举例来说，某一个网关在本月新增匹配了一个新入网用户，则去查看该网关的既往匹配用户，既往匹配用于中存在一个近期销号或者近期基本没产生通信行为的号码，特别是，新入网用户使用该网关和既往用户使用该网关的时间多为晚上和周末，从而可认为这两个号码疑似为同一个使用者，进而将这两个号码加入疑似重入网用户名单中。For example, if a gateway has added a new user to the network this month, check the previous matching users of the gateway. In the past matching users, there is a number that has been canceled recently or has basically no communication behavior in the near future, especially Yes, new network users use this gateway and previous users use this gateway mostly at night and weekends, so it can be considered that these two numbers are suspected to be the same user, and then these two numbers are added to the list of suspected re-entry users.
步骤105，具体包括：Step 105 specifically includes:
服务器获取疑似重入网用户的第二手机号码下的短信内容称呼，以及第一手机号码下的短信内容称呼；服务器若确定第二手机号码下的短信内容称呼与第一手机号码下的短信内容称呼相同，则服务器确定疑似重入网用户的第二手机号码和第一手机号码归属于同一用户，以确定疑似重入网用户为重入网用户。The server obtains the name of the short message content under the second mobile phone number of the suspected re-entry user, and the content title of the short message under the first mobile phone number; if the server determines that the content title of the short message under the second mobile phone number If they are the same, the server determines that the second mobile phone number and the first mobile phone number of the suspected re-entry user belong to the same user, so as to determine that the suspected re-entry user is the re-entry user.
或者，服务器获取疑似重入网用户的第二手机号码下的短信内容指向信息；服务器若确定第二手机号码下的短信内容指向信息包括疑似重入网用户的第一手机号码，则服务器确定疑似重入网用户的第二手机号码和第一手机号码归属于同一用户，以确定疑似重入网用户为重入网用户。Alternatively, the server obtains the information on the content of the short message under the second mobile phone number of the user who is suspected of re-entering the network; The user's second mobile phone number and the first mobile phone number belong to the same user, so as to determine the suspected re-entry user as the re-entry user.
或者，服务器获取疑似重入网用户的第二手机号码下的O域数据，以及第一手机号码下的O域数据；服务器确定第二手机号码下的O域数据与第一手机号码下的O域数据之间的O域数据相似度；服务器若确定O域数据相似度大于等于预设阈值，则服务器确定疑似重入网用户的第二手机号码和第一手机号码归属于同一用户，以确定疑似重入网用户为重入网用户；其中，O域数据包括以下的至少一种：移动终端开机时间、移动终端关机时间、移动终端连接的基站小区值、移动终端在第三预设时间段内的基站小区切换轨迹。Or, the server obtains the O domain data under the second mobile phone number of the suspected re-entry user, and the O domain data under the first mobile phone number; the server determines that the O domain data under the second mobile phone number and the O domain data under the first mobile phone number O-field data similarity between data; if the server determines that the O-field data similarity is greater than or equal to the preset threshold, the server determines that the second mobile phone number and the first mobile phone number of the suspected re-entry user belong to the same user, so as to determine the suspected re-entry The user who joins the network is a user who re-enters the network; wherein, the O domain data includes at least one of the following: mobile terminal power-on time, mobile terminal power-off time, base station cell value connected by the mobile terminal, base station cell of the mobile terminal within the third preset time period Switch tracks.
在本实施例中，具体的，服务器对确定为疑似重入网用户的第二手机号码的数据特征、与第一手机号码的数据特征进行比对分析，以确定重入网用户。In this embodiment, specifically, the server compares and analyzes the data features of the second mobile phone number determined to be a suspected re-entry user with the data features of the first mobile phone number, so as to determine the re-entry user.
