WO2012013059A1 - Method and apparatus for managing user consumption particulars - Google Patents

Method and apparatus for managing user consumption particulars Download PDF

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Publication number
WO2012013059A1
WO2012013059A1 PCT/CN2011/073723 CN2011073723W WO2012013059A1 WO 2012013059 A1 WO2012013059 A1 WO 2012013059A1 CN 2011073723 W CN2011073723 W CN 2011073723W WO 2012013059 A1 WO2012013059 A1 WO 2012013059A1
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Prior art keywords
consumption
short message
bank
reminder
user
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PCT/CN2011/073723
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French (fr)
Chinese (zh)
Inventor
崔首领
钟杰萍
方琦
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华为技术有限公司
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Publication of WO2012013059A1 publication Critical patent/WO2012013059A1/en

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Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/12Messaging; Mailboxes; Announcements
    • H04W4/14Short messaging services, e.g. short message services [SMS] or unstructured supplementary service data [USSD]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/10Office automation; Time management
    • G06Q10/107Computer-aided management of electronic mailing [e-mailing]

Definitions

  • SMS alerts For example, a monthly bill reminder short message, a single transaction reminder text message, and a reminder text message for a new financial service launched by the bank.
  • One method in the prior art for managing the user's consumption details is as follows: By using the client software installed on the computer, the user manually inputs the detailed consumption details of each transaction to realize personal financial management.
  • the embodiment of the invention provides a method and a device for managing a user's consumption details, so as to solve the problem that the user manually enters the detailed consumption details of each transaction, which is time-consuming and labor-intensive.
  • a method of managing a user's consumption details including:
  • the consumption detailed information is extracted from the short message content of the consumption reminding message according to a preset consumption detail extraction rule, and the consumption detailed information is stored.
  • a device for managing a user's consumption details including:
  • the consumption reminding message obtaining module is configured to extract a consumption reminding message from the short message received by the user's mobile terminal;
  • the consumption detail extraction module is configured to extract consumption detail information from the short message content of the consumption reminding message extracted by the short message filtering module according to a preset consumption detail extraction rule, and store the consumption detailed information.
  • the embodiment of the present invention implements the use of the user's mobile terminal and a preset consumption detail extraction rule to extract the consumption detailed information from the short message content of the consumption reminding short message. It can solve the problem that the detailed consumption details of the user manually input each transaction is time-consuming and laborious, and can help the user to conveniently perform the reconciliation and management of the consumption details of the bank and the cross-bank card.
  • FIG. 1 is a flowchart of a method for managing a user's consumption details according to Embodiment 1 of the present invention
  • 2 is a flowchart of a method for managing a user's consumption details provided by the second embodiment of the present invention, as an example of the credit card received by the user's mobile terminal;
  • FIG. 3 is a schematic diagram of a specific implementation structure of an apparatus for managing a user's consumption details according to an embodiment of the present invention.
  • DETAILED DESCRIPTION OF THE EMBODIMENTS In order to facilitate the understanding of the embodiments of the present invention, several specific embodiments will be taken as an example in conjunction with the accompanying drawings.
  • FIG. 1 The processing flow of the method for managing the consumption details of the user is shown in FIG. 1 and includes the following processing steps:
  • Step 11 Establish a number database of reminding short messages of each bank and a content sample library of reminding short messages, and generate a short message classification template, a short message filtering rule, and a consumption detail drawing rule according to the number library and the content sample library.
  • each bank's reminder SMS Obtains the sending number of each bank's reminder SMS and the content sample of the reminder SMS from the public channel. For example, for China Merchants Bank's customers, each ATM withdrawal information, China Merchants Bank will give the user a text message reminder. Similarly, you can obtain SMS reminder numbers from China and the world's major banks such as Ping An Bank and China Minsheng Bank, as well as sample content of various reminder SMS messages.
  • the reminder short message number database is established according to the sending number of the reminder short message of each bank, and the reminding short message number library stores the short message reminding number and bank information of each bank.
  • a content sample library for reminding short messages is established, and the content sample library stores the short message samples of each bank, and the content sample includes: a sending number, a bank name, and a short message content.
  • China Merchants Bank ATM withdrawal reminder SMS sending number is 95555.
  • the SMS content format is as follows: Your card is ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** points a renminbi yuan ATM transaction, if any Question, speed 95555 [ ⁇ Commercial Bank].
  • Ping An Bank Credit Card Reminder SMS Sending Number is 9551 1 , and the SMS content format is: Your last ****'s Ping An Credit Card will be spent on ****** on RMB**.**, Come and participate in the Festival High II-Week Week 3 Pen 7 Gifts [Ping An Bank]. Ping An Bank reminds the SMS that the amount of consumption is followed by advertising content.
  • a content sample of the reminder message is obtained from the content sample library of the above reminder message, and a short message classification template is generated according to the content sample.
  • the bank's transaction alert SMS categories include: ATM withdrawal reminder, credit card single transaction reminder, credit card pre-authorization transaction reminder, credit card monthly billing message, ATM deposit reminder, credit card credit adjustment reminder and advertising text message; among them, ATM withdrawal, credit card
  • the pen transaction reminder belongs to a single transaction reminder message.
  • the above short message classification template can be represented by a regular expression.
  • China Merchants Bank's credit card single transaction reminder text message is: Your CMB credit card with the number 3436 is RMB 256.05 at 18:4 on December 24th. Call Air China to book a ticket to enjoy the discount, and reply to CA for details [China Merchants Bank].
  • the template for the credit card single transaction reminder SMS of China Merchants Bank is: "Your name [0-9] + CMB credit card”.
  • each bank's ATM withdrawal reminder text message, credit card pre-authorization transaction reminder text message, credit card monthly bill, and other types of SMS text message classification templates are generated.
  • each type of reminder message for each bank has a short message classification template corresponding to it, and a short message classification template library is established by synthesizing the short message classification templates of each bank.
  • a short message classification template library is established by synthesizing the short message classification templates of each bank.
  • each short message classification template in the short message classification template library is matched with the short message content, and the type of the short message can be obtained according to the matching result.
  • the above SMS classification template library is used to distinguish the category of the short message.
  • the SMS filtering rule determines which category of SMS needs further account extraction, and which category of SMS should be filtered out.
  • the SMS filtering rules for consumption detailed bill management are: Reserve ATM withdrawal reminder SMS, credit card single transaction reminder SMS two categories of SMS; Filter out other categories of SMS, such as credit card pre-authorization transaction reminder SMS, monthly billing SMS, etc.
  • a consumption detail extraction rule is established for each category of reminder text messages of each bank, and the consumption detail extraction rules include: a consumption time extraction rule, a transaction category extraction rule, a transaction amount extraction rule, and a bank card information extraction rule.
  • the consumption detail information includes: consumption time, transaction amount, bank card information, and transaction category, and the above consumption time extraction rule is used to extract consumption time; the above transaction amount extraction rule is used to extract transaction amount; the above transaction category extraction rule is used for extraction
  • the transaction category the transaction category information is divided into a credit card transaction and an ATM transaction; the above bank card information extraction rule is used to extract the user's bank card number information.
  • the reminder message is as follows:
  • the regular expression for the extraction rule of bank card information is: "The tail number [0-9]+,, ;
  • the regular expression of the consumption time extraction rule is: "[0-9]+month[0-9]+day[ 0-9]+[0-9]+points;
  • the regular expression of the transaction amount extraction rule is: "RMB [0-9].*? Yuan”, and the transaction category is credit card transaction.
  • a unified consumption detail extraction rule is established for each type of reminder text message of each bank, and the consumption detail extraction rule also includes: a consumption time extraction rule, a transaction category extraction rule, a transaction amount extraction rule, and a bank card information extraction rule.
  • the first is the consumption time extraction rule.
  • the summary of a variety of commonly used trading rules, the establishment of a time extraction rule base, the above transaction rules are time extraction rules.
  • the extraction rule can also be expressed by a regular expression.
  • the time extraction rule base contains multiple extraction rules, that is, regular expressions extracted at multiple times.
  • each time extraction rule in the above-mentioned establishment time extraction rule base is used for time extraction, and as long as there is a time extraction rule capable of extracting time, the extracted time is consumption time.
  • Step 12 Obtain the reminder message sent by each bank.
  • the mobile terminal of the user When the mobile terminal of the user receives the short message, the mobile terminal acquires the sending number of the short message. According to the above reminder short message number library, it is judged whether it is a reminder short message sent by the bank, and if it is a reminder short message sent by the bank, step 13 is performed; otherwise, the process ends.
  • Step 13 Filter the foregoing reminder message according to the foregoing short message classification template and the short message filtering rule, and obtain a single consumption reminding short message that needs to be managed by the consumption detail management.
  • the short message classification template is matched with the short message content of the bank reminding message, and the category of the short message is determined according to the matching result. Then, according to the above-mentioned short message filtering rule and the type of the short message, it is determined whether the short message belongs to a single consumption reminding short message that needs to be subjected to consumption detail management, that is, whether the short message belongs to the ATM withdrawal reminding short message or the credit card single transaction reminding short message. SMS of each category, if yes, go to step 14; otherwise, the process ends.
  • Step 14 Extract the consumption details from the short message according to the above-mentioned consumption detail extraction rule
  • the consumption detailed information needs to be extracted from the filtered short message according to the above-mentioned consumption detail extraction rule.
  • the purchasing detail extraction rule corresponding to the short message category is obtained from the extraction rule base, and the consumption detail extraction rule includes: a consumption time rule expression, a transaction amount rule expression, a bank Card information expression rule expressions and transaction class expressions. Then, according to the above various expressions, information such as consumption time, transaction amount, bank card information, and transaction category are extracted from the above-mentioned single consumption reminding SMS.
  • the sub-table uses the expressions to extract the consumption time in the single consumption reminder message. There will definitely be an expression extraction success, and other expression extractions fail. The result of the successful extraction is the consumption time.
  • the transaction amount, bank card information, and transaction category information are extracted from the above-mentioned single consumption reminder message.
  • Step 15 Save the above consumption details and remind the user to enter more transaction information.
  • the above-mentioned extracted consumption detailed information is reminded to the user, and the user's mobile terminal is reminded to input more transaction information, and the more transaction information may include: purchasing commodity information and consumption locations.
  • the purchase item information may be a product name and a product category information.
  • the place of consumption can be information such as the name of the supermarket, the name of the store, and the city.
  • the user can also directly save and save the extracted consumption details without inputting more transaction information.
  • the user's mobile terminal, the preset reminder short message number library, the short message classification module, and the consumption detail extraction rule are used to extract the consumption detailed information from the short message content of the consumption reminding short message received by the user's mobile terminal. It can solve the problem that the detailed consumption details of the user manually entering each transaction is time-consuming and laborious, and can help the user to conveniently realize the reconciliation and management of the consumption detailed information.
  • Embodiment 2 For example, the processing flow of the method for managing the consumption details of the user is as shown in FIG. 2, which includes the following processing steps. :
  • Step 21 Establish a short message classification template, a short message filtering rule, and a consumption detail extraction rule according to the short message reminder number library of each bank and the content sample library of the reminding short message.
  • the reminder message Before obtaining the reminder message, first collect the content sample database of each bank's reminder short message number database and reminder short message, and generate a short message classification template, a short message filtering rule and a consumption detail extraction rule according to the content sample of the reminding short message.
