CN108600972A - SMS possession is analyzed and method for visualizing - Google Patents
SMS possession is analyzed and method for visualizing Download PDFInfo
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/12—Messaging; Mailboxes; Announcements
- H04W4/14—Short messaging services, e.g. short message services [SMS] or unstructured supplementary service data [USSD]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
- H04L51/21—Monitoring or handling of messages
- H04L51/212—Monitoring or handling of messages using filtering or selective blocking
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/26—Devices for calling a subscriber
- H04M1/27—Devices whereby a plurality of signals may be stored simultaneously
- H04M1/274—Devices whereby a plurality of signals may be stored simultaneously with provision for storing more than one subscriber number at a time, e.g. using toothed disc
- H04M1/2745—Devices whereby a plurality of signals may be stored simultaneously with provision for storing more than one subscriber number at a time, e.g. using toothed disc using static electronic memories, e.g. chips
- H04M1/27453—Directories allowing storage of additional subscriber data, e.g. metadata
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- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/26—Devices for calling a subscriber
- H04M1/27—Devices whereby a plurality of signals may be stored simultaneously
- H04M1/274—Devices whereby a plurality of signals may be stored simultaneously with provision for storing more than one subscriber number at a time, e.g. using toothed disc
- H04M1/2745—Devices whereby a plurality of signals may be stored simultaneously with provision for storing more than one subscriber number at a time, e.g. using toothed disc using static electronic memories, e.g. chips
- H04M1/2753—Devices whereby a plurality of signals may be stored simultaneously with provision for storing more than one subscriber number at a time, e.g. using toothed disc using static electronic memories, e.g. chips providing data content
- H04M1/2757—Devices whereby a plurality of signals may be stored simultaneously with provision for storing more than one subscriber number at a time, e.g. using toothed disc using static electronic memories, e.g. chips providing data content by data transmission, e.g. downloading
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72403—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality
- H04M1/7243—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality with interactive means for internal management of messages
- H04M1/72436—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality with interactive means for internal management of messages for text messaging, e.g. short messaging services [SMS] or e-mails
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/18—Processing of user or subscriber data, e.g. subscribed services, user preferences or user profiles; Transfer of user or subscriber data
- H04W8/183—Processing at user equipment or user record carrier
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/18—Processing of user or subscriber data, e.g. subscribed services, user preferences or user profiles; Transfer of user or subscriber data
- H04W8/20—Transfer of user or subscriber data
- H04W8/205—Transfer to or from user equipment or user record carrier
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Abstract
本发明公开了一种手机短信属地分析与可视化方法,包括1)遍历短信收件箱,号码过滤、提取手机属地及相关信息保存到本地数据库;2)按不同时间段,统计不同属地的短信数量;3)绘制地图,以不同颜色填充地图上的各区域,且填充色的深浅,表示该区域短信数量的多少;4)点击特定区域,查看该属地短信列表及短信详情。本发明解决了在特定时间段内按属地的手机短信分类统计,并且可视化显示在地图上的问题。该问题解决的同时,给出了按时间段,按属地的手机短信查询。
The invention discloses a method for analyzing and visualizing mobile phone short message domains, including 1) traversing the short message inbox, filtering numbers, extracting mobile phone domains and related information and storing them in a local database; 2) counting the number of short messages in different domains according to different time periods ;3) Draw a map, fill each area on the map with different colors, and the depth of the filled color indicates the number of SMS messages in this area; 4) Click on a specific area to view the SMS list and SMS details of the territory. The invention solves the problem of classifying and counting mobile phone short messages according to territories within a specific time period and visually displaying them on a map. When this problem is solved, it also provides mobile phone short message query according to time period and territory.
Description
技术领域technical field
本发明涉及一种手机短信属地分析与可视化方法。The invention relates to a method for analyzing and visualizing the territory of mobile phone short messages.
背景技术Background technique
短信息社交是一项传达准确、接收及时、回馈迅速的高效社交方式。虽然有微信语音、QQ语音短信具有与电话一样的实时通话功能;微信、QQ的实时文字传输,具有短信一样作用,且wifi下,更加节省费用。但是,手机短信因不依赖于任何其它软件,信息更及时。并且因手机实名制,使得短信有着信息传输外的,不可取代的作用。日积月累的短信中蕴含着丰富的信息。Short message social networking is an efficient social method that conveys accurately, receives timely, and responds quickly. Although WeChat voice and QQ voice text messages have the same real-time call function as telephones; WeChat and QQ real-time text transmission has the same function as text messages, and it is more cost-effective under Wi-Fi. However, SMS messages are more timely because they do not depend on any other software. And due to the real-name system of mobile phones, text messages have an irreplaceable role in addition to information transmission. The accumulated text messages contain a wealth of information.
