JP5395647B2 - Attribute information management method, attribute information management system, attribute information management device, terminal device and program - Google Patents

Description

  The present invention relates to an attribute information management method and system for providing user attribute information, and an apparatus and program thereof.

Conventionally, as disclosed in Non-Patent Documents 1 and 2, there is a service that presents usefulness and reputation of a website to a user based on a document or user input. These services are simple reputation rankings in units of websites, and the amount of information is insufficient as information for determining how reliable the website is. Therefore, the conventional service is insufficient for the user to judge the reliability of the website.
On the other hand, in order to prevent access to malicious sites, there is a technique in which software vendors and browser vendors accumulate information related to these sites to prevent unintended access by users to those sites (Non-patent Document 3). However, it cannot be applied to a site where the criminal act is not performed but the information management status is simply unreliable, such as a temporary questionnaire form or a small commerce site. In addition, it is not possible to distinguish between a small site and a malicious site based on the number of accesses.
In recent years, services using external questionnaire forms and commerce applications that are not in-house services have increased, making it difficult to determine what information can be sent to websites.

StumbleUpon ’s Recommendation Technology http://www.stumbleupon.com/technology/ Google Sidewiki http://www.google.com/sidewiki/intl/en/index.html Phishing and Malware Protection http://www.mozilla.com/en-US/firefox/phishing-protection/

  Therefore, in order to provide a new attribute that can be used to know what attribute information the user provides without infringing on the privacy of other websites instead of the service that presents the usefulness and reputation of the conventional website to the user. There is a need for an attribute information management method.

  The present invention has been made in view of such problems, and an attribute information management method and system for managing what attribute information is transmitted to a service site that a user is trying to use. An object of the present invention is to provide such a device and a program.

  An attribute information management method according to the present invention includes a terminal device, a service site, and an attribute information management device. The terminal device has a service request process for requesting a service to the service site, a determination process for determining whether or not a request for inputting predefined attribute information is included in the service information input request received from the service site, When the determination process determines that the attribute information input request is included, an identification information transmission process for transmitting the identification information for identifying the service site to the attribute information management apparatus, and the attribute information management apparatus received from the attribute information management apparatus A total information presentation process for presenting the total information to the user.

  The service site includes a service information input request transmission process in which a service information input request corresponding to a service request from the terminal device is transmitted to the terminal device. The attribute information management apparatus determines whether the identification information for identifying the service site, the attribute information item requested by the service site corresponding to the identification information, and the presence / absence of input of the reply information corresponding to the attribute information item And a totaling information transmission process of transmitting the totaling information corresponding to the identification information received to the terminal device.

Moreover, the attribute information management apparatus of this invention is provided with a total information storage part, a receiving part, and a transmission part. The total information storage unit objectively represents the identification information for identifying the service site and the presence or absence of input of the end device to the attribute information requested by the service site and the reliability of the service site indicating the departure from the service site Are stored in association with the tabulated information. The receiving unit receives identification information from the terminal device. The transmission unit acquires aggregate information of the service site corresponding to the received identification information from the storage unit, and transmits the acquired aggregate information to the terminal device.

  The terminal device of the present invention includes a service request transmission unit, a service information reception unit, a storage unit, a determination unit, an identification information transmission unit, and an aggregate information presentation unit. The service request transmission unit makes a service request to the service site. The service information receiving unit receives a service information input request corresponding to the service request from the service site. The storage unit stores information for specifying attribute information. The determination unit determines whether an input request corresponding to the attribute information stored in the storage unit is included in the received service information input request. When the determination unit determines that the attribute information input request is included, the identification information transmission unit acquires the identification information corresponding to the service site and transmits the identification information to the attribute information management device. The total information presentation unit presents the total information received from the attribute information management device.

  Also, the attribute information management apparatus program of the present invention causes a computer to execute the function of each unit of the attribute information management apparatus. Moreover, the terminal device program of this invention makes a computer perform the function of each part of a terminal device.

