JP6167812B2 - Electronic leaflet recommendation system, electronic leaflet recommendation server, electronic leaflet recommendation method and program - Google Patents

Description

  The present invention relates to an electronic leaflet recommendation system, an electronic leaflet recommendation server, an electronic leaflet recommendation method, and a program.

A mechanism for recommending a product purchased or viewed by another user in relation to a product selected by a user on a home page is known (see, for example, Patent Document 1).
There is also known an electronic leaflet distribution system that distributes an electronic leaflet to a terminal device and allows the terminal device to view the electronic leaflet (see, for example, Patent Document 2).

JP 2003-167901 A JP 2013-109771 A

  With the above background, if you can recommend other electronic leaflets related to products that users are impressed among the products posted on electronic leaflets, electronic leaflets will be used more effectively. This is preferable.

However, in the case of electronic leaflets, for example, there are the following problems.
In the technique described in Patent Literature 1, since a user explicitly specifies a product that is highly interesting to the user by an operation of selecting a product, it is possible to determine a product to be recommended based on the specified product. it can.
On the other hand, an electronic leaflet is a format in which a plurality of products are posted in one image, for example, a format in which a link is provided for each product. It is common.
For this reason, even if the user is paying attention to one of the many posted contents in the electronic flyer, the posted content cannot be specified explicitly. It is difficult to determine other electronic leaflets that should be recommended based on the posted content that is focused on.

  This invention is made in view of such a situation, and it aims at enabling it to determine the other electronic leaflet which should be recommended based on the publication content which the user noted in the electronic leaflet.

  In order to solve the above-described problem, an electronic leaflet recommendation system as one aspect of the present invention includes a terminal device and an electronic leaflet recommendation server, and the terminal device responds to a predetermined operation on an image of the displayed electronic leaflet. An attention area determination unit that determines an attention area in the image of the electronic flyer and transmits attention area information indicating the determined attention area to the electronic flyer recommendation server via the network, A tag table storage unit for storing a tag table in which a tag corresponding to the content posted on the e-mail and a position in the image of the electronic flyer on which the content corresponding to the tag is posted are associated with each electronic flyer to be distributed And a tag corresponding to the content posted in the attention area indicated by the attention area information received from the terminal device. An attention history information management unit for acquiring attention history information obtained from a tag table stored in a bull storage unit and storing attention history information in which the acquired tag is associated with a user of the terminal device in the attention history information storage unit; and the attention history information storage unit For each tag content stored in the attention history information stored in the tag, a tag processing unit that sets the importance according to the degree of attention of the user with respect to the corresponding posted content, and the importance is set by the tag processing unit Based on the result of collating the contents of each tag that has been matched with the contents of the tag stored in the tag table for each electronic leaflet to be distributed stored in the tag table storage unit, the electronic leaflet to be distributed to the user An electronic leaflet recommendation system comprising a recommended electronic leaflet determination unit that determines a recommended electronic leaflet to be recommended.

  In the electronic leaflet recommendation system, the attention area determination unit may determine an attention area in the displayed electronic leaflet according to an operation of enlarging an image of the displayed electronic leaflet.

  In the electronic leaflet recommendation system, the attention area determination unit may determine an attention area in the displayed electronic leaflet according to an operation of cutting out a part of the displayed electronic leaflet image.

  The electronic leaflet recommendation server as one aspect of the present invention provides a tag corresponding to the content posted on the electronic leaflet and a position in the image of the electronic leaflet on which the content corresponding to the tag is posted for each electronic leaflet to be distributed. A tag table storage unit for storing a tag table stored in association with the received information, and attention area information indicating an attention area in the electronic flyer image determined according to a predetermined operation on the displayed electronic flyer image from the terminal device Then, a tag corresponding to the content posted in the attention area indicated by the received attention area information is acquired from the tag table stored in the tag table storage unit, and the attention history in which the acquired tag is associated with the user of the terminal device Attention history information management unit for storing information in attention history information storage unit, and attention history information stored in the attention history information storage unit For each tag content to be delivered, a tag processing unit that sets the importance according to the degree of attention of the user with respect to the corresponding posted content, and the content of each tag for which the importance is set by the tag processing unit, Based on the result of collating the contents of the tag stored in the tag table for each electronic leaflet to be distributed stored in the tag table storage unit, a recommended electronic leaflet to be recommended to the user from among the electronic leaflets to be distributed And a recommended electronic leaflet determination unit for determination.

An electronic flyer recommendation method as one aspect of the present invention is an electronic flyer recommendation method in an electronic flyer recommendation system including a terminal device and an electronic flyer recommendation server, and the terminal device includes:
The attention area determination unit determines an attention area in the electronic flyer image according to a predetermined operation on the displayed electronic flyer image, and sends attention area information indicating the determined attention area to the electronic flyer recommendation server via the network. The electronic flyer recommendation server includes a step in which the attention history information management unit includes a tag corresponding to the content posted on the electronic flyer and a position in the image of the electronic flyer on which the content corresponding to the tag is posted; The tag corresponding to the content posted in the attention area indicated by the attention area information received from the terminal device is acquired from the tag table in which the information is stored for each electronic leaflet to be distributed, and the acquired tag is stored in the terminal apparatus. Storing the attention history information associated with the user in the attention history information storage unit, and the tag processing unit includes the attention history For each tag content stored in the attention history information stored in the information storage unit, the step of setting the importance according to the level of the user's attention level with respect to the corresponding posted content, and the recommended electronic flyer determination unit, Based on the result of collating the contents of each tag whose importance is set by the tag processing unit with the contents of the tag stored in the tag table for each electronic flyer to be distributed stored in the tag table storage unit, Determining a recommended electronic leaflet to be recommended to the user from among the electronic leaflets.

  An electronic flyer recommendation method according to an aspect of the present invention includes: attention area information indicating an attention area in an electronic flyer image determined by a attention history information management unit according to a predetermined operation on the displayed electronic flyer image; An electronic flyer in which a tag corresponding to the content posted on the electronic flyer and the content corresponding to the tag are posted to the tag corresponding to the content posted in the attention area indicated by the received attention area information received from the device The position in the image is acquired from a tag table stored in association with each electronic leaflet to be distributed, and the attention history information storing the acquired tag in association with the user of the terminal device is stored in the attention history information storage unit And the tag processing unit, for each tag content stored in the attention history information stored in the attention history information storage unit, The step of setting the importance according to the level of the user's attention level, the recommended electronic leaflet determination unit stores the contents of each tag whose importance is set by the tag processing unit, and the tag table storage unit Determining a recommended electronic leaflet to be recommended to the user from among the electronic leaflets to be distributed, based on the result of collating the contents of the tags stored in the tag table for each electronic leaflet to be distributed.