当用智能手机接听电话时,基本都会显示手机号码来自哪个地方,而这个地方也就是号码归属地。虽然手机号码归属的运营商归属却是可变的,但是,一个手机电话号码,它的归属地是不变的,不管这个号码被多少人注册和注销过。就如中国的城市的区号,它是不变的。When answering a call with a smartphone, it will basically show where the phone number comes from, and this place is also where the number belongs. Although the operator ownership of the mobile phone number is variable, the attribution of a mobile phone number remains unchanged, no matter how many people have registered or canceled the number. Just like the area code of a city in China, it remains unchanged.
可视化(Visualization)是利用计算机图形学和图像处理技术,将数据转换成图形或图像在屏幕上显示出来,并进行交互处理的理论、方法和技术。可视化的意义在于:1)展现全貌:很多讨论所涉及的主题都是包括多个元素,其中一个元素会影响到多个其他元素,如果不采取可视化,则无法看到全貌、也无法进行真正的讨论;2)增强理解、便于对话、探索、交流。3)简化复杂性,增强审视。现有许多工具,提供API供程序员使用,如百度eChart,这些工具为数据可视化提供了极大的便利。Visualization is the theory, method and technology of using computer graphics and image processing technology to convert data into graphics or images and display them on the screen for interactive processing. The significance of visualization lies in: 1) Showing the whole picture: The topics involved in many discussions include multiple elements, one of which will affect multiple other elements. If visualization is not adopted, it is impossible to see the whole picture and to conduct real Discussion; 2) enhance understanding, facilitate dialogue, exploration and communication. 3) Simplify complexity and enhance inspection. There are many existing tools that provide APIs for programmers to use, such as Baidu eChart. These tools provide great convenience for data visualization.
关于手机短信方面的专利,多集中在基于手机短信的控制系统(如:CN201110307957.7)和手机短信分类技术(如:CN101170766,CN1913546A等),对短信属地分析的,还没有。Most of the patents on mobile phone short messages focus on the control system based on mobile phone short messages (such as: CN201110307957.7) and the classification technology of mobile phone short messages (such as: CN101170766, CN1913546A, etc.), and there is no one on the analysis of the territoriality of short messages.
发明内容Contents of the invention
本发明的目的在于提供一种在特定时间段内按属地的手机短信分类统计,并且可视化显示在地图上的问题的机短信属地分析与可视化方法。The object of the present invention is to provide a method for analyzing and visualizing mobile phone short messages classified and statistically displayed on a map within a specific time period.
本发明的技术解决方案是:Technical solution of the present invention is:
一种手机短信属地分析与可视化方法,其特征是:包括如下步骤:A mobile phone short message territorial analysis and visualization method is characterized in that it comprises the following steps:
1)遍历短信收件箱,号码过滤、提取手机属地及相关信息保存到本地数据库;1) Traverse the SMS inbox, filter the number, extract the mobile phone territory and related information and save it to the local database;
2)按不同时间段,统计不同属地的短信数量;2) According to different time periods, count the number of short messages in different territories;
3)绘制地图,以不同颜色填充地图上的各区域,且填充色的深浅,表示该区域短信数量的多少;3) Draw a map, fill each area on the map with different colors, and the depth of the filling color indicates the number of SMS messages in this area;
4)点击特定区域,查看该属地短信列表及短信详情。4) Click a specific area to view the SMS list and SMS details of the territory.
步骤1)中所述的号码过滤是进行3层过滤,具体步骤为:The number filtering described in step 1) is to carry out 3 layers of filtering, and the specific steps are:
(1)第一层:判断该条短信号码是否存在通讯录中,如果已存,则不过滤,否则进行第二层过滤;(1) The first layer: determine whether the text message number exists in the address book, if it has been stored, it will not be filtered, otherwise the second layer of filtering will be performed;
(2)第二层:判断该号码长度是否是14位(包含国际号“+86”)或者是11位(不包含国际号),如果不是则过滤,如果是则进行第三层过滤;(2) The second layer: judge whether the length of the number is 14 digits (including the international number "+86") or 11 digits (excluding the international number), if not, filter, if yes, perform the third layer of filtering;
(3)第三层:将手机号码通过API发送至服务器进行判断,接口地址为:http://apis.haoservice.com/efficient/callcode/sendyanzheng,若返回的reason为0,则不过滤,否则过滤。(3) The third layer: Send the mobile phone number to the server for judgment through the API. The interface address is: http://apis.haoservice.com/efficient/callcode/sendyanzheng. If the returned reason is 0, no filtering is performed, otherwise filter.
