JP2014219740A - Information processing apparatus, information processing system, information processing method, and program - Google Patents

Abstract

PROBLEM TO BE SOLVED: To analyze browsing status for each of objects in a content.SOLUTION: An information processing apparatus 1 includes: a storage unit 132 which stores a work log comprising at least display magnification of each content to be browsed on an electronic device and coordinate information of a screen display area; an item area division unit 141 which forms item areas for multiple items constituting the content; a determination area decision unit 142 which decides a determination area indicating an area to be determined on the basis of the display magnification and a moving direction of the screen display area calculated from the coordinate information of the screen display area, for each item area formed by the item area division unit; and a browsing determination unit 145 which determines whether the item area has been browsed or not on the basis of the item area formed by the item area division unit and the determination area decided by the determination area decision unit.

Description

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

  Electronic devices including a display unit, such as smartphones, tablet terminals, and personal computers, are used for browsing content (see Non-Patent Document 1). Then, there is an apparatus that collects and analyzes a work log of an electronic device used for browsing content and confirms a browsing status using an analysis result. (For example, refer nonpatent literature 2).

“Activist Custom”, [online], Startia Lab Inc., [Search April 5, 2013], Internet <http: // saas. starialab. com / acti_books / 1045173774/14288 / android. html> “News Release”, [online], Startia Lab Co., Ltd., [Search April 5, 2013], Internet <http: // www. startia. co. jp / news / pdf / 2011830. pdf>

  However, the analysis of the work log in the prior art is to output the work log information in units of content pages and record only the page expansion log when the page is expanded, and analyze the page as the minimum unit. . For this reason, even if the work log is analyzed, if there are multiple viewing targets in the content page, for example, if there are multiple product images and multiple product information for a catalog, and multiple work items for a procedure manual The browsing situation could not be analyzed for each of the browsing targets. As described above, there is a problem that the browsing situation cannot be analyzed for each of a plurality of browsing targets in the content.

  The present invention has been made in view of the above points, and provides an information processing apparatus, an information processing system, an information processing method, and a program capable of analyzing a browsing situation for each of a plurality of browsing targets in content. Is an issue.

  (1) The present invention has been made in order to solve the above-described problems, and one aspect of the present invention is an information processing apparatus, which is a display magnification for each content when the content is browsed with an electronic device. A storage unit that stores a work log including at least coordinate information of a screen display region, an item region dividing unit that divides into item regions for each of a plurality of items constituting the content, and the item that is divided by the item region dividing unit A determination area determination unit that determines a determination area representing an area to be determined based on the display magnification and the moving direction of the screen display area calculated from the coordinate information of the screen display area for each area; and the item area division A browsing determination unit that determines whether or not the item region has been browsed based on the item region divided by the unit and the determination region determined by the determination region determination unit. An information processing apparatus according to claim.

  (2) One aspect of the present invention is the above-described information processing apparatus, wherein the work log includes time information when the content is browsed, and the display time for each item area is based on the time information. The information processing apparatus further includes a display time determination unit that determines whether or not the display time in the item area that has been determined that the browsing determination unit has been browsed is equal to or longer than a predetermined time.

  (3) One aspect of the present invention is any one of the above-described information processing apparatuses, wherein the work log includes operation information representing an operation in the electronic device when the content is browsed, When the item area is displayed in the determination area, the information processing apparatus further includes a determination unit that identifies the item area that the user has set as an operation target according to the operation information.

  (4) One aspect of the present invention is any one of the information processing apparatuses described above, wherein the browsing determination unit associates the item areas, the browsing order, and the display time with the browsing information in the browsing order. It is an information processing apparatus characterized by producing | generating.

  (5) One aspect of the present invention is an information processing system including an electronic device and an information processing device, and the display magnification for each content and the coordinate information of the screen display area when the content is browsed on the electronic device. A storage unit that stores at least a work log, an item region dividing unit that divides the item into a plurality of item regions constituting the content, and the work log for each item region divided by the item region dividing unit A determination area determining unit that determines a determination area that represents an area to be determined based on the display magnification included in the screen and a moving direction of the screen display area calculated from the coordinate information of the screen display area; A browsing determination unit that determines whether or not the item region has been browsed based on the item region divided by the unit and the determination region determined by the determination region determination unit; An information processing system, characterized in that it comprises.

  (6) One aspect of the present invention is an information processing method for storing a work log including at least display magnification for each content when the content is browsed by an electronic device and coordinate information of a screen display area A first process of dividing the section into item areas for each of a plurality of items constituting the content, and the display magnification and the coordinate information of the screen display area for each of the item areas divided in the first process A second process for determining a determination area representing an area to be determined based on the moving direction of the screen display area calculated from the above, the item area divided in the first process, and the second process And a third step of determining whether or not the item area has been browsed based on the determination area determined in step (b).

  (7) One aspect of the present invention is a program that includes a storage unit that stores a work log including at least display magnification for each content when the content is browsed by an electronic device and coordinate information of a screen display area A first step of dividing the item area into a plurality of item areas constituting the content; and the display magnification and the screen display for each of the item areas divided in the first step. A second step of determining a determination region representing a region to be determined based on a moving direction of the screen display region calculated from the coordinate information of the region, the item region divided in the first step, A third step of determining whether the item region has been browsed based on the determination region determined in the second step; Is a program for executing.

  According to the present invention, it is possible to analyze a browsing situation for each of a plurality of browsing targets in content.

It is the schematic which shows an example of a structure of the information collection system which concerns on embodiment of this invention. It is a schematic block diagram which shows an example of a structure of the electronic device which concerns on this embodiment. It is a table which shows an example of the work log which the work log memory | storage part concerning this embodiment memorize | stores. It is the schematic which shows an example of operation when browsing a content with the electronic device which concerns on this embodiment. It is a table which shows an example of the work log at the time of operation when a content is browsed with the electronic device which concerns on this embodiment. It is a schematic block diagram which shows an example of a structure of the information processing apparatus which concerns on this embodiment. It is a table which shows an example of the content information which the content storage part concerning this embodiment memorizes. It is a table which shows an example of the work log which the work log memory | storage part concerning this embodiment memorize | stores. It is a table which shows an example of the determination result in the browsing determination which the browsing determination memory | storage part which concerns on this embodiment memorize | stores. It is a table which shows an example of the judgment conditions which the browsing judgment processing part concerning this embodiment memorizes. It is the schematic which shows an example of the item area division process of the page with a content in the item area division part which concerns on this embodiment. It is explanatory drawing explaining an example of the display magnification of the content in the screen display area in this embodiment. It is the schematic explaining an example of the determination area | region determination process of the determination area | region determination part which concerns on this embodiment. It is the schematic explaining an example of the browsing determination process of the browsing determination part which concerns on this embodiment. It is a table which shows an example of the browsing information provided by the Web function part concerning this embodiment. It is the schematic which shows an example of an output screen when the browsing determination display part which concerns on this embodiment outputs browsing information. It is a table which shows an example of the output file which the browsing determination display part which concerns on this embodiment outputs. It is a flowchart which shows an example of the item area division | segmentation process in the item area division part which concerns on this embodiment. It is a flowchart which shows an example of the browsing determination process of the browsing determination process part which concerns on this embodiment.