  According to the attribute information management method of the present invention, it is possible to determine the reliability based on the presence / absence of input of attribute information in the past access to the service site and the total information regarding the leaving information. In other words, since actions taken by users who have accessed the service site in the past are collected and managed as aggregate information, and this aggregate information is provided to the user, the user can use the service site based on objective information. Can be evaluated. Therefore, inadvertent diffusion of personal information to unreliable websites can be prevented.

The figure which shows the system configuration example of the attribute information management system of this invention. The figure which shows the operation | movement sequence of the attribute information management system of this invention. The figure which shows an example of total information. The figure which shows the function structural example of the terminal device 30. The figure which shows the operation | movement flow of the terminal device 30. The figure which shows an example of the form information regarding attribute information. It is a figure which shows HTML corresponding to an example of the form information regarding attribute information, (a) corresponds to the attribute information input column 61, (b) corresponds to the product search column 62. The figure which shows the example of input of the member registration column 61, and HTML. The figure which shows the analysis result of the form information corresponding to the member registration column 61 of FIG. The figure which shows the function structural example of the attribute information management apparatus. The figure which shows the operation | movement flow of the attribute information management apparatus. The figure which shows the operation | movement sequence of the modification 1. The figure which shows the operation | movement sequence of the modification 2.

  Embodiments of the present invention will be described below with reference to the drawings. The same reference numerals are given to the same components in a plurality of drawings, and the description will not be repeated.

  FIG. 1 shows a system configuration example of an attribute information management system according to the present invention. FIG. 2 shows an operation sequence diagram thereof. The attribute information management system includes a terminal device 30, a service site 10, an attribute information management device 70, and a network 20 to which they are connected.

  For example, the terminal device 30 accesses the service site 10 for the purpose of receiving the provision of the service 1 and makes a service request (step S1). In preparation for providing the service 1, the service site 10 requests the terminal device 30 to input user attribute information such as an address and a credit card number with form information (step S2). That is, step S2 is a process of transmitting a service information input request corresponding to the service request to the terminal device 30. Here, the form information is character information used for an information input request including an input field or a selection field on HTML (Hyper Text Markup Language). For example, an address input field or a selection field for specifying a user's age group.

  When the input field element is included in the form information in the HTML of the service site 10 and there is attribute information in the vicinity of the input field (Y in step S3), that is, inside the input field element or immediately before and after, as will be described later When there is attribute information defined in the attribute information dictionary 33, the terminal device 30 uses the identification information of the service site 10 (URL; information indicating the service site indicated by Uniform Resource Locator) as the attribute information management device 70. (Step S4). If the attribute information defined in the attribute information dictionary 33 is not included in the input field element (N in step S3), the terminal device 30 returns to the state before making the service request (step S1). That is, the user continues browsing the service site 10 and transmitting information. The terminal device 30 starts a new operation from step S1 when there is a new service request. This step S3 is a process of determining whether or not the received service information input request (form information) includes a predefined attribute information input request.

  The attribute information management device 70 transmits to the terminal device 30 aggregate information regarding what attribute information has been sent to the service site 10 by itself and other users in the past access to the service site 10 (step S5). ). The terminal device 30 presents the received total information to the user (step S6).

  When the user looks at the received total information and determines whether or not the service site 10 is reliable, and performs some operation, this operation is specified (step S7). This step S7 is a transmission operation for instructing the service site 10 to transmit response information (including information input by the user) to the service information input request from the service site 10, or a leave operation for instructing to leave from the service site 10. This is an operation specifying process for specifying either. If it is determined that the service site 10 is reliable, the user performs an operation (such as clicking a send button) for transmitting form information filled with predetermined attribute information to the service site 10 (step S8). In FIG. 2, the user's attribute information input operation is omitted.