步骤1)中所述的提取手机属地及相关信息保存到本地数据库的方法是:The method of extracting mobile phone affiliation and relevant information described in step 1) and saving to the local database is:
(1)通过网络API:http://apis.juhe.cn/mobile/get?phone=18679606764&key=22a6ba14995ce26dd0002216be51dabb获取手机的归属地;(1) Through the network API: http://apis.juhe.cn/mobile/get? phone=18679606764&key=22a6ba14995ce26dd0002216be51dabb to obtain the attribution of the mobile phone;
(2)提取该条短信的相关信息,将手机号(Phone)、发信人姓名(Name)、手机号属地(Place)存于本地“SMS‐Contactor”数据表中;将手机号(Phone)、短信详情(Details)存于本地“SMS‐Details”数据表中。(2) Extract the relevant information of the text message, store the phone number (Phone), sender’s name (Name), and phone number place (Place) in the local “SMS-Contactor” data table; SMS details are stored in the local "SMS-Details" data table.
步骤2)中所述的统计不同属地的短信数量,具体步骤为:Step 2) described in counting the number of text messages in different territories, the specific steps are:
(1)通过时间控件,设置统计开始时间和统计结束时间,时间由年、月、日组成;(1) Through the time control, set the statistical start time and statistical end time, and the time is composed of year, month and day;
(2)按短信属地,分类统计短信收件箱中设置的时间段内的短信,并将结果存于“联系人”数据表的短信数(Count)中;(2) according to the territory of the short message, classify and count the short messages in the time period set in the short message inbox, and store the result in the short message number (Count) of the "contact person" data table;
步骤3)中所述的绘制地图,包括下列工作:The drawing map described in step 3) includes the following work:
1)使用SVG基本图形中的<path>元素的d属性完成绘制工作;1) Use the d attribute of the <path> element in SVG basic graphics to complete the drawing work;
2)区域填充:预定义一组颜色,按照短信数的降序,有序选取;2) Area filling: Predefine a set of colors, and select them sequentially in descending order of the number of SMS messages;
3)画边框:地图边界为(0,0)→(黑龙江.right,0),(0,海南.bottom)→(黑龙江.right.bottom),地图宽度为“黑龙江.right”,地图高度为“海南.bottom”,其中(0,0)表示矢量图中画笔开始的位置,位于左上角。3) Draw the border: the map border is (0,0)→(Heilongjiang.right, 0), (0, Hainan.bottom)→(Heilongjiang.right.bottom), the map width is "Heilongjiang.right", and the map height is "Hainan.bottom", where (0,0) indicates the starting position of the brush in the vector diagram, which is located in the upper left corner.
步骤4)中所述的查看该属地短信列表及短信详情,包括下列工作:Step 4) described in viewing this territorial short message list and short message details, comprises the following work:
1)设置地图点击事件,显示被点击区域短信详细列表;1) Set the map click event to display the detailed list of text messages in the clicked area;
2)设置表格点击事件,显示被点击的短信详情。2) Set the table click event to display the details of the clicked message.
本发明解决了在特定时间段内按属地的手机短信分类统计,并且可视化显示在地图上的问题。该问题解决的同时,给出了按时间段,按属地的手机短信查询。The invention solves the problem of classifying and counting mobile phone short messages according to territories within a specific time period and visually displaying them on a map. When this problem is solved, it also provides mobile phone short message query according to time period and territory.
附图说明:Description of drawings:
图1是短信属地分析、可视化处理流程示意图。Fig. 1 is a schematic diagram of the flow chart of SMS territorial analysis and visualization processing.
图2联系人表和短信详情表结构示意图。Fig. 2 Schematic diagram of the structure of the contact table and the short message details table.
图3按属地统计的短信可视化图。Figure 3 Visualization of SMS Statistics by Territory.
图4短信查询图Figure 4 SMS query diagram
具体实施方式Detailed ways
实施步骤如图1所示,详述如下:The implementation steps are shown in Figure 1 and detailed as follows:
1.遍历短信收件箱,号码过滤、提取手机属地及相关信息保存到本地数据库;1. Traverse the SMS inbox, filter the number, extract the mobile phone territory and related information and save it to the local database;
1.1遍历短信收件箱,获取手机号。方法是:通过URI"content://sms/inbox"访问手机内部短信和URI“ContactsContract.CommonDataKinds.Phone.CONTENT_URI”通讯录,获取手机号。1.1 Traverse the SMS inbox to obtain the mobile phone number. The method is: access the phone's internal SMS and URI "ContactsContract.CommonDataKinds.Phone.CONTENT_URI" address book through URI "content://sms/inbox" to obtain the phone number.
1.2通过三层过滤,提取有效手机号。1.2 Through three layers of filtering, valid mobile phone numbers are extracted.