  The program as one aspect of the present invention receives, from a terminal device, attention area information indicating an attention area in an image of the electronic leaflet determined according to a predetermined operation on the displayed electronic leaflet image. The tag corresponding to the content posted in the attention area indicated by the attention area information is distributed with the tag corresponding to the content posted on the electronic leaflet and the position in the image of the electronic leaflet where the content corresponding to the tag is posted. Attention history information management step of acquiring from the tag table stored in association with each target electronic flyer, and storing attention history information in which the acquired tag is associated with the user of the terminal device in the attention history information storage unit, For each tag content stored in the attention history information stored in the attention history information storage unit, the user for the corresponding posted content Tag processing step for setting the importance according to the level of attention, the contents of each tag for which the importance is set by the tag processing step, and the tag for each electronic flyer to be distributed stored in the tag table storage unit This is for executing a recommended electronic leaflet determination step of determining a recommended electronic leaflet to be recommended to the user from among electronic leaflets to be distributed, based on the result of collating the contents of the tags stored in the table.

  As described above, according to the present invention, it is possible to determine an electronic leaflet to be recommended based on the posted content that the user has paid attention to in the electronic leaflet.

It is a figure which shows the structural example of the electronic leaflet delivery system in this embodiment. It is a figure which shows the example of a format of the image of the electronic leaflet in this embodiment. It is a figure which shows the example of a display mode of the image of the electronic leaflet in the screen of the terminal device in this embodiment. It is a figure explaining the 1st example of the attention area determination method in this embodiment. It is a figure explaining the 2nd example of the attention area determination method in this embodiment. It is a figure which shows the structural example of the terminal device in this embodiment. It is a figure which shows the structural example of the electronic leaflet delivery server in this embodiment. It is a figure which shows the structural example of the electronic leaflet data which the electronic leaflet data storage part in this embodiment memorize | stores. It is a figure which shows the structural example of the tag table which the tag table memory | storage part in this embodiment memorize | stores. It is a figure which shows the structural example of the attention history information which the attention history information storage part in this embodiment memorize | stores. It is a flowchart which shows the example of a process sequence performed when a terminal device determines an attention area | region with the determination method as a 1st example. It is a flowchart which shows the example of a process sequence performed when a terminal device determines an attention area | region with the determination method as a 2nd example. It is a flowchart which shows the example of a process sequence regarding attention history information management which an electronic leaflet delivery server performs according to reception of attention area information. It is a flowchart which shows the example of a process sequence for an electronic leaflet delivery server to determine the electronic leaflet which should be recommended to a user.

[Configuration example of electronic leaflet distribution system]
FIG. 1 shows a configuration example of an electronic leaflet distribution system (an example of an electronic leaflet recommendation system) in the present embodiment. The electronic leaflet distribution system shown in the figure is configured by connecting an electronic leaflet distribution server 100 (an example of an electronic leaflet recommendation server) and a terminal device 200 so as to communicate with each other via a network 300. Although not shown in the figure, a plurality of terminal devices 200 corresponding to a plurality of users are connected to the electronic leaflet distribution server 100 via the network 300.

The electronic leaflet distribution server 100 distributes the electronic leaflet to the terminal device 200. An electronic leaflet is a digitized leaflet such as a newspaper insert. The electronic leaflet distribution server 100 stores electronic leaflet data provided by the advertiser.
An electronic flyer browsing application is installed in the terminal device 200. The user selects an electronic leaflet by an operation on an electronic leaflet browsing application that operates on the terminal device 200, and performs an operation of instructing browsing of the selected electronic leaflet. In response to this operation, the terminal device 200 requests the electronic leaflet distribution server 100 for the electronic leaflet selected by the operation. The electronic leaflet distribution server 100 transmits the requested electronic leaflet to the requesting terminal device 200.
The terminal device 200 displays the received electronic leaflet on the display unit. Thereby, the user can browse the selected electronic leaflet.

Here, in the electronic leaflet distributed by the electronic leaflet distribution server 100, a region (distribution target region) where the electronic leaflet is to be distributed is specified. On the other hand, in the electronic leaflet browsing application, position information corresponding to the area of the leaflet that the user wants to browse is registered.
When the electronic leaflet distribution server 100 distributes the electronic leaflet to the terminal device 200, the electronic leaflet distribution server 100 selects and distributes the electronic leaflet corresponding to the distribution target area including the position indicated by the position information registered in the electronic leaflet browsing application to the terminal device 200. can do.

  Further, in the electronic leaflet distribution system using the electronic leaflet distribution server 100 and the terminal device 200 in the present embodiment, the electronic leaflet displayed on the terminal device 200 recommends other electronic leaflets related to the product noted by the user to the user. be able to. Hereinafter, the configuration for this will be described. Here, the other electronic leaflet related to the product noticed by the user is, for example, an electronic leaflet on which a product having the same or high relationship as that noted by the user is posted.

[Example of electronic flyer format]
With reference to FIG. 2, an example of an electronic leaflet format distributed by the electronic leaflet distribution server in the present embodiment will be described.
In the figure, an image of display image data used for display on the terminal device 200 is shown as image data corresponding to one electronic leaflet. In the image of one electronic leaflet, a plurality of products are posted so as to be allocated to each frame. In the example of the figure, an example in which 16 products from products A to P are posted is shown.

  In the electronic leaflet shown in the figure, for example, the position in the image is represented by XY coordinates with the upper left vertex of the rectangular image as the reference coordinate p (0, 0). In the figure, the coordinates of the upper right vertex of the image are represented by p (n, 0), and the coordinates of the lower left vertex of the image are represented by p (0, m). That is, the position in the image of the electronic leaflet shown in the figure is expressed by coordinates based on a combination of 0-n X coordinate values corresponding to the horizontal direction and 0-m Y coordinate values corresponding to the vertical direction.

Note that there are cases where a plurality of pieces of image data for display of electronic flyers having the same image content and different resolutions are prepared. In such a case, the maximum value n of the X coordinate values and the maximum value m of the Y coordinate values differ depending on the resolution of the display image data.
In addition, among the image data for display of an electronic leaflet, for example, one having a high resolution, an image corresponding to one electronic leaflet may be divided and managed. In FIG. 1, as shown by lines L <b> 1 and L <b> 2, an example in which an image of one electronic leaflet is divided into four parts by dividing each of the middle point in the horizontal direction and the middle point in the vertical direction into two parts. Yes. Thus, even if the image of one electronic leaflet is divided into a plurality of images, the coordinates of each divided image are 0 to n corresponding to the image of one electronic leaflet, as shown in FIG. It is expressed by coordinates based on a combination of an X coordinate value and a Y coordinate value of 0 to m.