具体来说，服务器获取疑似重入网用户的第二手机号码下的短信内容称呼，以及第一手机号码下的短信内容称呼，服务器若确定第二手机号码下的短信内容称呼与第一手机号码下的短信内容称呼相同，则服务器确定该疑似重入网用户的第二手机号码和第一手机号码归属于同一用户，确定该用户为重入网用户。举例来说，特殊称呼短信匹配是指疑似重入网用户对应名单中，新老号码在与同一手机号码的短信中使用同一特殊称呼。比如新老号码在短信中，都称呼同一手机号码的用户为“爸爸”、“二姨”等，从而可以确定新老号码为归属于同一个用户，确定该用户为重入网用户。Specifically, the server obtains the name of the short message content under the second mobile phone number of the user who is suspected of re-entering the network, and the content title of the short message content under the first mobile phone number. If the server determines that the content title of the short message content under the second mobile phone number If the content of the short message is the same, the server determines that the second mobile phone number and the first mobile phone number of the suspected re-entry user belong to the same user, and determine that the user is a re-entry user. For example, special title text message matching means that in the list corresponding to suspected re-entry users, the new and old numbers use the same special title in text messages with the same mobile phone number. For example, both the new and old numbers call the user of the same mobile phone number "Dad" and "Second Aunt" in the text message, so that it can be determined that the old and new numbers belong to the same user, and the user is determined to be a re-entry user.
或者，服务器获取疑似重入网用户的第二手机号码下的短信内容指向信息，若服务器确定第二手机号码下的短信内容指向信息包括该疑似重入网用户的第一手机号码，则服务器确定该疑似重入网用户的第二手机号码和第一手机号码归属于同一用户，确定该用户为重入网用户。举例来说，在疑似重入网用户对应名单中，老号码的短信对新号码具有明确指向性，比如，老号码的短信为“换号，今后请和***(新号码)联系”，从而可以确定新老号码为归属于同一个用户，确定该用户为重入网用户。Or, the server obtains the content pointing information of the short message under the second mobile phone number of the suspected re-entry user, and if the server determines that the content pointing information of the short message under the second mobile phone number includes the first mobile phone number of the suspected re-entry user, then the server determines that the suspected The second mobile phone number and the first mobile phone number of the re-entry user belong to the same user, and the user is determined to be the re-entry user. For example, in the corresponding list of users who are suspected of re-entering the network, the text messages of the old number have a clear direction to the new number. It can be determined that the old and new numbers belong to the same user, and the user is determined to be a re-entry user.
或者，服务器获取疑似重入网用户的第二手机号码下的O域数据，以及第一手机号码下的O域数据，服务器确定第二手机号码下的O域数据与第一手机号码下的O域数据之间的O域数据相似度，服务器若确定O域数据相似度大于等于预设阈值，则服务器确定该疑似重入网用户的第二手机号码和第一手机号码归属于同一用户，确定该用户为重入网用户。此时，以上过程可以称为用户O域数据相似度匹配，用户O域数据相似度匹配是指在疑似重入网用户对应名单中，新老号码在O域数据的相似度达到一定程度。其中，O域数据包括以下的至少一种：移动终端开机时间、移动终端关机时间、移动终端连接的基站小区值、移动终端在第三预设时间段内的基站小区切换轨迹。举例来说，新老号码在工作日/周末的开、关机时间近似，或者在工作日/周末的经常连接的基站小区值相同，或者新老用户在每天相同时段移动切换时的基站小区值变换轨迹相似，从而可以确定新老号码为归属于同一个用户，确定该用户为重入网用户。Or, the server obtains the O-domain data under the second mobile phone number of the user who is suspected of re-entering the network, and the O-domain data under the first mobile phone number, and the server determines that the O-domain data under the second mobile phone number is the same as the O-domain data under the first mobile phone number. O-domain data similarity between data, if the server determines that the O-domain data similarity is greater than or equal to the preset threshold, then the server determines that the second mobile phone number and the first mobile phone number of the suspected re-entry user belong to the same user, and determine that the user For re-entry users. At this time, the above process can be called user O-domain data similarity matching. User O-domain data similarity matching means that in the corresponding list of users who are suspected of re-entering the network, the similarity between the old and new numbers in the O-domain data reaches a certain level. Wherein, the O domain data includes at least one of the following: mobile terminal power-on time, mobile terminal power-off time, base station cell value to which the mobile terminal is connected, and base station cell switching trajectory of the mobile terminal within a third preset time period. For example, the opening and closing times of the new and old numbers are similar on weekdays/weekends, or the cell values of frequently connected base stations are the same on weekdays/weekends, or the cell values of base stations change when old and new users move and switch at the same time every day The trajectories are similar, so it can be determined that the old and new numbers belong to the same user, and the user is determined to be a re-entry user.