  When there is no withdrawal, that is, when the user performs an operation of transmitting form information, the form information including the user input is temporarily copied into the apparatus. Thereafter, the terminal device 30 transmits the form information to the service site 10 (step S8). Then, the terminal device 30 detects the attribute names of all the attribute information in the form information and the attribute name with the input with reference to the attribute information dictionary 33 (step S9), and manages the attribute information as the behavior information. It transmits to the apparatus 70 (step S10). In step 10, the identification information for identifying the service site is transmitted to the attribute information management device 70 together with the behavior information (total information update request process). Here, the behavior information is an item of attribute information (such as an attribute name) that the service site 10 requests to input to the terminal device 30, presence / absence of input of response information from the user corresponding to the attribute information item, the service site 10 It is the information which shows leaving from.

  In addition, withdrawal refers to all operations other than inputting predetermined attribute information into form information and then transmitting the form information to service site 10. In other words, if you close the web screen without pressing the submit button, if you display another web screen without sending form information as a result of another operation, if you return to another screen, reload the screen Although the case corresponds to withdrawal, at least one of these is set in advance as a withdrawal operation. Therefore, when form information in which predetermined attribute information is input is transmitted to the service site 10, there is no detachment.

  The attribute information management device 70 updates and stores the total information of the service site 10 already stored using the received behavior information (step S11). This step S11 is a total information storage process in which the total information of the service site corresponding to the identification information is updated and stored using the received behavior information. At this time, if the attribute information management device 70 does not store the identification information or the total information corresponding to the service site, the total information corresponding to the service site is newly added using the behavior information received from the terminal device. This item is created and newly saved as aggregate information.

  When the user interrupts and leaves the service site 10 without trusting the service site 10, information indicating the withdrawal is transmitted to the attribute information management apparatus 70 (step S11). Alternatively, the attribute names of all the attribute information requested to be input by this page may be transmitted, and this may be determined by a prior setting.

  FIG. 3 shows an example of the total information. The number of departures that are the number of departures from the service site corresponding to the identification information of the service site, the number of attribute information input, the name of the attribute information requested by the service site, and the value entered for the request The number of cases is shown. For example, while the number of inputs to the identification information http://evil.com is 10, the number of withdrawals 2000 and the number of withdrawals are overwhelmingly larger. From these figures, you can see that http://evil.com is not trusted by many users. That is, this total information is information that objectively represents the degree of reliability of each service site.

  As described above, in the attribute information management method of the present invention, the terminal device 30 operated by the user requests a service request from the service site 10 (step S1), and the service site 10 requests the terminal device 30 from the user. A service information input request transmission process (step S2) for requesting attribute information with form information, and when the terminal device 30 detects that an input field or selection field for attribute information is included in the form information, The identification information transmission process (step S4) for transmitting the identification information on the web to the attribute information management device 70, and the attribute information management device 70 sends the attribute to the terminal device 30 in the past access by itself or other users to the service site 10 A total information transmission process (step S5) for transmitting total information related to the presence / absence of information input and withdrawal information; Including the summary information presentation process location 30 presents a summary information to the user (step S6), and the.

  Therefore, the user can determine the reliability of the service site based on the aggregate information, and can prevent inadvertent diffusion of personal information to unreliable websites. Further, according to the method of the present invention, the attribute information management device 70 does not store the attribute information itself (attribute value), but relates to the type (attribute name) and the presence / absence of the user's input response to the type. Since information is sent and received and stored, there is also an effect that it is possible to reduce the user's security and privacy concerns.

  In this example, step S8 in which the form information in which predetermined attribute information is entered is transmitted to the service site 10 at a timing before step S10 in which the result of analyzing the form information that has been operated by the user is transmitted from the terminal device 30. Although described, the present invention is not limited to the first embodiment. The transmission procedure may be reversed.