[Determination method of attention area: first example]
In the electronic leaflet distribution system of the present embodiment, in order to recommend other electronic leaflets related to the product that the user is paying attention from among the products posted on the electronic leaflet, Therefore, it is necessary to identify the product that the user is paying attention to.
In the present embodiment, the product that the user is paying attention is specified by determining the area (the attention area) that the user is paying attention to in the electronic leaflet.
Therefore, a first example as a method for determining a region of interest will be described with reference to FIGS. 3 and 4.

FIG. 3 shows an example of an initial display mode when the image of the electronic leaflet of FIG. 2 is displayed on the terminal device 200. As shown in the figure, on the screen SC, the image of the electronic leaflet is displayed at a predetermined magnification corresponding to the initial display. In the figure, an example is shown in which the left and right parts of the entire image of the electronic leaflet protrude from the screen SC and are not displayed.
In the following description, a case where the screen SC of the terminal device 200 is combined with a touch panel, and an operation by touching the screen SC with an operating body such as a finger or a stylus pen is taken as an example. .

The user can move the image of the electronic leaflet in an arbitrary direction by a slide operation or a flick operation on the screen SC. As a result, it is possible to display an area that has not been displayed by protruding from the screen SC.
Further, the user can reduce the image displayed on the screen SC by, for example, a pinch-in operation on the screen SC. Further, the user can enlarge an image displayed on the screen SC by, for example, a pinch-out operation on the screen SC.

  In the present embodiment, when a time during which the electronic leaflet image has been stationary without performing an operation of moving the image of the electronic flyer at a certain magnification or higher continues for a certain time or longer, a predetermined predetermined value on the screen SC is used. The area portion of the image of the electronic leaflet that falls within the area range is determined as the attention area.

As a specific example, FIG. 4 shows a state where an image of the same electronic leaflet as that in FIG. 3 is enlarged and displayed on the screen SC to a certain enlargement ratio.
For example, after the terminal device 200 enters the electronic leaflet image display state shown in FIG. 4, the electronic leaflet image display state is changed by an operation such as movement, enlargement, or reduction of the next electronic leaflet image. Measure time to time. And the time measured in this way is the time which the state of the electronic leaflet image shown in FIG. 4 was continuously maintained while the electronic leaflet image was still displayed. When the measured time is equal to or longer than a certain time (for example, about several tens of seconds), the terminal device 200 was within the attention area corresponding range RM when the electronic leaflet image was stationary as shown in FIG. The region of the electronic flyer image is determined as the region of interest. The attention area corresponding range RM is a predetermined area on the screen SC.

  In the figure, an example in which the user is interested in the product I among the products posted on the electronic leaflet is specifically shown. In other words, since the user is interested in the product I, the image of the electronic leaflet is moved so that the image portion of the product I is easily visible on the screen SC, and the details of the product I can be seen. The result of enlarging and displaying the image of the electronic leaflet is shown. Then, in the display state shown in the figure, the image of the electronic leaflet that falls within the attention area corresponding range RM in the figure because the user browsed with the image stationary to confirm the details about the product I. Is determined as a region of interest.

  The position of the attention area determined as described above is represented as follows as an example. That is, the position of the attention area in the image of the electronic flyer is, for example, the reference coordinates Op that is the coordinates of the position corresponding to the upper left vertex of the attention area corresponding range RM by a rectangle and the upper right of the attention area corresponding range RM from the reference coordinates Op. The horizontal size SH up to the coordinates corresponding to the vertices and the vertical size SV from the reference coordinates Op to the coordinates corresponding to the lower left vertex of the attention area corresponding range RM can be represented.

  Here, the position to be determined as the attention area corresponding range RM on the screen SC is not particularly limited, but in FIG. 4, a position slightly shifted from the middle in the vertical direction of the screen SC is determined as the attention area corresponding range RM. An example is shown. This is based on the premise that the position that the user can easily see on the vertically long screen is not the center of the screen but slightly above the center. By determining the position of the attention area corresponding range RM in this way, the attention area can be determined more accurately.

[Area of Interest Region Determination Method: Second Example]
Next, a second example of the attention area determination method in the present embodiment will be described. In the electronic leaflet browsing application of the present embodiment, it is possible to perform a clipping operation of clipping a part of the image of the entire electronic leaflet. The image cut out by the cut-out operation can be used as a shopping memo by pasting it on an application such as another memo linked with the electronic leaflet browsing application.
And as a 2nd example of the determination method of an attention area, the image part of the electronic leaflet cut out by clipping operation is also determined as an attention area.

FIG. 5 shows an example of a clipping operation screen for performing an operation of clipping an electronic leaflet from an image of the electronic leaflet displayed on the screen SC. As shown in the figure, the clipping operation screen is arranged at a position where the clipping frame FL is fixed on the screen SC with respect to the image of the electronic leaflet.
On the cutout operation screen, the user can perform operations such as moving, enlarging, and reducing the image of the electronic leaflet by operating the screen SC. The user adjusts the position and size of the electronic flyer image so that the image portion desired to be cut out from the electronic flyer image fits in the cutout frame FL while performing operations such as moving, enlarging, and reducing the electronic flyer image. To do. Then, when the user confirms that the image portion to be cut out fits in the cutout frame FL, the user performs an operation on the cutout button BT1. The cut-out button BT1 is a button for performing an operation for instructing cut-out of the image portion of the electronic leaflet contained in the cut-out frame FL.

  In response to an operation performed on the cutout button BT1, the electronic leaflet browsing application that operates on the terminal device 200 cuts out the image portion of the electronic leaflet contained in the cutout frame FL (specifically, image copy processing) The clipped image (cutout image) is stored in a predetermined storage area in the storage unit. By storing the clipped image in this way, for example, other applications that cooperate with the electronic leaflet browsing application can be used.

  In addition, in the present embodiment, an operation on the cutout button BT1 is performed to cut out the image as described above, and the image portion of the electronic leaflet that is contained in the cutout frame FL is determined as the attention area.

Even when the attention area is determined as described above, the position of the attention area can be expressed as follows.
That is, the position of the region of interest in the image of the electronic flyer corresponds to, for example, the reference coordinate Op that is a coordinate corresponding to the upper left vertex of the cutout frame FL by a rectangle, and the upper right vertex of the cutout frame FL from the reference coordinate Op. The horizontal size SH up to the coordinates and the vertical size SV from the reference coordinates Op to the coordinates corresponding to the lower left vertex of the cut-out frame FL can be represented.