Hereinafter, embodiments of the present invention will be described in detail with reference to the drawings.
FIG. 1 is a schematic diagram illustrating an example of a configuration of an information collection system S1 according to an embodiment of the present invention.
The information processing system S1 includes an information processing device 1, an electronic device 2, and a web browser 3. The information processing apparatus 1, the electronic device 2, and the web browser 3 are connected via a network N1. The electronic device 2 is an electronic device including a display unit such as a smartphone, a tablet terminal, or a personal computer, a touch panel, and the like. In the present embodiment, the user browses content such as text and images using the electronic device 2. The electronic device 2 transmits a work log when browsing the content to the information processing apparatus 1 via the network N1 by wire or wirelessly.
Here, the network N1 includes, for example, a base station device that communicates with an electronic device, a relay device that relays communication between the base station device and another base station device, a network management device, a home base station device, and the like.

  The information processing apparatus 1 analyzes the work log received from the electronic device 2 and includes a plurality of browsing targets included in the content (for example, a plurality of product images and a plurality of product information in the case of a catalog, and a plurality of items in a procedure manual. The work log is analyzed for each work item) and browsing information is generated. The user can check the browsing status for each content and browsing target by referring to the browsing information generated by the information processing apparatus 1 using the Web browser 3. It can be used for marketing. The browsing information generated by the information processing apparatus 1 may be output in a CSV (Comma-Separated Values :) format, or the browsing information in the CSV format may be downloaded using the Web browser 3. . In addition, the user may download the browsing information in CSV format together with the confirmation of the browsing status for each content and browsing target by referring to the browsing information generated by the information processing apparatus 1 using the Web browser 3.

FIG. 2 is a schematic block diagram illustrating an example of the configuration of the electronic device 2 according to the present embodiment.
The electronic device 2 includes a communication function unit 21, a touch panel unit 22, a viewer unit 23, and a work log storage unit 24.
The communication function unit 21 has an interface function for performing wired or wireless communication with the information processing apparatus 1. In addition, when performing wireless communication, the communication function unit 21 performs data encoding / decoding, modulation / demodulation, AD (Analog to Digital) / DA (Digital to Analog) conversion, frequency conversion, Communication processing such as transmission / reception of data signals by radio waves is performed.

  When the communication function unit 21 receives content information from the information processing apparatus 1, the communication function unit 21 outputs the content information to the viewer unit 23. Here, the content information includes content data including text and images such as catalogs and procedure manuals. Further, the communication function unit 21 reads out the work log from the work log storage unit 24 at a predetermined cycle, and transmits the work log to the information processing apparatus 1. Note that the communication function unit 21 may read the work log from the work log storage unit 24 for each work and transmit the work log to the information processing apparatus 1.

The viewer unit 23 outputs the content information input from the communication function unit 21 to the touch panel unit 22. In addition, the viewer unit 23 is, for example, based on the position coordinates of the touch position input from the touch panel unit 22 and the operation signal, a tap, a flick that moves a partial region of the content to be displayed on the screen display region of the display unit, A touch type (operation type) such as a pinch-in for displaying a reduced content and a pinch-out for displaying an enlarged content is specified. The viewer unit 23 stores the touch type, the position coordinates of the touch position, and the like in the work log storage unit 24 as a work log.
When the content area displayed on the touch panel unit 22 is changed, the viewer unit 23 uses the area information indicating the displayed content area, the position coordinates of the touch position, and the touch type as a work log. It is stored in the work log storage unit 24. Details of the work log will be described later.

  The touch panel unit 22 includes a display unit such as a liquid crystal display, an organic EL display, or a plasma display, and a touch panel is attached so as to cover a display area of the display unit. The touch panel unit 22 detects position coordinates of a touch position touched by an indicator such as a finger. The touch panel unit 22 detects an operation signal corresponding to a user operation. The touch panel unit 22 outputs the detected position coordinates and operation signal to the viewer unit 23.

  The work log storage unit 24 stores a work log corresponding to an operation performed by the indicator on the touch panel unit 22 input from the viewer unit 23. Specifically, the work log storage unit 24 stores one work from the start of browsing of a certain content to the end thereof, and stores a work log for each work. In the work log, a touch log ID (Identifier) is assigned for each operation on the touch panel unit 22, a work ID automatically added for each work, a date and time when the work is performed, a page number in the content, The touch type specified by the viewer unit 23, the display magnification when the content is displayed on the touch panel unit 22, the base point coordinates that are, for example, the coordinates of the upper left corner of the touch panel unit in the content displayed on the touch panel unit 22, and the touch position The position coordinates, the page display start time when the browsing of a certain page in the content, and the page display end time when the browsing of a certain page in the content are ended are stored in association with each other.

FIG. 3 is a table showing an example of a work log stored in the work log storage unit 24 according to the present embodiment.
As illustrated, the work log table T0 includes a touch log ID, a work ID, a page number, a date and time, a touch type, a display magnification, a base point coordinate (x, y), and a position coordinate of a touch position ( x, y), a page display start time, and a page display end time. The work log table T0 includes, for each touch log ID, a work ID, a page number, a date and time, a touch type, a display magnification, a base point coordinate (x, y), a touch position coordinate (x, y), a page display start time, This is two-dimensional tabular data consisting of rows and columns in which work logs such as page display end time are stored. This work log table is stored for each work and content.

The touch log ID on the first line is 1, the work ID is 10, the page number is 1, the date and time is 1343173111, the touch type is S, the display magnification is 0.99, and the base coordinates x is 100, y of the base point coordinate is 100, x of the position coordinate of the touch position is 100, y of the position coordinate of the touch position is 100, the page display start time is 13443173111, and the page display The end time is 1344317331323.
The touch log ID on the second line is 2, the work ID is 10, the page number is 1, the date and time is 13443173112, the touch type is S, the display magnification is 0.99, and the base point coordinates x is 110, base point coordinate y is 100, touch position coordinate x is 110, touch position coordinate y is 100, page display start time is 13443173111, page display The end time is 1344317331323.

