JP5706980B2 - Information processing apparatus, information processing method, and information processing program - Google Patents

Description

The present invention relates to an information processing apparatus, an information processing method and information processing program.

  In recent years, with the rapid development of the Internet, advertisement distribution via the Internet has been actively performed. As an advertisement distribution, there is one that displays, for example, an icon indicating a company, a product, or the like at a predetermined position on a web page, and transitions to an advertiser's web page when the icon is clicked. This type of advertisement distribution is called a banner advertisement or an advertisement link, but may be simply called an “advertisement” in this specification.

  In such advertisement distribution, in order to enhance the advertising effect, attribute information such as user preference, gender, age, address, occupation, etc. is registered in advance, and targeting that selectively distributes advertisements corresponding to the user attribute information Distribution is performed (for example, refer to Patent Document 1).

JP 2006-120135 A

  Information for performing the targeted distribution may be provided from the information provider to the advertisement distributor. However, the advertisement distributor often hesitates to provide the information provider with consideration for providing information without knowing how much the information provided by the information provider contributes to the advertisement distribution. Therefore, it is desirable for advertisement distributors to provide performance-reward-type information that pays compensation to the information provider afterwards, but in the case of such performance-reward-type, the advertisement distributor will change to the information provider. On the other hand, there is a risk that a false performance report will be made.

  The present application has been made in view of the above, and an object thereof is to provide an information providing apparatus, an information providing method, and an information providing program capable of determining whether or not a result report by an advertisement distributor is correct.

Information processing apparatus according to the present application, for accesses by the identification information of the dummy user to the advertisement distribution device, and the dummy processing unit for performing an output request information corresponding to the advertisement content sent from the advertisement distribution device with respect to the access An acquisition unit that acquires an access history for the advertisement distribution device from an advertisement distributor, and the output request history based on the identification information of the dummy user in the access history and the dummy user performed by the dummy processing unit And a comparison unit that compares the output request history with the identification information .

  The information providing apparatus, the information providing method, and the information providing program according to the present application have an effect that it is possible to determine whether the result report by the advertisement distributor is correct.

FIG. 1A is an explanatory diagram of an information providing method according to the embodiment. FIG. 1B is an explanatory diagram of an information providing method according to the embodiment. FIG. 2 is a diagram illustrating a configuration example of the information providing apparatus according to the embodiment. FIG. 3 is a diagram illustrating an example of the access history table. FIG. 4 is a diagram illustrating an example of the user attribute table. FIG. 5 is a diagram illustrating an example of a dummy attribute table. FIG. 6 is a flowchart illustrating a procedure of attribute information update processing by the information providing apparatus according to the embodiment. FIG. 7 is a flowchart illustrating a procedure of information providing processing by the information providing apparatus according to the embodiment. FIG. 8 is a flowchart illustrating a procedure of dummy information setting processing by the information providing apparatus according to the embodiment. FIG. 9 is a flowchart illustrating a procedure of a result report correctness determination process performed by the information providing apparatus according to the embodiment. FIG. 10 is a diagram illustrating an example of a result of the result report correctness determination process displayed on the display screen of the information providing apparatus according to the embodiment. FIG. 11 is a diagram illustrating another configuration of the information providing apparatus according to the embodiment.

  Hereinafter, a mode for carrying out an information providing apparatus, an information providing method, and an information providing program according to the present application (hereinafter referred to as “embodiment”) will be described in detail with reference to the drawings. The information providing apparatus, the information providing method, and the information providing program according to the present application are not limited by the embodiment. In the embodiment of the present application, an IP (Internet Protocol) network will be described as an example of a communication network to which the information providing apparatus is connected. However, the communication network is not limited to this. In the embodiment of the present application, a banner advertisement is described as an example of the advertisement content transmitted from the advertisement distribution device, but the advertisement content is not limited to this.

[1. (Information provision method)
An example of the information providing method according to the embodiment will be described with reference to FIGS. 1A and 1B. In the information providing method described with reference to FIGS. 1A and 1B, a user information collecting process by the information providing apparatus and a user information providing process to the advertisement distribution apparatus by the information providing apparatus are performed. In addition, in this information providing method, in addition to these processes, a result determination (result report) correctness determination process is performed. Hereinafter, these processes will be described in order.

  First, user information collection processing by the information providing apparatus will be described. As shown in FIG. 1A, the user terminal A accesses the site providing apparatus in order to acquire the web page of the site providing apparatus (step S1). A beacon (second beacon described later) is embedded in the web page of the site providing apparatus. Such a beacon has a function of allowing a user terminal that has accessed the web page of the site providing apparatus to access a transparent image or a very small image (sometimes referred to as “clear GIF”) stored in the information providing apparatus.

  The user terminal A accesses the information providing device based on the beacon embedded in the web page of the site providing device (step S2). Based on such access, the information providing apparatus specifies the access destination (here, the site providing apparatus) of the user terminal A, and associates the access destination information with the user identification information (user ID) as user information Da. Store (step S3).

  The information providing apparatus determines a psychographic attribute and a demographic attribute based on the access destination information in addition to the access destination information of the user terminal A, and uses the attribute information as user information Da to identify the user identification information and Store it in the database in association. Note that the information providing apparatus can also acquire demographic attribute information of the user who uses the user terminal A from the site providing apparatus accessed by the user terminal A.

  In this way, the information providing apparatus stores the user information in the database in association with the user identification information. The user can be identified by, for example, including the user identification information in an HTTP cookie (HyperText Transfer Protocol Cookie) exchanged between the user terminal A and the information providing apparatus. It is also possible to set a dedicated program in the user terminal and transmit user identification information from the dedicated program.

  Next, a process for providing user information to the advertisement distribution apparatus by the information providing apparatus will be described. As shown in FIG. 1A, the user terminal A accesses the advertisement distribution device (step S4). A beacon (first beacon described later) is embedded in the web page of the advertisement distribution apparatus. Such a beacon has a function of allowing a user terminal that has accessed the web page of the advertisement distribution apparatus to access a transparent image or a very small image stored in the information providing apparatus.

  The user terminal A accesses the information providing apparatus based on the beacon embedded in the web page. Based on such access, the information providing apparatus identifies the user of the user terminal A (step S5), reads the user information Da corresponding to the identified user from the database, and provides the user information Da to the advertisement distribution apparatus (step S6). The user can be identified by, for example, the HTTP cookie described above.

  When acquiring the user information Da from the information providing apparatus, the advertisement distribution apparatus selects an advertisement corresponding to the user information Da and transmits it to the user terminal A (step S7). As a result, the advertisement distribution apparatus can perform targeting distribution that selectively distributes advertisements corresponding to user information.