As shown in FIG. 2, the electronic leaflet is image data of an image including the contents posted on one leaflet, and includes, for example, a linked image data such as one web page. is not. That is, the displayed electronic leaflet cannot be operated to select a product by a click operation performed by the user on a web page or the like.
Therefore, as described with reference to FIGS. 4 and 5, in this embodiment, the attention area on the electronic leaflet is determined according to the user's operation on the image of the electronic leaflet. Thereby, it is possible to determine which image portion in the electronic leaflet is the posted content that the user has particularly viewed among the posted content in the electronic leaflet. Here, the content posted in the electronic leaflet is related to any product. Therefore, determining the attention area corresponds to specifying the product that the user has focused on.

  The terminal device 200 generates attention area information indicating the attention area determined as described above, and transmits the generated attention area information to the electronic flyer distribution server 100. In the present embodiment, the attention area information includes attention area position information indicating the position of the attention area, a flyer ID of an electronic flyer including the determined attention area, and a user ID of the user of the terminal device 200. Furthermore, when the attention area is determined by the attention area determination method as the first example illustrated in FIG. 4, the attention area information includes the attention time. The attention time is a continuation time of a stationary state measured for an image of an electronic leaflet that has been displayed in a stationary state for a predetermined time or more corresponding to the determination of the attention region.

The electronic leaflet distribution server 100 accumulates the received attention area information for each user. The accumulated attention area information for each user is stored as attention history information in the electronic leaflet distribution server 100.
Moreover, the electronic leaflet distribution server 100 creates a tag table that associates a tag (metadata) extracted based on the posted content with a position (posting position) posted on the electronic leaflet for each electronic leaflet to be distributed. I remember it.
The electronic leaflet distribution server 100 determines a recommended electronic leaflet to be recommended to the corresponding user based on the attention history information and the tag table, and transmits the determined recommended electronic leaflet data to the user terminal device 200.

[Configuration example of terminal device]
Of the electronic leaflet distribution server 100 and the terminal device 200 constituting the electronic leaflet distribution system, the terminal device 200 will be described first.
FIG. 6 shows a configuration example corresponding to the electronic leaflet recommendation function in the terminal device 200 of the present embodiment. A terminal device 200 shown in the figure includes a communication unit 201, a control unit 202, an operation unit 203, and a display unit 204.

The communication unit 201 communicates with the electronic leaflet distribution server 100 via the network 300.
The control unit 202 executes various controls in the terminal device 200. The function of the control unit 202 is realized by, for example, a CPU (Central Processing Unit) in the terminal device 200 executing a program as an electronic leaflet browsing application.

The control unit 202 includes an electronic leaflet display control unit 221 and an attention area determination unit 222 corresponding to the electronic leaflet recommendation function.
The electronic leaflet display control unit 221 displays the electronic leaflet on the display unit 204 in the manner illustrated in FIG. 4 or FIG. 5 using the electronic leaflet data transmitted from the electronic leaflet distribution server 100.

The attention area determination unit 222 determines the attention area in the electronic leaflet image in accordance with a predetermined operation on the displayed electronic leaflet image. Also, the attention area determination unit 222 transmits attention area information indicating the determined attention area to the electronic leaflet distribution server 100 via the network 300.
Specifically, as illustrated in FIG. 4, the attention area determination unit 222 enlarges the electronic flyer image displayed on the screen SC of the display unit 204 by a certain amount as a result of the operation on the electronic flyer image of the user. When the state of being displayed at a rate and being kept stationary continues for a certain period of time or longer, the area portion of the image of the electronic leaflet that falls within the attention area corresponding range RM is determined as the attention area.
Further, as described with reference to FIG. 5, the attention area determination unit 222 performs the image portion of the electronic leaflet that is contained in the clipping frame FL in response to the clipping operation of the image of the electronic leaflet on the clipping operation screen. Is determined as a region of interest.

The operation unit 203 collectively indicates operators and operation devices provided in the terminal device 200. The operation unit 203 includes a touch panel combined with the screen SC of the display unit 204, for example. The control unit 202 executes processing according to the operation performed on the operation unit 203.
The display unit 204 displays an image of the electronic leaflet according to the control of the electronic leaflet display control unit 221.

[Configuration example of electronic flyer delivery server]
FIG. 7 shows a configuration example related to the electronic leaflet recommendation function in the electronic leaflet distribution server 100.
The electronic leaflet distribution server 100 shown in the figure includes a communication unit 101, an electronic leaflet transmission unit 102, an attention history information management unit 103, a tag processing unit 104, a recommended electronic leaflet determination unit 105, and a storage unit 106.

The communication unit 101 executes communication with the terminal device 200 via the network 300.
The electronic leaflet transmission unit 102 transmits an electronic leaflet.
Specifically, the electronic leaflet transmission unit 102 transmits the electronic leaflet to be distributed read from the electronic leaflet data storage unit 161 to the terminal device 200 in order to distribute the electronic leaflet. Further, the electronic leaflet transmission unit 102 reads the electronic leaflet determined as the recommended electronic leaflet by the recommended electronic leaflet determination unit 105 from the electronic leaflet data storage unit 161 and transmits the electronic leaflet to the terminal device 200 in order to recommend the electronic leaflet.

  The attention history information management unit 103 acquires a tag corresponding to the content posted in the attention area indicated by the attention area information received from the terminal device 200 from the tag table stored in the tag table storage unit 162. The attention history information management unit 103 stores attention history information in which the acquired tag is associated with the user of the terminal device 200 in the attention history information storage unit 163.

The tag processing unit 104 sets, for each tag content stored in the attention history information stored in the attention history information storage unit 163, an importance level corresponding to the degree of attention of the user with respect to the corresponding posted content.
The recommended electronic leaflet determination unit 105 stores the contents of each tag whose importance is set by the tag processing unit 104 and the contents of the tag stored in the tag table for each electronic leaflet to be distributed stored in the tag table storage unit 162. Based on the collation result, a recommended electronic leaflet to be recommended to the user is determined from among the electronic leaflets to be distributed.

  The storage unit 106 stores various information used in the electronic leaflet distribution server 100. The storage unit 106 includes an electronic leaflet data storage unit 161, a tag table storage unit 162, and an attention history information storage unit 163 corresponding to the electronic leaflet recommendation function.

The electronic leaflet data storage unit 161 stores data of electronic leaflets to be distributed (electronic leaflet data).
The tag table storage unit 162 stores a tag table. In correspondence with each electronic leaflet to be distributed, the tag table stores a tag indicating the content posted on the electronic leaflet and a position in the image of the electronic leaflet on which the content indicated by the tag is posted. It is a table.
The attention history information storage unit 163 stores attention history information. The attention history information management unit 103 acquires a tag corresponding to the content posted in the attention area indicated by the attention area information received from the terminal device 200 from the tag table storage unit 162. The attention history information is information in which the tag acquired by the attention history information management unit 103 is associated with the user of the terminal device.