The touch log ID on the third line is 3, the work ID is 10, the page number is 1, the date and time is 13443173117, the touch type is S, the display magnification is 0.99, and the base coordinates x is 120, y of the base point coordinate is 120, x of the position coordinate of the touch position is 120, y of the position coordinate of the touch position is 120, the page display start time is 13443173111, and the page display The end time is 1344317331323.
The touch log ID on the fourth line is 4, the work ID is 10, the page number is 1, the date and time is 13444317321, the touch type is S, the display magnification is 0.99, and the base coordinates x is 130, the base point coordinate y is 130, the touch point position coordinate x is 130, the touch point position coordinate y is 130, the page display start time is 13443173111, and the page display The end time is 1344317331323.

The touch log ID on the fifth line is 5, the work ID is 10, the page number is 1, the date and time is 13443173133, the touch type is S, the display magnification is 0.99, and the base coordinates x is 140, y of the base point coordinate is 150, x of the position coordinate of the touch position is 140, y of the position coordinate of the touch position is 150, the page display start time is 13443173111, and the page display The end time is 1344317331323.
The touch log ID on the sixth line is 6, the work ID is 10, the page number is 1, the date and time is 13443173145, the touch type is S, the display magnification is 0.99, and the base coordinates x is 160, the base point coordinate y is 160, the touch point position coordinate x is 160, the touch point position coordinate y is 160, the page display start time is 13443173111, and the page display The end time is 1344317331323.

  Here, in addition to S representing slide, the touch type includes T representing tap, F representing flick, A representing first touch in multi-touch such as pinch-in and pinch-out, and two in the multi-touch. B representing the touch of the eye, X representing the first slide of the multi-touch, Y representing the second slide of the multi-touch, R representing the scroll of the screen, and the like are stored. The data stored in each of the date, page display start time, and page display end time in the work log table T0 is an example, and each of the date, page display start time, and page display end time is 1970. The elapsed milliseconds since January 1 are stored. Hereinafter, the date, page display start time, and page display end time are collectively referred to as time information.

FIG. 4 is a schematic diagram illustrating an example of an operation when browsing content with the electronic apparatus 2 according to the present embodiment.
In FIG. 4, when the size of one page G1 with content is, for example, 2400 × 4096 pixels and the size of the screen display area W1 of the display unit of the electronic device 2 is, for example, 600 × 1024 pixels, the electronic device 2 To browse one page G1 with contents.
Assume that the coordinates of the upper left corner BP of one page G1 with content are (0, 0) and the coordinates of the lower right corner EP are (2400, 4096).

  For example, when browsing the range including the coordinates of the upper left BP of one page G1 with content in the screen display area W1 of the display unit of the electronic device 2, the user flicks leftward at the position TP1 on the touch panel unit 22. When the operation is performed, the screen display area in one page G1 with content is the screen display area W2. After that, for example, when the user performs a sliding operation upward at a position TP2 in the touch panel unit 22 while browsing one page G1 with content in the screen display area W2 of the display unit of the electronic device 2, The screen display area on one page G1 with content is a screen display area W3.

FIG. 5 is a table showing an example of a work log at the time of operation when content is browsed by the electronic apparatus 2 according to the present embodiment.
This figure is an example of a work log when content is browsed by the electronic device 2 described in FIG.
As shown in the figure, the work log table T7 includes columns of items of work ID, page number, date and time, touch type, index, position coordinates (x, y), and display magnification. ing. The work log table T7 is two-dimensional tabular data composed of rows and columns in which work logs such as work ID, page number, date and time, touch type, position coordinates (x, y), display magnification, and the like are stored. . This work log table is stored for each work and content.

  In the first line, the work ID is 10, the page number is 1, the date is 121212123, the touch type is R, the index is 0, the position coordinate x is 0, and the position coordinate is y is 0 and the display magnification is 1. In the second line, the work ID is 10, the page number is 1, the date is 121212123, the touch type is F, the index is 1, the position coordinate x is 200, and the position coordinate is y is 1200 and the display magnification is 1. In the third line, the work ID is 10, the page number is 1, the date is 121212125, the touch type is R, the index is 1, the position coordinate x is 0, and the position coordinate is y is 0 and the display magnification is 1. In the fourth line, the work ID is 10, the page number is 1, the date is 121212130, the touch type is R, the index is 1, the position coordinate x is 400, and the position coordinate is y is 0 and the display magnification is 1. In the fifth line, the work ID is 10, the page number is 1, the date is 121212140, the touch type is R, the index is 1, the position coordinate x is 700, and the position coordinate is y is 0 and the display magnification is 1.

  In the sixth line, the work ID is 10, the page number is 1, the date is 121212150, the touch type is R, the index is 1, the position coordinate x is 900, and the position coordinate is y is 0 and the display magnification is 1. In the seventh line, the work ID is 10, the page number is 1, the date is 121212160, the touch type is R, the index is 1, the position coordinate x is 1000, and the position coordinate is y is 0 and the display magnification is 1. In the eighth line, the work ID is 10, the page number is 1, the date is 121212170, the touch type is R, the index is 1, the position coordinate x is 1050, and the position coordinate is y is 0 and the display magnification is 1. In the ninth line, the work ID is 10, the page number is 1, the date is 121212180, the touch type is R, the index is 1, the position coordinate x is 1075, and the position coordinate is y is 0 and the display magnification is 1. In the 10th line, the work ID is 10, the page number is 1, the date is 121212390, the touch type is T, the index is 2, the position coordinate x is 1800, and the position coordinate is y is 600 and the display magnification is 1.

  Here, the index indicates that the same value is assigned to a series of consecutive operations, and the operations are different for each index value. In the position coordinates, the position coordinates of the touch position where the touch panel unit 22 detects the contact of the indicator when the touch type is T, F, A, B, X, Y are stored. That is, the coordinates of the upper left corner of the screen display area are stored when scrolling. The symbols stored in the touch type are the same as those in FIG.

FIG. 6 is a schematic block diagram illustrating an example of the configuration of the information processing apparatus 1 according to the present embodiment.
The information processing apparatus 1 includes a communication function unit 11, a control unit 12, a storage unit 13, a browsing determination processing unit 14, a browsing determination display unit 15, and a Web function unit 16. The storage unit 13 includes a content storage unit 131, a work log storage unit 132, and a browsing determination storage unit 133. The browsing determination processing unit 14 includes an item region dividing unit 141, a determination region determining unit 142, a display time determining unit 143, an overlap determining unit 144, a browsing determining unit 145, a touch position coordinate acquiring unit 146, and a finger line. A determination unit 147, a processing unit 148, and a display magnification determination unit 149 are included.