  By the way, in the case of the performance compensation type information provision method in which the advertisement distributor pays the information provider to the information provider afterwards according to the advertising effect by the provided information, the false advertisement from the advertisement distributor to the information provider There is a risk of performance reports. Therefore, in the information providing method according to the embodiment, is the performance report provided by the advertisement distributor a false by operating the information providing apparatus as a dummy user's user terminal (hereinafter referred to as a dummy user terminal)? Determine whether or not. Hereinafter, such false determination will be described with reference to FIG. 1B.

  First, dummy user information is set by the information providing device to the advertisement distribution device. As shown in FIG. 1B, the information providing apparatus accesses the advertisement distribution apparatus as the dummy user terminal B (step S11). As described above, a beacon (first beacon described later) is embedded in the web page of the advertisement distribution apparatus, and the information providing apparatus determines the advertisement distribution apparatus that is the access destination of the dummy user terminal B based on the beacon. Specify (step S12). Since the information providing apparatus accesses the advertisement distribution apparatus as the dummy user terminal B, the information distribution apparatus can also specify the advertisement distribution apparatus as an access destination without using the beacon.

  Next, the information providing apparatus transmits the user information Db of the dummy user to the advertisement distribution apparatus (Step S13). In the information providing apparatus, the user information Db of the dummy user and the identification information (dummy user ID) of the dummy user terminal B are associated and stored in the database. The user information Db of the dummy user is information prepared in advance by the information providing apparatus or information generated by the information providing apparatus.

  When the advertisement distribution apparatus acquires the user information Db of the dummy user from the information providing apparatus, the advertisement distribution apparatus selects an advertisement corresponding to the user information Db and transmits it to the dummy user terminal B (step S14).

  As described above, the information providing apparatus can access the advertisement distribution apparatus as a dummy user terminal, and provide the user information of the dummy user to the advertisement distribution apparatus to perform the advertisement distribution. The number of accesses to the advertisement distribution apparatus as a dummy user terminal is stored in the database of the information providing apparatus.

  Thereafter, when a performance report of the access history of the user terminal to the advertisement distribution device is transmitted from the advertisement distribution device to the information providing device (step S15), the information providing device determines whether or not the performance report is a false report. judge. Specifically, the information providing apparatus compares the dummy user access history included in the performance report transmitted from the advertisement distribution apparatus with the dummy user access history stored in the database. And when this comparison result does not correspond, it determines with the performance report transmitted from the advertisement delivery apparatus having the possibility of a false report.

  For example, when the information providing apparatus accesses the advertisement distribution apparatus 21 times as the dummy user terminal B, as shown in FIG. 1B, the number of accesses to the advertisement distribution apparatus of the dummy user terminal B is stored in the database as “21”. . In this case, when the access history of the dummy user of the dummy user terminal B included in the performance report transmitted from the advertisement distribution device is not “21”, the information providing device indicates that the performance report transmitted from the advertisement distribution device is a false report. Judge that there is a possibility. In addition, when the comparison result is not completely coincident but almost coincides, it can be determined that the performance report is not a false report.

  As described above, in the information providing method according to the present embodiment, it is possible to determine whether or not the performance report provided by the advertisement distributor is false by operating the information providing apparatus as the user terminal of the dummy user. it can.

  Note that the user information provided from the information providing apparatus to the advertisement distribution apparatus may be a part of user information stored in the database of the information providing apparatus. For example, it is good also as user information which provides one information among a psychographic attribute and a demographic attribute to an advertisement delivery apparatus.

  In the above description, when the advertisement distribution apparatus is accessed, the user information is provided to the advertisement distribution apparatus based on the beacon. However, the present invention is not limited to this. For example, the information providing apparatus can provide the updated user information to the advertisement distribution apparatus every time the user information is updated without using a beacon. Further, the information providing apparatus can collectively provide user information stored in the database to the advertisement distribution apparatus.

  Further, in the above description, the information that the user accesses the web page of the site providing apparatus and the information based on the information are used as the user information, but the user information is not limited to such information. That is, access information to a providing device that provides content to a user and information based thereon can be used as user information.

  Hereinafter, the information providing apparatus that executes the information providing method according to the present embodiment will be described in more detail with reference to FIGS.

[2. Configuration of information providing device]
Next, a configuration example of the information providing apparatus according to the embodiment will be described with reference to FIG. As illustrated in FIG. 2, the information providing apparatus 100 is connected to the advertisement distribution apparatuses 20 _{1 to} 20 _n , the site providing apparatuses 30 ₁ to 30 _n, and the user terminals 40 ₁ to 40 _n via the communication network 50. The information providing apparatus 100 is managed by an information provider, the advertisement distribution apparatuses 20 _{1 to} 20 _n are managed by different advertisement distributors, and the site providing apparatuses 30 ₁ to 30 _n are managed by a site operator.

In the following, when there is no need to distinguish between the advertisement distribution apparatuses 20 _{1 to} 20 _n , these may be collectively referred to as “advertisement distribution apparatus 20”. In addition, when there is no need to distinguish between the site providing devices 30 ₁ to 30 _n , these may be collectively referred to as “site providing device 30”. In addition, when it is not necessary to distinguish the user terminals 40 ₁ to 40 _n , these may be collectively referred to as “user terminal 40”.

  The advertisement distribution device 20 provides a web page including a banner advertisement to the user terminal 40 when accessed from the user terminal 40. A web beacon (hereinafter referred to as a first beacon) is embedded in the web page provided by the advertisement distribution device 20. The first beacon has a function of allowing the user terminal 40 that has accessed the web page of the advertisement distribution device 20 to access a transparent image or a very small image stored in the information providing device 100. The information providing apparatus 100 acquires information from the user terminal 40. Information acquired by the information providing apparatus 100 from the user terminal 40 by the first beacon includes identification information of the advertisement distribution apparatus 20 and unique access specific information that differs for each access to a web page provided by the advertisement distribution apparatus 20. Contains information.

  The site providing device 30 is a server device that provides various web pages (hereinafter may be referred to as site pages) when accessed from the user terminal 40. A web beacon (hereinafter referred to as a second beacon) is embedded in the web page provided by the site providing device 30. The second beacon has a function of allowing the user terminal 40 that has accessed the site page to access a transparent image or a very small image stored in the information providing apparatus 100, whereby the information providing apparatus 100 is Information is acquired from the user terminal 40. Information acquired by the information providing apparatus 100 from the user terminal 40 by the second beacon includes information such as identification information of the site providing apparatus 30.

  The information providing apparatus 100 is an information processing apparatus that collects the access status of the user terminal 40 to the site providing apparatus 30 and provides information to the advertisement distribution apparatus 20 based on the collection result. The information providing apparatus 100 receives access based on the second beacon from the user terminal 40 when each site page provided by the plurality of site providing apparatuses 30 is acquired by the user terminal 40. At this time, the information providing apparatus 100 exchanges the above-described HTTP cookie (simply referred to as “cookie”) and the like with the user terminal 40. As a result, the information providing apparatus 100 can identify the user terminal 40 that has accessed the site providing apparatus 30, and therefore can acquire user information of the user terminal 40 (for example, an access history of a web page). Further, the information providing apparatus 100 accepts access based on the first beacon from the user terminal 40 when each web page provided by the advertisement distribution apparatus 20 is acquired by the user terminal 40. At this time, the information providing apparatus 100 exchanges HTTP cookies and the like with the user terminal 40. As a result, the information providing apparatus 100 can identify the user terminal 40 that has accessed the web page of the advertisement distribution apparatus 20, and thus the user information of the user terminal 40 (for example, user attribute information generated based on the access history) and the like. It can be provided to the advertisement distribution apparatus 20.