  In the example described in the first embodiment, the behavior information corresponding to the transmitted form information is transmitted to the attribute information management device 70 after the user's operated form information is transmitted to the service site 10, and thus the accuracy of the behavior information is transmitted. Is effective. In other words, when communication interruption occurs between step S8 and step S10, if the result of analyzing the form information that the user has already operated is transmitted to the attribute information management device 70, it is not actually executed. The total information is updated with the information provided by the service. However, even in that case, there is little influence on providing the reliability of the service site to the user who is the object of the present invention.

Next, the operation of the attribute information management system according to the present invention will be described in more detail with reference to specific configuration examples of each unit.
[Terminal device]
FIG. 4 shows a functional configuration example of the terminal device 30. The operation flow is shown in FIG. The terminal device 30 includes a communication interface 31, a function block 32, an attribute information dictionary 33 (storage unit), and a control unit 34. The functional block 32 includes a browser function unit 321, a determination unit 322, a server cooperation function unit 323, and an analysis processing unit 324. Further, the communication interface 31 includes a service request transmission unit 311 and a service information reception unit 312. The browser function unit 321 includes a total information presentation unit 321a. The server cooperation function unit 323 includes an identification information transmission unit 323a, an operation identification unit 323d, and a total information update request unit 323f. Each part of the functional block 32 is controlled by the control means 34. The functional block 32 is connected to the network 20 via the communication interface 31. The terminal device 30 is realized when a predetermined program is read into a computer including, for example, a ROM, a RAM, and a CPU, and the CPU executes the program.

  The service request transmission unit 311 makes a service request to the service site 10 (step S311). The service information receiving unit 312 receives a service information input request (form information) corresponding to the service request from the service site 10 (step S312).

  The browser function unit 321 obtains a service information input request from the service information reception unit 312 and outputs the HTML to the determination unit 322 (step S321). The determination unit 322 refers to the attribute information dictionary 44 to determine whether the input form information in the HTML of the service site 10 includes an input field and whether there is an attribute information name in the vicinity of the input field (step S322). The attribute information dictionary 44 stores typical character strings appearing in the form information, attributes and frequently used words and units as an auxiliary thereof, and the form is checked by comparing the dictionary with the form information. The presence / absence of information and the possibility of inputting attribute information are determined. Information relating to the specification of form information for specifying whether or not form information is included in the HTML in the service information input request is stored in the attribute information dictionary 44 or other storage unit. By using this information, the presence / absence of form information in HTML is specified, and if there is form information, it is determined using a dictionary whether the form information is a request for inputting attribute information.

  When it is determined that there is an attribute information name in the vicinity of an input field or the like in the form information (Y in step S322), that is, when an input request for attribute information defined in the attribute information dictionary 33 is included, Since the service site 10 can be regarded as requesting user attribute information, the identification information transmission unit 323a of the server cooperation function unit 323 transmits the identification information of the service site 10 to the attribute information management device 70 (step S323a).

  FIG. 6 shows an example of form information. FIG. 6 is an example of a screen showing online shop purchase contents and member registration. An attribute information input column 61 for inputting user attribute information and a product search column 62 unrelated to the attribute information are displayed. If there is a word such as a credit card number or an address defined in the attribute information dictionary 33 in the vicinity of the input field as in the attribute information input field 61, the determination unit 322 requests the user attribute information from the service site. Is considered.

  A more specific example of the analysis method in step S322 is shown. FIG. 7 is an HTML of the form information shown in FIG. FIG. 7A corresponds to the attribute information input field 61, and FIG. 7B corresponds to the product search field 62.

  An example of an analysis procedure of form information that does not send attribute information is shown. The analysis processing unit 324 reads the form information of FIG. 7B as HTML and acquires the action attribute of the form element inside. Depending on the setting of this attribute, it may be determined that the form information is not transmitted to the outside, but in FIG. 7B, it can be considered that the form information is transmitted to the outside. Subsequently, the analysis processing unit 324 searches for a character string that can be regarded as an attribute name in and near the form information. In this example, since there is no corresponding character string, this form information can be determined not to send attribute information.