FIG. 8 is a diagram illustrating an example of the structure of electronic leaflet data stored in the electronic leaflet data storage unit 161.
As shown in the figure, the electronic leaflet data has a structure including an area for storing each information of the leaflet ID, the leaflet data, and the distribution target area for each electronic leaflet.
The leaflet ID area stores a leaflet ID that uniquely identifies the corresponding electronic leaflet.

The flyer data area stores flyer data, which is image data used to display a corresponding electronic flyer.
In the figure, an example in which thumbnail image data and N pieces of display image data 1 to N are stored as leaflet data is shown.

The thumbnail image data is image data used to display a thumbnail image of an electronic flyer on the list screen when, for example, a list of electronic flyers is displayed on the terminal device 200.
The display image data 1 to N are image data used to display an image of an electronic leaflet on the screen SC of the terminal device 200 as exemplified in FIGS. 4 and 5. Each of the display image data 1 to N is an image having the same image content as a leaflet but having different resolutions. In addition, as described with reference to FIG. 2, when one flyer image is divided in an image having a certain resolution or higher, each divided image is included in the display image data 1 to N. .

The area of the distribution target area stores information on the distribution target area indicating the area where the corresponding electronic leaflet should be distributed.
In the figure, a case where the information on the distribution target area is a zip code is taken as an example. In this case, one or more postal codes corresponding to the area to be distributed are stored in the area of the distribution target area. The distribution target area may be indicated based on, for example, a ward or a municipality in addition to the zip code.

FIG. 9 shows an example of the structure of the tag table stored in the tag table storage unit 162.
The tag table in the figure is provided corresponding to each leaflet ID. One tag table corresponds to the electronic leaflet specified by the corresponding leaflet ID.
In one tag table, each area of the advertiser related tag and the posted content corresponding tag is associated with the leaflet ID.

  The advertiser-related tag area stores an advertiser-related tag related to a store or the like that is an advertiser of the electronic leaflet specified by the corresponding flyer ID. For example, in the advertiser-related tag area, character strings such as a store name and a store location are stored as advertiser-related tags.

The posted content corresponding tag area stores a tag corresponding to the posted content in the electronic leaflet specified by the corresponding leaflet ID.
The posted content corresponding tag area includes one or more tag areas and an area in the leaflet position associated with each tag area.
In the tag area, a character string extracted from the contents of the electronic flyer is stored as a tag. The position in the leaflet stores the position in the leaflet indicating the position in the image of the electronic leaflet from which the corresponding tag is extracted.
The tag corresponding to the posted contents in the tag table shown in the figure is an electronic leaflet with a leaflet ID of 000001 and a cabbage character string is posted in an area corresponding to the coordinates of (X1, Y1), and (X2, Y2) It shows that the character string of the egg is published in the area corresponding to the coordinates.

In such a tag table, the advertiser-related tag stored in the advertiser-related tag area may use, for example, information such as store name and location provided by the advertiser.
Moreover, the combination of the tag stored in the area | region of a publication content corresponding | compatible tag and the position in a leaflet can be obtained as follows, for example. That is, a significant character string is extracted from the image of the electronic leaflet by performing image analysis such as OCR (Optical Character Recognition) on the image data of the electronic leaflet. Then, the extracted character string is used as a tag, and the coordinates representing the region where the character string as the tag is extracted in the image of the electronic leaflet may be set as the position in the leaflet.
In addition, what is necessary is just to set it as the center position of the area | region range of the image of the electronic leaflet where the extracted tag was published as a coordinate representing the area | region where the character string as a tag was extracted, for example.

FIG. 10 shows a structure example of attention history information stored in the attention history information storage unit 163. The attention history information shown in the figure includes a table corresponding to each user ID. That is, attention history information is managed for each user.
In the attention history information, one line (one record) in the table corresponding to one user ID is unit history information generated in response to one reception of attention area information. One unit history information includes areas of each information of flyer ID, attention time, and tag.

The flyer ID area stores the flyer ID of the electronic flyer displayed on the terminal device 200 when the attention area indicated by the corresponding attention area information is determined. That is, the leaflet ID of the electronic flyer including the attention area indicated by the corresponding attention area information is stored.
The attention time area indicates the time during which the image of the electronic leaflet remains stationary when the attention area is determined by the method of the first example described with reference to FIG. In the case of the unit history information corresponding to the attention area information determined by the method of the second example described with reference to FIG. 5, it is not necessary to store significant information in the attention time area.
The tag area stores one or more tags extracted from the image of the electronic leaflet corresponding to the posted contents in the attention area indicated by the corresponding attention area information.

  The attention history information management unit 103 refers to the tag table associated with the same leaflet ID included in the received attention area information in response to receiving one attention area information. The attention history information management unit 103 acquires, from the referenced tag table, a tag in which the coordinates indicated by the position information in the leaflet are included in the area range indicated by the attention area position information included in the received attention area information.

The attention history information management unit 103 stores flyer IDs and attention times included in the received attention area information, and tags acquired from the tag table as flyer IDs, attention times, and tags in the unit history, respectively. Generate history information.
Then, the attention history information management unit 103 adds the generated unit history information to the attention history information of the same user ID that is included in the received attention area information in the attention history information stored in the attention history information storage unit 163. Is newly stored. Thus, every time attention area information is received by the electronic leaflet distribution server 100, attention history information is accumulated.

[Example of processing procedure]
Next, an example of a processing procedure executed when the terminal device 200 determines a region of interest by the determination method as the first example described with reference to FIG. 4 will be described with reference to the flowchart of FIG.
The attention area determination unit 222 in the terminal device 200 changes the stationary state of the electronic flyer image by an operation of moving, enlarging, or reducing the image when the image of the electronic flyer being displayed has a certain enlargement ratio. It waits to do (step S101-NO). The attention area determination unit 222 measures the time (attention time) during which the image of the electronic leaflet continues to stand still while waiting for a change in the image of the electronic leaflet.
As the image of the electronic leaflet changes from the stationary state (step S101—YES), the attention area determining unit 222 determines whether or not the time during which the electronic leaflet image has been stationary is equal to or longer than a certain value. (Step S102).
When the time during which the image of the electronic flyer has been stationary is less than a certain time (step S102—NO), the attention area determination unit 222 ends the process illustrated in FIG.
On the other hand, when the time during which the image of the electronic leaflet has been stationary is equal to or longer than a certain time (step S102—YES), the attention area determination unit 222 executes the following processing.