  As illustrated in FIG. 2, the information providing apparatus 100 includes a communication I / F 110, a user information DB (DataBase) 120, a control unit 130, and a display unit 140. Furthermore, the control unit 130 includes a transmission unit 131, a reception unit 132, an acquisition unit 133, a request response unit 134, a dummy processing unit 135, and a comparison unit 136.

  The communication I / F 110 is an interface such as a NIC (Network Interface Card). The transmission unit 131 and the reception unit 132 of the control unit 130 transmit / receive various data to / from the advertisement distribution device 20, the site providing device 30, and the user terminal 40 connected to the communication network 50 via the communication I / F 110. .

  The user information DB 120 is, for example, a semiconductor memory device such as a RAM (Random Access Memory) or a flash memory, or a storage device such as a hard disk or an optical disk.

  The control unit 130 is realized by an integrated circuit such as an application specific integrated circuit (ASIC) or a field programmable gate array (FPGA). The control unit 130 is realized, for example, by executing a program stored in a storage device (not shown) using a RAM as a work area by a CPU (Central Processing Unit), an MPU (Micro Processing Unit), or the like. The control unit 130 realizes or executes the functions and operations of information processing described below.

[3. User information DB 120]
Next, an example of the user information DB 120 will be described with reference to FIGS. The user information DB 120 stores an access history table 120a, a user attribute table 120b, and a dummy attribute table 120c.

  First, an example of the access history table 120a will be described with reference to FIG. The access history table 120a is information indicating the history that each user terminal 40 has accessed each site providing device 30, and as shown in FIG. 3, for each "user ID", "access destination information" and "access count information". ”Is included.

  “User ID” is information for identifying a user. The “user ID” is information assigned to each user terminal 40 by the information providing apparatus 100 and is embedded in a cookie transmitted / received between the information providing apparatus 100 and the user terminal 40. In the case where a plurality of browsers are installed in the user terminal 40, the “user ID” is assigned in units of browsers, but here, in order to make the explanation easy to understand, one browser is installed in the user terminal 40. It shall be.

“Access destination information” is information indicating the site providing apparatus 30 accessed by the user terminal 40. The “access count information” is information indicating the number of times the user terminal 40 has accessed each site providing apparatus 30. In the example illustrated in FIG. 3, “access destination information” in the access history table 120a corresponds to the reference numerals attached to the site providing devices 30 ₁ to 30 _n illustrated in FIG.

In the example of the access history table 120a shown in FIG. 3, the user ID "1000" indicates the user ID of the user terminal 40 _1, the user ID "1001" indicates the user ID of the user terminal 40 _2. Further, in the example shown in FIG. 3, the user terminal 40 ₁ is a site providing device 30 ₁ accesses 10 times, indicating that no access to the site providing device 30 _1, the user terminal 40 ₂ is a site providing device 30 ₂ not accessed, shows that the 29 times the site providing device 30 _2.

  Next, an example of the user attribute table 120b will be described with reference to FIG. The user attribute table 120b includes information in which a user ID and attribute information are associated with each other. Specifically, as shown in FIG. 4, in the user attribute table 120b, for each “user ID”, “psychographic attribute” and “demographic attribute” are associated with “user ID”. User information is included.

  The “psychographic attribute” is information indicating the user's values, lifestyle, personality, preference, and the like. Here, as shown in FIG. 4, the “psychographic attributes” are classified into “car”, “bike”, “clothes”, “travel”, and the like. In the example shown in FIG. 4, “1” is associated with each category when the user's preference is relatively high, and “0” is associated with other cases, but this is limited to this. Instead, for example, the user's preference may be evaluated in three or more stages. Various changes can be made to the category type.

  The “demographic attribute” is a demographic attribute, and is divided into, for example, “gender” and “age” of the user as shown in FIG. In the example shown in FIG. 4, in the “gender” column, “1” is associated when the user is female, “2” is associated when the user is male, and the gender of the user is unknown. In this case, “0” is associated. In the “age” column, a number obtained by adding 1 to the user's age is associated, and “0” is associated when the user's age is unknown. In the example shown in FIG. 4, the gender and age of the user are described as an example. However, the present invention is not limited to this, and various demographic types such as the user's occupation, family structure, annual income, educational background, etc. Graphic attribute ".

  Next, an example of the dummy attribute table 120c will be described with reference to FIG. The dummy attribute table 120c includes information in which a dummy user ID and attribute information are associated with each other. Specifically, in the dummy attribute table 120c, for each “dummy user ID”, “device type”, “psychographic attribute”, “demographic attribute” for each “dummy user ID”, as shown in FIG. ”,“ Number of accesses ”, and“ Number of clicks ”associated with each other (hereinafter referred to as“ dummy user information ”).

  The “dummy user ID” is identification information assigned from the advertisement distribution apparatus 20 to the information providing apparatus 100 that operates as a dummy user's user terminal (hereinafter referred to as a dummy terminal), and provides information that operates as a dummy terminal. It is embedded in a cookie transmitted / received between the device 100 and the advertisement distribution device 20.

“Device type” is information indicating the advertisement distribution device 20 to which “dummy user ID” is assigned. In Figure 5, for example, "dummy user ID" as "14581" advertisement distribution device 20 assigned to is an advertisement distribution device 20 _1, "dummy user ID" as "298721" advertisement distribution device 20 assigned to the ad delivery indicates that the device 20 _2.

  “Psychographic attributes” and “Demographic attributes” are the same information as “Psychographic attributes” and “Demographic attributes” in the user attribute table 120b shown in FIG.

“Number of accesses” is information indicating the number of accesses to the advertisement distribution apparatus 20 using the corresponding “dummy user ID”. In the example shown in FIG. 5, you are shown that performing dummy user ID to access the advertisement distribution device 20 ₁ using 201 times "14581". In addition, the initial and subsequent access to the advertisement distribution device 20 ₁ is carried out by the inclusion of a "dummy user ID" acquired from the advertisement distribution device 20 ₁ by first-time access to cookies.

  “Number of clicks” is information indicating the number of times a banner advertisement transmitted from the advertisement distribution apparatus 20 accessed using the “dummy user ID” is selected. In the example shown in FIG. 5, it is shown that the banner advertisement is selected nine times for the dummy user ID “14581”. The selection of the banner advertisement is a process for requesting output of information corresponding to the banner advertisement, and is performed by accessing the advertiser's device as an access destination when the banner advertisement is clicked. The information corresponding to the banner advertisement is not limited to the advertiser's web page, but may be an email from the advertiser or other information. In the following description, it is assumed that the information corresponding to the banner advertisement is the advertiser's web page, but the present invention is not limited to this.

