Output system, output method, and output program

Abstract

Provide information while considering the user's behavioral characteristics. [Solution] The output system responds to access from the user's information processing device to the user. Rows that retrieve behavioral characteristic information related to behavioral characteristics that indicate the nature of the user's actions. A dynamic characteristics acquisition unit, behavioral characteristics, and a display screen that displays the information provided to the user. Based on the correspondence between the two, the display image is displayed in a manner corresponding to the behavioral characteristics indicated by the behavioral characteristics information. It comprises a display information output unit that outputs first display information for displaying a surface on an information processing device. .

Description

Technical Field

[0001] The present invention relates to an output system, an output method, and an output program.

Background Art

[0002] Conventionally, a technique for displaying a display screen optimized for each user has been known.

[0003] For example, the portal site generation system described in Patent Document 1 stores by associating user identification information with keywords input by the user. When the system receives a generation request for a portal site including a portlet from a user, it generates a portlet using portlet data, and when the generated portlet includes a keyword corresponding to the identification information of the user who is the generation request source of the portal site, it changes the generated portlet so that the characters including the keyword are highlighted. Then, the system generates a portal site using the generated portlet or the changed portlet.

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Prior Art Documents

Patent Documents

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Patent Document 1

Summary of the Invention

Problems to be Solved by the Invention

[0005] By the way, in recent years, efforts to utilize a behavioral science approach based on the theory of behavioral science that scientifically studies human behavior in service development have been spreading in various fields such as public policy, medicine, retail, and education. By using the behavioral science approach, it is optimized for users

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[0011] [Figure 1] [Figure 2] [Figure 3] <0000P> [Figure 4] [Figure 5] [Figure 6] [Figure 7] [Figure 8]

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[0026] [[ID=20 We can provide such services. In other words, by using a behavioral science approach, Users can, according to their individual behavioral characteristics, for example, more easily, more efficiently, This allows for the provision of various types of information in a manner that is less likely to be overlooked.

[0006] However, in the portal site generation system described in Patent Document 1, Therefore, it is assumed that the system will remember keywords corresponding to the user. The system did not take into account user behavior characteristics, resulting in limited user convenience. .

[0007] Therefore, the present invention aims to provide information while taking into account the user's behavioral characteristics. [Means for solving the problem]

[0008] An output system according to one aspect of the present invention responds to access from a user's information processing device. , behavioral characteristic information relating to user behavior, which indicates the nature of user behavior. A unit for acquiring behavioral characteristics, a display screen that shows the behavioral characteristics and the information provided to the user. Based on the display mode and its corresponding relationship, the display mode corresponds to the behavioral characteristics indicated by the behavioral characteristics information. Then, there is a display information output unit that outputs first display information for displaying the display screen on an information processing device, and It is equipped with ,

[0009] Furthermore, in this invention, "part" does not simply mean a physical means, but rather its " This also includes cases where the functions of a "part" are implemented by software. Even if the functions of the device are realized by two or more physical means, devices, or software, The functions of two or more "parts" or devices may be implemented by one physical means, device, or software. This may be achieved.

Advantages of the Invention

[0010] According to the present invention, it becomes possible to provide information in consideration of the user's behavior characteristics.

Brief Description of the Drawings

[0011] [Figure 1] FIG. 1 is a diagram showing an overview of processing in an output system 100 according to an embodiment of the present invention. [Figure 2] FIG. 20 is a diagram showing the configuration of an output system 100 according to an embodiment of the present invention. [Figure 3] FIG. 23 is a diagram showing an example of pre-action information stored in a storage unit 110. [Figure 4] FIG. 26 is a diagram showing an example of condition information stored in a storage unit 110. [Figure 5] FIG. 29 is a diagram showing an example of behavior characteristic information stored in a storage unit 110. [Figure 6] FIG. 32 is a diagram showing an example of a display screen displayed on an information processing apparatus 200. [Figure 7] FIG. 35 is a flowchart showing an example of processing in an output system 100. [Figure 8] FIG. 38 is a diagram showing an example of the hardware configuration of a computer 800. 0]

Embodiments for Carrying Out the Invention

[0012] Referring to the accompanying drawings, preferred embodiments of the present invention will be described. FIG. 1 is a diagram showing an overview of processing in an output system 100 according to an embodiment of the present invention. [[ID=]47] FIG. 48 is a diagram showing an overview of processing in an output system 100 according to an embodiment of the present invention.