  • the format of the reminding short message number library can be:
  • the bank's transaction alert SMS categories include: ATM withdrawal reminder, credit card single transaction reminder, credit card pre-authorization transaction reminder, credit card monthly billing SMS and ATM deposit reminder.
  • China Merchants Bank ATM withdrawal reminder SMS number is 95555.
  • the format of SMS content is as follows: Your card will have an RMB transaction of RMB 300.00 at 15:24 on December 15th. If in doubt, Speed 95555 [Investment bank]. Ping An Bank Credit Card Reminder SMS Sending Number is 95511. The format of the SMS content is: Your safe credit card with the number 6587 will be RMB100.50 at 15:30 on December 20th. Come and participate in the high section II-Weekly Week 3 7 Gift [Ping An Bank]. Ping An Bank reminds the SMS that the amount of consumption is followed by the advertising valley.
  • a content sample library for reminding a short message is created, and the content sample library includes: a sending number, a corresponding bank information, and a short message content.
  • the format of the content sample library of the above reminder SMS can be:
  • a short message classification template is first constructed, and short messages are classified by a short message classification template.
  • a short message filtering rule is constructed, and the short message filtering rule determines which type of short message is a category to be processed by the embodiment of the present invention.
  • the category may be two single-sales reminder short messages for credit card single transaction and ATM withdrawal.
  • the content sample of the reminder message of each short message type of each bank is obtained from the short message content sample library, and the corresponding short message category template is generated according to the content sample of the reminder short message.
  • the above SMS category template can also be represented by a regular expression.
  • China Merchants Bank's credit card single transaction reminder text message is: Your China Merchants Bank credit card of 3436 is priced at RMB 256.05 at 18:4 on December 24th. Call Air China to book a ticket hotline to enjoy the benefits, reply CA to learn more [China Merchants Bank].
  • the classification template of the credit card single transaction reminder SMS of China Merchants Bank can be the following regular expression:
  • a short message classification template is created for each type of reminder text message of each bank, and saved in the short message classification template.
  • the format of the short message classification template library can be as follows:
  • the short message filtering rule in the embodiment of the present invention is to filter out two kinds of single-storage categories of credit card single transaction and ATM withdrawal.
  • a consumption detail extraction rule is established for each category of reminder text messages of each bank, and the consumption detail extraction rules include: a consumption time extraction rule, a transaction category extraction rule, a transaction amount extraction rule, and a bank card information extraction rule.
  • the above-mentioned consumption details include: consumption time, transaction amount, bank card information, and transaction category, and the transaction category information is divided into credit card transactions and ATM transactions.
  • the reminder message is as follows:
  • the regular expression for the extraction rule of bank card information is: "The tail number [0-9]+,, ;
  • the expression of the consumption time extraction rule is: "[0-9]+month[0-9]+day[0 -9]+[0-9]+points; transaction amount extraction rule "RMB[0-9].*?yuan”, the transaction category is credit card transaction.
  • the China Merchants Bank ATM withdrawal reminder SMS establishes the consumption detail extraction rules.
  • the credit card consumption reminder message and the ATM withdrawal reminder message of other banks are established to establish a consumption detail extraction rule.
  • the consumption detail extraction rules of each bank are saved in the consumption detail extraction rule base, and the format of the consumption detail extraction rule base can be as follows:
  • a collection of different types of short message content of each bank may be collected, and a unified consumption detail extraction rule is established for each type of reminder short message of each bank, and the consumption detail extraction rule also includes: a consumption time extraction rule, Transaction category extraction rules, transaction amount extraction rules, and bank card information extraction rules.
  • the consumption time extraction rule, the transaction category extraction rule, the transaction amount extraction rule, and the bank card information extraction rule in the above unified consumption detail extraction rule are all composed of a plurality of regular expressions.
  • the collected credit card single transaction reminder texts of each bank are as follows: Your card will have a RMB 300.00 RMB ATM payment at 15:24 on December 15 Easy, if in doubt, Speed 95555 [China Merchants Bank].
  • the extraction rule expression for a transaction category is: Expression 1, ATM; Expression 2, Credit Card.
  • the above unified consumption detail extraction rule is saved in the consumption detail extraction rule base, and the format of the consumption detail extraction rule base can be as follows:
  • Step 22 Use the SMS number library to judge the received SMS as the reminder SMS of China Merchants Bank. After the user's mobile terminal receives the short message, the mobile terminal obtains the short message reminder number of each bank from the above-mentioned reminding short message number database, and checks whether the short message sending number is the bank's short message reminding number.
  • the sending number is 95555.
  • the content of the short message is: The China Merchants Bank credit card with the tail number 3436 and the RMB at 18:4 on December 24 256.05 yuan. Call the Air China booking hotline to purchase tickets and enjoy the discount, reply to CA for details [China Merchants Bank].
  • the sending number of the above-mentioned short message is 95555, which exists in the reminder short signal code library, and the short message code library is considered to be the reminder short message of China Merchants Bank, and the following step 23 is performed.
  • Step 23 Using the short message classification template to determine that the short message is a credit card single transaction reminding short message of China Merchants Bank.
  • the short message number is obtained according to the short message number of the bank corresponding to the bank.
  • the short message number is 95555, corresponding to China Merchants Bank. Therefore, all the SMS classification templates of China Merchants Bank are obtained from the SMS classification template library, including: ATM withdrawal template, credit card single transaction reminder template, and the like.
  • China Merchants Bank's credit card single reminder SMS category template expression is "Your tail number [0-9] + CMB credit card and [0-9] + month [0-9] + day [0-9] + [0-9] + points consumption RMB [0-9]. + yuan. *".
  • SMS content “Your Tactical Credit Card of 3436 and the consumption of RMB 256.05 at 18:4 on December 24th. Call the Air China booking hotline to enjoy the discount, reply CA to understand the details [Investment Bank]. " The match is successful. It is considered that this SMS is a credit card single transaction reminder SMS of China Merchants Bank. Step 24: Use China Merchants Bank's credit card single transaction to remind the SMS consumption details extraction rules, or use the unified consumer details extraction rules, from the above SMS Extract consumption details.
  • the consumption detail extraction rule is as follows:
  • the content of the short message is: The credit card of your tail number 3436 and the consumption of RMB 256.05 at 18:4 on December 24th. Call the Air China booking hotline to purchase tickets and enjoy the discount, reply to CA for details [China Merchants Bank].
  • the regular expression of consumption time is: "[0-9]+month[0-9]+day[0-9]+[0-9]+point”, match the regular expression with the above SMS content , get the 18:4 on December 24, add the time to the current year, that is, get the specific consumption time information.
  • the regular expression of the transaction amount is: "RMB [0-9].*? Yuan", which matches the above SMS content, and the transaction amount is RMB 256.05.
  • the regular expression of the transaction category is "credit card”, which matches the above SMS content, and the transaction category is credit card consumption.
  • the consumption time extraction rule, the transaction category extraction rule, the transaction amount extraction rule in the unified consumption detail extraction rule are obtained from the consumption detail extraction rule base. , bank card information extraction rules.
  • the extraction rule expression of the consumption time is: Expression 1, [0-9]+month[0-9]+ ⁇ [0-9]+[0-9]+ points; expression 2, [0-9]+month[0-9]+day[0-9]+: [0-9]+
  • the extraction rule expression for a transaction category is: Expression 1, ATM; Expression 2, Credit Card.
  • the content of the short message is "The credit card of your tail number 3436 and the consumption of RMB 256.05 at 18:4 on December 24th. Call the Air China booking hotline to enjoy the discount, reply CA to learn more.
  • the regular expression of the bank card information is matched with the above-mentioned short message content to obtain the bank card information "tail number 3436".
  • Step 25 Display the consumption details to the user through the information window, and prompt the user to enter more transaction information such as product information and consumption location in the information window.
  • an information window may be popped up on the user's mobile terminal, and the above-mentioned consumption detailed information is displayed in the information window.
  • the content of the consumption detailed information displayed in the above information window is: The bank card of the tail number 3436 2009. The credit card consumption at 18:4 on December 24, the amount is RMB 256.05.
  • the user can enter the product information and the consumption location information in the above information window, and the content of the finally obtained information window can be as follows:
  • An embodiment of the present invention further provides an apparatus for managing a user's consumption details, and a specific implementation structure thereof is shown in FIG. 3, and includes the following modules:
  • the consumption reminding message obtaining module 32 is configured to extract a consumption reminding message from the short message received by the user's mobile terminal;
  • the consumption detail extraction module 33 is configured to extract consumption detail information from the short message content of the consumption reminding short message extracted by the short message filtering module according to a preset consumption detail extraction rule, and store the consumption detailed information.
  • the device may further include:
  • the resource information management module 31 is configured to establish a reminder short message number database according to the sending number of the reminding short message of each bank;
  • a short message classification template is established for each category of reminder short messages of each bank
  • the consumption detailing rule for each category of each bank is separately established; or, according to the content sample of the consumption reminding SMS of each bank, the consumption of all categories of all banks is Remind SMS to establish a unified consumption detail extraction rule.
  • the consumption reminding message includes: an ATM withdrawal reminding message and a credit card single transaction reminding short message.
  • the short message classification template and the consumption detail extraction rule are represented by a regular expression.
  • the user interaction module 34 is configured to pop up an information window on the user's mobile terminal, display the consumption detailed information in the information window, and prompt the user to input other consumption detailed information in the information window.
  • the consumption reminding message obtaining module 32 may specifically include:
  • the reminder short message obtaining module 321, is configured to extract, according to the reminding short message number library, the reminding short message sent by each bank from the short message received by the mobile terminal of the user;
  • the reminder short message classification module 322 is configured to classify, by using the short message classification template, the reminding short message sent by each bank extracted by the reminding short message obtaining module;
  • the reminder SMS filtering module 323 is configured to filter, according to the short message filtering rule, the reminding short message sent by each bank after the classified short message classification module, and obtain a consumption reminding short message.
  • the consumption detail extraction module 33 may specifically include: a consumption time extraction module 331, At least the item in the easy-to-category extraction module 332, the transaction amount extraction module 333, and the bank card information extraction module 334, wherein
  • the consumption time extraction module is configured to extract the consumption time from the consumption reminding message according to the consumption time extraction rule in the consumption detail extraction rule;
  • a transaction category extraction module 332 configured to extract a transaction category from the consumption reminder short message according to a transaction category extraction rule in the consumption detail extraction rule;
  • a transaction amount extraction module 333 configured to extract a transaction amount from the consumption reminding message according to the transaction amount extraction rule in the consumption detail extraction rule;
  • the bank card information extraction module 334 is configured to extract bank card information from the consumption reminder message according to the bank card information extraction rule in the consumption detail extraction rule.
  • the storage medium may be a magnetic disk, an optical disk, a read-only memory (ROM), or a random access memory (RAM).
  • the embodiment of the present invention realizes that the user's mobile terminal and the preset consumption detail extraction rule are used to extract the consumption detailed information from the short message content of the consumption reminding short message, which can solve the detailed information of the user manually entering each transaction.
  • the problem of time-consuming and labor-intensive consumption information can help users to easily realize the reconciliation and management of consumption details across banks and bank cards.
  • the embodiment of the present invention can help the user to perform reconciliation, statistics, and management of the consumption detailed information anytime and anywhere, without worrying about missing.
  • the above is only a preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily think of changes or within the technical scope disclosed by the present invention. Alternatives are intended to be covered by the scope of the present invention. Therefore, the scope of protection of the present invention should be determined by the scope of the claims.