[4. Action (attribute information update process)]
Next, a procedure of attribute information update processing by the information providing apparatus 100 according to the embodiment will be described with reference to FIG. Such attribute information update processing is processing that is repeatedly executed by the control unit 130.

  As illustrated in FIG. 6, the acquisition unit 133 of the control unit 130 determines whether or not the reception unit 132 has received an access from the user terminal 40 by the second beacon (Step S100). In this process, when it is determined that the access from the user terminal 40 by the second beacon has not been received by the reception unit 132 (No in step S100), the acquisition unit 133 ends the attribute information update process.

  On the other hand, when it determines with the receiving part 132 having received the access from the user terminal 40 by a 2nd beacon (step S100, Yes), the acquisition part 133 is a receiving part from the user terminal 40 accessed based on the 2nd beacon. It is determined whether or not it has been acquired in step 132 (step S101). In this process, if it is determined that a cookie has been acquired (step S101, Yes), the acquisition unit 133 acquires the user ID of the user terminal 40 that has accessed based on the second beacon from the acquired cookie (step S102).

  If it is determined in step S101 that the cookie has not been acquired (No in step S101), the acquisition unit 133 generates a cookie including a new user ID that is not included in the access history table 120a. Is transmitted to the user terminal 40 that has accessed based on the second beacon (step S103).

  When the processes of steps S102 and S103 are completed, the acquisition unit 133 identifies the site providing apparatus 30 accessed by the user terminal 40 based on the second beacon (step S104). A different second beacon for each site providing device 30 is embedded in the web page provided from each site providing device 30, whereby the acquisition unit 133 identifies the site providing device 30.

Next, the acquisition unit 133 corresponds to the user ID acquired in step S102 in the access history table 120a or the user ID newly assigned in step S103, and corresponds to the site providing apparatus 30 acquired in step S104. The information to be updated is updated (step S105). For example, if the access history table 120a is in the state shown in FIG. 3, when the user terminal 40 ₁ accesses the site providing device 30 ₁ is a user ID is "1000", the access destination information site providing device The number of accesses corresponding to 30 ₁ is changed from “10” to “11”.

  Next, the acquisition unit 133 updates the user attribute table 120b based on the updated access history table 120a (step S106). Specifically, the acquisition unit 133 updates the psychographic attribute and demographic attribute of the user corresponding to the updated user ID based on the access history of the user ID updated in step S105. When the update of the user attribute table 120b is completed, the acquisition unit 133 ends the attribute information update process.

  Here, the user attribute table 120b is updated every time the access history table 120a is updated. However, the user attribute table 120b is updated every time a predetermined number of pieces of information in the access history table 120a are updated. It may be. The user attribute table 120b may be updated every time a predetermined number of pieces of information corresponding to each user ID included in the access history table 120a are updated.

Various methods can be used as a method for generating the user attribute table 120b based on the access history table 120a, in other words, a method for estimating the user attribute based on the user's access history to the website. For example, if a web page provided by the site providing device 30 ₁ is a web page that provides information about the "car", acquisition unit 133, a predetermined number of access from the user terminal 40 ₁ to a site providing device 30 ₁ if there is more, I determine that the user terminal 40 ₁ users are interested in "car". In this case, the acquisition unit 133 sets the information of “car” corresponding to the user ID “1000” to “1”. For example, when a web page provided by the site providing device 30 ₂ is a web page that provides information about the "female clothing", acquisition unit 133, the access from the user terminal 40 ₂ to the site providing device 30 ₂ but if more than a predetermined number, the user terminal 40 ₂ users interested in "clothes", determined to be a "female". In this case, “clothes” information and “sex” information corresponding to the user ID “1001” are set to “1”, respectively.

  As described above, the acquisition unit 133 acquires the user ID of the user terminal 40 and the information of the site providing device 30 accessed by the user terminal 40 from the cookie acquired from the user terminal 40 accessed based on the second beacon. Then, the acquisition unit 133 generates and updates the access history table 120a and the user attribute table 120b based on the acquired information.

  In addition, as a method for generating the user attribute table 120b based on the access history table 120a, for example, preference information (product purchase history information, site access history information, etc.) of an unspecified number of users is separately stored in the user information DB 120. It is possible to use a collaborative filtering technique for storing the user attributes and estimating user attributes based on the preference information. Further, the site providing apparatus 30 may hold demographic attributes of each user by causing each user to register as a member. At this time, when the user terminal 40 accesses the information providing apparatus 100 using the second beacon, the site providing apparatus 30 may transmit a demographic attribute corresponding to the user terminal 40 to the information providing apparatus 100. Although not shown in FIG. 3, the acquisition unit 133 of the information providing apparatus 100 may store the demographic attribute of each user received from the site providing apparatus 30 in the access history table 120a.

[5. Action (Information provision processing)]
Next, a procedure of information providing processing by the information providing apparatus 100 according to the embodiment will be described with reference to FIG. Such information provision processing is processing that is repeatedly executed by the control unit 130.

  As illustrated in FIG. 7, the request response unit 134 of the control unit 130 determines whether or not the reception unit 132 has received access from the user terminal 40 by the first beacon (step S <b> 200). In this process, when it is determined that access by the first beacon has not been received (step S200, No), the request response unit 134 ends the information provision process.

  On the other hand, when it determines with having received the access by the 1st beacon (step S200, Yes), the request response part 134 acquired the cookie from the user terminal 40 accessed based on the 1st beacon by the receiving part 132 or not. Is determined (step S201). In this process, if it is determined that the cookie has not been acquired (No at Step S201), the request response unit 134 ends the information providing process. On the other hand, if it is determined that the cookie has been acquired (step S201, Yes), the request response unit 134 acquires the user ID of the user terminal 40 that has accessed based on the first beacon from the cookie acquired by the reception unit 132 (step S201). S202).

  Next, the request response unit 134 determines whether or not the acquired user ID is a dummy user ID (step S203). In this process, when it is determined that the user ID is a dummy user ID (step S203, Yes), the request response unit 134 ends the information providing process. On the other hand, when it determines with user ID not being a dummy user ID (step S203, No), the request response part 134 identifies the advertisement delivery apparatus 20 which the user terminal 40 accessed based on a 1st beacon (step S204). . A different first beacon is embedded in each web page provided from the advertisement distribution device 20 for each advertisement distribution device 20. The first beacon is different every time each advertisement distribution device 20 is accessed from the user terminal 40. In the access URL of the first beacon, for example, information for each advertisement distribution device 20 (hereinafter referred to as device type information) and information that differs for each access of the user terminal 40 (hereinafter referred to as access specific information). ) Is included. The request response unit 134 acquires device type information and access specific information included in access data from the user terminal 40 based on the first beacon. Then, the request response unit 134 identifies the advertisement distribution device 20 accessed by the user terminal 40 based on the acquired device type information.