过滤一:判断该条短信号码是否存在通讯录中,如果已存,过滤;否则,进入过滤二;Filter 1: Determine whether the SMS number exists in the address book, if it has been saved, filter; otherwise, enter filter 2;
过滤二:判断该号码长度是否是14位(包含国际号“+86”)或者是11位(不包含国际号),如果不是则过滤,转3);否则,进入过滤三;Filter 2: Determine whether the length of the number is 14 digits (including the international number "+86") or 11 digits (excluding the international number), if not, filter and go to 3); otherwise, enter filter 3;
过滤三:将手机号码通过API发送至服务器进行判断,接口地址为:http://apis.haoservice.com/efficient/callcode/sendyanzheng,若返回的reason为0,则不过滤;否则,过滤。Filter 3: Send the mobile phone number to the server for judgment through the API. The interface address is: http://apis.haoservice.com/efficient/callcode/sendyanzheng. If the returned reason is 0, no filtering is performed; otherwise, filtering is performed.
1.3未被过滤的手机号,通过网络API:http://apis.juhe.cn/mobile/get?phone=8679606764&key=22a6ba14995ce26dd0002216be51dabb获取手机的归属地。1.3 The unfiltered mobile phone number, through the network API: http://apis.juhe.cn/mobile/get? phone=8679606764&key=22a6ba14995ce26dd0002216be51dabb Obtain the attribution of the mobile phone.
1.4将手机号(Phone)、发信人姓名(Name)、手机号属地(Place)存于本地“联系人”数据表中;将手机号(Phone)、短信详情(Details)存于本地“短信详情”数据表中。表结构如图2所示。1.4 Store the mobile phone number (Phone), sender’s name (Name) and mobile phone number place (Place) in the local “Contacts” data table; store the mobile phone number (Phone) and SMS details (Details) in the local “SMS details " in the datasheet. The table structure is shown in Figure 2.
2.按不同时间段,统计不同属地的短信数量2. According to different time periods, count the number of text messages in different territories
2.1通过时间设置控件,按年、月、日设置统计开始时间和统计结束时间。2.1 Through the time setting control, set the statistical start time and statistical end time by year, month, and day.
2.2按短信属地,分类统计短信收件中短信数量,并将结果存于“联系人”数据表的短信数(Count)中。2.2 According to the territory of the short message, the number of short messages received in the short message is classified and counted, and the result is stored in the number of short messages (Count) in the "contact" data table.
3.绘制地图,以不同颜色填充地图上的各区域,且填充色的深浅,表示该区域短信数量的多少。3. Draw a map, fill each area on the map with different colors, and the depth of the filling color indicates the number of text messages in this area.
3.1使用SVG基本图形中的<path>元素的d属性完成绘制工作。命令有直线命令和曲线命令两种。直线命令如“M”表示移动画笔;“L”连接两点画出直线,“H”绘制平行线,“V”绘制垂直线,:“Z”闭合路径;曲线命令如“C”表示三次贝塞尔曲线,“Q”表示二次贝塞尔曲线,“S”、“T”表示简写的贝塞尔曲线。例如“北京*/"M421.139,189.75L420.782,186.894L419.95,184.989L425.045,182.863”存储了地图中部分北京市形状的信息。3.1 Use the d attribute of the <path> element in SVG basic graphics to complete the drawing work. There are two kinds of commands: straight line command and curve command. Line command such as "M" means to move the brush; "L" to connect two points to draw a straight line; "H" to draw a parallel line; "V" to draw a vertical line; "Q" means quadratic Bezier curve, "S" and "T" mean abbreviated Bezier curve. For example, "Beijing*/"M421.139,189.75L420.782,186.894L419.95,184.989L425.045,182.863" stores the shape information of part of Beijing in the map.
3.2区域填充。预定义一组颜色,按照短信数的降序,有序选取。3.2 Area Filling. Predefine a set of colors, and select them sequentially in descending order of the number of SMS messages.
3.3画边框。黑龙江是中国最东最北的省份,新疆是中国最西的省份,海南是中国最南的省份,所以地图边界为(0,0)→(黑龙江.right,0),(0,海南.bottom)→(黑龙江.right.bottom),地图宽度为“黑龙江.right”,地图高度为“海南.bottom”,其中(0,0)表示矢量图中画笔开始的位置,位于左上角。3.3 Draw the border. Heilongjiang is the easternmost and northernmost province in China, Xinjiang is the westernmost province in China, and Hainan is the southernmost province in China, so the map boundary is (0,0)→(Heilongjiang.right, 0), (0,Hainan.bottom )→(Heilongjiang.right.bottom), the width of the map is "Heilongjiang.right", and the height of the map is "Hainan.bottom", where (0,0) indicates the starting position of the brush in the vector map, which is located in the upper left corner.
实现结果,如图3所示。The result is shown in Figure 3.
4.点击特定区域,查看该属地短信数量及短信列表及短信详情。4. Click a specific area to view the number of text messages, text message list and text message details of the territory.
4.1设置地图点击事件,显示被点击区域短信详细列表。4.1 Set the map click event and display the detailed list of text messages in the clicked area.
4.2设置表格点击事件,显示被点击的短信详情。4.2 Set the table click event to display the details of the clicked message.
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