Abstract

The present invention provides a method and an apparatus for managing user consumption particulars. The method mainly includes: extracting consumption notification short messages from the received messages in a mobile terminal of a user; according to the preset consumption particulars extraction rules, extracting the consumption particulars information from the content of the consumption notification short messages, and storing the consumption particulars information. The invention can use the mobile terminal of a user and the preset consumption particulars extraction rules to extract consumption particulars from the content of consumption notification short messages, and conveniently help users reconcile and manage the consumption particulars information cross-banks and cross-cards.

Description

对用户的消费明细进行管理的方法和装置 本申请要求 2010年 06月 30日递交的申请号为 201010242553.X、 发明名 称为 "对用户的消费明细进行管理的方法和装置" 的中国专利申请的优先 权, 其全部内容通过引用结合在本申请中。 技术领域 本发明涉及通信技术领域, 尤其涉及一种对用户的消费明细进行管理的 方法和装置。 背景技术 随着生活水平的进步, 银行卡、 信用卡越来越普及, 大部分人都拥有多 个银行的多种信用卡。 与此同时, 人们的理财观念也越来越强, 人们对自己 的消费明细的管理和对账需求越来越强。  Method and apparatus for managing consumption details of a user. The present application claims to apply for a Chinese patent application entitled "Method and Apparatus for Managing Consumption Details of Users" submitted on June 30, 2010, with the application number of 201010242553.X. Priority is hereby incorporated by reference in its entirety. TECHNICAL FIELD The present invention relates to the field of communications technologies, and in particular, to a method and apparatus for managing a user's consumption details. BACKGROUND OF THE INVENTION With the improvement of living standards, bank cards and credit cards are becoming more and more popular, and most people have multiple credit cards of multiple banks. At the same time, people's financial management concepts are getting stronger and stronger, and people are increasingly demanding management and reconciliation of their own consumption details.
目前, 大部分银行都提供了丰富的短信提醒功能。 比如月度账单提醒短 信, 单笔交易提醒短信, 以及银行推出的新的金融业务的提醒短信。  Currently, most banks offer a wealth of SMS alerts. For example, a monthly bill reminder short message, a single transaction reminder text message, and a reminder text message for a new financial service launched by the bank.
现有技术中的一种对用户的消费明细进行管理的方法为: 通过在电脑上 安装的客户端软件, 用户手工输入每笔交易的详细消费明细信息, 实现个人 理财。  One method in the prior art for managing the user's consumption details is as follows: By using the client software installed on the computer, the user manually inputs the detailed consumption details of each transaction to realize personal financial management.
在实现本发明的过程中, 发明人发现上述现有技术中的对用户的消费明 细进行管理的方法的缺点为: 对于每笔交易的详细消费明细信息, 包括消费 时间、 消费金额、 消费内容等都需要用户手工录入, 才能实现对账和管理, 耗时费力。 发明内容 本发明实施例提供了一种对用户的消费明细进行管理的方法和装置, 以 解决用户手工录入每笔交易的详细消费明细信息耗时费力的问题。 In the process of implementing the present invention, the inventors have found that the above-mentioned prior art method for managing the consumption details of the user has the following disadvantages: detailed consumption details for each transaction, including consumption time, consumption amount, consumption content, etc. All users need to manually enter in order to achieve reconciliation and management, which is time-consuming and labor-intensive. Summary of the invention The embodiment of the invention provides a method and a device for managing a user's consumption details, so as to solve the problem that the user manually enters the detailed consumption details of each transaction, which is time-consuming and labor-intensive.
一种对用户的消费明细进行管理的方法, 包括:  A method of managing a user's consumption details, including:
从用户的移动终端接收到的短信中提取出消费提醒短信;  Extracting a consumption reminding message from the short message received by the user's mobile terminal;
根据预先设定的消费明细抽取规则, 从所述消费提醒短信的短信内容中 提取出消费明细信息 , 对所述消费明细信息进行存储。  The consumption detailed information is extracted from the short message content of the consumption reminding message according to a preset consumption detail extraction rule, and the consumption detailed information is stored.
一种对用户的消费明细进行管理的装置, 包括:  A device for managing a user's consumption details, including:
消费提醒短信获取模块, 用于从用户的移动终端接收到的短信中提取出 消费提醒短信;  The consumption reminding message obtaining module is configured to extract a consumption reminding message from the short message received by the user's mobile terminal;
消费明细提取模块, 用于根据预先设定的消费明细抽取规则, 从所述短 信过滤模块所提取出的消费提醒短信的短信内容中提取出消费明细信息, 对 所述消费明细信息进行存储。 由上述本发明的实施例提供的技术方案可以看出, 本发明实施例实现了 利用用户的移动终端和预先设定的消费明细抽取规则, 从消费提醒短信的短 信内容中提取出消费明细信息, 可以解决用户手工录入每笔交易的详细消费 明细信息耗时费力的问题, 可以帮助用户方便地进行跨银行、 跨银行卡的消 费明细信息的对账和管理。 附图说明 为了更清楚地说明本发明实施例的技术方案, 下面将对实施例描述中所 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发 明的一些实施例, 对于本领域普通技术人员来讲, 在不付出创造性劳动性的 前提下, 还可以根据这些附图获得其他的附图。  The consumption detail extraction module is configured to extract consumption detail information from the short message content of the consumption reminding message extracted by the short message filtering module according to a preset consumption detail extraction rule, and store the consumption detailed information. As can be seen from the technical solution provided by the foregoing embodiments of the present invention, the embodiment of the present invention implements the use of the user's mobile terminal and a preset consumption detail extraction rule to extract the consumption detailed information from the short message content of the consumption reminding short message. It can solve the problem that the detailed consumption details of the user manually input each transaction is time-consuming and laborious, and can help the user to conveniently perform the reconciliation and management of the consumption details of the bank and the cross-bank card. BRIEF DESCRIPTION OF THE DRAWINGS In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings used in the description of the embodiments will be briefly described below. It is obvious that the drawings in the following description are only some implementations of the present invention. For example, other drawings may be obtained from those skilled in the art without any inventive labor.
图 1为本发明实施例一提供的一种对用户的消费明细进行管理的方法的处 理流程图; 图 2为以用户的移动终端接收到的短信为招商银行的信用卡单笔消费提醒 短信为例, 本发明实施例二提供的一种对用户的消费明细进行管理的方法的 处理流程图; FIG. 1 is a flowchart of a method for managing a user's consumption details according to Embodiment 1 of the present invention; 2 is a flowchart of a method for managing a user's consumption details provided by the second embodiment of the present invention, as an example of the credit card received by the user's mobile terminal;
图 3为本发明实施例提供的一种对用户的消费明细进行管理的装置的具体 实现结构示意图。 具体实施方式 为便于对本发明实施例的理解, 下面将结合附图以几个具体实施例为例 实施例一  FIG. 3 is a schematic diagram of a specific implementation structure of an apparatus for managing a user's consumption details according to an embodiment of the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS In order to facilitate the understanding of the embodiments of the present invention, several specific embodiments will be taken as an example in conjunction with the accompanying drawings.
该实施例提供一种对用户的消费明细进行管理的方法的处理流程如图 1所 示, 包括如下处理步骤:  The processing flow of the method for managing the consumption details of the user is shown in FIG. 1 and includes the following processing steps:
步骤 11、 建立各银行的提醒短信的号码库和提醒短信的内容样本库, 并 根据号码库和内容样本库, 生成短信分类模板、 短信过滤规则和消费明细抽 取规则。  Step 11. Establish a number database of reminding short messages of each bank and a content sample library of reminding short messages, and generate a short message classification template, a short message filtering rule, and a consumption detail drawing rule according to the number library and the content sample library.
从公开渠道获取各银行的提醒短信的发送号码和提醒短信的内容样本。 比如, 对于招商银行的客户, 每笔 ATM取款信息, 则招商银行都会给用户一 个短信提醒。 同样, 可以获取平安银行、 中国民生银行等中国或世界各大银 行的短信提醒号码和各类提醒短信的内容样本。  Obtain the sending number of each bank's reminder SMS and the content sample of the reminder SMS from the public channel. For example, for China Merchants Bank's customers, each ATM withdrawal information, China Merchants Bank will give the user a text message reminder. Similarly, you can obtain SMS reminder numbers from China and the world's major banks such as Ping An Bank and China Minsheng Bank, as well as sample content of various reminder SMS messages.
根据各银行的提醒短信的发送号码建立提醒短信号码库, 该提醒短信号 码库保存各银行的短信提醒号码和银行信息。 根据各银行的提醒短信的内容 样本, 建立提醒短信的内容样本库, 该内容样本库中保存各银行的短信样 本, 该内容样本中包含: 发送号码、 银行名称以及短信内容。 如招商银行 ATM取款提醒短信发送号码为 95555. , 短信内容格式如: 贵卡 ****于 **月 **日 **时 **分发生一笔人民币 元的本行 ATM交易, 如有疑问, 速电 95555 [招 商银行]。 平安银行信用卡提醒短信发送号码为 9551 1 , 短信内容格式为: 您 尾号 ****的平安信用卡于 **月 **日 消费 RMB**.**, 快来参加节节高 II-周周 3 笔 7级好礼 [平安银行]。 平安银行提醒短信的消费金额后面部分是广告内容。 The reminder short message number database is established according to the sending number of the reminder short message of each bank, and the reminding short message number library stores the short message reminding number and bank information of each bank. According to the content sample of the reminder SMS of each bank, a content sample library for reminding short messages is established, and the content sample library stores the short message samples of each bank, and the content sample includes: a sending number, a bank name, and a short message content. For example, China Merchants Bank ATM withdrawal reminder SMS sending number is 95555. The SMS content format is as follows: Your card is ** ** ** ** ** ** points a renminbi yuan ATM transaction, if any Question, speed 95555 [招招 Commercial Bank]. Ping An Bank Credit Card Reminder SMS Sending Number is 9551 1 , and the SMS content format is: Your last ****'s Ping An Credit Card will be spent on ****** on RMB**.**, Come and participate in the Festival High II-Week Week 3 Pen 7 Gifts [Ping An Bank]. Ping An Bank reminds the SMS that the amount of consumption is followed by advertising content.
从上述提醒短信的内容样本库中获得提醒短信的内容样本, 根据内容样 本生成短信分类模板。 各银行的交易提醒短信类别包括: ATM取款提醒、 信 用卡单笔交易提醒、 信用卡预授权交易提醒、 信用卡月度账单短信、 ATM存 款提醒、 信用卡额度调整提醒和广告短信等; 其中, ATM取款、 信用卡单笔 交易提醒属于单笔交易提醒短信。  A content sample of the reminder message is obtained from the content sample library of the above reminder message, and a short message classification template is generated according to the content sample. The bank's transaction alert SMS categories include: ATM withdrawal reminder, credit card single transaction reminder, credit card pre-authorization transaction reminder, credit card monthly billing message, ATM deposit reminder, credit card credit adjustment reminder and advertising text message; among them, ATM withdrawal, credit card The pen transaction reminder belongs to a single transaction reminder message.