Next, the request response unit 134 extracts attribute information corresponding to the user ID of the user terminal 40 accessed based on the first beacon from the user attribute table 120b (step S205). For example, if the user terminal 40 that has accessed based on the first beacon is the user terminal 40 _1, as a psychographic attribute, "car", the information such as "travel", as demographic, "male", "20 years old And the like are extracted.

Next, the request response unit 134 transmits the attribute information extracted from the user attribute table 120b together with the access unique information to the advertisement distribution device 20 identified in step S204 (step S206). The advertisement distribution device 20 specifies the user terminal 40 that has accessed the web page in which the first beacon is embedded, based on the access unique information transmitted from the information providing device 100, and the information providing device with respect to the user terminal 40 A banner advertisement corresponding to the attribute information transmitted from 100 is transmitted. For example, if the user terminal 40 ₁ based on the first beacon included in the advertisement distribution device 20 _first web page is accessed, request response unit 134, the attribute information of the user corresponding to the user terminal 40 ₁ with the access specific information advertisement and transmits it to the distribution device 20 _1. Thus, the advertisement distribution device 20 ₁ can acquire the access-specific information for identifying the user terminal 40 ₁ that accessed the Web page, and attribute information of the user corresponding to the user terminal 40 ₁ that accessed the Web page , to provide a web page that contains the ad based on the attribute information of the user corresponding to the user terminal 40 ₁ to the user terminal 40 _1.

  Thus, the request response unit 134 provides the attribute information of the user terminal 40 to the advertisement distribution device 20. Thereby, the advertisement distribution device 20 can select and output an advertisement to the user terminal 40 based on the attribute information of the user terminal 40 provided from the request response unit 134.

  In the above description, the attribute information including the “psychographic attribute” and the “demographic attribute” is described as an example of information transmitted from the information providing apparatus 100 to the advertisement distribution apparatus 20, but the information is not limited thereto. is not. For example, the information transmitted from the information providing apparatus 100 to the advertisement distribution apparatus 20 may be attribute information including one of “psychographic attribute” and “demographic attribute”.

  In the above description, “psychographic attributes” and “demographic attributes” have been described as examples of user information. However, user information is not limited to these. For example, information such as browsing the website by the user and the user's action on the website (for example, answering a questionnaire, requesting a sample, requesting a material, purchasing a product, etc.) (hereinafter referred to as an action history) May be transmitted from the information providing apparatus 100 to the advertisement distribution apparatus 20 as user information. The information on the action history can be collected by the information providing apparatus 100 by embedding information on actions on the website of the site providing apparatus 30 in the second beacon, for example.

  The advertisement distribution device 20 distributes the advertisement based on the action history information acquired from the information providing device 100. For example, the advertisement distribution device 20 distributes advertisements based on behavior history information within a predetermined period (for example, one day, one week, or one month), thereby narrowing down user preferences and the like more accurately. Advertisement delivery called so-called retargeting can be performed. As a narrowing down of user preferences and the like, for example, the advertisement distribution apparatus 20 presents an ink banner advertisement to the user who bought the printer, and presents a loan banner advertisement to the user who requested the apartment materials. As a result, the click rate (CTR) and the conversion (CVR) can be increased. The information providing apparatus 100 receives information based on behavior history information (for example, information recommending that the advertisement distribution apparatus 20 distribute ink banner advertisements or information recommending distribution of loan banner advertisements) as user information. May be notified to the advertisement distribution apparatus 20.

[6. Action (Dummy information setting process)]
Next, a procedure of dummy information setting processing by the information providing apparatus 100 according to the embodiment will be described with reference to FIG. The dummy information setting process is a process executed by the control unit 130, and is a process executed in units of the advertisement distribution device 20 that is an access target by the dummy user information.

  As shown in FIG. 8, the dummy processing unit 135 of the control unit 130 selects a dummy user (step S300). Specifically, the dummy processing unit 135 determines whether to select a new dummy user (step S301). When a new dummy user is selected (step S301, Yes), the dummy processing unit 135 causes the transmission unit 131 to access the advertisement distribution apparatus 20 corresponding to the generation-target dummy user (step S302). In this process, the information providing apparatus 100 operates as a dummy terminal, and the information providing apparatus 100 accesses the advertisement distribution apparatus 20.

  Next, the dummy processing unit 135 extracts a cookie from the response from the advertisement distribution apparatus 20 received by the receiving unit 132 in response to the access in step S302, and acquires a dummy user ID included in the cookie (step). S303). As described above, the dummy user ID is identification information assigned from the advertisement distribution apparatus 20 to the information providing apparatus 100 that operates as a dummy terminal.

  In addition, the dummy processing unit 135 accesses the advertisement distribution device 20 based on the first beacon received by the reception unit 132 in response to the access in step S302, and also device type information and access specific information from the first beacon. Is acquired (step S304).

  Next, the dummy processing unit 135 generates dummy user information including the dummy user ID acquired in the process of step S303 and the device type information acquired in the process of step S304, and adds the dummy user information to the dummy attribute table 120c ( Step S305). As shown in FIG. 5, the dummy user information is information including “psychographic attributes” and “demographic attributes”, and the dummy processing unit 135 includes attribute information including “psychographic attributes” and “demographic attributes”. Is generated. Then, the dummy processing unit 135 generates dummy user information by associating the generated attribute information with the dummy user ID and device type information.

  Here, the dummy processing unit 135 obtains information on each category of “psychographic attribute” and “demographic attribute” and information on each category of “psychographic attribute” and “demographic attribute” included in the user attribute table 120b. Generate based on For example, the dummy processing unit 135 generates attribute information having a tendency similar to the attribute information included in the user attribute table 120b as the attribute information of the dummy user information. The dummy processing unit 135 randomly assigns information (for example, “1” or “0” for “car”) to each category of “psychographic attribute” and “demographic attribute”. Thus, the attribute information of the dummy user information can also be generated.

  On the other hand, in step S301, when the dummy processing unit 135 does not select a new dummy user (No in step S301), the dummy processing unit 135 selects dummy user information set in the dummy attribute table 120c. Then, the dummy processing unit 135 reads the dummy user ID corresponding to the selected dummy user information from the dummy attribute table 120c, and accesses the advertisement distribution apparatus 20 using the cookie including the read dummy user ID (step) S306).

  Next, the dummy processing unit 135 accesses the advertisement distribution device 20 based on the first beacon received by the receiving unit 132 in response to the access in step S306, as in the process of step S305, and also the first beacon. Information on the device type and access specific information are acquired from the server (step S307).