  In other words, the attention area determination unit 222 determines, as the attention area, the image portion of the electronic leaflet that is within the attention area corresponding range RM when the electronic leaflet image is stationary (step S103). For this purpose, for example, the attention area determination unit 222 retains information about the image portion of the electronic leaflet that is within the attention area corresponding range RM when the image of the electronic leaflet is stationary. The attention area may be determined using the stored information.

  Next, the attention area determination unit 222 generates attention area position information indicating the position of the attention area determined in step S103 (step S104). The attention area determination unit 222, for example, as described with reference to FIG. 4, includes the reference coordinates Op that is the coordinates of the image of the electronic leaflet corresponding to one predetermined vertex in the attention area corresponding range RM, and the attention area corresponding range RM. It is represented by a horizontal size SH and a vertical size SV corresponding to each size in the horizontal and vertical directions. The attention area determination unit 222 may generate attention area position information as information including the reference coordinates Op, the horizontal size SH, and the vertical size SV.

  Next, the attention area determination unit 222, in step S104, the user ID registered in the electronic flyer browsing application, the flyer ID of the electronic flyer (the electronic flyer that has been displayed) that has been determined as the attention area. Attention area information including the generated attention area position information and attention time is generated (step S105). The attention time here is the time that was measured while waiting for the electronic flyer image to change in step S101, and the electronic flyer image was kept stationary without any particular operation. It is.

  The attention area determination unit 222 transmits the attention area information generated in step S105 from the communication unit 201 to the electronic leaflet distribution server 100 via the network 300 (step S106).

Next, an example of a processing procedure executed when the terminal device 200 determines the attention area by the determination method as the second example described with reference to FIG. 5 will be described with reference to the flowchart of FIG.
The attention area determination unit 222 in the terminal device 200 waits for an operation to instruct image clipping as an operation on the clipping button BT1 or the like while the clipping operation screen illustrated in FIG. 5 is displayed. (Step S201-NO).
Then, the attention area determination unit 222 executes the following process in response to determining that an operation for instructing image clipping has been performed (step S201—YES).

  That is, the attention area determination unit 222 determines, as an attention area, an image portion of an electronic leaflet that fits in the clipping frame FL when an operation for instructing image clipping is performed (step S202).

  Next, the attention area determination unit 222 generates attention area position information indicating the position of the attention area determined in step S202 (step S203). The attention area determination unit 222 in this case, for example, as described in FIG. 5, the reference coordinates Op that is the coordinates of the image of the electronic leaflet corresponding to one predetermined vertex in the cutout frame FL, and the horizontal of the cutout frame FL. And a horizontal size SH and a vertical size SV corresponding to each size in the vertical direction. The attention area determination unit 222 generates attention area position information as information including the reference coordinates Op, the horizontal size SH, and the vertical size SV.

The attention area determination unit 222, the user ID registered in the electronic flyer browsing application, the flyer ID of the electronic flyer (the electronic flyer that has been displayed) that has been determined as the attention area, and the attention generated in step S203. The attention area information including the area position information is generated (step S204). Note that when the attention area is determined by the determination method of the second example, the attention time may not be included in the attention area information.
The attention area determination unit 222 transmits the attention area information generated in step S204 from the communication unit 201 to the electronic leaflet distribution server 100 via the network 300 (step S205).

With reference to the flowchart of FIG. 13, an example of a processing procedure related to attention history information management executed by the electronic leaflet distribution server 100 in response to reception of attention area information from the terminal device 200 will be described.
The attention history information management unit 103 in the electronic flyer distribution server 100 waits for the attention region information transmitted from the terminal device 200 to be received by the communication unit 101 (step S301—NO).

The attention history information management unit 103 executes the following process in response to reception of attention area information (step S301—YES).
That is, the attention history information management unit 103 acquires a tag corresponding to the leaflet ID and attention region position information included in the received attention region information from the tag table stored in the tag table storage unit 162 (step S302). .
Specifically, the attention history information management unit 103 acquires a flyer ID and attention area position information from the attention area information received corresponding to step S301. The attention history information management unit 103 searches the tag table corresponding to the acquired leaflet ID from the tag table having the structure illustrated in FIG.
Next, the attention history information management unit 103 acquires a tag corresponding to the position in the leaflet included in the position range of the attention area indicated by the attention area position information from the posted content corresponding tag area in the searched tag table.
Further, the attention history information management unit 103 acquires each tag stored in the advertiser-related tag area in the searched tag table.
In step S302, the attention history information management unit 103 acquires a tag from each of the posted content corresponding tag area and the advertiser-related tag area as described above.

  The attention history information management unit 103 generates unit history information including the flyer ID and attention time acquired from the attention area information and the tag acquired in step S302 (step S303).

  The attention history information management unit 103 applies the unit history information generated in step S303 to the attention history information corresponding to the user ID included in the attention area information received corresponding to step S301 in the attention history information storage unit 163. Is newly stored (step S304). With this processing, every time attention area information is received from the terminal device 200, attention history information in the attention history information storage unit 163 is accumulated.

Note that, for example, when the user browses the same product in the same electronic leaflet, paying attention to the same product many times, attention region information indicating the same position of the same region as the leaflet ID is transmitted from the terminal device 200. Is done. In such a case, the tags acquired in step S302 corresponding to the attention area information received at different timings are the same.
Even if the browsed electronic leaflets are different, if the user browses paying attention to the same product, the character strings of the tags acquired in step S302 may be the same.
Therefore, in the attention history information for each user, the same tag may be stored among a plurality of unit history information. The fact that the same tag is stored among a plurality of unit history information in the attention history information indicates that the portion of the electronic leaflet on which the product corresponding to the tag is noticed is viewed multiple times.

Next, an example of a processing procedure for the electronic leaflet distribution server 100 to determine an electronic leaflet (recommended electronic leaflet) to be recommended to the user will be described with reference to the flowchart of FIG.
In the process shown in FIG. 5, for example, the electronic leaflet distribution server 100 receives a recommended electronic leaflet request transmitted by the terminal device 200 in response to an operation for instructing the terminal device 200 to display a recommended electronic leaflet. It may be executed in accordance with The recommended electronic leaflet request includes the user ID registered in the electronic leaflet browsing application that operates on the terminal device 200 that is the transmission source of the recommended electronic leaflet request.

  The tag processing unit 104 in the electronic leaflet distribution server 100 stores the unit history stored in the attention history information corresponding to the user ID of the user to whom the electronic leaflet should be recommended (recommendation target user) from the attention history information storage unit 163. All tags are acquired from each piece of information (step S401).

The tag processing unit 104 sets the importance for each tag content acquired in step S401 (step S402).
Among the tags acquired in step S401, there may be a case where a plurality of tags having the same character string or the like and contents that may be regarded as equivalent are duplicated. In the process of step S402, the tag processing unit 104 classifies the tags acquired in step S401 according to the contents by collecting the tags with overlapping contents into one.
And the tag process part 104 sets the importance for every content of the classified tag. The degree of importance is determined based on the degree of attention of the user with respect to the contents of the electronic flyer corresponding to the contents of each tag.