上述短信分类模板可以采用正则表达式表示。 如招商银行的信用卡单笔 交易提醒短信内容为: 您尾号 3436的招行信用卡于 12月 24日 18时 4分消费人 民币 256.05元。 拨国航订票热线购机票享优惠, 回复 CA了解详情 [招商银 行]。 则招商银行的信用卡单笔交易提醒短信的模板就是: "您尾号 [0-9]+的 招行信用卡" 。 同样的方法, 生成每个银行的 ATM取款提醒短信, 信用卡预 授权交易提醒短信、 信用卡月度账单等各个类别的提醒短信的短信分类模 板。  The above short message classification template can be represented by a regular expression. For example, China Merchants Bank's credit card single transaction reminder text message is: Your CMB credit card with the number 3436 is RMB 256.05 at 18:4 on December 24th. Call Air China to book a ticket to enjoy the discount, and reply to CA for details [China Merchants Bank]. The template for the credit card single transaction reminder SMS of China Merchants Bank is: "Your name [0-9] + CMB credit card". In the same way, each bank's ATM withdrawal reminder text message, credit card pre-authorization transaction reminder text message, credit card monthly bill, and other types of SMS text message classification templates are generated.
这样, 每个银行的每种类别的提醒短信, 就有一种短信分类模板与之对 应, 综合各个银行的短信分类模板就建立了短信分类模板库。 对于用户的移 动终端收到的短信, 用短信分类模板库中的各个短信分类模板与短信内容去 匹配, 根据匹配结果就能获取上述短信的类别。  In this way, each type of reminder message for each bank has a short message classification template corresponding to it, and a short message classification template library is established by synthesizing the short message classification templates of each bank. For the short message received by the user's mobile terminal, each short message classification template in the short message classification template library is matched with the short message content, and the type of the short message can be obtained according to the matching result.
上述短信分类模板库用于区分短信的类别。 短信过滤规则是决定哪种类 别的短信需要进行进一步账目抽取, 哪种类别的短信应该过滤掉。 对于消费 明细账单管理的短信过滤规则就是: 保留 ATM取款提醒短信、 信用卡单笔交 易提醒短信两个类别的短信; 过滤掉其他类别的短信, 如信用卡预授权交易 提醒短信、 月度账单短信等。  The above SMS classification template library is used to distinguish the category of the short message. The SMS filtering rule determines which category of SMS needs further account extraction, and which category of SMS should be filtered out. The SMS filtering rules for consumption detailed bill management are: Reserve ATM withdrawal reminder SMS, credit card single transaction reminder SMS two categories of SMS; Filter out other categories of SMS, such as credit card pre-authorization transaction reminder SMS, monthly billing SMS, etc.
生成账目明细抽取规则有两种方案: 1.生成帐目抽取规则方案一 There are two options for generating an account detail extraction rule: 1. Generate account extraction rule scheme one
对每个银行的不同类别的提醒短信分别建立消费明细抽取规则, 该消费 明细抽取规则包括: 消费时间抽取规则、 交易类别抽取规则、 交易金额抽取 规则和银行卡信息抽取规则。  A consumption detail extraction rule is established for each category of reminder text messages of each bank, and the consumption detail extraction rules include: a consumption time extraction rule, a transaction category extraction rule, a transaction amount extraction rule, and a bank card information extraction rule.
消费明细信息包括: 消费时间、 交易金额、 银行卡信息和交易类别等信 息, 上述消费时间抽取规则用于提取消费时间; 上述交易金额抽取规则用于 提取交易金额; 上述交易类别抽取规则用于提取交易类别, 交易类别信息分 为信用卡交易和 ATM交易; 上述银行卡信息抽取规则用于提取用户的银行卡 号码信息。  The consumption detail information includes: consumption time, transaction amount, bank card information, and transaction category, and the above consumption time extraction rule is used to extract consumption time; the above transaction amount extraction rule is used to extract transaction amount; the above transaction category extraction rule is used for extraction The transaction category, the transaction category information is divided into a credit card transaction and an ATM transaction; the above bank card information extraction rule is used to extract the user's bank card number information.
以招商银行的信用卡消费提醒短信为例, 提醒短信内容如下:  Take the credit card consumption reminder SMS of China Merchants Bank as an example. The reminder message is as follows:
您尾号 ****的招行信用卡于 **月 **日 **时 **分消费  Your CMB's credit card at ** ** ** ** ** ** points
对于招商银行的 ATM取款这个类别的提醒短信, 可以通过正则表达式来 建立消费明细抽取规则:  For China Merchants Bank's ATM withdrawal category, you can use the regular expression to create a consumption detail extraction rule:
银行卡信息的抽取规则的正则表达式为: "尾号 [0-9]+,, ; 消费时间抽 取规则的正则表达式为: "[0-9]+月 [0-9]+日 [0-9]+时 [0-9]+分" ; 交易金额抽 取规则的正则表达式为: "人民币 [0-9].*?元" , 交易类别即为信用卡交易。  The regular expression for the extraction rule of bank card information is: "The tail number [0-9]+,, ; The regular expression of the consumption time extraction rule is: "[0-9]+month[0-9]+day[ 0-9]+[0-9]+points; The regular expression of the transaction amount extraction rule is: "RMB [0-9].*? Yuan", and the transaction category is credit card transaction.
同样的方式, 为招商银行的信用卡单笔交易提醒短信建立消费明细抽取 规则。  In the same way, for China Merchants Bank's credit card single transaction reminder SMS to establish a consumer detail extraction rules.
同样的方式, 为各银行的 ATM取款提醒短信、 信用卡单笔交易提醒短信 建立消费明细抽取规则。  In the same way, for each bank's ATM withdrawal reminder SMS, credit card single transaction reminder SMS to establish consumer details extraction rules.
2.生成帐目抽取规则方案二  2. Generate account extraction rule scheme 2
对每个银行的不同类别的提醒短信建立统一的消费明细抽取规则, 该消 费明细抽取规则中同样包括: 消费时间抽取规则、 交易类别抽取规则、 交易 金额抽取规则和银行卡信息抽取规则。  A unified consumption detail extraction rule is established for each type of reminder text message of each bank, and the consumption detail extraction rule also includes: a consumption time extraction rule, a transaction category extraction rule, a transaction amount extraction rule, and a bank card information extraction rule.
首先是消费时间抽取规则, 通过分析短信内容样本库中的短信内容, 归 纳总结出多种常用的交易规则, 建立时间抽取规则库, 上述交易规则都是时 间抽取规则。 抽取规则同样可以用正则表达式表达, 时间抽取规则库包含多 个抽取规则, 即多个时间抽取的正则表达式。 The first is the consumption time extraction rule. By analyzing the SMS content in the SMS content sample database, The summary of a variety of commonly used trading rules, the establishment of a time extraction rule base, the above transaction rules are time extraction rules. The extraction rule can also be expressed by a regular expression. The time extraction rule base contains multiple extraction rules, that is, regular expressions extracted at multiple times.
在做时间抽取时, 分别使用上述建立时间抽取规则库中的各个时间抽取 规则进行时间抽取, 只要有一种时间抽取规则能抽取出时间, 所抽取的时间 就是消费时间。  When doing time extraction, each time extraction rule in the above-mentioned establishment time extraction rule base is used for time extraction, and as long as there is a time extraction rule capable of extracting time, the extracted time is consumption time.
同样的方式, 分别建立交易金额抽取规则库、 交易类别抽取规则库和银 行卡信息抽取规则库。  In the same way, a transaction amount extraction rule base, a transaction category extraction rule base, and a bank card information extraction rule base are separately established.
步骤 12、 获取各银行发送的提醒短信。  Step 12: Obtain the reminder message sent by each bank.
当用户的移动终端接收到短信时, 该移动终端获取短信的发送号码。 根 据上述提醒短信号码库判断是否是银行发送的提醒短信, 若是银行发送的提 醒短信, 则执行步骤 13; 否则, 流程结束。  When the mobile terminal of the user receives the short message, the mobile terminal acquires the sending number of the short message. According to the above reminder short message number library, it is judged whether it is a reminder short message sent by the bank, and if it is a reminder short message sent by the bank, step 13 is performed; otherwise, the process ends.
步骤 13、 根据上述短信分类模板和短信过滤规则, 对上述提醒短信进行 过滤, 获取需要进行消费明细管理的单笔消费提醒短信。  Step 13: Filter the foregoing reminder message according to the foregoing short message classification template and the short message filtering rule, and obtain a single consumption reminding short message that needs to be managed by the consumption detail management.
根据上述短信分类模板与上述银行提醒短信的短信内容进行匹配, 根据 匹配结果判断出短信的类别。 然后, 再根据上述短信过滤规则和短信的类 别, 判断上述短信是不是属于需要进行消费明细管理的单笔消费提醒短信, 即判断上述短信是不是属于 ATM取款提醒短信、 信用卡单笔交易提醒短信两 个类别的短信, 如果是, 则执行步骤 14; 否则, 流程结束。  The short message classification template is matched with the short message content of the bank reminding message, and the category of the short message is determined according to the matching result. Then, according to the above-mentioned short message filtering rule and the type of the short message, it is determined whether the short message belongs to a single consumption reminding short message that needs to be subjected to consumption detail management, that is, whether the short message belongs to the ATM withdrawal reminding short message or the credit card single transaction reminding short message. SMS of each category, if yes, go to step 14; otherwise, the process ends.
步骤 14、 根据上述消费明细抽取规则, 从上述短信中抽取出消费明细信 自  Step 14. Extract the consumption details from the short message according to the above-mentioned consumption detail extraction rule
在过滤出 ATM取款提醒短信、 信用卡单笔交易提醒短信两个类别的短信 后, 需要根据上述消费明细抽取规则, 从上述过滤出的短信中抽取出消费明 细信息。  After filtering out the SMS withdrawal reminder text message and the credit card single transaction reminding message type two types of short message, the consumption detailed information needs to be extracted from the filtered short message according to the above-mentioned consumption detail extraction rule.
一、 按照生成抽取规则方案一的规则抽取 根据上述单笔消费提醒短信的发送号码和短信类别, 从抽取规则库获取 该短信类别对应的消费明细抽取规则, 该消费明细抽取规则中含有: 消费时 间规则表达式、 交易金额规则表达式、 银行卡信息表达式规则表达式和交易 类别表达式。 然后, 根据上述各个表达式从上述单笔消费提醒短信中分别抽 取出消费时间、 交易金额、 银行卡信息和交易类别等信息。 First, according to the rule of generating the extraction rule one According to the sending number and the short message category of the single consumption reminding message, the purchasing detail extraction rule corresponding to the short message category is obtained from the extraction rule base, and the consumption detail extraction rule includes: a consumption time rule expression, a transaction amount rule expression, a bank Card information expression rule expressions and transaction class expressions. Then, according to the above various expressions, information such as consumption time, transaction amount, bank card information, and transaction category are extracted from the above-mentioned single consumption reminding SMS.
二、 按照生成抽取规则方案二的规则抽取 分表用这些表达式上述单笔消费提醒短信中抽取消费时间。 肯定会有一个表 达式抽取成功, 其他表达式抽取失败。 抽取成功的抽取结果即为消费时间。  Second, according to the rule of generating the extraction rule scheme 2, the sub-table uses the expressions to extract the consumption time in the single consumption reminder message. There will definitely be an expression extraction success, and other expression extractions fail. The result of the successful extraction is the consumption time.
同样的办法, 从上述单笔消费提醒短信中抽取出交易金额、 银行卡信 息、 交易类别信息。  In the same way, the transaction amount, bank card information, and transaction category information are extracted from the above-mentioned single consumption reminder message.
步骤 15、 保存上述消费明细信息, 并提醒用户可以输入更多交易信息。 将上述抽取出来的消费明细信息提醒给用户, 并在用户的移动终端提醒 用户输入更多交易信息, 该更多交易信息可以包括: 购买商品信息和消费地 点等。 购买商品信息可以是商品名称和商品类别信息。 消费地点可以是超市 名称、 商场名称和城市等信息。  Step 15. Save the above consumption details and remind the user to enter more transaction information. The above-mentioned extracted consumption detailed information is reminded to the user, and the user's mobile terminal is reminded to input more transaction information, and the more transaction information may include: purchasing commodity information and consumption locations. The purchase item information may be a product name and a product category information. The place of consumption can be information such as the name of the supermarket, the name of the store, and the city.