  When the processes of steps S305 and S307 are completed, the dummy processing unit 135 reads the corresponding dummy user attribute information from the dummy attribute table 120c to the advertisement distribution apparatus 20, and acquires the access specific information acquired in step S302 or step S307. At the same time, the data is transmitted from the transmission unit 131 (step S308).

  As described above, the dummy processing unit 135 accesses the advertisement distribution device 20 as a dummy terminal, and provides the attribute information and access specific information of the dummy terminal to the advertisement distribution device 20. As a result, the advertisement distribution apparatus 20 identifies the dummy terminal based on the access specific information, and selects and outputs a banner advertisement to the dummy terminal based on the dummy terminal attribute information provided from the dummy processing unit 135. The dummy processing unit 135 determines whether or not the banner advertisement output from the advertisement distribution device 20 has been received by the receiving unit 132 (step S309).

  In the process of step S309, when it is determined that the banner advertisement is received from the advertisement distribution device 20 by the reception unit 132 (Yes in step S309), the dummy processing unit 135 selects a banner advertisement transmitted from the advertisement distribution device 20. Whether or not (step S310). The dummy processing unit 135 performs the probability of selecting the banner advertisement with a random probability. As described above, the selection of the banner advertisement is a process corresponding to a click of the banner advertisement by making an output request for the web page corresponding to the advertisement content.

  If it is determined that the banner advertisement is to be selected (Yes at Step S310), the dummy processing unit 135 selects the banner advertisement transmitted from the advertisement distribution device 20 (Step S311). Specifically, the dummy processing unit 135 accesses an advertiser's web page as an access destination when a banner advertisement transmitted from the advertisement distribution device 20 is clicked.

  In the process of step S310, when it is determined that the banner advertisement is not selected (step S310, No), or when the process of step S311 ends, the dummy processing unit 135 updates the dummy attribute table 120c (step S310). S312). Specifically, the dummy processing unit 135 increments the “number of accesses” in the dummy attribute table 120c corresponding to the dummy user ID acquired in the process of step S303 or the dummy user ID used for the access in the process of step S306. If the process of step S311 is performed, the “number of clicks” is further incremented.

In step S306, the dummy processing unit 135 generates a predetermined number of dummy user information for each of the advertisement distribution devices 20 _{1 to} 20 _n . For example, the dummy processing unit 135 generates the number of dummy user information corresponding to the number of user information included in the user attribute table 120b for each of the advertisement distribution devices 20 _{1 to} 20 _n .

  In the above description, the dummy processing unit 135 generates the attribute information at the timing when the dummy user ID is acquired. However, the present invention is not limited to this. For example, the dummy processing unit 135 can generate the attribute information of the dummy user information in advance before acquiring the dummy user ID. By doing in this way, since the dummy process part 135 should just perform the process which assigns the attribute information produced | generated previously to the acquired dummy user ID, it can transmit the attribute information to the advertisement delivery apparatus 20 rapidly. .

[7. Action (result report correctness judgment)]
Next, with reference to FIG. 9, a result report correctness determination procedure by the information providing apparatus 100 according to the embodiment will be described. The result report correctness determination is a process executed by the control unit 130 and is a process executed in units of the advertisement distribution device 20.

  As illustrated in FIG. 9, when the acquisition unit 133 of the control unit 130 receives performance report information that is a history of access to the advertisement distribution device 20 from the advertisement distributor of the advertisement distribution device 20 by the reception unit 132, the result is It is determined whether report information has been acquired from the receiving unit 132 (step S400). The advertisement distributor can also transmit the performance report information from the advertisement distribution device 20 to the information providing device 100, and can also transmit the performance report to the information providing device 100 from a device other than the advertisement distribution device 20. You can also

  In the performance report information, the ratio of the number of user selections (clicks) to the number of advertisement distributions (number of impressions) using the user information provided by the information providing apparatus 100, so-called CTR (Click Through Rate) information Is included for each user ID. The information provided from the information providing apparatus 100 includes not only user information related to the actual user but also user information related to the dummy user by the above-described dummy information setting process. In addition to the banner advertisement selection by the actual user, the information providing apparatus 100 selects the banner advertisement from the dummy user by the above-described dummy information setting process. Therefore, the performance report information transmitted from the advertisement distributor includes CTR information for the dummy user.

  If it is determined in step S400 that the actual report information has not been acquired (No in step S400), the acquisition unit 133 ends the result report determination process. On the other hand, when it determines with having acquired performance report information from the receiving part 132 (step S400, Yes), the acquisition part 133 sets dummy user information corresponding to the advertisement delivery apparatus 20 of the advertisement delivery company which transmitted performance report information as dummy. Read from the attribute table 120c and calculate the CTR corresponding to the dummy user (step S401). Here, the acquisition unit 133 reads the “access count” information and the “click count” information from the dummy attribute table 120c, and divides the “click count” information by the “access count” information. The CTR corresponding to the dummy user is calculated. For example, when the dummy attribute table 120c is in the state shown in FIG. 5, the CTR corresponding to the dummy user whose dummy user ID is “14581” is 9 ÷ 201 = 0.045.

  Next, the comparison unit 136 compares the performance report information provided by the advertisement distributor that operates the advertisement distribution apparatus 20 with the CTR corresponding to the dummy user (step S402). For example, when the dummy attribute table 120c is in the state shown in FIG. 5, the CTR corresponding to the dummy user whose dummy user ID is “14581” is 0.045 as described above. In this case, if the CTR corresponding to the dummy user whose dummy user ID is “14581” included in the performance report information provided from the advertisement distributor operating the advertisement distribution device 20 is not 0.045, the comparison unit 136 It is determined that the performance report information and the CTR corresponding to the dummy user do not match. Further, even when the CTR corresponding to the dummy user whose dummy user ID is “14581” is not included in the performance report information, the comparison unit 136 determines that the performance report information and the CTR corresponding to the dummy user do not match. To do.

  In addition, when the performance report information provided from the advertisement distribution company which manages the advertisement distribution apparatus 20 is all the results, the comparison unit 136 includes all the dummy corresponding to the advertisement distribution apparatus 20 targeted for the result report correctness determination. Regarding user information, the CTR calculated by the acquisition unit 133 is compared with the CTR included in the performance report information. Then, the comparison unit 136 determines the ratio of dummy users in which the CTR and the performance report information calculated by the acquisition unit 133 match the CTR, the ratio of the degree of CTR matching for each dummy user, and the like. On the other hand, when the performance report information provided from the advertisement distributor operating the advertisement distribution device 20 is a sampled performance report, the acquisition unit 133 calculates the dummy user information included in the performance report information. The CTR is compared with the CTR included in the performance report information. And the comparison part 136 determines the ratio of the dummy user in which CTR calculated by the acquisition part 133, performance report information, and CTR correspond, the ratio of the degree of coincidence of CTR with respect to each dummy user, etc. similarly to the above. When the performance report information provided from the advertisement distributor operating the advertisement distribution apparatus 20 is a sampled performance report, if the performance report information does not include a dummy user, the comparison unit 136 performs a dummy process. The transmission request of the performance report information to the advertisement delivery apparatus 20 is executed with respect to the unit 135.