The communication function unit 11 has an interface function for performing wired or wireless communication with the electronic device 2. Further, when performing wireless communication, the communication function unit 11 performs communication processing such as data encoding / decoding, modulation / demodulation, AD / DA conversion, frequency conversion, and transmission / reception of a data signal using a radio wave.
And the communication function part 11 reads content information from the content memory | storage part 131 via the control part 12, and transmits the said content information to the electronic device 2 via the network N1. Further, the communication function unit 11 receives the work log from the electronic device 2 and stores the work log in the work log storage unit 132 via the control unit 12.

  The control unit 12 includes a CPU (Central Processing Unit), a RAM (Random Access Memory) used for temporary storage of various data, and the like, and operates according to a control program stored in the storage unit 13. Thus, the operation of the information processing apparatus 1 is comprehensively controlled. That is, the control unit 12 functions as a computer together with the storage unit 13. The control unit 12 outputs a control signal to the communication function unit 11, the browsing determination processing unit 14, and the browsing determination display unit 15. Moreover, the control part 12 memorize | stores a control signal in the memory | storage part 13 as needed. Further, the control unit 12 reads content information from the content storage unit 131 and outputs the content information to the communication function unit 11. In addition, the control unit 12 stores the work log input from the communication function unit 11 in the work log storage unit 132. The control unit 12 reads the browsing information from the browsing determination storage unit 133 and outputs the browsing information to the browsing determination display unit 15.

The storage unit 13 includes a storage medium such as an HDD (Hard Disk Drive) and an SSD (Solid State Drive). The storage unit 13 stores a control program, various data, a control signal, and the like for controlling the operation of the information processing apparatus 1.
The content storage unit 131 stores content information. Specifically, the content storage unit 131 stores a content ID, a content name, a content file or a path to the content file, and a content page number in association with each other.

  FIG. 7 is a table showing an example of content information stored in the content storage unit 131 according to the present embodiment.

  As shown in the figure, the content information table T1 includes item columns of a content ID, a content name, a path to a content file, and the number of content pages. The content information table T1 is two-dimensional tabular data having rows and columns for storing content names, content file paths, and page numbers for each content ID.

  The content ID on the first line is 5, the content name is a work manual, and the content file path is / XX / work manual. It is pdf and the number of pages is 10. The content ID on the second line is 6, the content name is the operation manual, and the content file path is / XX / operation manual. It is pdf and the number of pages is 5. The content ID on the third line is 7, the content name is the environment creation procedure, and the content file path is / XX / environment creation procedure. It is pdf and the number of pages is seven.

  Returning to FIG. 6, the work log storage unit 132 stores the work log output from the control unit 12. Specifically, the work log storage unit 132 stores a work ID, a user ID for identifying a user, a content ID, a work name, a work start date and time, and a work end time in association with each other. In addition, the work log storage unit 132 stores a page number, date and time, touch type, index, touch position coordinate (x, y), and display magnification in association with each work ID. .

FIG. 8 is a table showing an example of a work log stored in the work log storage unit 132 according to the present embodiment.
As shown in the figure, the work log table T2 includes item columns of work ID, user ID, work name, work start date and time, and work end date and time. The work log table T2 is two-dimensional tabular data having rows and columns in which a user ID, a content ID, a work name, a work start date and time, and a work end date and time are stored for each work ID.

  The work ID in the first line is 10, the user ID is A0001, the content ID is 5, the work name is Chiba work, the work start date and time is 121212123, and the work end date and time is 121212123. The work ID in the second line is 11, the user ID is B0002, the content ID is 5, the work name is Tokyo work, the work start date and time is 121212153, and the work end date and time is 121212222. The work ID on the third line is 12, the user ID is C0003, the content ID is 7, the work name is Chiba environment, the work start date is 121212222, and the work end date is 121213333.

  The work log storage unit 132 stores a detailed work log table T3 for each work ID. As shown in the figure, the work log table T3 includes items of a work ID, a page number representing a viewed page, a date and time, an index, a position coordinate (x, y) of a touch position, and a display magnification. Has a column. The work log table T3 is a two-dimensional tabular data having a row and a column for storing the page number, date and time, touch type, index, touch position coordinate (x, y), and display magnification for each work ID. It is.

  The work ID on the first line is 10, the page number is 1, the date and time is 121212123, the touch type is R, the index is 0, the position coordinate x of the touch position is 0, and the touch The position coordinate y of the position is 0, and the display magnification is 1. The work ID in the second line is 10, the page number is 1, the date is 121212123, the touch type is F, the index is 1, the position coordinate x of the touch position is 200, and the touch The position coordinate y of the position is 1200, and the display magnification is 1.

  Returning to FIG. 6, the browsing determination storage unit 133 stores browsing information. Specifically, the browsing determination storage unit 133 identifies a determination result number for identifying the determination result determined by the browsing determination processing unit 14, a determination condition number used for the determination by the browsing determination processing unit 14, and the content of the browsed content The form name assigned to the area, the browsing order indicating the browsing order, and the determination result of the browsing determination processing unit 14 are stored. In addition, the browsing determination storage unit 133 stores a content ID for each form name and the coordinates of a check box assigned to each form.

FIG. 9 is a table showing an example of the determination result in the browsing determination stored in the browsing determination storage unit 133 according to the present embodiment.
As shown in the figure, the determination result table T5 includes item columns of a determination result number, a determination condition number, a form name, a browsing order, and a determination result. The determination result table T5 is two-dimensional tabular data composed of a determination condition number, a form name, a browsing order, and a row and a column for storing the determination result for each determination result number.

  The determination result number of the first line is 1, the determination condition number is 1, the form name is L-671, the browsing order is 1, and the determination result is 1. The determination result number in the second line is 2, the determination condition number is 1, the form name is L-570, the browsing order is 2, and the determination result is 1. The determination result number on the third line is 3, the determination condition number is 1, the form name is COMFINO, the browsing order is 0, and the determination result is 0.

  Here, the form name is a name given to a check box arranged for each area (hereinafter referred to as an item area) in a plurality of items constituting the content described later, and the content is Web. The form name stores an item name. The browsing order represents the order in which the content item areas (forms) are browsed, and the browsing determination processing unit 14 measures the work start date and time and the work end date and time of the work log stored in the work log storage unit 132. The browsing order calculated from the time information in seconds is stored. In the browsing order in the item area that is not browsed, 0 indicating that browsing is not performed is stored. A determination result of 1 indicates that an item area corresponding to the form name has been browsed, and a determination result of 0 indicates that an item area corresponding to the form name has not been browsed. . The determination condition number will be described later with reference to FIG.

  In addition, the browsing determination storage unit 133 stores a table T6 of form information for each form name. The form information table T6 includes the form information, the content ID, the page number, the Left coordinate, the Top coordinate, the Right coordinate, and the Bottom coordinate, and the item information table T6. Is data in a two-dimensional tabular format consisting of rows and columns in which a content ID, page number, Left coordinate, Top coordinate, Right coordinate, and Bottom coordinate are stored for each form name.