  Thereafter, the browser function unit 321 receives the aggregate information of the service site 10 from the attribute information management device 70 (step S321). Then, the total information received by the total information presentation unit 321a is displayed on a display unit (not shown) and the total information is presented to the user (step 321a).

  The operation specifying unit 323d specifies a transmission operation for instructing transmission of response information to the service information input request to the service site or a leave operation for instructing to leave from the service site (step S323d).

  When there is no withdrawal, that is, when the user determines that the service site 10 can be trusted, the user inputs predetermined attribute information into the form information. Thereafter, when the user performs a transmission operation, the form information is transmitted to the service site 10 (step S323e).

  The total information update request unit 323f transmits the behavior information detected by the analysis processing unit 324 and the identification information for identifying the service site to the attribute information management device 70 (step S323f).

  FIG. 9 shows an example of behavior information analyzed by the analysis processing unit 324. This example corresponds to the input example of FIG. 8 and is expressed as “X” when there is no input of an e-mail address, and “◯” because there is input about other attribute information. This behavior information is transmitted to the attribute information management device 70. It should be noted that the behavior information format may be encoded in a format that is easy to transmit without depending on the format such as XX.

[Attribute information management device]
FIG. 10 shows a functional configuration example of the attribute information management apparatus 70. The operation flow is shown in FIG. The attribute information management device 70 includes a communication interface 71, a function block 72, a total information storage unit 73 (storage unit), and a control unit 74. The functional block 72 includes a service site identification information receiving unit 721, a total information transmitting / receiving unit 722, and a total information updating unit 723. Furthermore, the total information transmission / reception unit 722 includes a reception unit 722a and a transmission unit 722b. Each part of the functional block 72 is controlled by the control means 74. The functional block 72 is connected to the network 20 via the communication interface 71. The attribute information management device 70 is realized by a predetermined program being read into a computer constituted by, for example, a ROM, a RAM, and a CPU, and the CPU executing the program.

  The total information storage unit 73 totals the identification information for identifying the service site and the total information in association with the presence / absence of input of the terminal device with respect to the attribute information requested by the service site and the behavior information indicating the departure from the service site. Remember. The service site identification information receiving unit 721 receives the identification information of the service site 10 transmitted from the terminal device 30 (step S721). The transmission unit 722a of the total information transmission / reception unit 722 acquires the total information of the service site specified by the identification information received by the service site identification information reception unit 721 from the total information storage unit 73 and transmits it to the terminal device 30 ( Step S722a).

  In addition, the reception unit 722b of the total information transmission / reception unit 722 includes the attribute names of all the attribute information of the form information that has been operated by the user and transmitted from the terminal device 30 to the service site 10, and the attribute name to which the attribute information is input ( It may be an attribute name for which attribute information has not been input, and for all attribute names for which input is requested, any information indicating which attribute name the user has input or not input may be used. Action information obtained by analyzing information related to the information is received (step S722b). The total information update unit 723 updates the total information of the same service site already stored in the total information storage unit 73 using the behavior information received by the total information transmission / reception unit 722 (step S723). The updated total information is stored in the total information storage unit 73 (step S73).

  For example, there is a new access to http://evil.com of the service site shown in FIG. 3, the behavior information includes attribute information input, and the attribute name in which the attribute information is input is “PC mail”. In the case of “address” and “credit card number”, “PC mail address: 10” in FIG. 3 is updated to “PC mail address: 11”, and “credit card number: 8” is updated to “credit card number: 9”. The

  In addition, although the example which represents reliability by total information was demonstrated, the other method is also considered. For example, the total information may be time series information. That is, for example, the aggregate information may be collected in units of one month so that the user can evaluate the aggregate information over time. In this way, by changing the method of counting the total information, it is possible to provide an appropriate degree of reliability by the user. Further, although the aggregation information has been described as a simple aggregation value, the reliability may be expressed by a statistically processed value such as an average value or a variance value or a ratio value. Further, since the service site 10 is not different from a service providing apparatus that provides a predetermined service, a description showing a specific example thereof is omitted.