本实施例通过确定连接到无线局域网的移动终端的网关标识和第一手机号码的对应关系，获取移动终端使用无线局域网时的报文，然后确根据预设的新入网名单库，确定出新入网用户的第一手机号码；然后，确定出新入网用户的第一手机号码所使用的网关的网关标识，确定出新入网用户的第一手机号码的网关标识下的在第一预设时间段内销卡或在第二预设时间段内消费下降的第二手机号码，进而确定出具有以上特征的第一手机号码与第二手机号码的对应关系，确定这样的手机号码疑似为同一用户，形成疑似重入网用户名单；然后，服务器对确定为疑似重入网用户的第二手机号码的数据特征、与第一手机号码的数据特征进行比对分析，以确定重入网用户。从而提供了一种对与移动终端连接的网关进行分析的重入网用户识别方法，同时分析手机号码下的特征，可以确定出重入网用户，提高了重入网用户识别的准确性，并减小了识别的时间，提高了识别的效率。In this embodiment, by determining the corresponding relationship between the gateway identifier of the mobile terminal connected to the wireless local area network and the first mobile phone number, the message when the mobile terminal uses the wireless local area network is obtained, and then the new network access is determined according to the preset new network access list database. The first mobile phone number of the user; then, determine the gateway identification of the gateway used by the first mobile phone number of the new network user, determine the first preset time period under the gateway identification of the first mobile phone number of the new network user. Card or the second mobile phone number whose consumption has decreased within the second preset time period, and then determine the corresponding relationship between the first mobile phone number and the second mobile phone number with the above characteristics, and determine that such mobile phone numbers are suspected to be the same user, forming a suspected A list of re-entrant users; then, the server compares and analyzes the data characteristics of the second mobile phone number identified as suspected re-entrant users with the data characteristics of the first mobile phone number to determine the re-entrant users. Thereby providing a kind of re-entry user identification method that analyzes the gateway connected with the mobile terminal, and analyzing the characteristics under the mobile phone number at the same time, can determine the re-entry user, improve the accuracy of re-entry user identification, and reduce the The recognition time improves the recognition efficiency.
图3为本发明实施例三提供的重入网识别系统的结构示意图，如图3所示，本实施例提供的重入网识别系统，包括：FIG. 3 is a schematic structural diagram of the re-entry network identification system provided in Embodiment 3 of the present invention. As shown in FIG. 3 , the re-entry network identification system provided in this embodiment includes:
网关1和服务器2，网关1包括第一接收模块11和发送模块12，服务器2包括第二接收模块21、确定模块22和分析模块23；A gateway 1 and a server 2, the gateway 1 includes a first receiving module 11 and a sending module 12, and the server 2 includes a second receiving module 21, a determination module 22 and an analysis module 23;
第一接收模块11，用于接收移动终端连接网关时发送的移动终端信息，并确定移动终端使用网关的无线局域网时的报文，移动终端信息包括移动终端号码；The first receiving module 11 is used to receive the mobile terminal information sent when the mobile terminal connects to the gateway, and determine the message when the mobile terminal uses the wireless local area network of the gateway, and the mobile terminal information includes the mobile terminal number;
发送模块12，用于确定与移动终端号码对应的第一手机号码之后，确定网关的网关标识和第一手机号码的对应关系，并解析报文，并将网关标识和第一手机号码的对应关系，以及解析报文后的报文解析结果，发送给服务器，其中，报文解析结果中包括数据特征；Sending module 12, after determining the first mobile phone number corresponding to the mobile terminal number, determine the corresponding relationship between the gateway identification of the gateway and the first mobile phone number, and analyze the message, and determine the corresponding relationship between the gateway identification and the first mobile phone number , and the message parsing result after parsing the message is sent to the server, wherein the message parsing result includes data characteristics;
第二接收模块21，用于接收网关发送的网关标识和第一手机号码的对应关系、报文解析结果；The second receiving module 21 is used to receive the corresponding relationship between the gateway identifier and the first mobile phone number sent by the gateway, and the message analysis result;
确定模块22，用于确定第一手机号码、以及与第一手机号码对应的网关标识下的第二手机号码的对应关系，以形成疑似重入网用户名单，其中，第二手机号码为在第一预设时间段内销卡或在第二预设时间段内消费下降的第二手机号码；The determining module 22 is used to determine the corresponding relationship between the first mobile phone number and the second mobile phone number under the gateway identification corresponding to the first mobile phone number, so as to form a list of users suspected of re-entering the network, wherein the second mobile phone number is in the first mobile phone number. The second mobile phone number whose card is sold within a preset time period or whose consumption decreases within a second preset time period;
分析模块23，用于对确定为疑似重入网用户的第二手机号码的数据特征、与第一手机号码的数据特征进行比对分析，以确定重入网用户。The analysis module 23 is used to compare and analyze the data characteristics of the second mobile phone number determined as a suspected re-entry user with the data characteristics of the first mobile phone number, so as to determine the re-entry user.