The form name on the first line is L-671, the content ID is 5, the page number is 1, the Left coordinate is 20, the Top coordinate is 100, the Right coordinate is 40, and the Bottom coordinate. Is 120.
Here, in the Left, Top, Right, and Bottom coordinates, the x-axis or y-axis coordinates of each of the four sides of the check box assigned to the content item area are stored.

  Returning to FIG. 6, the browsing determination processing unit 14 stores determination conditions used for various determinations in advance. The determination condition is set by the web browser 3 and stored in the browsing determination processing unit 14 via the network N1. Specifically, the browsing determination processing unit 14 determines that the item area display ratio threshold (hereinafter referred to as a determination threshold) included in the determination area where the browsing determination is performed as the determination condition and the item area has been browsed. A threshold of time to perform (hereinafter referred to as determination time) and the like are stored.

FIG. 10 is a table showing an example of determination conditions stored by the browsing determination processing unit 14 according to the present embodiment.
As shown in the figure, the determination condition table T4 includes item columns of a determination condition number, a work ID, a determination threshold value, and a determination magnification. The determination condition table T4 is two-dimensional tabular data composed of rows and columns for storing the work ID, determination threshold, determination magnification, and determination time for each determination condition number.
The determination condition number in the first row is 1, the work ID is 10, the determination threshold is 30, the determination magnification is 2, and the determination time is 3000.

  Here, the threshold value (%) of the display ratio of the item area of the content included in the determination area in which the browsing determination processing unit 14 performs browsing determination is stored in the determination threshold. The determination magnification stores a display magnification threshold for the browsing determination processing unit 14 to perform browsing determination. The determination time stores a time threshold (millisecond) for determining that the item area has been browsed.

Returning to FIG. 6, the item area dividing unit 141 reads the content information from the content storage unit 131 and divides it into item areas for each page of the content included in the content information. This will be described in detail with reference to FIG.
FIG. 11 is a schematic diagram illustrating an example of an item area dividing process for a page with content (hereinafter referred to as a content page) in the item area dividing unit 141 according to the present embodiment.
The page G2 with content includes, for example, a plurality of images G21, G22, G23, G24, and G25. For example, check boxes CB1, CB2, CB3, CB4, and CB5 are provided at the lower right end of each of the images G21, G22, G23, G24, and G25.

  Here, when the upper left coordinate BP in the content page G3 is (0, 0), the item area dividing unit 141 checks the distance between the coordinate BP and the check boxes CB1, CB2, CB3, CB4, and CB5. Each box distance is calculated. Then, the item region dividing unit 141 extracts the check box CB1 that is the closest check box distance from the coordinate BP among the calculated check box distances as the target box. Further, the item area dividing unit 141 extracts the check boxes CB1, CB2, CB3, CB4, and CB5 as target boxes in the order of a, b, c, d, and e in the content page G3 based on the check box distance.

In the content page G4, the item region dividing unit 141 divides the content page region using the rectangular region including the coordinate BP and the check box CB1 extracted as the target box as the item region A1.
Then, the item area dividing unit 141 sets the area of the content page as the item area A2 with a rectangular area including the check box CB1 and the check box CB2 with respect to the check box CB2 extracted as the target box after the check box CB1. To divide. Further, the item area dividing unit 141 sets the rectangular area including the check box CB1 and the check box CB3 as the item area A3 to the area of the content page G6 with respect to the check box CB3 extracted as the target box next to the check box CB2. Split. The item area dividing unit 141 similarly divides the content page G6 as the item areas A4 and A5 with respect to the check boxes CB4 and CB5.

  As described above, the item area dividing unit 141 divides the check box CB1 having the check box distance closest to the origin into rectangular areas including the origin and the check box CB1. Then, the item area dividing unit 141 includes the check box CB1 and the check box CB2 with respect to the check box CB2 that is the check box distance next to the origin next to the check box CB1, and has already divided the area into areas. Divide into rectangular areas not included. The item area dividing unit 141 is a check box having an already divided area with respect to the check box CB3 that is the check box distance closest to the origin next to the check box CB2, and is the closest distance to the check box CB3. Are divided into rectangular areas that include the check box CB1 and the check box CB3 that do not include the already divided areas.

  Assuming that the screen display area has a downward Y axis and a rightward X axis, each side is parallel to the X axis or the Y axis when a check box is added to the lower right corner of the item area. Thus, it may be divided into rectangular areas including the check box of the area already divided into the item areas existing at the closest distance from the target box and the target box without including the area already divided into the item areas.

As shown in the content page G6, the item area dividing unit 141 includes an area including the image G61 in the item area A1, an area including the image G62 in the item area A2, an area including the image G63 in the item area A3, and the image G64. The content page is divided on the basis of the coordinate BP and the check boxes CB1, CB2, CB3, CB4, and CB5. The area including the image G65 is included in the item area A4.
In the present embodiment, the content page is divided into item areas based on check boxes. However, the content pages may be divided into item areas using symbols such as symbols and marks, input forms, and the like. Further, when the items are divided in advance as in the Web page, the item region dividing process may be omitted. Further, the coordinates of the check box given to the content page may be stored in the content storage unit 131 in advance, or the coordinates of the check box may be detected by a known detection means.

  Returning to FIG. 6, the determination area determination unit 142 reads the work log from the work log storage unit 132, and displays the display magnification included in the work log and the moving direction of the screen display area calculated from the coordinate information of the screen display area. A determination area for performing browsing determination is determined based on the above. Specifically, the determination area determination unit 142 determines the reference side of the determination area based on the movement direction of the screen display area, determines the side of the screen display area existing in the movement direction, and determines the reference edge based on the display magnification. The area of the determination region including is determined. Here, the display magnification will be described with reference to FIG. The relationship between the moving direction of the screen display area and the determination area will be described with reference to FIG.

FIG. 12 is an explanatory diagram illustrating an example of the display magnification of content in the screen display area in the present embodiment.
The display magnification of 1 is the magnification when all of the content page G7 is displayed in the screen display area. Further, the display magnification of 1.5 is a magnification when a region G8 that is 2/3 of the length and width of the content page G7 is displayed in the screen display region. The display magnification of 2 is the magnification at which the area G9 that is ½ of the vertical and horizontal lengths of the content page G7 is displayed in the screen display area. Further, the display magnification of 3 is the magnification at which the area G10 that is 1/3 of the length and width of the content page G7 is displayed in the screen display area.