  Next, the comparison unit 136 displays the processing result of step S402 on the display unit 140 (step S403). Here, the result of the result report correctness determination process displayed on the display unit 140 will be specifically described with reference to FIG. As shown in FIG. 10, on the display screen 141 of the display unit 140, as a result of the result report correctness determination process, “device type”, “result information”, “report information” corresponding to each “dummy user ID”. "And" comparison result "information are displayed in a list. The “dummy user ID” and “device type information” are the same information as the “dummy user ID” and “device type information” in the dummy attribute table 120c.

  “Actual information” is information on the result of access to the advertisement distribution apparatus 20 by the information providing apparatus 100, and includes “number of accesses”, “number of clicks”, and “CTR”. Of the “result information”, “number of accesses” and “number of clicks” are the same information as “number of accesses” and “number of clicks” in the dummy attribute table 120c. In addition, “CTR” in “result information” is a CTR corresponding to each dummy user calculated by the acquisition unit 133 in step S401 described above.

  “Report information” is performance report information transmitted from the advertisement distributor, and includes information of “CTR”. The comparison unit 136 extracts “dummy user ID” and “CTR” from the performance report information, and displays “CTR” information in the corresponding “dummy user ID” column.

  The “comparison result” is information indicating the ratio of “CTR” of “report information” to “CTR” of “result information”. For example, in the dummy user ID “14581”, “CTR” of “result information” is “0.045”, and “CTR” of “report information” is “0.045”. Therefore, “100%” is displayed in the “comparison result”. For the dummy user ID whose “comparison result” is “100%”, this means that “result information” and “report information” match. On the other hand, in the dummy user ID “398721”, “CTR” of “result information” is “0.028”, and “CTR” of “report information” is “0.001”. Therefore, “3.6%” is displayed in the “comparison result”. For a dummy user ID whose “comparison result” is less than “100%”, “result information” and “report information” do not match, which means that there is a possibility of report error or false report.

  As described above, since the result of the result report correctness determination process is displayed on the display screen 141 of the display unit 140, the operator of the information providing apparatus 100 can easily determine whether the result report information provided from the advertisement distributor is correct. Can be determined. The control unit 130 stops providing information to the advertisement distribution device 20 or reports to the advertisement distribution device 20 when there is a possibility of a report error or false report of the performance report information provided from the advertisement distribution company. Alert information can also be sent.

Returning to FIG. 9, the description of the unauthorized use determination process will be continued. As shown in FIG. 9, when the process of step S403 ends, the dummy processing unit 135 updates the ratio of dummy user information to user information for each advertisement distribution device 20 (step S404). Specifically, the dummy processing unit 135 determines whether the CTR and the performance report information calculated by the acquiring unit 133 match the CTR, the proportion of dummy users corresponding to the CTR, the proportion of CTR matching for each dummy user, etc. Increase or decrease the percentage of dummy user information. For example, when the ratio of the degree of coincidence CTR for each dummy user is 50%, the dummy processing unit 135 increases the dummy user information for the advertisement distribution device 20 _3. That is, the dummy unit 135, thereby increasing the proportion of the dummy user information to the user information to be provided subject to the advertisement distribution device 20 _3. Also, then, if the ratio of the degree of coincidence of CTR for each dummy user falls below 50%, the dummy processing unit 135 decreases the dummy user information for the advertisement distribution device 20 _3.

  In the above description, the comparison unit 136 has been described as comparing the CTR calculated by the acquisition unit 133 with the CTR included in the performance report information in step S402. However, the comparison target may be the number of selections (clicks) of the banner advertisement instead of the CTR. For example, when the performance report information provided from the advertisement distributor includes the number of user selections (clicks) for the banner advertisement, the acquisition unit 133 reads the information of “clicks” from the dummy attribute table 120c. Then, the comparison unit 136 compares the number of user selections included in the result report information with the “number of clicks” read by the acquisition unit 133.

[8. Another configuration of communication I / F]
In the example illustrated in FIG. 2, the advertisement distribution apparatus 20 is accessed by one communication I / F 110, but the information providing apparatus 100 is configured to access the advertisement distribution apparatus 20 using a plurality of communication I / Fs. May be configured. FIG. 11 is a diagram illustrating another configuration of the information providing apparatus 100 according to the embodiment.

  As shown in FIG. 11, the other configuration of the information providing apparatus 100 includes a communication I / F 110 and a communication I / F 111 as the communication I / F. Communication I / F 110 and communication I / F 111 are assigned different communication addresses (for example, IP addresses and domain names).

  When operating the information providing apparatus 100 as an information providing apparatus that provides information to the advertisement distribution apparatus 20, the transmission section 131 and the reception section 132 of the control unit 130 use the communication I / F 110 to transmit the advertisement distribution apparatus 20. Send and receive data to and from. On the other hand, the transmission unit 131 and the reception unit 132 of the control unit 130 communicate with the advertisement distribution device 20 using the communication I / F 111 when the information providing device 100 is operated as a dummy terminal for the advertisement distribution device 20. Send and receive data with.

  Therefore, in the information providing apparatus 100 configured as shown in FIG. 11, different communication addresses can be used when the information providing apparatus 100 is operated as an information providing apparatus and when the information providing apparatus 100 is operated as a dummy terminal. .

[9. effect〕
As described above, in the information providing apparatus 100 according to the embodiment, a user terminal that accesses a web page (corresponding to an example of content) provided by a plurality of site providing apparatuses 30 (corresponding to an example of providing apparatus). 40 user identification information (user ID) and user information related to the user, a dummy user identification information (dummy user ID), and a user information DB 120 storing user information related to the dummy user. Then, the transmission unit 131 transmits the information stored in the user information DB 120 to the advertisement distribution device 20, and the dummy processing unit 135 accesses the advertisement distribution device 20 with the dummy user identification information, and for this access An output request for information (for example, a web page) corresponding to the advertisement content transmitted from the advertisement distribution device 20 is made, and the acquisition unit 133 acquires a history of access to the advertisement distribution device 20 from the advertisement distribution company, and the comparison unit 136. However, the output request history based on the dummy user identification information in the access history is compared with the output request history based on the dummy user identification information performed by the dummy processing unit 135.

  Thereby, the information providing apparatus 100 according to the embodiment can compare the result actually obtained by the advertisement distribution apparatus 20 with the performance report provided by the advertisement distribution company. Whether or not the performance report (result report) is correct can be determined. Therefore, in the performance-compensation-type information provision in which the advertisement distributor pays the information provider to the information provider afterward for the results provided by the information provider, the information provider reported that the advertisement distributor illegally reported the performance. Can be easily grasped. In addition, by notifying the advertisement distributor that operates the advertisement distribution apparatus 20 that it is possible to detect unauthorized use by a dummy user, it is possible to exert an effect of restraining false report from the advertisement distributor. Is possible.