本实施例的移动终端可执行本发明实施例一提供的解锁方法，其实现原理相类似，此处不再赘述。The mobile terminal in this embodiment can execute the unlocking method provided in Embodiment 1 of the present invention, and its implementation principles are similar, so details will not be repeated here.
本实施例通过网关接收移动终端连接网关时发送的移动终端信息，并确定移动终端使用网关的无线局域网时的报文，移动终端信息包括移动终端号码；网关确定与移动终端号码对应的第一手机号码之后，确定网关的网关标识和第一手机号码的对应关系，并解析报文，并将网关标识和第一手机号码的对应关系，以及解析报文后的报文解析结果，发送给服务器，其中，报文解析结果中包括数据特征；服务器接收网关发送的网关标识和第一手机号码的对应关系、报文解析结果；服务器确定第一手机号码、以及与第一手机号码对应的网关标识下的第二手机号码的对应关系，以形成疑似重入网用户名单，其中，第二手机号码为在第一预设时间段内销卡或在第二预设时间段内消费下降的第二手机号码；服务器对确定为疑似重入网用户的第二手机号码的数据特征、与第一手机号码的数据特征进行比对分析，以确定重入网用户。从而提供了一种对与移动终端连接的网关进行分析的重入网用户识别方法，同时分析手机号码下的特征，可以确定出重入网用户，提高了重入网用户识别的准确性，并减小了识别的时间，提高了识别的效率。In this embodiment, the gateway receives the mobile terminal information sent when the mobile terminal connects to the gateway, and determines the message when the mobile terminal uses the wireless local area network of the gateway. The mobile terminal information includes the mobile terminal number; the gateway determines the first mobile phone corresponding to the mobile terminal number. After the number, determine the corresponding relationship between the gateway identification of the gateway and the first mobile phone number, and analyze the message, and send the corresponding relationship between the gateway identification and the first mobile phone number, and the message analysis result after analyzing the message to the server. Among them, the message analysis result includes data characteristics; the server receives the corresponding relationship between the gateway identification sent by the gateway and the first mobile phone number, and the message analysis result; the server determines the first mobile phone number and the gateway identification corresponding to the first mobile phone number. The corresponding relationship of the second mobile phone number to form a list of suspected re-entry users, wherein the second mobile phone number is the second mobile phone number whose card has been canceled within the first preset time period or whose consumption has decreased within the second preset time period; The server compares and analyzes the data characteristics of the second mobile phone number determined as a suspected re-entry user with the data characteristics of the first mobile phone number, so as to determine the re-entry user. Thereby providing a kind of re-entry user identification method that analyzes the gateway connected with the mobile terminal, and analyzing the characteristics under the mobile phone number at the same time, can determine the re-entry user, improve the accuracy of re-entry user identification, and reduce the The recognition time improves the recognition efficiency.
图4为本发明实施例四提供的重入网识别系统的结构示意图，在实施例三的基础上，如图4所示，本实施例提供的重入网识别系统，还包括：FIG. 4 is a schematic structural diagram of the re-entry network identification system provided in Embodiment 4 of the present invention. On the basis of Embodiment 3, as shown in FIG. 4 , the re-entry network identification system provided in this embodiment also includes:
移动终端3，用于在第一接收模块11接收移动终端连接网关时发送的移动终端信息之前，在移动终端连接无线局域网的网关时，在预储的上报记录表中，确定是否存在移动终端号码，其中，上报记录表中存储了当前移动终端的移动终端号码与各网关标识的对应关系；若查不存在，则将移动终端信息发送给网关。The mobile terminal 3 is used to determine whether there is a mobile terminal number in the pre-stored report record table when the mobile terminal is connected to the gateway of the wireless local area network before the first receiving module 11 receives the mobile terminal information sent when the mobile terminal connects to the gateway. , wherein, the corresponding relationship between the mobile terminal number of the current mobile terminal and each gateway identifier is stored in the reporting record table; if it does not exist, the mobile terminal information is sent to the gateway.