FIG. 13 is a schematic diagram illustrating an example of the determination area determination process of the determination area determination unit 142 according to the present embodiment.
The determination area determination unit 142 determines the reference side as the right side of the screen display area when moving the screen display area from the left to the right in the area G8 of the content page when the display magnification is 1.5. For example, a half area JA1 on the right side of the screen display area including the reference side is determined as the determination area. In addition, when the screen display area is moved from left to right in the content page area G9 when the display magnification is two times, the determination area determination unit 142 determines the reference side as the right side of the screen display area. For example, 2/3 area JA2 on the right side of the screen display area including the reference side is determined as the determination area. Further, the determination area determination unit 142 determines the reference side to be the right side of the screen display area when moving the screen display area from the left to the right in the area G10 of the content page when the display magnification is 3 times, for example, The entire area JA3 of the screen display area including the reference side is determined as the determination area.

Since the size (area) of the determination region is affected by the size of the item region, the area of the determination region may be determined according to the size of the item region described with reference to FIG.
Further, the area of the determination area may be determined according to the operation speed such as the slide speed, the flick speed, and the scroll speed.
In addition, the type of content such as catalogs, procedure manuals, photo collections, texts, purpose of use such as marketing and business improvement, attributes of operators such as employees, skilled workers, beginners, unspecified number of users, screens of the electronic device 2 Set the conditions for determining the area of the judgment area according to the size of the display area, differences in operation means such as mouse, touch panel, and pen, and content registrants such as sales and technical staff, and automatically based on the determination conditions Alternatively, the determination area may be determined.
Further, the determination area determination process in these determination area determination units 142 may be made to select a determination area determination means from the Web browser 3 via the browsing determination display unit 15, or the determination area specification may be directly accepted. .

  Returning to FIG. 6, the browsing determination unit 145 determines, for each item region, whether or not the area of the item region is displayed in the determination region at or above the determination threshold. The browsing determination unit 145 determines that the item area has been browsed when the area of the item area is displayed at or above the determination threshold (first determination result). On the other hand, the browsing determination unit 145 determines that the item region is not being browsed when the area of the item region is not displayed for the determination threshold value or more. The browsing determination process of the browsing determination unit 145 will be described with reference to FIG.

FIG. 14 is a schematic diagram illustrating an example of the browsing determination process of the browsing determination unit 145 according to the present embodiment.
For example, when viewing the content page G11 in the screen display area at a display magnification of 3 times, if the determination area DP is the entire screen display area, the determination area includes one of the item areas A1, A2, A3, A4, and A5. Parts or all are displayed. At this time, the browsing determination unit 145 calculates the display area in which the item areas A1, A2, A3, A4, and A5 are included in the determination area DP. The browsing determination unit 145 compares the calculated display area with the determination threshold, and determines that the item area that is equal to or larger than the determination threshold, for example, the item areas A2 and A4, has been browsed (first determination result). On the other hand, the browsing determination unit 145 determines that the calculated display area is not being browsed for the item area of the display area that is less than the determination threshold, for example, A1, A3, and A5.
As described above, the browsing determination unit 145 can perform browsing determination on an item region having a display area equal to or larger than the threshold by performing browsing determination according to the display area, and can improve the determination accuracy. .

Returning to FIG. 6, the display time determination unit 143 reads the work log from the work log storage unit 132, and calculates the display time for each item area based on the time information when browsing the content included in the work log. The display time determination unit 143 determines whether or not the item area has been displayed in the determination area for a determination time or longer with respect to the item area determined by the browsing determination unit 145, that is, the display time in the item area is a predetermined time or longer. It is determined whether or not. When the item area is displayed in the determination area for the determination time or longer, the display time determination unit 143 determines that the item area has been browsed (second determination result). On the other hand, when the time during which the item area is displayed in the determination area is less than the determination time, the display time determination unit 143 determines that the item area is not being browsed.
As a result, the display time determination unit 143 can exclude the item area temporarily displayed in the determination area in the process of operations such as scrolling, flicking, and sliding from being determined to have been browsed. Accuracy can be improved.

The overlap determination unit 144 determines whether or not there are a plurality of item regions that are simultaneously viewed in the determination region among the item regions determined to have been browsed by the browsing determination unit 145 and the display time determination unit 143. The overlap determination unit 144 outputs a determination result to the finger line determination unit 147 when there are a plurality of item regions browsed in the determination region at the same time.
The touch position coordinate acquisition unit 146 reads the work log from the work log storage unit 132 and acquires the position coordinate of the touch position when operated by the indicator on the touch panel unit 22.

  The finger line determination unit 147 determines which item region from among the plurality of item regions browsed simultaneously in the determination region based on the determination result of the overlap determination unit 144 and the position coordinates of the touch position acquired by the touch position coordinate acquisition unit 146 Determine if has been viewed. Specifically, the finger line determination unit 147 determines, as a browsed item area, an item area where the position coordinates of the touch position are present among a plurality of item areas browsed simultaneously in the determination area (third determination). result).

  The display magnification determination unit 149 determines whether or not the display magnification when the item area is browsed is greater than or equal to the determination magnification. When the display magnification when the item area is browsed is equal to or greater than the determination magnification, it is determined that the item area is browsed (fourth determination result).

  The processing unit 148 includes a first determination result in the browsing determination unit 145, a second determination result in the display time determination unit 143, a third determination result in the finger line determination unit 147, and a fourth determination in the display magnification determination unit 149. The item area determined to have been browsed in all the results is stored in the browse determination storage unit 133 as browse information. In addition, the processing unit 148 statistically processes the browsing information and causes the browsing determination storage unit 133 to store the statistical result.

  In the present embodiment, it is determined that the item area has been browsed when it is determined that all of the first determination result, the second determination result, the third determination result, and the fourth determination result have been browsed. However, it may be determined as a browsed item area based only on one of the first determination result, the second determination result, the third determination result, and the fourth determination result. It is desirable to determine the item area as a browsed item by combining a plurality of determination results. The determination accuracy can be improved by determining the item area as a browsed item by combining a plurality of determination results.

The browsing determination display unit 15 provides the browsing determination screen information to the Web function unit 16, and specifies the work log in which the browsing determination process is performed and the determination condition from the browsing determination screen included in the browsing determination screen information. Then, the control unit 12 requests the browsing determination processing unit 14 to execute the browsing determination process. The browsing determination display unit 15 creates browsing determination screen information based on the result of the browsing determination process in the browsing determination processing unit 14, and provides and displays it on the Web function unit 16. The browsing determination display unit 15 reads the browsing information from the browsing determination storage unit 133 via the control unit 12 based on an operation signal from the browsing determination screen included in the browsing determination screen information, and outputs the browsing information in the CSV format. .
The web function unit 16 provides a web environment for displaying browsing information.