[0013] The output system 100 is an information processing system realized by an output program. The output system 100 displays in a display mode corresponding to the behavior characteristics according to the user's behavior characteristics. , outputting display information for displaying the information provided to the user on the user's information processing device. It is an information processing system.

[0014] First, the user accesses the display system through their information processing device. A system is, for example, a homepage (e.g., a portal site) that provides information. At this time, the user's information processing device outputs behavioral characteristic information to the display system (S101 The display system outputs behavioral characteristic information to the output system 100 (S102). .

[0015] Next, the output system 100 displays the behavioral characteristics indicated by the behavioral characteristics information and the provided information. Based on the display mode of the display screen and the corresponding relationship, the display mode corresponding to the behavioral characteristics is presented. The first display information for displaying a display screen for displaying provided information on an information processing device is provided by the display system Output to the (S103). The display system outputs the first display information to the user's information processing device. The user then refers to the display screen shown by the first display information (S104).

[0016] Here, the information provided to the user (the person who accesses the information) is not particularly limited, but for example... For example, public information provided to citizens by the national or local government, or by private companies or This includes privately provided information from private organizations to users. Publicly provided information includes, for example, health checkups. Information regarding guidance, information regarding vaccinations, information regarding tax payments, or public This includes information on various programs (e.g., subsidy programs, grant programs, etc.). Information provided by private companies is also included. This includes, for example, information about products or services offered by private companies or organizations. .

[0017] The purpose of providing the information is not simply to provide the information to the user, but rather to cause the user who receives the provided information to take an action corresponding to the provided information. Yes. Traditionally, when providing information, for example, from the perspective of fairness among users or design costs From a practical standpoint, the same information and UI (user interface) should be provided to all users. A (S) or UX (User Experience) is provided.

[0018] In this respect, humans need time to understand the purpose and content of instructions if they cannot grasp them instantly. They have a tendency to abandon or postpone things. Furthermore, this tendency varies from person to person. Furthermore, it is conceivable that this characteristic may change over time, even within the same individual. Therefore, considering user behavior characteristics is extremely important when designing information delivery media. It is fundamental. Designing information delivery media without considering the constraints arising from attentional resources (mental bandwidth). This wastes users' time and effort, for example, affecting citizens' satisfaction with administrative services. This could undermine public trust in the government as a whole, as well as in private companies or organizations.

[0019] Therefore, the output system 100 outputs display information that takes into account the user's behavioral characteristics. This allows the information provided to each user to be displayed in a user-specific UI (user interface) or This can be provided through UX (User Experience). Furthermore, the user's perspective on the guidance... The target and content can be grasped instantly, and actions corresponding to the provided information can be taken.

[0020] Figure 2 shows the configuration of an output system 100, which is one embodiment of the present invention. The system 100 consists of an information processing device 200 and a display system 300, and a network such as the Internet. It is connected via a network for communication. Details of the output system 100 will be described later. ru.

[0021] The information processing device 200 is a computer used by the user, such as a smartphone or tablet. These include Let's terminals, personal computers, etc.

[0022] The user accesses the display system 300 through the information processing device 200 and the output system Refer to the display information output by M100 (for example, the first display information and the second display information described later). do.

[0023] Furthermore, the information processing device 200 can directly output to the output system 1 without going through the display system 300. You can also access 00 to retrieve the displayed information.

[0024] The display system 300 processes information to display a display screen that shows the provided information based on the displayed information. This is an information processing system to be displayed on the device 200. The display system 300, for example, provides information Information processing system that displays a portal site or landing page that provides information to users. It is a stem.

[0025] Note that in Figure 2, there is one information processing device 200 and one display system 300. Although shown, each is a plurality of information processing devices 200 and display systems 300. That's good too.

[0026] Next, the details of the output system 100 will be described. The output system 100 is a storage unit 110, Pre-evaluation unit 120, Pre-action acquisition unit 130, Condition setting unit 140, Action characteristic acquisition unit It comprises a 150, a display information generation unit 160, and a display information output unit 170. Each part shown in Figure 2 is an example. For example, using memory, or the processor executing a program stored in memory. This can be achieved by doing so.