The high degree of attention of the user with respect to the contents posted on the electronic flyer can correspond to the following indices, for example.
For example, the high degree of attention of the user with respect to the contents posted on the electronic flyer can correspond to the overlap of the same contents in the tag stored in the attention history information.
The fact that there are many duplicate tag contents in the attention history information means that the posted contents corresponding to the tag contents are viewed many times with interest by the user regardless of whether the electronic flyers are the same or not. Means that Accordingly, among the tag contents stored in the attention history information, the more the tag content is, the higher the user's attention is on the content posted on the electronic flyer corresponding to the tag content, and the higher the importance is It can be said.
Therefore, the tag processing unit 104 can set the importance for each tag content according to the duplication of the tag content classified from the tag acquired in step S401.

Moreover, the height of the user's attention level with respect to the posted contents of the electronic leaflet can correspond to the attention time stored in the unit history information of the attention history information, for example.
The longer attention time means that the user is interested in the contents of the tag stored in the same unit history information and is browsing for a long time. Therefore, it can be said that as the attention time is longer, the user's attention to the content of the electronic flyer included in the corresponding attention area is higher.
Therefore, the tag processing unit 104 can set a high importance level for the contents of the tags stored in the same unit history information as the attention time stored in the unit history information becomes longer.

Moreover, the high degree of attention of the user with respect to the contents posted on the electronic flyer can correspond to the enlargement rate of the image of the electronic flyer displayed when the attention area is determined by the terminal device 200.
The fact that the enlargement rate is high can be considered that the user was interested in seeing detailed information. Therefore, it can be said that the higher the enlargement rate of the image of the electronic leaflet, the higher the degree of attention of the user with respect to the posted content of the electronic leaflet included in the corresponding attention area.
In this case, information on the enlargement ratio of the image of the electronic leaflet when the corresponding attention area is determined is included in the attention area information. Further, the attention history information management unit 103 includes the enlargement rate included in the received attention area information when generating unit history information in response to the reception of attention area information.
In addition, the tag processing unit 104 may set a higher importance level for the contents of the tags stored in the same unit history information as the enlargement rate stored in the unit history information increases.

For example, the tag processing unit 104 may set the importance level of the tag content based only on the overlapping number of the tag content described above, and may further combine at least one of the attention time and the expansion rate. You may set the importance of the tag content. Furthermore, the importance level of the tag content may be set in combination with another index corresponding to the degree of attention of the user with respect to the posted content of the electronic flyer.
In addition, the tag processing unit 104 may exclude the contents of a tag whose importance is below a certain level from the importance setting target.
Further, the importance may be expressed as a numerical value indicating a score. Alternatively, the importance may be expressed as a priority order.

Next, the recommended electronic leaflet determination unit 105 compares the contents of each tag whose importance is set in step S402 with the contents of the tag stored in the tag table stored in the tag table storage unit 162. To determine a recommended electronic leaflet (step S403).
As a specific example of step S <b> 403, the recommended electronic leaflet determination unit 105 sets the rank in the tag table stored in the tag table storage unit 162 according to the order in which more tags with higher importance contents are stored.
Here, as described with reference to FIG. 9, the tag table stored in the tag table storage unit 162 corresponds to each electronic leaflet to be distributed. Accordingly, setting the rank for each tag table as described above corresponds to assigning a rank to each electronic leaflet to be distributed.

Next, the recommended electronic leaflet determination unit 105 selects a position (for example, latitude, longitude) where the distribution target area stored in the electronic leaflet data is designated by the recommendation target user from among the electronic leaflets that are ranked as described above. Electronic leaflets that do not contain (not shown) are excluded from recommended electronic leaflets.
In addition, the recommended electronic leaflet determination unit 105 determines a predetermined number of electronic leaflets as candidates for the remaining recommended electronic leaflets as recommended electronic leaflets according to the descending order. Here, for example, when the list screen of recommended electronic leaflets is displayed on the terminal device 200, the predetermined number can be determined according to the number of recommended electronic leaflets that can be displayed on the list screen.
For example, the recommended electronic leaflet determination unit 105 can determine the recommended electronic leaflet by the above processing.

The electronic leaflet transmission unit 102 acquires the electronic leaflet data of the electronic leaflet determined as the recommended electronic leaflet in step S403 from the electronic leaflet data storage unit 161, and transmits the acquired electronic leaflet data to the terminal device 200 of the recommendation target user. (Step S404).
The terminal device 200 can display, for example, a list of recommended electronic leaflets in a predetermined manner using the received electronic leaflet data. Also, the recommended electronic leaflet selected from the list of recommended electronic leaflets can be displayed in the manner as shown in FIG.

  As described above, depending on the present embodiment, it is possible to determine an electronic leaflet to be recommended based on the posted content noted by the user in the electronic leaflet. Then, for example, an electronic leaflet highly relevant to a product that is of interest to the user can be presented to the user as a recommended electronic leaflet.

  A program for realizing the functions of the electronic leaflet distribution server 100 or the terminal device 200 described above is recorded on a computer-readable recording medium, and the program recorded on the recording medium is read into a computer system and executed. Accordingly, the electronic leaflet distribution server 100 or the terminal device 200 may be processed. Here, “loading and executing a program recorded on a recording medium into a computer system” includes installing the program in the computer system. The “computer system” here includes an OS and hardware such as peripheral devices. Further, the “computer system” may include a plurality of computer devices connected via a network including a communication line such as the Internet, WAN, LAN, and dedicated line. The “computer-readable recording medium” refers to a storage device such as a flexible medium, a magneto-optical disk, a portable medium such as a ROM and a CD-ROM, and a hard disk incorporated in a computer system. As described above, the recording medium storing the program may be a non-transitory recording medium such as a CD-ROM. The recording medium also includes a recording medium provided inside or outside that is accessible from the distribution server in order to distribute the program. The code of the program stored in the recording medium of the distribution server may be different from the code of the program that can be executed by the terminal device. That is, the format stored in the distribution server is not limited as long as it can be downloaded from the distribution server and installed in a form that can be executed by the terminal device. Note that the program may be divided into a plurality of parts, downloaded at different timings, and combined in the terminal device, or the distribution server that distributes each of the divided programs may be different. Furthermore, the “computer-readable recording medium” holds a program for a certain period of time, such as a volatile memory (RAM) inside a computer system that becomes a server or a client when the program is transmitted via a network. Including things. The program may be for realizing a part of the functions described above. Furthermore, what can implement | achieve the function mentioned above in combination with the program already recorded on the computer system, what is called a difference file (difference program) may be sufficient.