FIG. 15 is a table showing an example of browsing information provided by the Web function unit 16 according to the present embodiment.
The browsing information table T8 includes item columns of item name, page number, image, position image, browsing order, and browsing determination result. The browsing information table T8 is a two-dimensional tabular table having a row and a column in which a page number, an image, a position image, a browsing order, and a browsing determination result are stored for each item name.

The item name stores the name or identification number of the item area assigned to the check box of the item area. The page number stores the page number of a certain page in the content. In the image, an image for each item area included in each item area is stored. In the position image, an image indicating where the item area exists in the entire content is stored. The browsing order stores the order in which the item areas are browsed in the content page. The browsing determination result stores the time when each item area is displayed in the determination area and viewed.
In addition, the row in which the same browsing order is stored represents that a plurality of item areas are simultaneously browsed in the determination area, and which is the item area that is intentionally browsed by the browsing determination process in the browsing determination processing unit 14 Is determined, one item area is selected, and the overlapping browsing order is eliminated.

FIG. 16 is a schematic diagram illustrating an example of an output screen when the browsing determination display unit 15 according to the present embodiment outputs browsing information.
The text C1 on the output screen G12 is displayed as “to top / to browse determination”, and a link to the top page and the browse determination screen is given to the text C1.
The text C2 displays “Logging in: 8767107” indicating that a user is logged in.
In the input window IW1 corresponding to the affiliation (user), for example, a selection list is displayed by selecting the pull-down PD1, and for example, “ALL” is selected from the list. In the input window IW2 corresponding to the content list, selecting the pull-down PD2 displays a list of choices of content ID or content name, and selects, for example, the content of “Furniture furniture ver2.3” from the list.

In the input windows IW3 and IW4 corresponding to the start date and time, year, month, day, time (hour, minute, second) and the like are input. At this time, for example, the date is entered by selecting the date PD in the calendar by selecting the icon PD3. The start date / time represents the start date / time when the browsing determination process is performed.
In the input windows IW5 and IW6 corresponding to the end date and time, the year, month, day and time (hour, minute, second) are input. At this time, for example, the date is entered by selecting the date PD in the calendar by selecting the icon PD4. This end date and time represents the end date and time when the browsing determination process is performed.
That is, in the browsing determination process, the browsing determination process is performed on the work log of the affiliation (user) for the content selected in the content list in the period from the start date to the end date.

By selecting the search button B1, a browsing determination process is performed, and browsing information is displayed. The search result table T9 includes item columns of a user ID, a user name, a work name, a browsing determination accuracy, and a determination execution date and time. The search result table T9 is a two-dimensional table format table composed of rows and columns storing the user name, work name, browsing determination accuracy, and determination execution date for each user ID. Each row is provided with a selection button, and browsing information about the row selected by the selection button can be output in CSV format by selecting the output button B2.
The browsing determination accuracy stores the evaluation degree of the browsing determination process.

FIG. 17 is a table showing an example of an output file output by the browsing determination display unit 15 according to the present embodiment.
The output file table T10 is an output file table for content name: reception furniture ver2.3, and includes a user name, work name, work start date and time, work end date and time, browsing judgment accuracy, and judgment condition number. And a determination threshold value, a determination magnification, a determination time, a browsing order, a work area name, a display time, and a browsing determination result. The output file table T10 includes, for each user name, a work name, work start date / time, work end date / time, browsing determination accuracy, determination condition number, determination threshold, determination magnification, determination time, browsing order, work area name, display time, browsing It is a two-dimensional table format table composed of rows and columns in which determination results are stored.

In the user name, a user name corresponding to the user selected in the affiliation (user) input window in FIG. 16 is stored.
In the browsing determination accuracy, the determination accuracy (%) in the browsing determination process is stored. In the determination threshold, a threshold (%) for browsing determination in the browsing determination unit 145 is stored. The determination magnification stores a display magnification threshold (times) used for determination by the display magnification determination unit 149. In the determination time, a display time threshold value (milliseconds) used for determination by the display time determination unit 143 is stored. The browsing order stores the order in which the item areas are browsed. In the work area name, a name added to the item area is stored. The display time stores the time (milliseconds) when the item area is browsed. The browsing determination result stores whether browsing has been performed.

FIG. 18 is a flowchart illustrating an example of the item area dividing process in the item area dividing unit 141 according to the present embodiment.
In step ST101, the item area dividing unit 141 detects the position coordinates of the marker (check box) included in the content page.
In step ST102, the item area dividing unit 141 calculates the distance between the origin, which is the coordinates of the upper left corner of the content page, and each marker as a check box distance.
In step ST103, the item region dividing unit 141 extracts a marker having the closest distance from the origin as a target box.

In step ST104, the item area dividing unit 141 divides the content page into item areas that are rectangular areas including the origin and the target box extracted in step ST103.
In step ST105, the item region dividing unit 141 extracts, as a target box, a marker whose distance from the origin is the i-th (i = 2,..., N).

In step ST106, the item area dividing unit 141 includes a marker that is already closest to the marker extracted in step ST105 among the markers that have already been subjected to the item area dividing process, and a rectangle that includes the target box extracted in step ST105. The content page is divided into item areas, which are the areas.
In step ST107, the item area dividing unit 141 increments the value of the counter i (i = i + 1).
In step ST108, the item area dividing unit 141 determines whether or not area division into item areas has been performed for all markers. When area division into item areas is performed for all markers, the item area division processing is terminated. On the other hand, when the area division into the item areas is not performed for all the markers, the process returns to step ST105.

FIG. 19 is a flowchart illustrating an example of the browsing determination process of the browsing determination processing unit 14 according to the present embodiment.
In step ST201, the browsing determination processing unit 14 extracts content information and a work log from the content storage unit 131 and the work log storage unit 132.
In the processing from step ST202 to step ST211, the browsing determination processing unit 14 repeats for each work ID.

In step ST203, the item area dividing unit 141 performs the item area dividing process in steps ST101 to ST108 in FIG.
In step ST204, the determination area determination unit 142 determines the reference side of the determination area according to the moving direction of the screen display area, and determines the area of the determination area including the reference side according to the display magnification.
In step ST205, the browsing determination unit 145 determines whether the item area included in the determination area is equal to or greater than a predetermined ratio. If the item area included in the determination area is greater than or equal to the predetermined ratio, the process proceeds to step ST206. On the other hand, when the item area included in the determination area is less than the predetermined ratio, the process proceeds to step ST212.

In step ST206, the display time determination unit 143 determines whether or not the item area has been displayed in the determination area for a predetermined time or more. If the item area is displayed in the determination area for a predetermined time or longer, the process proceeds to step ST207. On the other hand, if the item area is displayed in the determination area for less than a predetermined time, the process proceeds to step ST212.
In step ST207, the overlap determination unit 144 determines whether or not a plurality of item areas are simultaneously displayed in the determination area. When a plurality of item areas are simultaneously displayed in the determination area, the process proceeds to step ST208. On the other hand, when a plurality of item areas are not simultaneously displayed in the determination area, the process proceeds to step ST210.