[0027] The memory unit 110 stores information that is processed in the output system 100. For example, it can store information about prior actions, conditions, and behavioral characteristics, as will be described later. .

[0028] The pre-evaluation unit 120 displays information in advance on the pre-display screen, and the behavioral science evaluation Generate minute information.

[0029] Here, the pre-display screen is different from the display information output by the display information output unit 170, which will be described later. The screen may be displayed based on the information displayed. In other words, the pre-display screen is a user The display screen may not be optimized based on the user's behavioral characteristics.

[0030] Behavioral science component information is, for example, each of several predetermined behavioral science component elements. This data correlates the numerical values ​​of behavioral science components displayed on the pre-screening screen. In other words, the pre-evaluation unit 120 displays each of the behavioral science component elements on the pre-display screen. We evaluate the strength of each component, and based on this, identify behavioral science components that should be avoided and those that should be used. It becomes possible to clearly indicate the minutes.

[0031] The pre-evaluation unit 120 combines, for example, scraping technology or behavioral characteristic discrimination technology. In addition, the total amount of information provided on the pre-display screen (number of characters, number of bytes, etc.) and behavioral science Calculate the quality (average time required for viewing, other quantitative indicators such as sampling map analysis, etc.) And it can generate behavioral science component information.

[0032] Furthermore, the algorithm for generating behavioral science component information by the pre-evaluation unit 120 is not particularly limited. However, for example, on-center and off-center within ganglion cells in human retinal cells An algorithm that mimics the mechanism, and a deep learning model trained using human gaze data when viewing images. Algorithms that utilize learning models, or the appropriate use or combination thereof. That's good too.

[0033] The pre-action acquisition unit 130 refers to a pre-display screen that displays the information to be provided in advance. Prior action information regarding Za's actions is acquired and stored in the memory unit 110.

[0034] Pre-action information, for example, is information showing the history of users viewing pre-displayed screens. Prior behavior information includes, for example, the time when a user viewed the pre-display screen and how long they continued to view it. Includes information indicating the duration of stay and the scope of browsing. If a previous user includes multiple previous users, Pre-use behavior information is information obtained by statistically analyzing the pre-use behavior information of multiple users (for example, each The mean, median, and mode of a numerical value may also be used.

[0035] Pre-action information is provided by the heatmap for each of the multiple sections included in the pre-display screen. The information shown may be, for example, the areas that users viewed for a long time. The higher the value, the better.

[0036] The pre-action acquisition unit 130 is, for example, in an information processing device 200 that refers to a pre-display screen. By analyzing access logs, it is possible to obtain information about prior actions.

[0037] Figure 3 shows an example of prior action information stored in the memory unit 110. The stored prior behavior information includes, for example, prior behavior ID, average dwell time information, and average scroll. Includes count information.

[0038] The pre-action ID is information that identifies the pre-action information processed by the output system 100. The average dwell time information is calculated based on each of the multiple prior users continuously viewing the pre-displayed screen. This information shows the average time spent on the site. The average scroll count information is based on data from multiple previous users. Each shows the average value of the range (number of times the web page was scrolled) that referenced the pre-display screen. This is information.

[0039] The condition setting unit 140 sets the display state of the display screen that displays the information to be provided based on the prior action information. Conditions related to the user are set, and condition information related to the set conditions is stored in the storage unit 110.

[0040] The conditions indicated by the condition information are, for example, that a certain percentage of users who have seen the display screen actually This indicates the conditions for the display screen that can be referenced. The conditions for the display screen include, for example, the display screen that can be referenced. This refers to the time required to illuminate the screen, the number of scrolls, or the number of characters displayed on the screen. That's fine.

[0041] Furthermore, the conditions indicated by the conditional information include, if the user is elderly, video around important information provided. It may also be acceptable to omit the formatting information. Human vision is more sensitive to movement than to static images. Because elderly people tend to be drawn to videos that are more visually appealing, important information should be placed in the center of the screen. Even if you post it, if there are dynamic elements like videos nearby, people's attention will be drawn to those instead. .

[0042] Furthermore, the conditions indicated by the conditional information may also be written as, for example, the attention resource budget.