[Modification 1]
In the operation described in the first embodiment, each time the terminal device 30 accesses the service site, the form information is analyzed to identify the attribute names of all the attribute information and the presence / absence of the input. This method is excellent in the accuracy of the behavior information, but requires an extra calculation amount and user effort. Therefore, a method is conceivable in which the terminal device 30 ′ stores the result of analyzing the form information of the service site accessed in the past and reuses the past analysis result.

  FIG. 12 shows an operation sequence of the idea of reusing past analysis results. FIG. 12 is a diagram in which an operation flow for reusing past form information is added to FIG. 2 describing the operation sequence of the first embodiment. Although steps S9, S10, S11, and S12 are omitted because of drawing, their operation steps are the same as those in FIG.

  After the terminal device 30 ′ presents the total information received from the attribute information management device 70 to the user (step S6), a step S40 for determining whether or not the same service has been received in the past is added. Step S40 displays on the display means whether or not the service of the service site that can be specified with the same identification information has been received in the past.

  Since the terminal device 30 'stores the form information sent to the service site when accessing the same service site in the past, it uses the stored form information for the user in step S41. Is displayed on the display means or the like. When the past form information is not used (N in step S41), the operation steps from step S7 already described in FIG. 2 are performed.

  When using past form information (Y in step S41), the analysis processing unit 324 of the terminal device 30 'analyzes the past form information, and attribute names and attribute information of all attribute information are input. Name and presence / absence of withdrawal are detected (step S43). And the server cooperation function part 323 transmits the information detected by step S43 to the attribute information management apparatus 70 (step S44).

  If the terminal device 30 'also stores the analysis result of the past form information, it is not necessary to analyze the form information again in step S43. According to the first modification, it is possible to reduce the trouble of inputting the user's attribute information and the calculation for analyzing the form information.

  The past form information and the analysis result can be easily realized by assigning and storing a storage area for storing them in the hard disk of the terminal device 30 ′, for example. The addition of step S40 and the like for determining whether or not the same service has been received in the past can be easily realized by changing the operation sequence of the control means 34. Therefore, a description showing a specific functional configuration example is omitted.

[Modification 2]
The attribute information management apparatus 70 may store the analysis result of the form information of itself or another user. In FIG. 13, when the attribute information management device 70 ′ stores the analysis result of the form information and transmits the total information to the terminal device 30 ″, the analysis result of the stored form information is also transmitted at the same time. The operation | movement sequence diagram of the modification 2 of this invention is shown.

  FIG. 13 is different from FIG. 2 describing the first embodiment in that the attribute information management device 70 ′ transmits the analysis result of the form information together with the aggregate information when transmitting the total information to the terminal device 30 ″. In step S91, the analysis result of the received form information is used when analyzing the form information, and the action information detected by analyzing the form information is transmitted from the terminal device 30 ″ to the attribute information management device 70 ′. This is different from step S92 in which the analysis result of the form information is transmitted at the same time.

According to the second modification, the terminal device 30 ″ can use the analysis result of the form information by the latest user or another user, so that the amount of calculation required for the analysis can be reduced. A description of a specific functional configuration example for the same reason as above will be omitted.
The processes described in the methods and apparatuses described in the first embodiment, the first modification, and the second modification are not only executed in time series according to the order of description, but also the processing capability of each apparatus that executes the process or It may be executed in parallel or individually as necessary.

  The processing contents in each of the above devices are described by a program. In addition, the functional configuration unit of each device may be configured by causing a predetermined program to be executed on a computer, or at least a part of these processing contents may be realized in hardware.