  Further, in the information providing apparatus 100 according to the embodiment, the user information DB 120 stores different dummy user identification information and user information corresponding to each of the plurality of advertisement delivery apparatuses 20, and the dummy processing unit 135 includes a plurality of dummy processing units 135. Access to each of the advertisement distribution apparatuses 20 by using different dummy user identification information is performed.

  Thereby, the information providing apparatus 100 according to the embodiment can monitor an unauthorized performance report with respect to the plurality of advertisement distribution apparatuses 20.

  Further, in the information providing apparatus 100 according to the embodiment, the dummy processing unit 135 increases or decreases the number of dummy user information based on the comparison result by the comparison unit 136.

  Thereby, the information provision apparatus 100 which concerns on embodiment can increase dummy user information with respect to the advertisement delivery apparatus 20 which may have made the false performance report, for example, and the accuracy of the result report correctness determination Can be improved.

  In addition, the information providing apparatus 100 according to the embodiment has a communication address different from the communication address at which the transmission unit 131 transmits the information stored in the user information DB 120 to the advertisement distribution apparatus 20, and uses the dummy user ID to the advertisement distribution apparatus 20. to access.

  As a result, the information providing apparatus 100 according to the embodiment uses an advertisement distribution apparatus with different communication addresses when operating as an apparatus that provides information to the advertisement distribution apparatus 20 and when accessing the advertisement distribution apparatus 20 as a dummy terminal. 20 can communicate. Therefore, it is possible to reduce the possibility that the advertisement distribution apparatus 20 recognizes that the information providing apparatus 100 operates as a dummy terminal, and it is possible to further exert a check effect on the advertisement distribution apparatus 20. The information providing apparatus 100 can also use a plurality of communication addresses when accessing the advertisement distribution apparatus 20 as a dummy terminal.

[10. Others]
In the above embodiment, the advertisement content transmitted from the advertisement distribution device 20 to the user terminal 40 is described as a banner advertisement. However, the advertisement content is not limited to the banner advertisement. For example, the advertisement content transmitted from the advertisement distribution device 20 to the user terminal 40 may be a video advertisement, a text advertisement, a voice advertisement, or the like.

  Moreover, in the said embodiment, the example by which a web beacon was embedded in the web page provided by the site provision apparatus 30 was shown. However, the second beacon may be embedded in an HTML mail (equivalent to an example of content) such as a mail magazine distributed to the user terminal 40 by the mail providing apparatus. As a result, the information providing apparatus 100 can collect user information also from the user terminal 40 that has received the HTML mail, and thus can determine the attribute information of the user with higher accuracy.

  In the above embodiment, an example in which the information providing apparatus 100 and the site providing apparatus 30 are managed by different companies or the like has been described. However, the information providing apparatus 100 and the site providing apparatus 30 may be managed by the same company or the like.

  As described above, some of the embodiments of the present application have been described in detail with reference to the drawings. However, these are merely examples, and various modifications, including the aspects described in the disclosure section of the invention, based on the knowledge of those skilled in the art, It is possible to implement the present invention in other forms with improvements.

  Further, the information providing apparatus 100 described above may be realized by a plurality of server computers, and depending on functions, an external platform or the like may be realized by calling an API (Application Programming Interface) or network computing. Can be changed flexibly.

  In the above-described embodiment, an example in which attribute information is transmitted from the information providing apparatus 100 to the advertisement distribution apparatus 20 has been described. However, the information transmitted from the information providing apparatus 100 to the advertisement distribution apparatus 20 may be, for example, access history information included in the access history table 120a or dummy user access history information. In this case, the advertisement distribution device 20 selects and distributes the advertisement based on the access history information and the dummy user access history information.

  In the above-described embodiment, the user attribute table 120b has been described assuming that the attribute information is divided as shown in FIG. However, the user attribute table 120b may be divided into different types for each advertisement distribution device 20. Thereby, the attribute information according to each advertisement delivery apparatus 20 can be provided. Further, in this case, the dummy attribute table 120c is similarly divided into the type divisions for each advertisement distribution apparatus 20 so as to be the same division as the user attribute table 120b.

  In the above embodiment, the access history table 120a is described as including the number of accesses for each site providing device 30. However, the access history table 120a may include the number of accesses for each web page of each site providing apparatus 30. In this way, user attribute information can be determined with higher accuracy. In this case, the acquisition unit 133 counts the number of accesses for each web page of each site providing device 30. The count for each web page can be realized, for example, by including the identification information of the web page in addition to the identification information of the site providing device 30 in the second beacon.

  Moreover, in the said embodiment, it demonstrated as what provides the attribute information based on this access history to the advertisement delivery apparatus 20, acquiring the access history to the site provision apparatus 30 by the user terminal 40 sequentially. However, when a certain amount of user information is allocated to each advertisement distribution device 20, attribute information based on an access history at a certain point in time may be provided to the advertisement distribution device 20.

100 Information providing apparatus 20 _{1 to} 20 _n (20) Advertisement distribution apparatus 30 ₁ to 30 _n (30) Site providing apparatus 40 ₁ to 40 _n (40) User terminal 120 User information DB
120a access history table 120b user attribute table 120c dummy attribute table 130 control unit 131 transmission unit 132 reception unit 133 acquisition unit 134 request response unit 135 dummy processing unit 136 comparison unit

Claims (3)

A dummy processing unit that accesses the advertisement distribution apparatus according to the identification information of the dummy user and makes an output request for information corresponding to the advertisement content transmitted from the advertisement distribution apparatus for the access;
An acquisition unit for acquiring a history of access to the advertisement distribution device from an advertisement distributor;
A comparing unit that compares the output request history based on the dummy user identification information in the access history with the output request history based on the dummy user identification information performed by the dummy processing unit;
An information processing apparatus comprising: An information providing method executed by a computer,
A dummy processing step of accessing the advertisement distribution apparatus according to the identification information of the dummy user and requesting output of information corresponding to the advertisement content transmitted from the advertisement distribution apparatus for the access;
An acquisition step of acquiring a history of access to the advertisement distribution device from an advertisement distributor;
Of the access history provided by the advertisement distributor, the output request history based on the dummy user identification information is compared with the output request history based on the dummy user identification information performed in the dummy processing step. Comparison process
An information processing method comprising: A dummy processing procedure for accessing the advertisement distribution apparatus according to the identification information of the dummy user and requesting output of information corresponding to the advertisement content transmitted from the advertisement distribution apparatus for the access;
An acquisition procedure for acquiring a history of access to the advertisement distribution device from an advertisement distributor;
Of the access history provided by the advertisement distributor, the output request history based on the dummy user identification information and the output request history based on the dummy user identification information performed by the dummy processing procedure are compared. Comparison procedure and
An information processing program for causing a computer to execute.

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