用户也可以不输入更多交易信息, 直接确认保存上述抽取出来的消费明 细信息。 该实施例实现了利用用户的移动终端和预先设定的提醒短信号码库、 短 信分类模块、 消费明细抽取规则, 从用户的移动终端接收到的消费提醒短信 的短信内容中提取出消费明细信息, 可以解决用户手工录入每笔交易的详细 消费明细信息耗时费力的问题, 可以帮助用户方便地实现消费明细信息的对 账和管理。 实施例二 以用户的移动终端接收到的短信为招商银行的信用卡单笔消费提醒短信 为例, 该实施例提供一种对用户的消费明细进行管理的方法的处理流程如图 2所示, 包括如下处理步骤: The user can also directly save and save the extracted consumption details without inputting more transaction information. In this embodiment, the user's mobile terminal, the preset reminder short message number library, the short message classification module, and the consumption detail extraction rule are used to extract the consumption detailed information from the short message content of the consumption reminding short message received by the user's mobile terminal. It can solve the problem that the detailed consumption details of the user manually entering each transaction is time-consuming and laborious, and can help the user to conveniently realize the reconciliation and management of the consumption detailed information. Embodiment 2 For example, the processing flow of the method for managing the consumption details of the user is as shown in FIG. 2, which includes the following processing steps. :
步骤 21、 根据各银行的短信提醒号码库和提醒短信的内容样本库, 建立 短信分类模板、 短信过滤规则和消费明细抽取规则。  Step 21: Establish a short message classification template, a short message filtering rule, and a consumption detail extraction rule according to the short message reminder number library of each bank and the content sample library of the reminding short message.
在获取提醒短信之前, 首先收集建立各银行的提醒短信号码库和提醒短 信的内容样本库, 根据提醒短信的内容样本生成短信分类模板、 短信过滤规 则和消费明细抽取规则。  Before obtaining the reminder message, first collect the content sample database of each bank's reminder short message number database and reminder short message, and generate a short message classification template, a short message filtering rule and a consumption detail extraction rule according to the content sample of the reminding short message.
一、 收集各银行的提醒短信的发送号码和提醒短信的内容样本, 建立提 醒短信号码库和提醒短信内容样本库。  1. Collect the sending number of each bank's reminder SMS and the content sample of the reminder SMS, and establish a reminder SMS number library and a reminder SMS content sample database.
1、 建立提醒短信号码库  1. Create a reminder SMS number library
从公开渠道获取各银行的提醒短信的发送号码, 建立提醒短信号码库, 该提醒短信号码库的格式可以为:  Obtain the sending number of the reminder SMS of each bank from the public channel, and establish a reminder short message number library. The format of the reminding short message number library can be:
Figure imgf000010_0001
Figure imgf000010_0001
2.建立提醒短信的内容样本库 2. Create a content sample library for reminding SMS
各银行的交易提醒短信类别包括: ATM取款提醒、 信用卡单笔交易提 醒、 信用卡预授权交易提醒、 信用卡月度账单短信和 ATM存款提醒等。  The bank's transaction alert SMS categories include: ATM withdrawal reminder, credit card single transaction reminder, credit card pre-authorization transaction reminder, credit card monthly billing SMS and ATM deposit reminder.
比如, 对于招商银行的客户, 每笔 ATM取款信息, 则招商银行都会给用 户一个短信提醒。 招商银行 ATM取款提醒短信发送号码为 95555. , 短信内容 格式如: 贵卡 2009于 12月 15日 15时 24分发生一笔人民币 300.00元的本行 ATM交易, 如有疑问, 速电 95555 [招商银行]。 平安银行信用卡提醒短信发送号码为 95511 , 短信内容格式为: 您尾号 6587的平安信用卡于 12月 20日 15:30消费 RMB100.50, 快来参加节节高 II-周 周 3笔 7级好礼 [平安银行]。 平安银行提醒短信的消费金额后面部分是广告内 谷。 For example, for China Merchants Bank's customers, each ATM withdrawal information, China Merchants Bank will give users a text message reminder. China Merchants Bank ATM withdrawal reminder SMS number is 95555. The format of SMS content is as follows: Your card will have an RMB transaction of RMB 300.00 at 15:24 on December 15th. If in doubt, Speed 95555 [Investment bank]. Ping An Bank Credit Card Reminder SMS Sending Number is 95511. The format of the SMS content is: Your safe credit card with the number 6587 will be RMB100.50 at 15:30 on December 20th. Come and participate in the high section II-Weekly Week 3 7 Gift [Ping An Bank]. Ping An Bank reminds the SMS that the amount of consumption is followed by the advertising valley.
同样, 可以获取中国银行、 中国民生银行等中国或世界各大银行的提醒 短信的发送号码和各类提醒短信的格式样例。 建立提醒短信的内容样本库, 该内容样本库中包含: 发送号码、 对应银行信息和短信内容。 上述提醒短信 的内容样本库的格式可以为:  Similarly, you can obtain examples of the format of the SMS sending number and various reminder text messages from China or the world's major banks such as Bank of China and China Minsheng Bank. A content sample library for reminding a short message is created, and the content sample library includes: a sending number, a corresponding bank information, and a short message content. The format of the content sample library of the above reminder SMS can be:
Figure imgf000011_0001
参加节节高 11_周周 3笔 7级好礼 [平安 银行]。
Figure imgf000011_0001
Participate in the high 11_ week and week 3 pen 7 gift [Ping An Bank].
信用卡预授  Credit card pre-grant
权交易  Trading
信用卡月度  Credit card monthly
账单  Bill
ATM存款  ATM deposit
95566  95566
二、 建立短信分类模板、 短信过滤规则 Second, the establishment of SMS classification template, SMS filtering rules
该步骤首先构建短信分类模板, 通过短信分类模板对短信进行分类。 然 后构建短信过滤规则, 通过该短信过滤规则决定哪些短信类别是本发明实施 例所需处理的类别, 比如, 该类别可以为信用卡单笔交易和 ATM取款两个单 笔消费类的提醒短信。  In this step, a short message classification template is first constructed, and short messages are classified by a short message classification template. Then, a short message filtering rule is constructed, and the short message filtering rule determines which type of short message is a category to be processed by the embodiment of the present invention. For example, the category may be two single-sales reminder short messages for credit card single transaction and ATM withdrawal.
1、 构建短信分类模板  1, build SMS classification template
从短信内容样本库中获得各银行的每种短信类别的提醒短信的内容样 本, 根据提醒短信的内容样本生成相应的短信类别模板。 上述短信类别模板 同样可以采用正则表达式表示。  The content sample of the reminder message of each short message type of each bank is obtained from the short message content sample library, and the corresponding short message category template is generated according to the content sample of the reminder short message. The above SMS category template can also be represented by a regular expression.
如招商银行的信用卡单笔交易提醒短信内容为: 您尾号 3436的招行信用 卡于 12月 24日 18时 4分消费人民币 256.05元。 拨国航订票热线购机票享优 惠, 回复 CA了解详情 [招商银行]。 则招商银行的信用卡单笔交易提醒短信的 分类模板可以为如下的正则表达式:  For example, China Merchants Bank's credit card single transaction reminder text message is: Your China Merchants Bank credit card of 3436 is priced at RMB 256.05 at 18:4 on December 24th. Call Air China to book a ticket hotline to enjoy the benefits, reply CA to learn more [China Merchants Bank]. The classification template of the credit card single transaction reminder SMS of China Merchants Bank can be the following regular expression:
您尾号 [0-9]+的招行信用卡于 [0-9]+月 [0-9]+日 [0-9]+时 [0-9]+分消费人民 币 [0-9].+元 同样的方式, 为各银行的每种类别的提醒短信分别建立短信分类模板 , 并保存在短信分类模板中。 该短信分类模板库的格式可以如下:Your CMB credit card of [0-9]+ is [0-9]+month[0-9]+day[0-9]+[0-9]+point consumption RMB[0-9].+ Yuan In the same way, a short message classification template is created for each type of reminder text message of each bank, and saved in the short message classification template. The format of the short message classification template library can be as follows:
Figure imgf000013_0001
2、 建立短信过滤规则
Figure imgf000013_0001
2, establish SMS filtering rules
本发明实施例中的短信过滤规则是过滤出信用卡单笔交易和 ATM取款两 种单笔消费类别的短信。  The short message filtering rule in the embodiment of the present invention is to filter out two kinds of single-storage categories of credit card single transaction and ATM withdrawal.
三、 生成消费明细抽取规则  Third, generate consumption detail extraction rules
对每个银行的不同类别的提醒短信分别建立消费明细抽取规则, 该消费 明细抽取规则中包括: 消费时间抽取规则、 交易类别抽取规则、 交易金额抽 取规则和银行卡信息抽取规则。  A consumption detail extraction rule is established for each category of reminder text messages of each bank, and the consumption detail extraction rules include: a consumption time extraction rule, a transaction category extraction rule, a transaction amount extraction rule, and a bank card information extraction rule.
上述消费明细信息中包括: 消费时间、 交易金额、 银行卡信息和交易类 别等信息, 交易类别信息分为信用卡交易和 ATM交易。  The above-mentioned consumption details include: consumption time, transaction amount, bank card information, and transaction category, and the transaction category information is divided into credit card transactions and ATM transactions.
以招商银行的信用卡消费提醒短信为例, 提醒短信内容如下:  Take the credit card consumption reminder SMS of China Merchants Bank as an example. The reminder message is as follows:
您尾号 ****的招行信用卡于 **月 **日 **时 **分消费  Your CMB's credit card at ** ** ** ** ** ** points
对于招商银行的 ATM取款这个类别的短信, 可以通过正则表达式来分别 表示消费明细的抽取规则:  For China Merchants Bank's ATM withdrawal category, you can use regular expressions to express the consumption details of the consumption details:
银行卡信息的抽取规则的正则表达式为: "尾号 [0-9]+,, ; 消费时间抽 取规则的表达式为: "[0-9]+月 [0-9]+日 [0-9]+时 [0-9]+分" ; 交易金额抽取规 则 "人民币 [0-9].*?元" , 交易类别即为信用卡交易。  The regular expression for the extraction rule of bank card information is: "The tail number [0-9]+,, ; The expression of the consumption time extraction rule is: "[0-9]+month[0-9]+day[0 -9]+[0-9]+points; transaction amount extraction rule "RMB[0-9].*?yuan", the transaction category is credit card transaction.
同样的方式, 为招商银行的 ATM取款提醒短信建立消费明细抽取规则。 同样的方式, 为其它各银行的信用卡消费提醒短信和 ATM取款提醒短信 建立消费明细抽取规则。  In the same way, the China Merchants Bank ATM withdrawal reminder SMS establishes the consumption detail extraction rules. In the same way, the credit card consumption reminder message and the ATM withdrawal reminder message of other banks are established to establish a consumption detail extraction rule.
将各个银行的消费明细抽取规则保存在消费明细抽取规则库中, 该消费 明细抽取规则库的格式可以如下:  The consumption detail extraction rules of each bank are saved in the consumption detail extraction rule base, and the format of the consumption detail extraction rule base can be as follows:
Figure imgf000014_0001
交易金额 人民币 [0-9].*?元 银行卡信息 贵卡 [0-9]+ 交易类别 ATM
Figure imgf000014_0001
Transaction amount RMB [0-9].*? Yuan bank card information expensive card [0-9] + transaction category ATM
信用卡单 消费时间 [0-9]+ 月 [0-9]+ 笔交易 曰 [0-9]+时 [0-9]+分 交易金额 人民币 [0-9].*?元 银行卡信息 尾号 [0-9]+ 交易类别 信用卡  Credit card bill consumption time [0-9] + month [0-9] + pen transaction 曰 [0-9] + time [0-9] + minute transaction amount RMB [0-9]. *? Yuan bank card information tail No. [0-9]+ Trading Class Credit Card
95511 95511
信用卡单 消费时间 [0-9]+月 [0-9]+曰 笔交易 [0-9]+: [0-9]+  Credit card spending time [0-9]+month [0-9]+曰 pen transaction [0-9]+: [0-9]+
交易金额 RMB[0-9]+\.[0- Transaction amount RMB[0-9]+\.[0-
9]+ 9]+
银行卡信息 尾号 [0-9]+ 交易类别 信用卡  Bank Card Information Tail Number [0-9]+ Trading Category Credit Card
在实际应用中, 还可以通过收集各银行的不同类别的短信内容样本, 针 对每个银行的不同类别的提醒短信建立统一的消费明细抽取规则, 该消费明 细抽取规则同样包括: 消费时间抽取规则、 交易类别抽取规则、 交易金额抽 取规则和银行卡信息抽取规则。 In practical applications, a collection of different types of short message content of each bank may be collected, and a unified consumption detail extraction rule is established for each type of reminder short message of each bank, and the consumption detail extraction rule also includes: a consumption time extraction rule, Transaction category extraction rules, transaction amount extraction rules, and bank card information extraction rules.