发送模块12，具体用于：The sending module 12 is specifically used for:
若移动终端号码为IMSI，则网关从预设的用户入网信息库中，查询与IMSI对应的第一手机号码，并且确定网关标识和第一手机号码的对应关系；If the mobile terminal number is IMSI, the gateway queries the first mobile phone number corresponding to the IMSI from the preset user network access information database, and determines the correspondence between the gateway identifier and the first mobile phone number;
若移动终端号码为第一手机号码，则网关确定网关标识和第一手机号码的对应关系；并解析报文，并将网关标识和第一手机号码的对应关系，以及解析报文后的报文解析结果，发送给服务器。If the mobile terminal number is the first mobile phone number, the gateway determines the corresponding relationship between the gateway identifier and the first mobile phone number; and parses the message, and the corresponding relationship between the gateway identifier and the first mobile phone number, and the message after the parsed message Parse the result and send it to the server.
确定模块22，具体用于：The determination module 22 is specifically used for:
根据预设的新入网名单库，确定网关标识和第一手机号码的对应关系中，与新入网的手机号码相同的第一手机号码对应的网关标识,其中，新入网名单库中存储了各新入网的手机号码；According to the preset new network access list database, determine the corresponding relationship between the gateway identification and the first mobile phone number, the gateway identification corresponding to the first mobile phone number that is the same as the new network access mobile phone number, wherein the new network access list database stores each new Mobile phone number for network access;
过滤掉预设信息库中的标记为公共场所网关的网关标识；Filtering out gateway identifiers marked as public place gateways in the preset information base;
确定预设信息库中，与第一手机号码对应的网关标识下的第二手机号码，其中，信息库中存储有在第一预设时间段内销卡或在第二预设时间段内消费下降的第二手机号码和各网关标识的对应关系；Determining the second mobile phone number under the gateway identification corresponding to the first mobile phone number in the preset information base, wherein the information base stores the card sales within the first preset time period or the consumption decline within the second preset time period The corresponding relationship between the second mobile phone number and each gateway identification;
对确定与第一手机号码对应的报文解析结果中的移动终端行为特征信息；Determining the mobile terminal behavior characteristic information in the message analysis result corresponding to the first mobile phone number;
在确定与第一手机号码对应的移动终端行为特征信息，和与第二手机号码对应的预存移动终端行为特征信息相同时，确定移动终端行为特征信息和与第二手机号码对应的预存移动终端行为特征信息相同的第一手机号码为疑似重入网用户。When it is determined that the mobile terminal behavior characteristic information corresponding to the first mobile phone number is the same as the pre-stored mobile terminal behavior characteristic information corresponding to the second mobile phone number, determine the mobile terminal behavior characteristic information and the pre-stored mobile terminal behavior corresponding to the second mobile phone number The first mobile phone number with the same feature information is a suspected re-entry user.