[0043] Figure 4 shows an example of condition information stored in the memory unit 110. The condition information includes, for example, a condition ID, required time condition information, and scroll count condition information. nothing.

[0044] The condition ID is information that identifies the condition information to be processed by the output system 100. The required time condition information is information regarding the time required to view the display screen. The crawl count condition information relates to the conditions for the number of scrolls required to view the displayed screen. It is information.

[0045] The behavioral characteristics acquisition unit 150, in response to access via the information processing device 200, provides the user with information about the user's behavioral characteristics. The system acquires and stores behavioral characteristic information related to the behavioral characteristics that indicate the nature of the user's actions. Store in section 110.

[0046] The behavioral characteristics acquisition unit 150, for example, provides information to the display system 300 via the information processing device 200. Based on access method information that indicates how to access, behavioral characteristic information is obtained. Specifically For example, the output system 100 uses a QR code (registered trademark) issued individually to the user. The identification information or the URL (Uniform Resource Locator) issued individually to the user is shown. Access method information may be obtained based on the identification information. The above individual issuance is, for example, Sending postcards, emails, and text messages to users, and sending messages to user accounts. It may be carried out by knowledge, etc.

[0047] At this time, the behavioral characteristics acquisition unit 150 has a predetermined access method and behavioral characteristics. Behavioral characteristic information may be obtained based on the correspondence.

[0048] Furthermore, at this time, the behavioral characteristics acquisition unit 150 is linked to the access method, MEC E (Mutually Exclusive and Collectively Exhaustive) type nudge cocktail or adaptive nudge cocktail Behavioral characteristic information may be acquired based on the ledge cocktail. This allows the behavioral characteristic acquisition unit to... 150 is a notification linked to certain behavioral characteristics that a user accesses the site after receiving a notification. Behavioral characteristic information can be assigned.

[0049] Here, a nudge cocktail is, for example, one of several behavioral characteristics that can be associated with a user. This is a set of data that may be generated in response (for example, a message to the user in question). MECE nudge cocktails are used, for example, in the initial stages of interventions using behavioral science approaches. This is an adaptive nudge cocktail that is generated for all target participants. For example, a nudge cocktail is generated based on behavioral change factors adapted to the target of the intervention. Therefore, for intervention subjects who have shown some response to a MECE-type nudge cocktail, This is a nudge cocktail that is created. Nudge cocktail, MECE-type nudge cocktail, and adaptation Type nudge cocktails can be produced by techniques known to those skilled in the art.

[0050] In addition, if the behavioral characteristics acquisition unit 150 is unable to acquire behavioral characteristics information based on the access method, In other words, the behavioral characteristics acquisition unit 150 acquires, for example, the user's access time and the user's displayed system Information about the homepage you were accessing immediately before accessing Mu300 (i.e., transfer Behavioral characteristic information can be obtained based on information from the previous site, etc.

[0051] Furthermore, the behavioral characteristics acquisition unit 150 is displayed on a display screen that is shown according to the display information described later. Based on behavioral information regarding the behavior, behavioral characteristic information can be obtained again. Furthermore, the display information generation unit 160, described later, will, in response to the user's actions on the display screen, It can generate display information optimized for that purpose.

[0052] Figure 5 shows an example of behavioral characteristic information stored in the memory unit 110. The stored behavioral characteristic information includes, for example, user ID and behavioral characteristic content information.

[0053] The User ID is information that identifies the user of output system 100. Behavioral characteristics content information This refers to information about the content of behavioral characteristics.

[0054] The display information generation unit 160 determines the behavioral characteristics and the display mode of the display screen that displays the provided information, Based on the correspondence, the display screen is displayed in a manner corresponding to the behavioral characteristics indicated by the behavioral characteristics information. The system generates display information (especially the first display information) for display on the information processing device 200.

[0055] Here, the display mode refers, for example, to the display position on the display screen where the provided information is displayed. This includes display modes. Note that the display modes are not limited to display modes relating to the display position, for example, Even if it includes the display size, display color, or display mode related to the animation behavior during display. good.

[0056] Furthermore, the display method may include, for example, the duration for which the provided information is displayed, and the display of the provided information. Timing (for example, time of day, time zone, date, day of the week, month, season, or year), or related A combination of these may also be acceptable. In other words, the display method may be such that the information provided is displayed at a specific time. It may also be displayed in a specific position for a specific duration. This allows the user This allows users to access the desired information more easily, for example, without having to view the entire display screen. This allows you to understand the information that should be referenced.