上述统一的消费明细抽取规则中的消费时间抽取规则、 交易类别抽取规 则、 交易金额抽取规则和银行卡信息抽取规则都由多个正则表达式构成。  The consumption time extraction rule, the transaction category extraction rule, the transaction amount extraction rule, and the bank card information extraction rule in the above unified consumption detail extraction rule are all composed of a plurality of regular expressions.
如本实施例中, 收集的各银行的信用卡单笔交易提醒短信如下: 贵卡 2009于 12月 15日 15时 24分发生一笔人民币 300.00元的本行 ATM交 易, 如有疑问, 速电 95555 [招商银行]。 In this embodiment, the collected credit card single transaction reminder texts of each bank are as follows: Your card will have a RMB 300.00 RMB ATM payment at 15:24 on December 15 Easy, if in doubt, Speed 95555 [China Merchants Bank].
您尾号 3436的招行信用卡与 12月 24日 18时 4分消费人民币 256.05元。 拨 国航订票热线购机票享优惠, 回复 CA了解详情 [招商银行]。  Your China Merchants Bank credit card with the number 3436 and RMB 256.05 at 18:4 on December 24th. Call the Air China booking hotline to purchase tickets and enjoy the discount, reply to CA for details [China Merchants Bank].
您尾号 6587的平安信用卡与 12月 20日 15:30消费 RMB100.50, 快来参加 节节高 11-周周 3笔 7级好礼 [平安银行]。  Your safe credit card with the number 6587 and RMB100.50 at 15:30 on December 20, come and participate in the festival high 11-weekly week 3 7-level gift [Ping An Bank].
根据上述信息总结出各银行统一的消费时间的抽取规则表达式为: 表达 式 1 , [0-9]+月 [0-9]+曰 [0-9]+时 [0-9]+分 ; 表达式 2, [0-9]+月 [0-9]+曰 [0-9]+:  According to the above information, the extraction rule expressions of the unified consumption time of each bank are summarized as follows: Expression 1, [0-9]+month[0-9]+曰[0-9]+[0-9]+point ; Expression 2, [0-9]+month[0-9]+曰[0-9]+:
[0-9]+ [0-9]+
交易金额的抽取规则表达式为: 表达式 1 , RMB[0-9]+\.[0-9]+ ; 表达式 2, 人民币 [0-9].*?元  The expression of the transaction amount extraction rule is: expression 1 , RMB[0-9]+\.[0-9]+ ; expression 2, RMB [0-9].*?
银行卡信息的抽取规则表达式为: 表达式 1 , 尾号 [0-9]{4} ; 表达式 2 , 贵卡 [0-9]{4}  The expression rules for the extraction of bank card information are: expression 1, tail number [0-9]{4}; expression 2, expensive card [0-9]{4}
交易类别的抽取规则表达式为: 表达式 1 , ATM; 表达式 2, 信用卡。 将上述统一的消费明细抽取规则保存在消费明细抽取规则库中, 该消费 明细抽取规则库的格式可以如下:  The extraction rule expression for a transaction category is: Expression 1, ATM; Expression 2, Credit Card. The above unified consumption detail extraction rule is saved in the consumption detail extraction rule base, and the format of the consumption detail extraction rule base can be as follows:
Figure imgf000016_0001
贵卡 [0-9]{4}
Figure imgf000016_0001
贵卡[0-9]{4}
交易类别 ATM Transaction category ATM
信用卡 步骤 22、 利用短信号码库判断接收到的短信为招商银行的提醒短信。 用户的移动终端接收到短信后, 移动终端从上述提醒短信号码库获得各 银行的短信提醒号码, 查看短信发送号码是否是银行的短信提醒号码。  Credit Card Step 22. Use the SMS number library to judge the received SMS as the reminder SMS of China Merchants Bank. After the user's mobile terminal receives the short message, the mobile terminal obtains the short message reminder number of each bank from the above-mentioned reminding short message number database, and checks whether the short message sending number is the bank's short message reminding number.
比如, 以用户的移动终端接收到的短信为招商银行的信用卡单笔消费提 醒短信为例, 发送号码 95555, 短信内容为: 您尾号 3436的招行信用卡与 12 月 24日 18时 4分消费人民币 256.05元。 拨国航订票热线购机票享优惠, 回复 CA了解详情 [招商银行]。 上述短信的发送号码是 95555, 存在于提醒短信号 码库中, 认为该短信是招商银行的提醒短信, 执行下述的步骤 23。  For example, taking the short message received by the user's mobile terminal as the credit card single consumption reminder SMS of China Merchants Bank, the sending number is 95555. The content of the short message is: The China Merchants Bank credit card with the tail number 3436 and the RMB at 18:4 on December 24 256.05 yuan. Call the Air China booking hotline to purchase tickets and enjoy the discount, reply to CA for details [China Merchants Bank]. The sending number of the above-mentioned short message is 95555, which exists in the reminder short signal code library, and the short message code library is considered to be the reminder short message of China Merchants Bank, and the following step 23 is performed.
如果上述短信的发送号码不存在于短信号码库中, 则流程结束。  If the sending number of the above short message does not exist in the short message number library, the process ends.
步骤 23、 利用短信分类模板判断上述短信为招商银行的信用卡单笔交易 提醒短信。  Step 23: Using the short message classification template to determine that the short message is a credit card single transaction reminding short message of China Merchants Bank.
接收到短信号码和短信内容后, 根据短信号码获取该号码对应银行的所 有短信分类模板。 本实施例中短信号码为 95555, 对应招商银行。 于是, 从 短信分类模板库中获取招商银行的所有短信分类模板, 其中包括: ATM取款 模板、 信用卡单笔交易提醒模板等。  After receiving the short message number and the short message content, the short message number is obtained according to the short message number of the bank corresponding to the bank. In this embodiment, the short message number is 95555, corresponding to China Merchants Bank. Therefore, all the SMS classification templates of China Merchants Bank are obtained from the SMS classification template library, including: ATM withdrawal template, credit card single transaction reminder template, and the like.
分别用上述招商银行的所有短信分类模板的正则表达式和短信内容进行 匹配。 其中, 招商银行的信用卡单笔提醒短信类别模板表达式为 "您尾号 [0- 9]+的招行信用卡与 [0-9]+月 [0-9]+日 [0-9]+时 [0-9]+分消费人民币 [0-9].+ 元. *" 。 与上述短信内容 "您尾号 3436的招行信用卡与 12月 24日 18时 4分消 费人民币 256.05元。 拨国航订票热线购机票享优惠, 回复 CA了解详情 [招商 银行]。 " 匹配成功。 则认为本短信是招商银行的信用卡单笔交易提醒短信。 步骤 24、 利用招商银行的信用卡单笔交易提醒短信的消费明细抽取规 则, 或者利用统一的消费明细抽取规则, 从上述短信中抽取消费明细信息。 The regular expressions of all the short message classification templates of China Merchants Bank and the short message content are matched respectively. Among them, China Merchants Bank's credit card single reminder SMS category template expression is "Your tail number [0-9] + CMB credit card and [0-9] + month [0-9] + day [0-9] + [0-9] + points consumption RMB [0-9]. + yuan. *". With the above SMS content "Your Tactical Credit Card of 3436 and the consumption of RMB 256.05 at 18:4 on December 24th. Call the Air China booking hotline to enjoy the discount, reply CA to understand the details [Investment Bank]. " The match is successful. It is considered that this SMS is a credit card single transaction reminder SMS of China Merchants Bank. Step 24: Use China Merchants Bank's credit card single transaction to remind the SMS consumption details extraction rules, or use the unified consumer details extraction rules, from the above SMS Extract consumption details.
在判断出上述短信是招商银行的信用卡单笔交易提醒短信后, 当对每个 银行的不同类别的提醒短信分别建立消费明细抽取规则时, 可以从消费明细 抽取规则库中得到招商银行的信用卡单笔交易提醒短信的消费明细抽取规 则。 比如, 该消费明细抽取规则如下:  After judging that the short message is the credit card single transaction reminding message of China Merchants Bank, when the consumption detail extraction rule is established for each bank different types of reminder text messages, the credit card list of China Merchants Bank can be obtained from the consumption detail drawing rule base. The pen transaction reminds the SMS of the consumption details extraction rules. For example, the consumption detail extraction rule is as follows:
消费时间: [0-9]+月 [0-9]+曰 [0-9]+时 [0-9]+分  Spending time: [0-9]+month [0-9]+曰[0-9]+[0-9]+ points
交易金额: 人民币 [0-9].*?元  Transaction amount: RMB [0-9].*? Yuan
银行卡信息: 尾号 [0-9]+  Bank card information: Tail number [0-9]+
交易类别: 信用卡  Transaction category: Credit card
本实施例中, 短信内容为: 您尾号 3436的招行信用卡与 12月 24日 18时 4 分消费人民币 256.05元。 拨国航订票热线购机票享优惠, 回复 CA了解详情 [招商银行]。 "  In this embodiment, the content of the short message is: The credit card of your tail number 3436 and the consumption of RMB 256.05 at 18:4 on December 24th. Call the Air China booking hotline to purchase tickets and enjoy the discount, reply to CA for details [China Merchants Bank]. "
消费时间的正则表达式为: "[0-9]+月 [0-9]+日 [0-9]+时 [0-9]+分" , 将该 正则表达式与上述短信内容进行匹配, 得到 12月 24日 18时 4分, 将该时间加 上当前的年份, 即得到具体的消费时间信息。  The regular expression of consumption time is: "[0-9]+month[0-9]+day[0-9]+[0-9]+point", match the regular expression with the above SMS content , get the 18:4 on December 24, add the time to the current year, that is, get the specific consumption time information.
交易金额的正则表达式为: "人民币 [0-9].*?元" , 与上述短信内容进行 匹配, 得到交易金额为人民币 256.05元。  The regular expression of the transaction amount is: "RMB [0-9].*? Yuan", which matches the above SMS content, and the transaction amount is RMB 256.05.
交易类别的正则表达式为 "信用卡" , 与上述短信内容进行匹配, 得到 交易类别为信用卡消费。  The regular expression of the transaction category is "credit card", which matches the above SMS content, and the transaction category is credit card consumption.
当针对每个银行的不同类别的提醒短信建立统一的消费明细抽取规则, 从消费明细抽取规则库中获得上述统一的消费明细抽取规则中的消费时间抽 取规则, 交易类别抽取规则, 交易金额抽取规则, 银行卡信息抽取规则。  When a unified consumption detail extraction rule is established for each type of reminder text message of each bank, the consumption time extraction rule, the transaction category extraction rule, the transaction amount extraction rule in the unified consumption detail extraction rule are obtained from the consumption detail extraction rule base. , bank card information extraction rules.
本实施例中, 消费时间的抽取规则表达式为: 表达式 1 , [0-9]+月 [0-9]+ 曰 [0-9]+时 [0-9]+分; 表达式 2, [0-9]+月 [0-9]+日 [0-9]+: [0-9]+ In this embodiment, the extraction rule expression of the consumption time is: Expression 1, [0-9]+month[0-9]+ 曰[0-9]+[0-9]+ points; expression 2, [0-9]+month[0-9]+day[0-9]+: [0-9]+
交易金额的抽取规则表达式为: 表达式 1 , RMB[0-9]+\.[0-9]+ ; 表达式 2, 人民币 [0-9].*?元  The expression of the transaction amount extraction rule is: expression 1 , RMB[0-9]+\.[0-9]+ ; expression 2, RMB [0-9].*?
银行卡信息的抽取规则表达式为: 表达式 1 , 尾号 [0-9]{4} ; 表达式 2 , 贵卡 [0-9]{4}  The expression rules for the extraction of bank card information are: expression 1, tail number [0-9]{4}; expression 2, expensive card [0-9]{4}
交易类别的抽取规则表达式为: 表达式 1 , ATM; 表达式 2, 信用卡。 本实施例中, 短信内容: "您尾号 3436的招行信用卡与 12月 24日 18时 4 分消费人民币 256.05元。 拨国航订票热线购机票享优惠, 回复 CA了解详情 The extraction rule expression for a transaction category is: Expression 1, ATM; Expression 2, Credit Card. In this embodiment, the content of the short message: "The credit card of your tail number 3436 and the consumption of RMB 256.05 at 18:4 on December 24th. Call the Air China booking hotline to enjoy the discount, reply CA to learn more.
[招商银行]。 " [China Merchants Bank]. "
用上述消费时间的正则表达式与上述短信内容进行匹配, 表达式 1 "[0- 9]+月 [0-9]+曰 [0-9]+: [0-9]+" 没有得到匹配结果; 表达式 2, "[0-9]+月 [0-9]+ 日 [0-9]+时 [0-9]+分" 与短信内容进行匹配, 得到消费时间 12月 24日 18时 4 分, 将该时间加上当前的年份, 即得到具体的消费时间信息。  Matching the above message content with the regular expression of the above consumption time, the expression 1 "[0- 9]+month[0-9]+曰[0-9]+: [0-9]+" is not matched Result; Expression 2, "[0-9]+月[0-9]+日[0-9]+[0-9]+分" matches the content of the SMS, and the consumption time is December 24th 18 At 4 points, add the time to the current year, and get the specific consumption time information.
用上述交易金额的正则表达式与上述短信内容进行匹配, 表达式 1 , "RMB[0-9]+\.[0-9]+" 匹配失败; 表达式 2 , "人民币 [0-9].*?元" 与短信内 容相匹配, 得到交易金额人民币 256.05元。  Match the above message content with the regular expression of the above transaction amount, expression 1, "RMB[0-9]+\.[0-9]+" matches fail; expression 2, "renminbi[0-9] .*? Yuan" matches the content of the SMS, and the transaction amount is RMB256.05.