分析模块23，具体用于：The analysis module 23 is specifically used for:
获取疑似重入网用户的第二手机号码下的短信内容称呼，以及第一手机号码下的短信内容称呼；若确定第二手机号码下的短信内容称呼与第一手机号码下的短信内容称呼相同，则确定疑似重入网用户的第二手机号码和第一手机号码归属于同一用户，以确定疑似重入网用户为重入网用户；Obtain the appellation of the short message content under the second mobile phone number of the suspected re-entry user, and the content title of the short message under the first mobile phone number; It is determined that the second mobile phone number and the first mobile phone number of the suspected re-entry user belong to the same user, so as to determine that the suspected re-entry user is a re-entry user;
或者，获取疑似重入网用户的第二手机号码下的短信内容指向信息；若确定第二手机号码下的短信内容指向信息包括疑似重入网用户的第一手机号码，则确定疑似重入网用户的第二手机号码和第一手机号码归属于同一用户，以确定疑似重入网用户为重入网用户；Alternatively, obtain the content pointing information of the short message under the second mobile phone number of the user who is suspected of re-entering the network; The second mobile phone number and the first mobile phone number belong to the same user, so as to determine the suspected re-entry user as the re-entry user;
或者，获取疑似重入网用户的第二手机号码下的O域数据，以及第一手机号码下的O域数据；确定第二手机号码下的O域数据与第一手机号码下的O域数据之间的O域数据相似度；若确定O域数据相似度大于等于预设阈值，则确定疑似重入网用户的第二手机号码和第一手机号码归属于同一用户，以确定疑似重入网用户为重入网用户；其中，O域数据包括以下的至少一种：移动终端开机时间、移动终端关机时间、移动终端连接的基站小区值、移动终端在第三预设时间段内的基站小区切换轨迹。Or, obtain the O domain data under the second mobile phone number of the suspected re-entry user, and the O domain data under the first mobile phone number; determine the O domain data under the second mobile phone number and the O domain data under the first mobile phone number If it is determined that the O-domain data similarity is greater than or equal to the preset threshold, it is determined that the second mobile phone number and the first mobile phone number of the suspected re-entry user belong to the same user, and the focus is on determining the suspected re-entry user A network user; wherein, the O domain data includes at least one of the following: mobile terminal power-on time, mobile terminal power-off time, the value of the base station cell connected to the mobile terminal, and the base station cell switching track of the mobile terminal within the third preset time period.
本实施例的移动终端可执行本发明实施例二提供的解锁方法，其实现原理相类似，此处不再赘述。The mobile terminal in this embodiment can execute the unlocking method provided in Embodiment 2 of the present invention, and its implementation principles are similar, so details will not be repeated here.
本实施例通过确定连接到无线局域网的移动终端的网关标识和第一手机号码的对应关系，获取移动终端使用无线局域网时的报文，然后确根据预设的新入网名单库，确定出新入网用户的第一手机号码；然后，确定出新入网用户的第一手机号码所使用的网关的网关标识，确定出新入网用户的第一手机号码的网关标识下的在第一预设时间段内销卡或在第二预设时间段内消费下降的第二手机号码，进而确定出具有以上特征的第一手机号码与第二手机号码的对应关系，确定这样的手机号码疑似为同一用户，形成疑似重入网用户名单；然后，服务器对确定为疑似重入网用户的第二手机号码的数据特征、与第一手机号码的数据特征进行比对分析，以确定重入网用户。从而提供了一种对与移动终端连接的网关进行分析的重入网用户识别方法，同时分析手机号码下的特征，可以确定出重入网用户，提高了重入网用户识别的准确性，并减小了识别的时间，提高了识别的效率。In this embodiment, by determining the corresponding relationship between the gateway identifier of the mobile terminal connected to the wireless local area network and the first mobile phone number, the message when the mobile terminal uses the wireless local area network is obtained, and then the new network access is determined according to the preset new network access list database. The first mobile phone number of the user; then, determine the gateway identification of the gateway used by the first mobile phone number of the new network user, determine the first preset time period under the gateway identification of the first mobile phone number of the new network user. Card or the second mobile phone number whose consumption has decreased within the second preset time period, and then determine the corresponding relationship between the first mobile phone number and the second mobile phone number with the above characteristics, and determine that such mobile phone numbers are suspected to be the same user, forming a suspected A list of re-entrant users; then, the server compares and analyzes the data characteristics of the second mobile phone number identified as suspected re-entrant users with the data characteristics of the first mobile phone number to determine the re-entrant users. Thereby providing a kind of re-entry user identification method that analyzes the gateway connected with the mobile terminal, and analyzing the characteristics under the mobile phone number at the same time, can determine the re-entry user, improve the accuracy of re-entry user identification, and reduce the The recognition time improves the recognition efficiency.
本领域普通技术人员可以理解：实现上述各方法实施例的全部或部分步骤可以通过程序指令相关的硬件来完成。前述的程序可以存储于一计算机可读取存储介质中。该程序在执行时，执行包括上述各方法实施例的步骤；而前述的存储介质包括：ROM、RAM、磁碟或者光盘等各种可以存储程序代码的介质。Those of ordinary skill in the art can understand that all or part of the steps for implementing the above method embodiments can be completed by program instructions and related hardware. The aforementioned program can be stored in a computer-readable storage medium. When the program is executed, it executes the steps of the above-mentioned method embodiments; and the aforementioned storage medium includes: ROM, RAM, magnetic disk or optical disk and other various media that can store program codes.