[0057] The display information generation unit 160 generates, for example, display information such as each of the multiple pieces of information provided and a table It is possible to generate priority information for providing information that associates the display priority with the following information. The display system 300, having received the output of display information from the output unit 170, displays, for example, information on the priority of services provided. Each of the multiple pieces of information provided will be displayed in the section corresponding to the priority indicated by the report. If the number of pieces of information provided exceeds the number of available slots, the excess information will not be displayed. That's fine.

[0058] Furthermore, the display information generation unit 160 generates display information based on the condition information. This is possible. In other words, the display information generation unit 160 generates display information that conforms to the conditions indicated by the condition information. It can generate [this].

[0059] In other words, the display information generation unit 160 generates display information that conforms to the attention resource budget limit indicated by the condition information. It is possible to generate information. This allows, for example, human vision to perceive dynamic images as more dynamic than static images. Where attention is easily drawn to images, video format presentations are placed around important information for the elderly. To avoid a situation where the provided information is placed in a location that draws attention to the surrounding provided information. It is possible.

[0060] At this time, the output system 100, for example, will determine that the generated display information is in accordance with the condition information. The system determines whether or not the item conforms to the requirements, and the display information output unit 170, described later, outputs information according to the determination result. The display information output unit 170 may output the condition information indicated by the condition information. It can output display information that matches the requirements.

[0061] Furthermore, the display information generation unit 160 provides a predetermined user with information based on past records of generating the first display information. Based on this, the provision displayed in the previously generated display information will be provided to the designated user. Display information may be generated to show the information. That is, display information generated in the past and newly generated information may be generated. The display information generated may differ in the display position of the provided information, but the provided information that is displayed The types may be the same. This allows the designated user to view the display images they have previously viewed. The information provided on the page can also be accessed on the newly referenced display screen. This can prevent confusion for the designated user.

[0062] Furthermore, the display information generation unit 160 receives the behavioral characteristics again from the behavioral characteristics acquisition unit 150. Based on the sexual information, a table corresponding to the behavioral characteristics indicated by the reacquired behavioral characteristics information is used. Display information (especially the second display information) for displaying the display screen on the information processing device 200 in the display mode. It can generate ).

[0063] At this time, the display information generation unit 160 receives a request from the user to update the display information (for example) Alternatively, in response to a web page update request, second display information may be generated. The output system 100 displays Table 2 at an appropriate time without interfering with the user's viewing of the display screen. It can generate and output display data.

[0064] The display information output unit 170 outputs display information (first display information and second display information).

[0065] The display information output unit 170 may output the display information to the display system 300, and also, The information may also be output to the information processing device 200. The display information output unit 170 displays the information to the display system 300. When outputting display information, the display system 300 further outputs the display information to the information processing device 200. You can output it there.

[0066] Figure 6 shows an example of a display screen shown on the information processing device 200.

[0067] The screen shown in Figure 6 is displayed based on either the first or second display information. The screen includes, for example, a title area 610 that displays the title of the display screen, and the provided information. It includes partition areas 611-619 that indicate multiple sections for display. That is, in this case, The information provided will be displayed in at least one of the multiple partition areas 611 to 619. The number and arrangement of partitioned areas are not limited to the example shown in Figure 6.

[0068] The partition area 612 is located in the center of the top row of the display screen. Therefore, in partition area 612 For example, the information with the highest priority will be placed there.

[0069] Furthermore, the priority ranking between partitioned areas may be the same for all users. Furthermore, it may differ for each user (for example, for each user attribute). As a result, the output system 100 provides information with greater accuracy and in a display format that is optimal for the user. It can output display information for display purposes.

[0070] Furthermore, all information displayed within the partitioned area is displayed for the same duration or timing. They may be displayed for different durations or timings, and at least one of them may be displayed for a different duration or timing. This allows the output system 100 to be more flexible, for example, by allowing users to choose the appropriate partition and duration. The information provided can be delivered to the user at the appropriate time and date.