用银行卡信息的正则表达式与上述短信内容进行匹配, 得到银行卡信息 "尾号 3436" 。  The regular expression of the bank card information is matched with the above-mentioned short message content to obtain the bank card information "tail number 3436".
用交易类别的正则表达式与上述短信内容进行匹配, 得到本笔交易类别 为信用卡消费。  Match the above message content with the regular expression of the transaction category to get the transaction category as credit card consumption.
步骤 25: 通过信息窗口将消费明细信息展示给用户, 并提示用户在该信 息窗口中输入商品信息和消费地点等更多交易信息。  Step 25: Display the consumption details to the user through the information window, and prompt the user to enter more transaction information such as product information and consumption location in the information window.
在得到上述短信的短信类别和消费明细信息后, 可以在用户的移动终端 上弹出信息窗口, 在该信息窗口中显示上述消费明细信息。  After obtaining the short message type and the consumption detailed information of the short message, an information window may be popped up on the user's mobile terminal, and the above-mentioned consumption detailed information is displayed in the information window.
对于 ATM取款提醒短信, 可以仅仅提醒用户确认, 不需要用户输入更多 交易信息。 对于本实施例中的信用卡单笔消费提醒短信, 则可以提示用户在 上述信息窗口中输入商品信息和消费地点等更多交易信息。 For ATM withdrawal reminder SMS, you can simply remind the user to confirm, no need to input more Trading Information. For the credit card single consumption reminding SMS in the embodiment, the user may be prompted to input more transaction information such as product information and consumption location in the above information window.
本实施例中, 上述信息窗口中显示的消费明细信息内容为: 尾号 3436的 银行卡 200912月 24日 18时 4分进行信用卡消费, 金额为人民币 256.05元。 用户可以在上述信息窗口中输入商品信息和消费地点信息, 最后得到的信息 窗口中的内容可以为如下所示:  In this embodiment, the content of the consumption detailed information displayed in the above information window is: The bank card of the tail number 3436 2009. The credit card consumption at 18:4 on December 24, the amount is RMB 256.05. The user can enter the product information and the consumption location information in the above information window, and the content of the finally obtained information window can be as follows:
尾号 3436的银行卡  Bank card with tail number 3436
200912月 24日 18时 4分  200912月24日 18:4
进行信用卡消费二金额  Credit card spending two amount
为人民币 256.05元  For RMB 256.05
更多交易信息:  More transaction information:
商品信息 阿迪波鞋 消费地点 阳光湾畔 该实施例实现了利用用户的移动终端和预先设定的提醒短信号码库、 短 信分类模块和消费明细抽取规则, 从银行的信用卡单笔消费提醒短信的短信 内容中提取出消费明细信息, 可以解决用户手工录入每笔交易的详细消费明 细信息耗时费力的问题, 可以帮助用户方便地实现消费明细信息的对账和管 理。 本发明实施例还提供的一种对用户的消费明细进行管理的装置, 其具体 实现结构示意图如图 3所示, 包括如下的模块:  Product information Adibo shoes consumption location Sunshine Bay This embodiment realizes the use of the user's mobile terminal and pre-set reminder SMS number library, SMS classification module and consumption details extraction rules, from the bank's credit card single-use consumption reminder SMS text message Extracting the consumption details information in the content can solve the problem that the user manually enters the detailed consumption details of each transaction, which can be time-consuming and labor-intensive, and can help the user conveniently realize the reconciliation and management of the consumption detailed information. An embodiment of the present invention further provides an apparatus for managing a user's consumption details, and a specific implementation structure thereof is shown in FIG. 3, and includes the following modules:
消费提醒短信获取模块 32 , 用于从用户的移动终端接收到的短信中提取 出消费提醒短信;  The consumption reminding message obtaining module 32 is configured to extract a consumption reminding message from the short message received by the user's mobile terminal;
消费明细提取模块 33, 用于根据预先设定的消费明细抽取规则, 从所述 短信过滤模块所提取出的消费提醒短信的短信内容中提取出消费明细信息, 对所述消费明细信息进行存储。  The consumption detail extraction module 33 is configured to extract consumption detail information from the short message content of the consumption reminding short message extracted by the short message filtering module according to a preset consumption detail extraction rule, and store the consumption detailed information.
所述的装置还可以包括: 资源信息管理模块 31 , 用于根据各银行的提醒短信的发送号码, 建立提 醒短信号码库; The device may further include: The resource information management module 31 is configured to establish a reminder short message number database according to the sending number of the reminding short message of each bank;
根据各银行的提醒短信的内容样本, 为各银行的每个类别的提醒短信分 别建立短信分类模板;  According to the content sample of the reminder SMS of each bank, a short message classification template is established for each category of reminder short messages of each bank;
根据需要进行消费明细管理的消费提醒短信的内容样本, 建立短信过滤 规则;  According to the content sample of the consumption reminder SMS of the consumption detail management, a short message filtering rule is established;
根据各银行的消费提醒短信的内容样本, 给各个银行的每个类别的消费 提醒短信分别建立消费明细抽取规则; 或者, 根据各银行的消费提醒短信的 内容样本, 给所有银行的所有类别的消费提醒短信建立统一的消费明细抽取 规则。  According to the content sample of the consumption reminding SMS of each bank, the consumption detailing rule for each category of each bank is separately established; or, according to the content sample of the consumption reminding SMS of each bank, the consumption of all categories of all banks is Remind SMS to establish a unified consumption detail extraction rule.
所述的消费提醒短信包括: ATM取款提醒短信和信用卡单笔交易提醒短 信。 所述的短信分类模板、 消费明细抽取规则采用正则表达式表示。 用户交互模块 34, 用于在用户的移动终端上弹出信息窗口, 在该信息窗 口中显示所述消费明细信息, 并提示用户在所述信息窗口中输入其它消费明 细信息。  The consumption reminding message includes: an ATM withdrawal reminding message and a credit card single transaction reminding short message. The short message classification template and the consumption detail extraction rule are represented by a regular expression. The user interaction module 34 is configured to pop up an information window on the user's mobile terminal, display the consumption detailed information in the information window, and prompt the user to input other consumption detailed information in the information window.
所述的消费提醒短信获取模块 32具体可以包括:  The consumption reminding message obtaining module 32 may specifically include:
提醒短信获取模块 321, 用于根据所述提醒短信号码库从用户的移动终 端接收到的短信中提取出各银行发送的提醒短信;  The reminder short message obtaining module 321, is configured to extract, according to the reminding short message number library, the reminding short message sent by each bank from the short message received by the mobile terminal of the user;
提醒短信分类模块 322 , 用于通过所述短信分类模板对所述提醒短信获 取模块提取出的各银行发送的提醒短信进行分类;  The reminder short message classification module 322 is configured to classify, by using the short message classification template, the reminding short message sent by each bank extracted by the reminding short message obtaining module;
提醒短信过滤模块 323, 用于根据所述短信过滤规则, 对所述提醒短信 分类模块分类处理后的各银行发送的提醒短信进行过滤, 获取消费提醒短 信。  The reminder SMS filtering module 323 is configured to filter, according to the short message filtering rule, the reminding short message sent by each bank after the classified short message classification module, and obtain a consumption reminding short message.
所述的消费明细提取模块 33具体可以包括: 消费时间提取模块 331、 交 易类别提取模块 332、 交易金额提取模块 333和银行卡信息提取模块 334中的 至少 >项 , 其中, The consumption detail extraction module 33 may specifically include: a consumption time extraction module 331, At least the item in the easy-to-category extraction module 332, the transaction amount extraction module 333, and the bank card information extraction module 334, wherein
消费时间提取模块 331, 用于根据所述消费明细抽取规则中的消费时间 抽取规则, 从所述消费提醒短信中提取出消费时间;  The consumption time extraction module is configured to extract the consumption time from the consumption reminding message according to the consumption time extraction rule in the consumption detail extraction rule;
交易类别提取模块 332 , 用于根据所述消费明细抽取规则中的交易类别 抽取规则, 从所述消费提醒短信中提取出交易类别;  a transaction category extraction module 332, configured to extract a transaction category from the consumption reminder short message according to a transaction category extraction rule in the consumption detail extraction rule;
交易金额提取模块 333, 用于根据所述消费明细抽取规则中的交易金额 抽取规则, 从所述消费提醒短信中提取出交易金额;  a transaction amount extraction module 333, configured to extract a transaction amount from the consumption reminding message according to the transaction amount extraction rule in the consumption detail extraction rule;
银行卡信息提取模块 334, 用于根据所述消费明细抽取规则中的银行卡 信息抽取规则, 从所述消费提醒短信中提取出银行卡信息。 本领域普通技术人员可以理解实现上述实施例方法中的全部或部分流 程, 是可以通过计算机程序来指令相关的硬件来完成, 所述的程序可存储于 一计算机可读取存储介质中, 该程序在执行时, 可包括如上述各方法的实施 例的流程。 其中, 所述的存储介质可为磁碟、 光盘、 只读存储记忆体 ( Read-Only Memory , ROM ) 或随机存储记忆体 ( Random Access Memory, RAM )等。 综上所述, 本发明实施例实现了利用用户的移动终端和预先设定的消费 明细抽取规则, 从消费提醒短信的短信内容中提取出消费明细信息, 可以解 决用户手工录入每笔交易的详细消费明细信息耗时费力的问题, 可以帮助用 户方便地实现跨银行、 跨银行卡的消费明细信息的对账和管理。  The bank card information extraction module 334 is configured to extract bank card information from the consumption reminder message according to the bank card information extraction rule in the consumption detail extraction rule. A person skilled in the art can understand that all or part of the process of implementing the above embodiment method can be completed by a computer program to instruct related hardware, and the program can be stored in a computer readable storage medium. In execution, the flow of an embodiment of the methods as described above may be included. The storage medium may be a magnetic disk, an optical disk, a read-only memory (ROM), or a random access memory (RAM). In summary, the embodiment of the present invention realizes that the user's mobile terminal and the preset consumption detail extraction rule are used to extract the consumption detailed information from the short message content of the consumption reminding short message, which can solve the detailed information of the user manually entering each transaction. The problem of time-consuming and labor-intensive consumption information can help users to easily realize the reconciliation and management of consumption details across banks and bank cards.
对于每笔消费明细, 不再需要用户手工输入消费明细, 使用户对账更方 便。 由于用户的移动终端可以随身携带, 本发明实施例可以帮助用户实现随 时随地进行消费明细信息的对账、 统计和管理, 不用担心漏记。 以上所述, 仅为本发明较佳的具体实施方式, 但本发明的保护范围并不 局限于此, 任何熟悉本技术领域的技术人员在本发明揭露的技术范围内, 可 轻易想到的变化或替换, 都应涵盖在本发明的保护范围之内。 因此, 本发明 的保护范围应该以权利要求的保护范围为准。 For each consumption detail, the user no longer needs to manually input the consumption details, which makes the user's reconciliation more convenient. Since the user's mobile terminal can be carried around, the embodiment of the present invention can help the user to perform reconciliation, statistics, and management of the consumption detailed information anytime and anywhere, without worrying about missing. The above is only a preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily think of changes or within the technical scope disclosed by the present invention. Alternatives are intended to be covered by the scope of the present invention. Therefore, the scope of protection of the present invention should be determined by the scope of the claims.