In step ST208, the touch position coordinate acquisition unit 146 acquires the position coordinates of the touch position.
In step ST209, the finger line determination unit 147 selects, as a browsed item area, an item area where the position coordinates of the touch position are present from among a plurality of item areas displayed simultaneously in the determination area.
In step ST210, the processing unit 148 stores the item area selected in step ST207: NO or step ST209, the determination result, and the determination condition in the browsing determination storage unit 133 as browsing information.
In step ST211, the processes from step ST202 to step ST210 are terminated, and the process proceeds to step ST212.
In step ST212, the processing unit 148 determines whether or not browsing determination processing has been performed on all work logs. When the browsing determination process is performed for all work logs, the browsing determination process is terminated. On the other hand, if the browsing determination process is not performed for all work logs, the process returns to step ST202.

  As described above, according to this embodiment, the information processing apparatus 1 stores a work log including at least the display magnification for each content when the electronic device 2 browses the content and the coordinate information of the screen display area. Calculated from the display magnification and the coordinate information of the screen display area for each item area divided by the section 13, the item area dividing part 141 for dividing the item area into a plurality of item areas constituting the content, and the item area dividing part 141. A determination area determination unit 142 that determines a determination area that represents an area to be determined based on the moving direction of the screen display area, an item area that is divided by the item area division unit 141, and a determination area that is determined by the determination area determination unit 142 And a browsing determination unit 145 that determines whether or not the item area has been browsed.

  As a result, the information processing apparatus 1 can analyze whether or not each item area has been browsed based on the determination area in the screen display area. You can analyze the browsing situation.

  In addition, you may make it implement | achieve part or all of the information processing apparatus 1 in embodiment mentioned above with a computer. In that case, the program for realizing the control function may be recorded on a computer-readable recording medium, and the program recorded on the recording medium may be read by a computer system and executed. Here, the “computer system” is a computer system built in the information processing apparatus 1 and includes an OS and hardware such as peripheral devices.

  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. Furthermore, the “computer-readable recording medium” is a medium that dynamically holds a program for a short time, such as a communication line when transmitting a program via a network such as the Internet or a communication line such as a telephone line, In such a case, a volatile memory inside a computer system serving as a server or a client may be included and a program that holds a program for a certain period of time.

  The program may be a program for realizing a part of the functions described above, and may be a program capable of realizing the functions described above in combination with a program already recorded in a computer system.

  Further, a part or all of the information processing apparatus 1 in the above-described embodiment may be realized as an integrated circuit such as an LSI (Large Scale Integration). Each functional block of the information processing apparatus 1 may be individually made into a processor, or a part or all of them may be integrated into a processor. Further, the method of circuit integration is not limited to LSI, and may be realized by a dedicated circuit or a general-purpose processor. Further, in the case where an integrated circuit technology that replaces LSI appears due to progress in semiconductor technology, an integrated circuit based on the technology may be used.

  As described above, the embodiment of the present invention has been described in detail with reference to the drawings. However, the specific configuration is not limited to the above, and various design changes and the like can be made without departing from the scope of the present invention. It is possible to

N1 Network 1 Information processing device 2 Electronic device 3 Web browser 21 Communication function unit 22 Touch panel unit 23 Viewer unit 24 Work log storage unit 11 Communication function unit 12 Control unit 13 Storage unit 131 Content storage unit 132 Work log storage unit 133 Browsing determination storage Unit 14 browsing determination processing unit 141 item region dividing unit 142 determination region determination unit 143 display time determination unit 144 overlap determination unit 145 browsing determination unit 146 touch position coordinate acquisition unit 147 finger line determination unit 148 processing unit 149 display magnification determination unit 15 browsing Judgment display unit 16 Web function unit

Claims (7)

A storage unit that stores a work log including at least display magnification for each content when browsing content on an electronic device and coordinate information of a screen display area;
An item area dividing unit that divides the contents into item areas for each of a plurality of items constituting the content;
An area to be determined based on the display magnification included in the work log and the moving direction of the screen display area calculated from the coordinate information of the screen display area for each item area divided by the item area dividing unit A determination region determination unit that determines a determination region to be represented;
A browsing determination unit that determines whether or not the item region has been browsed based on the item region divided by the item region dividing unit and the determination region determined by the determination region determination unit;
An information processing apparatus comprising: The work log includes time information when browsing the content,
A display time determination unit that calculates a display time for each item area based on the time information and determines whether or not the display time in the item area determined to have been browsed by the browsing determination unit is equal to or longer than a predetermined time. The information processing apparatus according to claim 1. The work log includes operation information representing an operation in the electronic device when the content is browsed,
The determination part which specifies the item area which the user made the operation object according to the operation information when a plurality of the item areas are displayed in the determination area at the same time. The information processing apparatus according to claim 2. The said browsing determination part produces | generates browsing information by matching the said item area | region, the browsing order, and display time in the browsing order. The Claim 1 characterized by the above-mentioned. Information processing device. An information processing system comprising an electronic device and an information processing device,
A storage unit that stores a work log including at least display magnification for each content when viewing the content on the electronic device and coordinate information of a screen display area;
An item area dividing unit that divides the contents into item areas for each of a plurality of items constituting the content;
For each item area divided by the item area dividing unit, a determination area representing an area to be determined based on the display magnification and the moving direction of the screen display area calculated from the coordinate information of the screen display area is determined. A determination area determination unit;
A browsing determination unit that determines whether or not the item region has been browsed based on the item region divided by the item region dividing unit and the determination region determined by the determination region determination unit;
An information processing system comprising: A storage unit that stores a work log including at least display magnification for each content when browsing content on an electronic device and coordinate information of a screen display area;
A first step of dividing the content into item areas for a plurality of items constituting the content;
A determination area representing an area to be determined based on the display magnification and the moving direction of the screen display area calculated from the coordinate information of the screen display area is determined for each of the item areas divided in the first process. A second process to
A third step of determining whether the item region has been browsed based on the item region divided in the first step and the determination region determined in the second step;
An information processing method characterized by comprising: In a computer of an information processing apparatus including a storage unit that stores a work log including at least display magnification for each content when viewing content on an electronic device and coordinate information of a screen display area,
A first step of dividing the content into item areas for a plurality of items constituting the content;
A determination area representing an area to be determined based on the display magnification and the moving direction of the screen display area calculated from the coordinate information of the screen display area is determined for each of the item areas divided in the first step. A second step of:
A third step of determining whether or not the item region has been browsed based on the item region divided in the first step and the determination region determined in the second step;
A program for running