[0071] The first display information generated by the display information generation unit 160 differs for each user. More specifically This refers to the partitioned areas 611 to 619 in the display information generated by the display information generation unit 160. The information displayed in each section differs depending on the user's behavioral characteristics. The first information provided is displayed in partition area 611 on the first user's display screen, and the second user... On the display screen, it may be shown in partition area 612.

[0072] Furthermore, the display information generation unit 160 generates information again based on the behavioral characteristic information that is acquired again. The second display information may differ from the first display information. That is, the first provided information may differ from the first display information. On the display screen that shows the information, it is displayed in partition area 611, and the second display information is displayed on the screen. It may be displayed in partition area 612 on the screen.

[0073] Figure 7 is a flowchart showing an example of processing in the output system 100.

[0074] First, the pre-evaluation unit 120 generates behavioral science component information on the pre-display screen (S 701). The pre-action acquisition unit 130 acquires pre-action information (S702). Condition setting unit 140 sets conditions and generates condition information based on prior action information (S703).

[0075] Next, the behavioral characteristics acquisition unit 150 acquires behavioral characteristics information (S704). Display information is generated. The adult section 160 is based on the correspondence between behavioral characteristics and the display mode of the display screen that displays the information provided. Next, the first display information is generated, and the display information output unit 170 outputs the first display information (S 705).

[0076] Furthermore, the behavioral characteristics acquisition unit 150 acquires the user's behavior on the display screen according to the first display information. Behavioral characteristic information is obtained based on behavioral information related to (S706). Display information The generation unit 160 determines the correspondence between behavioral characteristics and the display mode of the display screen that displays the provided information. Based on this, the second display information is generated, and the display information output unit 170 outputs the second display information. S707).

[0077] Next, referring to Figure 8, when the output system 100 is implemented by the computer 800... An example of the hardware configuration is described below. Figure 8 shows the hardware configuration of computer 800. This figure shows an example of configuration A.

[0078] As shown in Figure 8, the computer 800 includes, for example, a processor 801 and memory 802 , storage device 803, input I / F unit 804, data I / F unit 805, communication I / F unit 806, and includes a display device 807.

[0079] Computer 800 is, for example, a server computer, a personal computer (for example) (For example, desktop computers, laptops, tablets, etc.), media computer platforms (e.g., cable, satellite set-top boxes, digital video recorders, etc.), Handheld computer devices (e.g., PDAs, email clients, etc.), or This could be another type of computer or a communication platform.

[0080] The processor 801 executes the program stored in memory 802. This is a control unit that controls various processes in the computer 800.

[0081] Memory 802 is a storage medium such as RAM (Random Access Memory). 802 is the program code of the program executed by the processor 801, and program Temporarily stores the data needed when running Gram.

[0082] The storage device 803 is, for example, a hard disk drive (HDD) or flash memory. It is a non-volatile storage medium. The storage device 803 stores the operating system and the above components. It stores various programs necessary to achieve the goal.

[0083] The input interface unit 804 is a device for receiving input from the user. Section F804 is used for, for example, keyboards, mice, touch panels, various sensors, and wearables. These are devices, etc. The input I / F section 804 is, for example, USB (Universal Serial Bus). It may be connected to computer 800 via an interface such as the following.

[0084] The data I / F unit 805 is a device for inputting data from outside the computer 800. It is a chair. The data I / F unit 805, for example, receives data stored in various storage media. This is a drive device for reading data. The data I / F unit 805 is a computer 800. It may be provided externally. The data I / F unit 805 is provided externally to the computer 800. In this case, the data I / F unit 805 connects to the computer via an interface such as USB. It connects to the 800.

[0085] The communication interface unit 806 communicates with external devices of the computer 800 via wired or wireless connections. This is a device for data communication over networks such as the Internet. The F section 806 may be located outside the computer 800. When located outside the computer 800, the communication I / F unit 806 may be, for example, a USB interface. It connects to computer 800 via an interface.

[0086] The display device 807 is a device for displaying various information. For example, LCD displays, OLED (Electro-Luminescence) displays, and wearable displays. This is a display device, etc. The display device 807 is an external display of the computer 800. It may be provided in the following location. If the display device 807 is provided outside the computer 800, The display device 807 is connected to the computer 800, for example, via a display cable. Furthermore, if a touch panel is used as the input I / F section 804, the display device 8 07 may be configured as an integrated unit with the input I / F section 804.