Claims

权利要求书 Claim
1、 一种对用户的消费明细进行管理的方法, 其特征在于, 包括: 从用户的移动终端接收到的短信中提取出消费提醒短信;  A method for managing a user's consumption details, comprising: extracting a consumption reminding short message from a short message received by a user's mobile terminal;
根据预先设定的消费明细抽取规则, 从所述消费提醒短信的短信内容中 提取出消费明细信息 , 对所述消费明细信息进行存储。  The consumption detailed information is extracted from the short message content of the consumption reminding message according to a preset consumption detail extraction rule, and the consumption detailed information is stored.
2、 根据权利要求 1所述的对用户的消费明细进行管理的方法, 其特征在 于, 所述的从用户的移动终端接收到的短信中提取出消费提醒短信之前, 还 包括:  2. The method for managing a user's consumption details according to claim 1, wherein the method further comprises: before extracting the consumption reminding message from the short message received by the user's mobile terminal, the method further comprising:
根据各银行的提醒短信的发送号码, 建立提醒短信号码库;  Establish a reminder SMS number library according to the sending number of the reminder SMS of each bank;
根据各银行的提醒短信的内容样本, 为各银行的每个类别的提醒短信分 别建立短信分类模板;  According to the content sample of the reminder SMS of each bank, a short message classification template is established for each category of reminder short messages of each bank;
根据需要进行消费明细管理的消费提醒短信的内容样本, 建立短信过滤 规则。  According to the content sample of the consumption reminder SMS for consumption detail management, a short message filtering rule is established.
3、 根据权利要求 2所述的对用户的消费明细进行管理的方法, 其特征在 于, 所述的从用户的移动终端接收到的短信中提取出消费提醒短信, 包括: 根据所述短信号码库从用户的移动终端接收到的短信中提取出各银行发 送的提醒短信;  The method for managing the consumption details of the user according to claim 2, wherein the extracting the consumption reminding short message from the short message received by the mobile terminal of the user comprises: according to the short message number database Extracting a reminder message sent by each bank from the short message received by the user's mobile terminal;
通过所述短信分类模板对所述提取出的各银行发送的提醒短信进行分 类;  And classifying the reminding short messages sent by the extracted banks by using the short message classification template;
根据所述短信过滤规则, 对所述分类处理后的各银行发送的提醒短信进 行过滤, 获取消费提醒短信。  According to the short message filtering rule, the reminding short message sent by each bank after the classified processing is filtered to obtain a consumption reminding short message.
4、 根据权利要求 3所述的对用户的消费明细进行管理的方法, 其特征在 于, 所述方法还包括:  The method of managing the consumption details of the user according to claim 3, wherein the method further comprises:
根据各银行的消费提醒短信的内容样本, 给各个银行的每个类别的消费 提醒短信分别建立消费明细抽取规则; 或者, According to the content sample of the consumption reminding SMS of each bank, the consumption detailing rules for each category of each bank are separately established; or,
根据各银行的消费提醒短信的内容样本, 给所有银行的所有类别的消费 提醒短信建立统一的消费明细抽取规则。  According to the content sample of each bank's consumption reminder SMS, a unified consumption detail extraction rule is established for all types of consumption reminder messages of all banks.
5、 根据权利要求 4所述的对用户的消费明细进行管理的方法, 其特征在 于, 所述的消费明细抽取规则采用正则表达式表示。  5. The method of managing consumption details of a user according to claim 4, wherein the consumption detail extraction rule is represented by a regular expression.
6、 根据权利要求 1至 5任一项所述的对用户的消费明细进行管理的方 法, 其特征在于, 所述根据预先设定的消费明细抽取规则, 从所述消费提醒 短信的短信内容中提取出消费明细信息, 包括:  The method for managing a user's consumption details according to any one of claims 1 to 5, wherein the content is from the short message content of the consumption reminding message according to a preset consumption detail extraction rule. Extract consumption details, including:
根据所述消费明细抽取规则中的消费时间抽取规则, 从所述消费提醒短 信中提取出消费时间;  Extracting the consumption time from the consumption reminding short message according to the consumption time extraction rule in the consumption detail extraction rule;
根据所述消费明细抽取规则中的交易类别抽取规则, 从所述消费提醒短 信中提取出交易类别;  Extracting a transaction category from the consumption reminding short message according to the transaction category extraction rule in the consumption detail extraction rule;
根据所述消费明细抽取规则中的交易金额抽取规则, 从所述消费提醒短 信中提取出交易金额;  Extracting the transaction amount from the consumption reminding short message according to the transaction amount extraction rule in the consumption detail extraction rule;
根据所述消费明细抽取规则中的银行卡信息抽取规则, 从所述消费提醒 短信中提取出银行卡信息。  And extracting bank card information from the consumption reminder short message according to the bank card information extraction rule in the consumption detail extraction rule.
7、 根据权利要求 6所述的对用户的消费明细进行管理的方法, 其特征在 于, 所述的方法还包括:  The method for managing a user's consumption details according to claim 6, wherein the method further comprises:
在用户的移动终端上弹出信息窗口, 在该信息窗口中显示所述消费明细 信息, 并提示用户在所述信息窗口中输入其它消费明细信息。  An information window pops up on the user's mobile terminal, the consumption details are displayed in the information window, and the user is prompted to enter other consumption details in the information window.
8、 一种对用户的消费明细进行管理的装置, 其特征在于, 包括: 消费提醒短信获取模块, 用于从用户的移动终端接收到的短信中提取出 消费提醒短信;  A device for managing a user's consumption details, comprising: a consumption reminding message acquiring module, configured to extract a consumption reminding message from a short message received by the user's mobile terminal;
消费明细提取模块, 用于根据预先设定的消费明细抽取规则, 从所述短 信过滤模块所提取出的消费提醒短信的短信内容中提取出消费明细信息, 对 所述消费明细信息进行存储。 a consumption detail extraction module, configured to extract consumption detail information from the short message content of the consumption reminding message extracted by the short message filtering module according to a preset consumption detail extraction rule, The consumption details are stored.
9、 根据权利要求 8所述的对用户的消费明细进行管理的装置, 其特征在 于, 所述的装置还包括:  The device for managing the consumption details of the user according to claim 8, wherein the device further comprises:
资源信息管理模块, 用于根据各银行的提醒短信的发送号码, 建立提醒 短信号码库;  a resource information management module, configured to establish a reminder short message number library according to the sending number of the reminder short message of each bank;
根据各银行的提醒短信的内容样本, 为各银行的每个类别的提醒短信分 别建立短信分类模板;  According to the content sample of the reminder SMS of each bank, a short message classification template is established for each category of reminder short messages of each bank;
根据需要进行消费明细管理的消费提醒短信的内容样本, 建立短信过滤 规则;  According to the content sample of the consumption reminder SMS of the consumption detail management, a short message filtering rule is established;
根据各银行的消费提醒短信的内容样本, 给各个银行的每个类别的消费 提醒短信分别建立消费明细抽取规则; 或者, 根据各银行的消费提醒短信的 内容样本, 给所有银行的所有类别的消费提醒短信建立统一的消费明细抽取 规则。  According to the content sample of the consumption reminding SMS of each bank, the consumption detailing rule for each category of each bank is separately established; or, according to the content sample of the consumption reminding SMS of each bank, the consumption of all categories of all banks is Remind SMS to establish a unified consumption detail extraction rule.
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016082568A1 (en) * 2014-11-25 2016-06-02 中兴通讯股份有限公司 Short message safe processing method and apparatus
RU2658164C2 (en) * 2015-11-17 2018-06-19 Сяоми Инк. Method (options) and device (options) for information processing, terminal and server

Families Citing this family (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102968714A (en) * 2012-10-31 2013-03-13 广东岭南通股份有限公司 Bookkeeping and financial management system and method based on consumption data of integrated circuit (IC) card
CN104103008A (en) * 2013-04-01 2014-10-15 百度在线网络技术(北京)有限公司 Accounting method and system based on short message
CN103810595B (en) * 2014-01-26 2017-02-15 小米科技有限责任公司 Information verification method and device
CN104270300A (en) * 2014-09-05 2015-01-07 小米科技有限责任公司 Method and device for processing user information
CN104616133A (en) * 2015-01-20 2015-05-13 小米科技有限责任公司 Resource storage reminding method and device
CN105405049A (en) * 2015-10-23 2016-03-16 重庆蓝岸通讯技术有限公司 Intelligent accounting method and intelligent accounting system
CN105354284B (en) * 2015-10-30 2019-12-03 小米科技有限责任公司 Processing method and processing device, short message recognition methods and the device of template
CN105744070A (en) * 2016-03-07 2016-07-06 珠海市魅族科技有限公司 Method and device for processing bill short message
CN105976235A (en) * 2016-04-22 2016-09-28 北京小米移动软件有限公司 Information classification method and information classification device
CN106096046A (en) * 2016-06-29 2016-11-09 惠州Tcl移动通信有限公司 The information intelligent display packing of a kind of mobile terminal and system
CN107038185A (en) * 2016-10-17 2017-08-11 联动优势科技有限公司 A kind of method and device of Transaction Information processing
CN107168948A (en) * 2017-04-19 2017-09-15 广州视源电子科技股份有限公司 A kind of sentence recognition methods and system
CN109697224B (en) * 2017-10-24 2023-04-07 腾讯科技(深圳)有限公司 Bill message processing method, device and storage medium
CN110197074B (en) * 2018-04-11 2023-02-28 腾讯科技(深圳)有限公司 User authority control method and device
CN108897482A (en) * 2018-05-25 2018-11-27 维沃移动通信有限公司 A kind of information display method and terminal device
CN109064161A (en) * 2018-07-20 2018-12-21 诚泰信息科技(天津)有限公司 A kind of bank account transaction journal intelligent management and device based on short message
CN109598575B (en) * 2018-10-25 2024-04-05 三六零科技集团有限公司 Bill generation method and device, electronic equipment and medium

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1770181A (en) * 2004-11-03 2006-05-10 乐金电子(昆山)电脑有限公司 Method for automatically inputting credit card payment information into account book of PDA phone when receiving word message service
CN101312559A (en) * 2007-05-23 2008-11-26 乐金电子(中国)研究开发中心有限公司 Consumer short message management method based on mobile communication terminal and mobile communication terminal thereof
CN101621562A (en) * 2008-06-30 2010-01-06 深圳富泰宏精密工业有限公司 Electronic accounting system and method therefor
CN101807273A (en) * 2010-03-25 2010-08-18 上海合合信息科技发展有限公司 Method and system for performing financial management by extracting consumption information in credit card short message

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1770181A (en) * 2004-11-03 2006-05-10 乐金电子(昆山)电脑有限公司 Method for automatically inputting credit card payment information into account book of PDA phone when receiving word message service
CN101312559A (en) * 2007-05-23 2008-11-26 乐金电子(中国)研究开发中心有限公司 Consumer short message management method based on mobile communication terminal and mobile communication terminal thereof
CN101621562A (en) * 2008-06-30 2010-01-06 深圳富泰宏精密工业有限公司 Electronic accounting system and method therefor
CN101807273A (en) * 2010-03-25 2010-08-18 上海合合信息科技发展有限公司 Method and system for performing financial management by extracting consumption information in credit card short message

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016082568A1 (en) * 2014-11-25 2016-06-02 中兴通讯股份有限公司 Short message safe processing method and apparatus
RU2658164C2 (en) * 2015-11-17 2018-06-19 Сяоми Инк. Method (options) and device (options) for information processing, terminal and server

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