DESCRIPTION OF SYMBOLS 100 Electronic leaflet delivery server 101 Communication part 102 Electronic leaflet transmission part 103 Attention history information management part 104 Tag processing part 105 Recommended electronic leaflet determination part 106 Storage part 161 Electronic leaflet data storage part 162 Tag table storage part 163 Attention history information storage part 200 Terminal device 201 Communication unit 202 Control unit 203 Operation unit 204 Display unit 221 Electronic flyer display control unit 222 Attention area determination unit 300 Network

Claims (7)

A terminal device and an electronic leaflet recommendation server;
The terminal device
An attention area determination unit that determines an attention area in the electronic flyer image according to a predetermined operation on the displayed electronic flyer image, and transmits attention area information indicating the determined attention area to the electronic flyer recommendation server via the network With
The electronic leaflet recommendation server
A tag table that stores a tag table that stores a tag corresponding to content posted on an electronic flyer and a position in the image of the electronic flyer on which the content corresponding to the tag is posted in association with each electronic flyer to be distributed. A storage unit;
The tag corresponding to the content posted in the attention area indicated by the attention area information received from the terminal device is acquired from the tag table stored in the tag table storage unit, and the acquired tag is associated with the user of the terminal apparatus Attention history information management unit for storing attention history information in the attention history information storage unit;
For each tag content stored in the attention history information stored in the attention history information storage unit, a tag processing unit that sets the importance according to the level of attention of the user with respect to the corresponding posted content;
Distribution based on the result of collating the contents of each tag whose importance is set by the tag processing unit with the contents of the tag stored in the tag table for each electronic leaflet to be distributed stored in the tag table storage unit An electronic leaflet recommendation system comprising: a recommended electronic leaflet determination unit that determines a recommended electronic leaflet to be recommended to a user from among target electronic leaflets. The attention area determination unit
The electronic leaflet recommendation system according to claim 1, wherein a region of interest in the displayed electronic leaflet is determined according to an operation for enlarging an image of the displayed electronic leaflet. The attention area determination unit
The electronic leaflet recommendation system according to claim 1 or 2, wherein a region of interest in the displayed electronic leaflet is determined according to an operation of cutting out a part from the image of the displayed electronic leaflet. A tag table that stores a tag table that stores a tag corresponding to content posted on an electronic flyer and a position in the image of the electronic flyer on which the content corresponding to the tag is posted in association with each electronic flyer to be distributed. A storage unit;
The attention area information indicating the attention area in the electronic flyer image determined according to the predetermined operation on the displayed electronic leaflet image is received from the terminal device, and the contents posted in the attention area indicated by the received attention area information An attention history information management unit that acquires a corresponding tag from a tag table stored in the tag table storage unit, and stores attention history information in which the acquired tag is associated with a user of the terminal device in the attention history information storage unit;
For each tag content stored in the attention history information stored in the attention history information storage unit, a tag processing unit that sets the importance according to the level of attention of the user with respect to the corresponding posted content;
Distribution based on the result of collating the contents of each tag whose importance is set by the tag processing unit with the contents of the tag stored in the tag table for each electronic leaflet to be distributed stored in the tag table storage unit An electronic leaflet recommendation server comprising: a recommended electronic leaflet determination unit that determines a recommended electronic leaflet to be recommended to a user from among target electronic leaflets. An electronic flyer recommendation method in an electronic flyer recommendation system comprising a terminal device and an electronic flyer recommendation server,
The terminal device
The attention area determination unit determines an attention area in the electronic flyer image according to a predetermined operation on the displayed electronic flyer image, and sends attention area information indicating the determined attention area to the electronic flyer recommendation server via the network. Comprising the step of sending
The electronic leaflet recommendation server
The attention history information management unit stores the tag corresponding to the content posted on the electronic leaflet and the position in the image of the electronic leaflet where the content corresponding to the tag is associated with each electronic leaflet to be distributed. A tag corresponding to the content posted in the attention area indicated by the attention area information received from the terminal device is acquired from the tag table, and the attention history information in which the acquired tag is associated with the user of the terminal device is the attention history information. Storing in the storage unit;
A tag processing unit, for each tag content stored in the attention history information stored in the attention history information storage unit, a step of setting the importance according to the height of the user's attention to the corresponding posted content;
The recommended electronic leaflet determination unit collates the content of each tag whose importance is set by the tag processing unit with the content of the tag stored in the tag table for each electronic leaflet to be distributed stored in the tag table storage unit. An electronic leaflet recommendation method comprising: determining a recommended electronic leaflet to be recommended to a user from electronic leaflets to be distributed based on a result. The attention history information management unit receives attention area information indicating the attention area in the image of the electronic leaflet determined according to a predetermined operation on the displayed electronic leaflet image from the terminal device, and the attention indicated by the received attention area information For each electronic flyer to be distributed, the tag corresponding to the content posted in the area is assigned to the tag corresponding to the content posted on the electronic flyer and the position in the electronic flyer image on which the content corresponding to the tag is posted. Acquiring from the tag table stored in association, and storing the acquired history information in which the acquired tag is associated with the user of the terminal device in the attention history information storage unit;
A tag processing unit, for each tag content stored in the attention history information stored in the attention history information storage unit, a step of setting the importance according to the height of the user's attention to the corresponding posted content;
The recommended electronic leaflet determination unit collates the content of each tag whose importance is set by the tag processing unit with the content of the tag stored in the tag table for each electronic leaflet to be distributed stored in the tag table storage unit. An electronic flyer recommendation method comprising: determining a recommended electronic flyer to be recommended to a user from electronic leaflets to be distributed based on a result. On the computer,
The attention area information indicating the attention area in the electronic flyer image determined according to the predetermined operation on the displayed electronic leaflet image is received from the terminal device, and the contents posted in the attention area indicated by the received attention area information A tag table in which a tag corresponding to the content posted on the electronic leaflet and a position in the image of the electronic leaflet on which the content corresponding to the tag is associated are stored in correspondence with each electronic leaflet to be distributed. Attention history information management step for storing attention history information associated with a user of the terminal device in the attention history information storage unit.
Tag processing step for setting importance according to the level of attention of the user with respect to the corresponding posted content, for each tag content stored in the attention history information stored in the attention history information storage unit;
Based on the result of collating the contents of each tag whose importance is set by the tag processing step with the contents of the tag stored in the tag table for each electronic flyer to be distributed stored in the tag table storage unit A program for executing a recommended electronic leaflet determination step for determining a recommended electronic leaflet to be recommended to the user from among the electronic leaflets.

Images