最后应说明的是：以上实施例仅用以说明本发明的技术方案，而非对其限制；尽管参照前述实施例对本发明进行了详细的说明，本领域的普通技术人员应当理解：其依然可以对前述各实施例所记载的技术方案进行修改，或者对其中部分技术特征进行等同替换；而这些修改或者替换，并不使相应技术方案的本质脱离本发明各实施例技术方案的精神和范围。Finally, it should be noted that: the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit them; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: it can still be Modifications are made to the technical solutions described in the foregoing embodiments, or equivalent replacements are made to some of the technical features; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the various embodiments of the present invention.
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610438701.2ACN105959934B (en) | 2016-06-17 | 2016-06-17 | Network re-entry recognition methods and system |
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610438701.2ACN105959934B (en) | 2016-06-17 | 2016-06-17 | Network re-entry recognition methods and system |
| Publication Number | Publication Date |
|---|---|
| CN105959934Atrue CN105959934A (en) | 2016-09-21 |
| CN105959934B CN105959934B (en) | 2019-04-02 |
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610438701.2AActiveCN105959934B (en) | 2016-06-17 | 2016-06-17 | Network re-entry recognition methods and system |
| Country | Link |
|---|---|
| CN (1) | CN105959934B (en) |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106535172A (en)* | 2016-12-28 | 2017-03-22 | 中国移动通信集团江苏有限公司 | Method, apparatus and server for determining to-be-reminded terminal |
| CN106973379A (en)* | 2017-05-25 | 2017-07-21 | 中国联合网络通信集团有限公司 | Network re-entry recognition methods and device |
| CN107360575A (en)* | 2017-06-19 | 2017-11-17 | 广东小天才科技有限公司 | Method and device for opening real name of mobile phone number |
| CN109740675A (en)* | 2019-01-07 | 2019-05-10 | 上海应用技术大学 | A Big Data-Based Same User Identification Analysis Model |
| CN110290513A (en)* | 2019-07-05 | 2019-09-27 | 中国联合网络通信集团有限公司 | A method and system for identifying re-entry users |
| CN110636451A (en)* | 2019-08-21 | 2019-12-31 | 深圳市天彦通信股份有限公司 | Information management method and related device |
| CN111800748A (en)* | 2020-07-01 | 2020-10-20 | 中国联合网络通信集团有限公司 | Re-network user identification method, system, computer equipment and storage medium |
| CN115226024A (en)* | 2021-03-30 | 2022-10-21 | 中国移动通信集团安徽有限公司 | Re-network access identification method, device, equipment and storage medium |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1816211A (en)* | 2005-02-02 | 2006-08-09 | 亚信科技（中国）有限公司 | System for collecting and using user characteristic data to identify user, and method thereof |
| CN102215504A (en)* | 2010-04-08 | 2011-10-12 | 中国移动通信集团甘肃有限公司 | Method and system for identifying class of newly network-accessed user |
| CN102387512A (en)* | 2011-10-19 | 2012-03-21 | 北京交通大学 | Repeat network access analysis method based on vector space model (VSM) |
| US20120243673A1 (en)* | 2011-03-21 | 2012-09-27 | Microsoft Corporation | Automatic rejoining of conferences |
| CN104902498A (en)* | 2015-04-17 | 2015-09-09 | 中国联合网络通信集团有限公司 | Identification method and device for subscriber re-networking |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1816211A (en)* | 2005-02-02 | 2006-08-09 | 亚信科技（中国）有限公司 | System for collecting and using user characteristic data to identify user, and method thereof |
| CN102215504A (en)* | 2010-04-08 | 2011-10-12 | 中国移动通信集团甘肃有限公司 | Method and system for identifying class of newly network-accessed user |
| US20120243673A1 (en)* | 2011-03-21 | 2012-09-27 | Microsoft Corporation | Automatic rejoining of conferences |
| CN102387512A (en)* | 2011-10-19 | 2012-03-21 | 北京交通大学 | Repeat network access analysis method based on vector space model (VSM) |
| CN104902498A (en)* | 2015-04-17 | 2015-09-09 | 中国联合网络通信集团有限公司 | Identification method and device for subscriber re-networking |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106535172B (en)* | 2016-12-28 | 2019-12-13 | 中国移动通信集团江苏有限公司 | Method, device and server for determining terminal to be reminded |
| CN106535172A (en)* | 2016-12-28 | 2017-03-22 | 中国移动通信集团江苏有限公司 | Method, apparatus and server for determining to-be-reminded terminal |