Claims (10)

A service request process in which a terminal device requests a service from a service site;
A service information input request transmission process in which the service site transmits a service information input request corresponding to the service request to the terminal device;
A determination process for determining whether the terminal device includes a request for inputting predefined attribute information in the received service information input request;
An identification information transmission process for transmitting identification information for identifying the service site to an attribute information management device when the determination process determines that an input request for the attribute information is included;
The attribute information management device determines whether or not to input identification information, an attribute information item requested by the service site corresponding to the identification information, and answer information corresponding to the attribute information item, and whether or not to leave the service site. Total information for storing the total information corresponding to the identification information received with respect to the terminal device, and storing the total information obtained by counting the behavior information that objectively represents the degree of reliability of the service site shown Sending process,
A total information presentation process for presenting the total information received by the terminal device to the user;
Attribute information management method including In the attribute information management method according to claim 1,
Furthermore,
An operation specifying step for specifying a transmission operation for instructing transmission of response information to the service information input request to the service site or a leave operation for instructing withdrawal from the service site;
When the identified operation is a transmission operation, the response information is acquired, and an action including the attribute information item requested to be input by the service site included in the acquired response information and the presence / absence of input of answer information corresponding to the item Detect information,
If the identified operation is a withdrawal operation, an analysis process for detecting behavior information including withdrawal from the service site;
An aggregate information update request process for transmitting the behavior information detected in the analysis process and identification information for identifying the service site to the attribute information management device;
The attribute information management device updates and stores the total information of the service site corresponding to the identification information using the received behavior information, and
An attribute information management method comprising: In the attribute information management method according to claim 2,
The attribute information management method, wherein the total information update request process is performed after the response information is transmitted to the service site or after leaving the service site. An attribute information management system including a terminal device and an attribute information management device,
The terminal device
A service request transmitter for making a service request to the service site;
A service information receiving unit that receives a service information input request corresponding to the service request from the service site;
A storage unit for storing information for specifying attribute information;
A determination unit that determines whether or not an input request corresponding to the attribute information stored in the storage unit is included in the received service information input request;
An identification information transmission unit that acquires identification information corresponding to the service site and transmits the identification information to an attribute information management device when the determination unit determines that an input request for the attribute information is included;
A total information presentation unit that presents the total information received from the attribute information management device,
The attribute information management device includes:
The identification information for identifying the service site and the action information that objectively represents the reliability of the service site indicating the presence or absence of the terminal device with respect to the attribute information requested by the service site and the departure from the service site . A total information storage unit that stores the total information in association with each other;
A receiving unit for receiving identification information from the terminal device;
A transmission unit that acquires aggregate information of a service site corresponding to the received identification information from the aggregate information storage unit, and transmits the acquired aggregate information to the terminal device;
An attribute information management system comprising: In the attribute information management system according to claim 4,
The terminal device, an operation specifying unit for specifying a transmission operation for instructing transmission of response information to the service information input request to the service site or a leaving operation for instructing to leave from the service site;
When the identified operation is a transmission operation, the response information is acquired, and an action including the attribute information item requested to be input by the service site included in the acquired response information and the presence / absence of input of answer information corresponding to the item Detect information,
When the identified operation is a withdrawal operation, an analysis processing unit that detects behavior information including withdrawal from the service site;
A total information update request unit that transmits the behavior information detected by the analysis processing unit and identification information for identifying the service site to the attribute information management device;
The attribute information management device further includes a total information update unit that updates the total information of the service site corresponding to the identification information using the received behavior information and saves the total information in the total information storage unit.
An attribute information management system characterized by that. In the attribute information management system according to claim 5,
The attribute information management system, wherein the total information update request unit operates after transmitting the response information to the service site or after leaving the service site.   The said terminal device which comprises the said attribute information management system of any one of Claim 4 thru | or 6.   The said attribute information management apparatus which comprises the said attribute information management system of any one of Claim 4 thru | or 6. Program for the function of each unit of the terminal apparatus according to claim 7, causes the computer to execute. The program for making a computer perform the function of each part of the said attribute information management apparatus described in Claim 8.