[0087] Thus, the output system 100 processes the actions of users accessing the display system 300. In accordance with the characteristics, we not only provide information, but also the user who receives the information. The system can output display information that allows it to take action corresponding to the provided information. It is possible. Users can view the display screen from corner to corner without having to access any personal information. Without providing it, you will be able to obtain information that is more relevant to yourself and your interests, This saves time spent searching for the information you need.

[0088] The above describes one embodiment of the present invention. The output system 100 is an information processing device 2 In response to access 00, behavioral characteristic information associated with the user is obtained, and the behavioral characteristics and, Based on the display mode of the display screen that displays the provided information and its corresponding relationship, the first display information is output. This allows the output system 100 to take into account the user's behavioral characteristics. We can provide information.

[0089] Furthermore, the output system 100 provides information regarding the display mode of the display screen based on prior action information. By setting conditions, the first display information can be output based on the condition information. Therefore, the output system 100 takes into account the user's behavioral characteristics within a range acceptable to the user. This enables the provision of information in the desired manner.

[0090] Furthermore, the output system 100 is based on behavioral information regarding the user's actions on the display screen. The behavioral characteristics information generated is retrieved again, and based on the behavioral characteristics information retrieved again, 2. It can output display information. As a result, the output system 100 can output information on the display screen. Information can be provided by further considering the user's behavior.

[0091] This embodiment is provided to facilitate understanding of the present invention and does not limit the present invention. This invention is not intended to be interpreted. This invention may be modified or improved without departing from its spirit. In addition to obtaining it, the present invention also includes its equivalent. [Explanation of symbols]

[0092] 100 Output system, 110 Memory unit, 120 Pre-evaluation unit, 130 Pre-action acquisition unit , 140 Condition setting section, 150 Behavior characteristic acquisition section, 160 Display information generation section, 170 Table Information output unit, 200 Information processing device, 300 Display system

Claims

1. In response to access from the user's information processing device, the user associated with the user A behavioral characteristics acquisition unit acquires behavioral characteristics information relating to behavioral characteristics that indicate the nature of the user's actions. The behavioral characteristics and the display mode of the display screen that displays the information provided to the user, Based on the correspondence, the display is in a manner that corresponds to the behavioral characteristics indicated by the behavioral characteristics information. A display information output unit that outputs first display information for displaying the screen on the information processing device, An output system equipped with the following features.

2. Prior to the user's actions, which refer to the pre-display screen that shows the aforementioned information provided in advance. A condition setting unit sets conditions related to the display mode of the display screen based on behavioral information. In preparation for, The display information output unit further outputs the first display information based on the condition information relating to the conditions. Output a report. The output system according to claim 1.

3. The behavioral characteristics acquisition unit uses behavioral information relating to the user's actions on the display screen. The behavioral characteristics information generated thereafter is acquired again, The display information output unit, based on the behavioral characteristic information acquired again, The display screen is displayed in a manner corresponding to the behavioral characteristics indicated by the acquired behavioral characteristics information. Outputs second display information for display on the processing unit. The output system according to claim 1 or 2.

4. Claims that the display mode includes a display mode relating to the display position where the provided information is displayed. The output system described in 1 or 2.

5. The aforementioned display screen includes a plurality of sections for displaying the provided information, The display position includes at least one of the plurality of sections. The output system according to claim 4.

6. Computers In response to access by the user through the information processing device, the user is associated with the We obtain behavioral characteristics information regarding behavioral characteristics that indicate the nature of user behavior. The behavioral characteristics and the display mode of the display screen that displays the information provided to the user, Based on the correspondence, the display is in a manner that corresponds to the behavioral characteristics indicated by the behavioral characteristics information. Outputting first display information for displaying the screen on the information processing device. Output method.

7. On the computer, In response to access by the user through the information processing device, the user is associated with the A behavioral characteristics acquisition unit acquires behavioral characteristics information relating to behavioral characteristics that indicate the nature of user behavior, The behavioral characteristics and the display mode of the display screen that displays the information provided to the user, Based on the correspondence, the display is in a manner that corresponds to the behavioral characteristics indicated by the behavioral characteristics information. A display information output unit that outputs first display information for displaying the screen on the information processing device, An output program to achieve this.

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