| CN106973379A (en)* | 2017-05-25 | 2017-07-21 | 中国联合网络通信集团有限公司 | Network re-entry recognition methods and device |
| CN106973379B (en)* | 2017-05-25 | 2019-12-03 | 中国联合网络通信集团有限公司 | Re-entry network identification method and device |
| CN107360575A (en)* | 2017-06-19 | 2017-11-17 | 广东小天才科技有限公司 | Method and device for opening real name of mobile phone number |
| CN107360575B (en)* | 2017-06-19 | 2020-04-28 | 广东小天才科技有限公司 | A real-name activation method and device for a mobile phone number |
| CN109740675A (en)* | 2019-01-07 | 2019-05-10 | 上海应用技术大学 | A Big Data-Based Same User Identification Analysis Model |
| CN110290513A (en)* | 2019-07-05 | 2019-09-27 | 中国联合网络通信集团有限公司 | A method and system for identifying re-entry users |
| CN110290513B (en)* | 2019-07-05 | 2021-10-15 | 中国联合网络通信集团有限公司 | A method and system for identifying re-entry users |
| CN110636451A (en)* | 2019-08-21 | 2019-12-31 | 深圳市天彦通信股份有限公司 | Information management method and related device |
| CN110636451B (en)* | 2019-08-21 | 2021-06-11 | 深圳市天彦通信股份有限公司 | Information management method and related device |
| CN111800748A (en)* | 2020-07-01 | 2020-10-20 | 中国联合网络通信集团有限公司 | Re-network user identification method, system, computer equipment and storage medium |
| CN115226024A (en)* | 2021-03-30 | 2022-10-21 | 中国移动通信集团安徽有限公司 | Re-network access identification method, device, equipment and storage medium |
| Publication number | Publication date |
|---|---|
| CN105959934B (en) | 2019-04-02 |
| Publication | Publication Date | Title |
|---|---|---|
| CN105959934A (en) | Repeated network access identification method and system | |
| US10129391B2 (en) | Short message service spam data analysis and detection | |
| CN110337059B (en) | Analysis algorithm, server and network system for family relationship of user | |
| CA2832722A1 (en) | Data mining method for social network of terminal user and related methods, apparatuses and systems | |
| CN108616965B (en) | Card calling method and device, information pushing method and device and card distribution system | |
| CN102098659B (en) | Method and system for fast verifying international mobile equipment identity (IMEI) | |
| US20130311283A1 (en) | Data mining method for social network of terminal user and related methods, apparatuses and systems | |
| WO2016041171A1 (en) | Method and apparatus for determining terminal roaming status, terminal and server | |
| CN102340424B (en) | Bad message detection method and bad message detection device | |
| CN103220646B (en) | Method and system for retrieving mobile terminal equipment based on short message | |
| CN106973379A (en) | Network re-entry recognition methods and device | |
| CN104348941B (en) | A kind of method and device for searching expectation user using cell phone address book | |
| US20250036810A1 (en) | User data deidentification system | |
| US10762238B2 (en) | Ascertaining network devices used with anonymous identifiers | |
| CN101351045A (en) | Method and device for identifying terminal priority and device for identifying terminal priority | |
| CN109673011A (en) | A kind of mobile terminal identity information association analysis method and device | |
| CN116684527A (en) | Model training method, device and electronic equipment | |
| US20230037602A1 (en) | Information processing method and apparatus, node device, server and storage medium | |
| US11108914B2 (en) | Method and system for revenue maximization in a communication network | |
| CN115134809A (en) | Information identification method, device and equipment and readable storage medium | |
| CN107592214B (en) | Method for identifying login user name of internet application system | |
| CN112788016A (en) | Illegal user identification method and device, electronic equipment and storage medium | |
| CN104038523A (en) | Method and device for storing information | |
| CN106713581A (en) | Communication number identification method, terminal and system | |
| CN115314877B (en) | Internet terminal identification method, terminal device and storage medium |
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |