JP6488417B1 - Workshop support system and workshop support method - Google Patents

Abstract

A display object grouping used in a workshop and a recommendation associated with the grouping are performed with good accuracy without omission.
In a workshop support system, a storage device that holds information on an electronic sticky note that is obtained and displayed from a predetermined device with respect to a predetermined discussion target, and a voice that is transmitted through the predetermined interfaces 103 and 104 for the electronic sticky note. By receiving data and performing voice recognition processing on the voice data, the text of the content indicated by the voice data is acquired, and the predetermined characteristic of the text derived from the voice data related to the electronic sticky note is obtained between each of the electronic sticky notes. In contrast, an arithmetic device that executes processing for specifying electronic sticky note groups in which the texts are in a predetermined relationship and processing for displaying information on the electronic sticky note groups on the display device 106 is provided. .
[Selection] Figure 1

Description

  The present invention relates to a workshop support system and a workshop support method. Specifically, the present invention relates to a technique for accurately performing grouping of display objects used in a workshop and recommendations associated with the grouping without omission.

Due to various factors such as population decline, natural expansion of the market scale is unlikely in the future. Under such circumstances, each company has to survive and create innovation.
Therefore, so-called workshops have been proposed and widely implemented as a method for companies to come up with innovative ideas.

  In this workshop, after gathering experts with various knowledge, the facilitator plays a central role and gives each other opinions using various tools such as sticky notes. A large number of opinions from different perspectives may lead to innovative ideas that have never existed before. The success or failure of the idea generation and the quality of the generated content can be influenced by the facilitator's difference in addition to the skills and attitudes of experts who are workshop participants.

  Facilitators, on the other hand, perform a wide variety of tasks such as designing and managing such workshops, consensus building, and encouraging opinions and questions. In particular, during discussions in the workshop, it is necessary to perform tasks such as time management, understanding of each person's opinions and visualization of contents, and grouping of opinions at the same time.

  Therefore, there is a conventional technique that supports the work of the facilitator in the workshop. For example, services that are effective in solving business issues and the products and technologies that make up them are presented in a multifaceted and easy-to-recognize manner, and the definition objects such as services are placed in appropriate areas, enabling efficient and accurate services. A technique for supporting design (see Patent Document 1) has been proposed.

  In addition, the option information that accepts a selection operation on a display device on which a plurality of option information is displayed, the task is to display a plurality of options so that the user can notice the existence of various options; A first storage unit that stores a timing at which a selection operation for the option information is received, and a detection device that detects at least one of a location where the display device is located and a user existing in the location; Reference is made to the second storage unit that stores the detected detection information and the time information at which the detected information is detected in association with each other, and indicates that at least one of the location and the user is in a predetermined state. Identifies and identifies option information stored in the first storage unit in association with timing corresponding to the time information stored in the second storage unit in association with detection information The choice information has also been proposed an image control method for controlling to display on said display device in a display mode different (see Patent Document 2) and the other options information.

WO2016 / 135883 JP 2017-204146 A

In actual workshops, not only the information input to objects such as electronic sticky notes, but also verbal explanations by participants who input the information and information on discussions between participants on the spot are more important There are many cases that become. However, in the prior art, no assistive technology has been proposed for facilitators to appropriately respond to such situations and to appropriately lead discussions.

  Also, as shown in the prior art, even if voice data etc. that contains the above explanation and discussion is made into text or illustration, the facilitator understands them without leaking them, depending on the subject matter etc. in the workshop, It is also difficult to use such information for grouping. If a suitable grouping cannot be performed, it is difficult to specify the viewpoints and ideas that are necessary in the discussion, but it is naturally difficult to present (recommend) those viewpoints.

  SUMMARY OF THE INVENTION An object of the present invention is to provide a technique for accurately performing grouping of display objects used in a workshop and recommendations accompanying the grouping without omission.

  The workshop support system of the present invention that solves the above problems includes a storage device that holds information on an electronic sticky note that is acquired and displayed from a predetermined device with respect to a predetermined discussion target, and voice data that is transmitted via a predetermined interface with respect to the electronic sticky note. Between the processing for obtaining the text indicated by the voice data by performing voice recognition processing on the voice data, and the predetermined characteristics of the text derived from the voice data related to the electronic sticky note And a processing unit that executes a process of specifying an electronic sticky note group in which the texts have a predetermined relationship and a process of displaying information on the electronic sticky note group on a display device. Features.

  In the workshop support method of the present invention, an information processing system including a storage device that holds information on an electronic sticky note acquired and displayed from a predetermined device with respect to a predetermined discussion target is connected to the electronic sticky note via a predetermined interface. By receiving voice data and performing voice recognition processing on the voice data, between the process of obtaining the text of the content indicated by the voice data and each of the electronic sticky notes, the text derived from the voice data related to the electronic sticky notes It is characterized in that a process for identifying electronic sticky note groups in which predetermined texts are contrasted and a predetermined relationship between the texts is specified and a process for displaying information on the electronic sticky note groups on a display device are executed.

  According to the present invention, grouping of display objects used in a workshop and recommendations accompanying the grouping can be carried out with good accuracy without omission.

It is a figure which shows the structural example of the workshop assistance system of this embodiment. It is a figure which shows the example of the electronic tag data in this embodiment. It is a figure which shows the example of the participant data in this embodiment. It is a figure which shows the example of the workshop information data in this embodiment. It is a figure which shows the example of the audio | voice information data in this embodiment. It is a figure which shows the example of the group information data in this embodiment. It is a figure which shows the example 1 of a flow of the workshop assistance method in this embodiment. It is a figure which shows the example 2 of a flow of the workshop assistance method in this embodiment. It is a figure which shows the example 1 of a screen in this embodiment. It is a figure which shows the example 2 of a screen in this embodiment. It is a figure which shows the example 3 of the flow of the workshop assistance method in this embodiment. It is a figure which shows the example 4 of a flow of the workshop assistance method in this embodiment. It is a figure which shows the example 2 of a screen in this embodiment. It is a figure which shows the example 3 of a screen in this embodiment.

--- System configuration ---

  Embodiments of the present invention will be described below in detail with reference to the drawings. FIG. 1 is a network configuration diagram including the workshop support system 110 of the present embodiment. A workshop support system 110 illustrated in FIG. 1 is a computer system that performs display object grouping and recommendation associated with the grouping used in the workshop with high accuracy without omission.

  As the basis of such workshop support system 110, applicants will be able to “discover business opportunities”, “discover field issues”, “analyze management issues” and new concepts to share visions with customers. Develop tools to collaborate with customers in a wide range of phases, such as “creation of service ideas” for the purpose of creation, “design of business models”, and “simulation of business value” for verification of business value Have already proposed.

  In workshops using these tools, it is possible to hold high-quality discussions among the participants 102 of the workshop, centering on the facilitator 105, and the creation of promising service businesses is expected. ing.

  Each of the above-described workshop participants 102 and the facilitator 105 can use the electronic sticky note transmitting terminal 101. The electronic sticky note transmitting terminal 101 is operated at appropriate occasions such as when the participants 102 and the facilitator 105, etc., develop various opinions such as awareness and proposal regarding the subject of discussion (hereinafter referred to as a theme). It is a terminal that inputs and uploads to the workshop support system 110 in the form of an electronic sticky note.

  In the electronic sticky note transmitting terminal 101, the input interface for receiving the information input for the electronic sticky note can be assumed to be a touch panel, a keyboard, a microphone, or the like.

  Further, the participant 102 and the facilitator 105 described above can use the sound recording devices 103 and 104 such as a microphone that can record the content of each statement. In addition to the facilitator 105, the voice recording devices 103 and 104 may be used exclusively by each of the participants 102, or a single device that can record the content of all of the participants 102 and the facilitator 105. You may do that. Note that an AI speaker capable of interactively exchanging conversations may be employed as the voice recording devices 103 and 104. Further, the function of the voice recording devices 103 and 104 may be replaced with a microphone included in the electronic tag sending terminal 101, that is, the electronic tag sending terminal 101 may include the voice recording devices 103 and 104.

  In the workshop in which the participant 102 and the facilitator 105 participate, the workshop support system 110 of the present embodiment and the workshop digital tool are added to the electronic sticky note transmitting terminal 101 and the voice recording devices 103 and 104 described above. 106 will be used.

  Among these, the workshop support system 110 includes a data server 120 and a calculation server 140, and is a computer system that is an execution subject of the workshop support method of the present embodiment.

  The data server 120 in the above configuration is a general server device, and includes a CPU (Central Processing Unit) 122, a memory 123, a network I / F (Interface) 121, and an auxiliary storage device 124. .

  The above-described CPU 122 operates as a computing device according to a program 1231 stored in the memory 123, and implements functions necessary for the workshop support system 110. Note that the memory 123 is a main storage device including a volatile storage element such as a RAM.

  The network I / F 121 is a device connected to the network 107 and responsible for communication processing with other devices such as the electronic sticky note transmitting terminal 101, the recording devices 103 and 104, the calculation server 140, and the workshop digital tool 106. .

  In addition, the auxiliary storage device 124 is a storage device that includes an appropriate nonvolatile storage element such as an SSD (Solid State Drive) or a hard disk drive.

  The auxiliary storage device 124 of the data server 120 holds electronic sticky note data 125, participant information data 126, workshop information data 127, voice information data 218, voice foul 129, and group information data 130. Yes. These are all stored in the database 131.

Of these, the electronic sticky note data 125, which will be described in detail later (same below), stores information on the electronic sticky note transmitted from the electronic sticky note transmitting terminal 101, and includes identification information and themes of the workshop, A record including text data of an electronic sticky note is stored.
In addition, the participant information data 126 stores a record including information on the affiliation and role of the participant in the workshop.
The workshop information data 127 stores records including information on each workshop managed by the workshop support system 110.

  The audio information data 128 stores records including information related to audio for each electronic tag, such as verbal explanations related to the electronic tag by the participants. An audio file 129 indicated by the audio information data 128 as the file name 502 is also stored in the auxiliary storage device 124.

  The group information data 130 stores records including information on electronic sticky note groups, which are the results of grouping electronic sticky notes displayed (or displayed) by the workshop support system 110 using the workshop digital tool 106. It is.

  Each of the data 125 to 130 and the program 1231 described above may be divided into a plurality of storage devices in addition to the form stored in the single auxiliary storage device 124. The same applies to the calculation server 140 described below.

  On the other hand, the calculation server 140 holds a group calculation program 145, a group calculation preparation program 146, a recommendation calculation program 147, and a recommendation calculation preparation program 148, and selectively executes them as necessary. Implement the function.

  Among these, the group calculation preparation program 146 is a program for making preparations for calculating the grouping of electronic sticky notes based on the data stored in the data server 120.

The group calculation program 145 is a program that calculates the grouping of electronic sticky notes using the result of the group calculation preparation program 146 described above.

Also, the recommendation calculation preparation program 148 is a program for making preparations for recommending knowledge that has been obtained so far, that is, a viewpoint that is not sufficient for an electronic sticky note, an appropriate idea, and the like regarding the theme in the next workshop.
Also, the recommendation calculation program 147 is a program for recommending the above-mentioned insufficient viewpoint and appropriate ideas.

The calculation server 140 stores each of these programs in the database 151 in advance, reads these programs into the memory 143, and executes them by the CPU 142. Note that the execution of the program may use a GPU (Graphics Processing Unit) instead of the CPU (when the calculation server 140 includes a GPU).

  For this reason, the CPU 142 executing the above-described programs may be regarded as a processing unit. For example, the CPU 142 executing the grouping calculation program 145 may be regarded as a grouping calculation processing unit. Further, in the following description, the subject of processing whose program is the subject may be the CPU 142, or the subject may be replaced by the CPU 142.

The network I / F 141 is an interface for connecting to the data server 120 via a network (not shown) or the network 107, and can acquire the database 131 of the data server 120.

Further, the database 151 stores the calculation processing results of the group calculation preparation program 146, the group calculation program 145, the recommendation calculation preparation program 148, the recommendation calculation program 147, and the like. The database 151 may store the same data as the database 131 by copying part or all of the data of the data server 120.

  When each program stored in the database 151 is executed, the calculation server 140 reads the data to be analyzed from the data server 120, temporarily stores it in the memory 143, and executes it by the CPU 142 to perform various functions. Realize.

  It should be noted that the result of the processing executed by the calculation server 140, for example, information such as the calculation result of the grouping calculation program 145 is displayed on the workshop digital tool 106 via the network I / F or the network I / F 107 (not shown). Will be.

  In the configuration of FIG. 1, an example in which the data server 120 and the calculation server 140 are different servers is shown. However, these two servers may be one server, and each data is a different server. The system may be stored in the server and each program may be executed by a different server.

On the other hand, the workshop digital tool 106 is connected to the workshop support system 110 via the network 107, and the workshop participant 102 and the facilitator 105 all share information and can perform appropriate operations related to the information. It is a video display device. A large touch panel can be assumed as the workshop digital tool 106.

The workshop digital tool 106 may include a single display and display all information on the display. Alternatively, the workshop digital tool 106 may include a plurality of displays and display information in a distributed manner on the plurality of displays. Also good. Further, the shape of the electronic sticky note displayed on the display of the workshop digital tool 106 is not limited to the shape of a general sticky note, and various shapes and forms may be adopted.
--- Data structure example ---

  Next, tables used by the workshop support system 110 of this embodiment will be described. FIG. 2 shows an example of the electronic sticky note data 125 in the present embodiment.

  The electronic sticky note data 125 in the present embodiment uses the workshop ID 201 for identifying the workshop as a key, the discussion target in which the electronic sticky note is generated, that is, the theme 202, the ID 203 of the participant who created the electronic sticky note, and the electronic sticky note. ID 204 of the electronic sticky note to be identified, text data 205 input to the electronic sticky note, voice data ID 206 identifying the voice data associated with the electronic sticky note, and the corresponding group set when the electronic sticky note is grouped This is an aggregate of records in which each value of the group ID 207 to be identified is associated.

  The theme 202 described above also corresponds to a frame arranged on the display of the workshop digital tool 106. Therefore, the electronic sticky note associated with the theme 202 is arranged and displayed in the corresponding frame on the display of the workshop digital tool 106.

  Here, when the information input by the participants 102 regarding the electronic sticky note is not a text but a figure, for example, a path indicating the location where the figure is stored in the database 131 is set instead of the text data 205. It is also good.

  Further, in the example in FIG. 2, a case where “issue” and “means for solving” are adopted as the theme of the above-described frame is shown. For example, “issue”, “service idea”, “future” , “Present”, “past”, “in-house”, “other company”, and the like.

  The electronic sticky note data 125 in the present embodiment is expressed as a table data structure, but is not limited to this. In addition, other data structures such as a list may be used. The data structures shown in FIGS. 4 to 6 described below may be different from the illustrated data structures.

Next, FIG. 3 shows an example of the participant information data 126 stored in the data server 120. As shown in FIG. 3, the participant information data 126 includes a participant ID 401 that uniquely identifies a participant in a predetermined workshop as a key, the participant's name 402, affiliation 403, and role 404 in the workshop. It is a collection of records with associated values. Here, it is not always necessary to store information about name, affiliation, role, and the like.
FIG. 4 is a diagram showing an example of workshop information data 127 stored in the data server 120.

As shown in FIG. 4, the workshop information data 127 in this embodiment includes a workshop ID 302 that uniquely identifies a workshop as a key, a workshop name 302 that is the name of the workshop, and a start date and time of the workshop. The date and time 303 shown, and the participant ID 304 of the participant of the workshop.
FIG. 5 shows an example of the audio information data 128 stored in the data server 120 of this embodiment.

As shown in FIG. 5, the audio information data 128 of the present embodiment includes an audio data ID 501 that uniquely specifies audio data, a file name 502 that indicates the file name of the audio data (or a path that indicates the file), and the It is composed of records in which values such as comment data 503 obtained by converting voice data into text by voice recognition processing are associated with each other.
FIG. 6 shows an example of the group information data 130 stored in the data server 120 of this embodiment.

As shown in FIG. 6, the group information data 130 of this embodiment includes an identification number obtained by grouping one or a plurality of electronic sticky notes, that is, a group ID 601 that uniquely identifies a group, and a group name 602 assigned to the group. , The electronic sticky note ID 603 of the electronic sticky note included in the group is composed of records associated with each other.
--- Flow example 1 ---

  Hereinafter, the actual procedure of the workshop support method in the present embodiment will be described with reference to the drawings. Various operations corresponding to the workshop support method described below are realized by a program that the workshop support system 110 reads into a memory or the like and executes. And this program is comprised from the code | cord | chord for performing the various operation | movement demonstrated below.

  FIG. 7 is a diagram showing a flow example 1 of the workshop support method in the present embodiment. Specifically, the group calculation preparation program 146 of the calculation server 140 performs a preparation process for grouping electronic sticky notes. It is a figure which shows the example of a flow.

  In this case, first, the calculation server 140 starts the group calculation preparation program 146 (step 700). At the time of this activation, it is assumed that an appropriate person in charge such as the facilitator 105 designates the calculation server 140 with respect to the workshop to be grouped with electronic sticky notes and the theme thereof.

  Next, the activated group calculation preparation program 146 acquires information (for example, each side length in a rectangle, etc.) regarding the shape of the frame used in the workshop (specified by the above-mentioned person in charge) from the database 151 ( Step 701). This frame is an object for placing an electronic sticky note corresponding to a subject to be discussed in the workshop, that is, a theme.

  Note that the information on the shape of the frame described above is input in advance by the above-mentioned person in charge on the workshop digital tool 106 prior to step 701 and uploaded to the calculation server 140 via the network 107. . The calculation server 140 stores this in the database 151.

  Needless to say, the workshop digital tool 106 is not limited to a terminal that transmits information related to the shape of the frame to the calculation server 140. Further, the frame shape data stored in the database 151 may be used in step 701 as it is.

Next, the group calculation preparation program 146 designates theme allocation for each frame for which information has been acquired in step 701 described above, for example, the workshop digital tool 1
Accept from 06 (step 702). When the workshop is held and the electronic sticky notes transmitted by the participants 102 are displayed on the display of the workshop digital tool 106 and placed in the frame by the facilitator 105, the theme of the frame is the electronic sticky note of the electronic sticky note. Become a theme. Therefore, in this case, the value of the corresponding theme is registered in the theme 202 column in the record of the electronic sticky note in the electronic sticky note data 125.

  Next, the group calculation preparation program 146 uses the theme 202 in each record of the electronic sticky note data 125 as the ID of the electronic sticky note having the same theme as the theme of each frame (the theme assigned in step 702 described above) as the value of the theme 202. Search and extraction based on the value of (step 703).

  Finally, the group calculation preparation program 146 generates a model for vectorizing the value of the electronic sticky note comment data 503 extracted in step 703, and stores this in the database 151 as a model corresponding to the theme (step 704). .

  As a technique for vectorizing the value of the comment data 503 described above, for example, there is Doc2Vec. This is a machine learning technique for vectorizing a sentence, and can generate a model that takes a sentence as an input and outputs a vector expressing the sentence as an output.

The group calculation preparation program 146 ends this flow if the model is generated and stored in the database 151 in step 704 described above (step 705).
If there are a plurality of frames, the processing from step 702 to step 704 is executed for each frame.
--- Flow example 2 ---

  Next, the electronic sticky note grouping process by the group calculation program 145 will be described. FIG. 8 is a diagram illustrating a flow example of the workshop support method according to the present embodiment. Specifically, FIG. 8 is a diagram illustrating a flow example of the group calculation program 145.

  In this case, first, the group calculation program 145 receives, for example, workshop start information from the workshop digital tool 106 (step 800). This start information is information notified from the workshop digital tool 106 when the facilitator 105 performs a predetermined operation such as tapping a predetermined icon on the touch panel of the workshop digital tool 106.

  Next, the group calculation program 145 receives the login information of the participant who operates the electronic tag sending terminal 101 from the electronic tag sending terminal 101 (step 801). This login information is information to notify that when the above-mentioned participant succeeds in a predetermined login process in the electronic sticky note transmitting terminal 101.

  Subsequently, the group calculation program 145 receives information on the electronic sticky note from the above-described electronic sticky note transmitting terminal 101, transmits it to the workshop digital tool 106, displays it on the touch panel, and performs predetermined operations by the operation of the facilitator 105. The situation that the electronic sticky note is placed in the frame is detected via the workshop digital tool 106 (step 802). In this case, the facilitator 105 visually recognizes the contents of the electronic sticky notes generated and transmitted by the participants 102 on the touch panel of the workshop digital tool 106 with respect to a predetermined theme in the workshop, and based on the contents, Decide the theme and perform the operation of dropping it in the corresponding frame.

FIG. 9 shows an example of a display screen in the workshop digital tool 106. In this screen 1000, frames 1102 and 1107 corresponding to the theme are arranged. In the frame 1102, an electronic sticky note 1106 by a participant “Person A” and an electronic sticky note 1104 by a participant “Person B” are displayed by operating the facilitator 105. Also, the frame 110
7, the electronic sticky note 110 by the participant “PersonC” is displayed by operating the facilitator 105.
9 is arranged.

  In step 802 described above, the group calculation program 145 sets information on the theme of the frame in the theme 202 field of the record of the electronic tag in the electronic tag data 125 in accordance with the arrangement of the electronic tag in the frame. (Step 802).

  For example, the workshop digital tool 106 (and the group calculation program 145 via the workshop digital tool 106) recognizes in which frame the electronic sticky note is placed, for example, on the touch panel of each frame. Position information (e.g., a coordinate value stored in advance and indicating a drawing range of the frame) and arrangement information of the target electronic sticky note (e.g., the coordinate value of the object corresponding to the electronic sticky note at the end of the placement operation) As an example, a method of collating and specifying a frame including the coordinate value of the electronic sticky note in the drawing range can be assumed.

  Subsequently, the group calculation program 145 sends, from the workshop digital tool 106, a predetermined instruction to activate one of the electronic sticky notes displayed on the touch panel by an operation on the touch panel of the workshop digital tool 106, for example. If received (step 803), for example, the instruction to change the display form of the electronic sticky note to a predetermined color or shape in an “active state” different from the normal time is notified to the workshop digital tool 106, and The data server 120 is instructed to start voice recording processing by the microphones 103 and 104 for the verbal explanation of the participant (step 804).

  In this recording process, when there is an electronic sticky note in the “active state” described above, the data server 120 takes in output data from the microphones 103 and 104, that is, audio data in accordance with the instruction from the group calculation program 145 described above. This is the process of storing in the audio file 129. Of course, the microphones 103 and 104 are connected to the data server 120 via an appropriate interface, and the audio data collected by the microphones 103 and 104 is transmitted to the data server 120.

  In the example of the screen 1000 shown in FIG. 9, the electronic sticky note 1109 arranged in the frame 1107 is tapped by the facilitator 105 and the workshop digital tool 106 that receives the operation performs a predetermined activation state described above. The instruction indicates a state notified to the group calculation program 145. In the example of FIG. 9, in order to make the display form of the electronic sticky note 1109 different from the normal time, the “active state” electronic sticky note is expressed by a thicker line than the normal time.

  Subsequently, the group calculation program 145 acquires the voice data stored in the data server 120, and inputs the text data to a predetermined voice recognition program, thereby obtaining the text data as the content of the above-mentioned oral explanation indicated by the voice data. Generate (step 805). An existing program may be adopted as appropriate for this voice recognition program. In addition, each of the voice data acquisition and text processing in step 804 and step 805 may be performed simultaneously with the acquisition of the voice data, that is, in real time.

As described above, it is preferable that cleansing processing for assisting text conversion is performed on the audio data before converting the audio data into text. For example, the microphone 103
, 104 and the process of removing voices not directly related to the discussion such as “Ah” and “Eh”. For such cleansing processing, existing technology may be adopted as appropriate.

  Next, the group calculation program 145 receives from the workshop digital tool 106 a predetermined instruction for deactivation indicating the end of audio recording, and receives the file name and text of the audio data obtained in step 805. A record including the data is generated and stored in the audio information data 128 (step 806). At this time, the group calculation program 145 assigns an audio data ID that uniquely identifies the audio data to the record according to a predetermined rule.

  Further, in accordance with this step 806, the group calculation program 145 causes the text data generated in step 805 to be displayed in the voice text column 1112 of the screen 1000 displayed on the touch panel of the workshop digital tool 106.

  In this case, the group calculation program 145 uses the electronic sticky notes 1104, 1106, and 1109 received from the electronic sticky note transmitting terminal 101 in the post-it column 1110 in order to make it easy to visually understand the flow of discussion in the workshop. It is preferable to arrange them in time series in the order of reception. Therefore, it is more preferable that the text data displayed in the above-mentioned voice text column 1112 is arranged and displayed in accordance with the arrangement order of the corresponding electronic sticky note in the post-it column 1110. At this time, a time stamp 1111 indicating the reception date / time of the electronic sticky notes 1104, 1106, 1109 and the generation date / time of the text data may be displayed together.

  It should be noted that the predetermined instructions for the activation state and the inactivation state received in steps 803 and 806 described above are sent via the network 107 by the facilitator 105 operating the workshop digital tool 106. However, such an instruction is not limited to the operation using the workshop digital tool 106, but may be an utterance of a predetermined content in front of the microphone 104 by the facilitator 105 (of course, in this case, the content of the utterance is recognized as an instruction) Possible speech recognition processing functions are pre-installed in the workshop digital tool 106 or data server 120).

  Next, the group calculation program 145 performs irregular processing (step 807). This irregular processing is performed when, for example, an electronic sticky note to which frame theme information has already been added is moved to another frame by the operation of the facilitator 105 on the touch panel of the workshop digital tool 106. 145 can assume a process of changing the theme of the electronic tag to the theme of the destination frame. This is an electronic sticky note posted for a certain theme. However, when the facilitator 105 listens to the verbal explanation of the participant 102, it is a process that may occur when the content is actually a different theme.

  As another irregular process, there is a process for copying an electronic sticky note. This is because the facilitator 105 on the touch panel of the workshop digital tool 106 receives an execution trigger for electronic sticky note duplication processing (double click of the electronic sticky note, voice operation, etc.) and has new electronic sticky note ID information. In this process, an electronic sticky note is created, information other than the electronic sticky note is copied, and displayed on the screen.

Further, while the comment data 503 of each electronic sticky note is displayed on the touch panel of the workshop digital tool 106, a comment is added or deleted in response to a predetermined operation being performed on the display location of the comment data 503. It is also possible to assume a process of performing This is processing that occurs when the facilitator 105 performs an operation when dealing with a case where the discussion spans a plurality of contents while proceeding with the discussion.

  As another irregular process, there is a process of integrating data of two electronic sticky notes into one electronic sticky note. This is a process corresponding to the case where the content of the electronic sticky note substantially matches the content of the electronic sticky note already described.

  Next, the group calculation program 145 calculates the degree of relationship (step 808). The group calculation program 145 in this case uses the value of the comment data 503 (text derived from the voice data) corresponding to each electronic sticky note stored in the electronic sticky note data 125 in the processing so far as the group calculation preparation program 146. Therefore, it is vectorized by applying it to the already created model (model for vectorizing text). In addition, the group calculation program 145 calculates a feature amount representing the degree of relationship using the vector of each electronic sticky note thus obtained. More specifically, the cos similarity of the vector of each electronic sticky note is calculated, and the value of the similarity is used as the feature amount, that is, the relationship. Of course, the method for calculating the feature amount is not limited to this, and other methods may be adopted as appropriate.

  Subsequently, the group calculation program 145 generates an electronic sticky note group having a relationship degree equal to or higher than a predetermined standard based on the relation degree obtained in step 808 described above. (Step 809). The group calculation preparation program 146 generates a record including the group name of the electronic tag group generated here and the ID of the electronic tag included in the electronic tag group, and stores this in the group information data 130. .

  As an information display form of the electronic sticky note group, for example, an electronic sticky note object having a higher degree of relation than a preset threshold value is connected by drawing a predetermined color, thickness, or line type line. Can be assumed.

  As another display mode, for example, it is possible to assume that the same color is given to the outline of each object of the electronic sticky note whose degree of relation is higher than a predetermined threshold. Moreover, the form arrange | positioned in the distance close | similar to a predetermined reference | standard by applying a dynamic model with respect to electronic sticky notes with a high degree of relationship can also be assumed.

  As described above, when electronic sticky notes having a higher degree of relation than a preset threshold value can be distinguished as the same group, the group calculation program 145 combines the electronic sticky notes having a higher degree of relation into one group. The electronic sticky notes grouped together in one group are placed close to each other on the touch panel of the workshop digital tool 106 and surrounded by a frame, that is, placed in the same frame, thereby expressing the same group. To do. It is preferable that an interface for entering a group name indicating the electronic sticky note group is attached to this frame and a group name setting operation by the facilitator 105 is accepted.

  FIG. 10 shows an example of a display screen in the workshop digital tool 106. This screen 1100 is a screen that has transitioned from the screen 1000 in FIG. 9. Like the screen 1000, frames 1102 and 1107 are arranged in a frame 1101 in which the above-described frames are arranged, and each frame is set by the facilitator 105. In addition, themes 1103 and 1108 such as “problem to be solved by the invention” and “means for solving the problem” are set.

For example, in a frame 1102 whose theme is “problem to be solved by the invention”, an electronic sticky note 1106 by a participant “PersonA” and an electronic sticky note group that is a target of grouping processing regarding the theme by the group calculation program 145 described above. An electronic sticky note 1104 by the participant “PersonB” is arranged. Further, the electronic sticky note 1106 and the electronic sticky note 1104 are connected by a line segment 1105 because it is determined that the above-described cos similarity is high, that is, the electronic sticky notes having a high degree of relationship.

  On the other hand, before the grouping by the group calculation program 145, the above-mentioned line tag 1105 is connected between the above-mentioned electronic sticky note 1106 and the electronic sticky note 1104 as shown in the screen 1000 illustrated in FIG. Absent. At this stage of the ungrouping process, the data server 120 displays the electronic sticky note received from the electronic sticky note transmitting terminal 101 on the touch panel of the workshop digital tool 106, and the facilitator 105 that recognizes this displays the appropriate theme 1103, It is only arranged within the frame 1108.

  Next, the group calculation program 145 determines whether there is an electronic sticky note to be activated among the electronic sticky notes displayed on the touch panel of the workshop digital tool 106 (step 810). In this determination, for example, the displayed electronic sticky note has values set in the text data 205 and voice data ID 206 fields of the electronic sticky note data 125, and the electronic sticky note ID 603 of the group information data 130 has a value set therein. If the ID of the electronic sticky note has been set, it can be assumed that it is determined that there is no electronic sticky note to be activated. This is based on the concept that, for each electronic sticky note being displayed, text derived from audio data has already been acquired and grouping has already been performed, it is considered that there is no need to perform grouping again. It is not limited to this.

  As a result of the above determination, when there is an electronic sticky note to be activated (step 810: No), the group calculation program 145 returns the process to step 802.

  On the other hand, as a result of the above determination, if there is no electronic sticky note to be activated (step 810: Yes), the group calculation program 145 causes the process to transition to step 811.

The group calculation program 145 in step 811 performs the correction processing of the information display of the electronic sticky note group generated based on the degree of relation performed in step 809 described above according to the operation by the facilitator 105 on the touch panel of the workshop digital tool 106. And finishes the process.
This correction process includes, for example, a process of moving an electronic sticky note displayed on one electronic sticky note group to another electronic sticky note group in accordance with an operation by the facilitator 105.
--- Flow example 3 ---
Next, a process for presenting (recommending) a viewpoint or idea that is originally necessary, although omitted in a discussion at a certain workshop, will be described.

  FIG. 11 is a diagram showing a flow example 3 of the workshop support method according to the present embodiment, and more specifically, a diagram showing an example of a processing flow of the recommendation preparation calculation program 146 that prepares to perform the above-described recommendation. It is.

  In this case, first, the calculation server 140 starts the recommendation calculation preparation program 148 (step 900). At the time of this activation, it is assumed that an appropriate person such as the facilitator 105 designates the calculation server 140 for the workshop to be recommended and its theme.

Next, the started recommendation calculation preparation program 148 obtains information about the shape of the frame used in the workshop (designated by the above-mentioned person in charge) (for example, each side length in a rectangle) from the database 151 ( Step 901). This frame is an object for placing an electronic sticky note corresponding to a subject to be discussed in the workshop, that is, a theme.

  Note that the information on the shape of the frame described above is input in advance by the person in charge described above on the workshop digital tool 106 prior to step 901 and uploaded to the calculation server 140 via the network 107. . The calculation server 140 stores this in the database 151.

  Needless to say, the workshop digital tool 106 is not limited to a terminal that transmits information related to the shape of the frame to the calculation server 140. Further, the frame shape data stored in the database 151 may be used in step 901 as it is.

  Next, the recommendation calculation preparation program 148 accepts, for example, a theme assignment designation for each frame for which information has been acquired in step 901 described above, from the workshop digital tool 106 (step 902). When the workshop is held and the electronic sticky notes transmitted by the participants 102 are displayed on the display of the workshop digital tool 106 and placed in the frame by the facilitator 105, the theme of the frame is the electronic sticky note of the electronic sticky note. Become a theme. Therefore, in this case, the value of the corresponding theme is registered in the theme 202 column in the record of the electronic sticky note in the electronic sticky note data 125.

  Next, the recommendation calculation preparation program 148 uses the theme 202 in each record of the electronic sticky note data 125 as the ID of the electronic sticky note having the same theme as the theme of each frame (the theme assigned in step 902 described above) as the value of the theme 202. Search and extraction based on the value of (step 903).

  Also, the recommendation calculation preparation program 148 generates a model that vectorizes the value of the electronic sticky note comment data 503 extracted in step 903, and stores this in the database 151 as a model corresponding to the theme (step 904).

  As a technique for vectorizing the value of the comment data 503 described above, for example, there is Doc2Vec. This is a machine learning technique for vectorizing a sentence, and can generate a model that takes a sentence as an input and outputs a vector expressing the sentence as an output.

  Next, the recommendation calculation preparation program 148 vectorizes the value of the comment data 503 of the electronic sticky note obtained in step 903 using the model created in step 904 described above (step 905). If there are a plurality of frames, that is, themes, the processing in steps 902 to 904 is performed for each frame.

  Subsequently, the recommendation calculation preparation program 148 calculates a feature amount from the vector generated in step 905 for each workshop ID linked to the electronic sticky note including the comment data 503 described above (step 906), and ends the processing. . The created feature amount information is stored in, for example, the auxiliary storage device 144.

As an example of the feature value creation method here, for example, a method of adding the frames included in the workshop, that is, the vectors obtained for each theme, for each workshop can be adopted.
--- Flow example 4 ---

Following the processing shown in the above flow example 3, the flow by the recommendation calculation program 147 will be described. FIG. 12 is a diagram showing a flow example 4 of the workshop support method in the present embodiment. Specifically, for a predetermined theme of the workshop, a recommendation is made on a viewpoint that is not sufficient with the current electronic sticky note, an appropriate idea, and the like. It is a figure which shows the example of the processing flow of the recommendation calculation program 147 for performing.

  In this case, first, the recommendation calculation program 147 receives a recommendation display trigger from a predetermined device (step 1000). This trigger can be assumed to be a predetermined signal from the workshop digital tool 106, a predetermined input signal from the microphones 103 and 104, a notification of the end of processing in the group calculation program 145, and the like. In addition, it is assumed that the contents include instruction information of a workshop to be recommended.

  Subsequently, the recommendation calculation program 147 specifies electronic sticky notes already obtained for each theme of the workshop designated in accordance with the above-described trigger reception with the electronic sticky note data 125 of the data server 120, and the text data of the electronic sticky notes 205 is read and a vector is created from this text data 205 (step 1001).

  The recommendation calculation program 147 uses the model already created in step 904 by the recommendation calculation preparation program 146 when creating the vector here.

  Next, the recommendation calculation program 147 calculates a feature amount for the above-described workshop based on the vector calculated for each theme in the above-described step 1001 (step 1002). The feature amount calculation method is the same as that used in step 906 by the recommendation calculation preparation program 146.

  Subsequently, the recommendation calculation program 147 compares the feature amount calculated for the designated workshop (step 906) by the recommendation preparation calculation program with the feature amount calculated for the workshop in step 1002 (step 1004). ). As a method for comparing such feature amounts, for example, a method for calculating a difference between feature amounts can be assumed.

  Next, the recommendation calculation program 147 specifies a workshop that has the closest feature quantity, that is, the smallest feature quantity difference as a result of the comparison in step 1004 described above (step 1004).

  Subsequently, the recommendation calculation program 147 compares the vector groups (vectors calculated for each theme) created for each of the workshop specified in step 1004 and the current workshop, and determines the above-mentioned according to the difference in the feature amount. A predetermined vector is acquired from the vector group of the workshop specified in step 1004 (step 1005).

  As a method for acquiring a vector according to a difference in feature amount, for example, the cos similarity between vectors is calculated between vector groups, and the workshop vector identified in step 1004 in a set that can be determined to be not similar. It is possible to envisage a technique such as extracting those belonging to a group.

  Next, the recommendation calculation program 147 extracts electronic sticky note information corresponding to the vector acquired in step 1005 from the electronic sticky note data 125, and displays it on the workshop digital tool 106 as recommendation information (step 1006). The process is terminated.

Screen 120 on which the above recommendation information is displayed by the workshop digital tool 106
An example of 0 is shown in FIG. In this example, in addition to the frame 1201 including the frames 1202 and 1207, a window 1210 for displaying recommendation information is displayed. The recommendation information displayed on the window 1210 in the screen 1200 includes a theme 1211 corresponding to the electronic sticky note to be recommended, an electronic sticky note 1213, a workshop name and a group name 1214 corresponding to the electronic sticky note, and , Each value of comment data 1212 corresponding to the electronic sticky note.
---- Other forms ---

  Here, as another embodiment, a mode in which a keyword is displayed in order to encourage innovation of the workshop participants is shown. FIG. 14 is a diagram showing an example of a keyword display screen for encouraging participants to innovate.

  In this example, the workshop support system 110 uses the keyword data 1302, 1303, 1304, and the like from the comment data 503 registered in the electronic tag data 125 regarding a predetermined electronic tag displayed on the touch panel of the workshop digital tool 106. A screen 1300 in which 1305 is extracted and the keywords are displayed is illustrated.

  As a method for extracting such a keyword, for example, there is a method of extracting a keyword having a higher frequency of appearance in the comment data 503 than a predetermined standard or a keyword having a higher appearance frequency than other keywords. In addition, among the keywords of the comment data 503 of the target electronic sticky note, based on the correspondence relationship between the product / service information in advance and the related keywords (pre-registered in the auxiliary storage device 144), There is also a method of extracting a keyword corresponding to a product / service having a correspondence relationship.

  The keywords displayed here are those that have been tapped by the facilitator 105 under the premise that display control is performed so that the electronic sticky notes flow in a predetermined direction as the posting of electronic sticky notes proceeds in the workshop. Control such as pinning 1307 upward may be performed.

  Here, a learning function may be applied to the keyword extraction method. As an example of the learning function, there is a method in which a more appropriate keyword can be presented to the input comment data 503 by recording the number of times pinned 1307 as a teacher label. Further, the meaning of the keyword may be displayed 1306, 1306 by Internet search, for example, by tapping the keyword.

  The keyword display form may be various forms such as square frames 1302 and 1303 and cloud shapes 1304 and 1305. Furthermore, information 1308 related to a product / service may be presented from a database in which information about products / services and keywords related thereto are registered in advance from the pinned keywords. In that case, by recording the number of times the information related to the presented product / service was tapped, etc., it has a learning function that can present an appropriate product / service from the pinned keyword. May be.

  Although the best mode for carrying out the present invention has been specifically described above, the present invention is not limited to this, and various modifications can be made without departing from the scope of the invention.

According to this embodiment, it is possible to perform grouping of electronic sticky notes used when conducting a workshop with high accuracy based on the contents of oral explanations and discussions made by participants regarding the electronic sticky notes. By doing so, it is possible to compare the electronic sticky notes grouped with high accuracy to the electronic sticky note groups generated in the past with respect to the same theme, and to identify and recommend the missing viewpoints. It becomes.
In other words, the display object grouping used in the workshop and the recommendations accompanying the grouping can be implemented with good accuracy without omission.

  At least the following will be clarified by the description of the present specification. That is, in the workshop support system of this embodiment, when comparing the predetermined characteristics of the text, the arithmetic device compares vectors obtained by vectorizing the text with a predetermined algorithm, and compares the vectors of the texts with each other. Electronic sticky notes having a degree equal to or higher than a predetermined standard may be specified as an electronic sticky note group.

  According to this, the text obtained by the speech recognition processing for the speech data is handled as a vector that facilitates the subsequent similarity determination processing, and the overall processing efficiency tends to be good. As a result, the grouping of display objects used in the workshop and the recommendations accompanying the grouping can be implemented with better accuracy without omission.

  Further, in the workshop support system of the present embodiment, the storage device stores information regarding the electronic sticky note group that has been specified in the past, and the arithmetic device includes the newly specified electronic sticky note group and the storage. The total value of the vector of each electronic sticky note included in the electronic sticky note group is compared with the specified electronic sticky note group held by the device, and the total value of the newly specified electronic sticky note group and the vector Identifies the specified electronic sticky note group having a predetermined similarity as the recommended control electronic sticky note group and is included in the recommended control electronic sticky note group but not included in the newly specified electronic sticky note group A process of specifying an electronic sticky note and displaying the information on the electronic sticky note as recommendation information on the display device may be further executed.

  According to this, between the past workshop conducted on a certain discussion subject (theme) and the current workshop conducted on the same discussion subject, the opinions generated from the participants, that is, whether or not there is an electronic sticky note It is possible to recommend electronic sticky notes that are different and lack in current workshops as a new perspective to consider. At this time, since the above-described vector total value is used to identify the same or similar discussion object as the current workshop among the past workshops, the overall processing efficiency tends to be good. As a result, the grouping of display objects used in the workshop and the recommendations accompanying the grouping can be implemented with better accuracy without omission.

  Further, in the workshop support system of the present embodiment, the arithmetic device is arranged at a predetermined distance between each of the electronic sticky notes included in the electronic sticky note group according to the strength of the relationship between the electronic sticky notes or It is also possible to further execute a process of displaying on the display device by applying display control of at least one of connection with a line segment having a predetermined characteristic.

  According to this, in the frame of each theme, it is possible to clearly indicate the relationship between the electronic sticky notes to which the theme belongs without visually burdening the facilitator. Participants in the workshop are expected to accurately understand the relationship and strength of the electronic sticky notes expressed in such a form, that is, ideas, etc., and efficiently generate further ideas. As a result, the grouping of display objects used in the workshop and the recommendations accompanying the grouping can be implemented with better accuracy without omission.

Further, in the workshop support system of the present embodiment, the arithmetic device includes a process of arranging the electronic sticky note group composed of the electronic sticky notes obtained with respect to the discussion target inside a frame provided for each discussion target. The electronic sticky notes included in each of the electronic sticky note groups arranged in the frame and the text derived from the voice data obtained with respect to the electronic sticky notes are arranged in chronological order in the posting order of the electronic sticky notes, and the electronic sticky notes It is also possible to further execute processing for causing the display device to display a screen including the frame including a group and the electronic sticky note and text arranged in time series.

  According to this, it is easy to visually understand the electronic sticky notes obtained with respect to each theme and the relationship thereof, and the relation between the electronic sticky notes and the text derived from the voice data obtained with respect to the electronic sticky notes, without burden on the facilitator. It becomes possible to specify in the form. Participants in the workshop can browse the frames, electronic sticky notes, and texts expressed in such a way as to correlate with each other, and understand the theme and the background of ideas generated so far. It is expected to understand and efficiently generate further ideas. As a result, the grouping of display objects used in the workshop and the recommendations accompanying the grouping can be implemented with better accuracy without omission.

  Further, in the workshop support method of the present embodiment, when the information processing system compares the predetermined characteristics of the text, the information obtained by vectorizing the text with a predetermined algorithm is compared, and the vector similarity between the texts is compared. Electronic sticky notes having a degree equal to or higher than a predetermined standard may be specified as an electronic sticky note group.

  Further, in the workshop support method of the present embodiment, the information processing system stores information on the electronic sticky note group specified in the past in the storage device,

  Between the newly specified electronic sticky note group and the specified electronic sticky note group held in the storage device, the total value of the vectors of each electronic sticky note included in the electronic sticky note group is compared, and the newly added The specified electronic sticky note group having a predetermined similarity between the specified electronic sticky note group and the total value of the vector is identified as a recommended control electronic sticky note group, and is included in the recommended control electronic sticky note group, but the new The electronic sticky note that is not included in the electronic sticky note group specified in the above may be specified, and the process of displaying the information on the electronic sticky note as recommendation information on the display device may be further executed.

  Further, in the workshop support method of the present embodiment, the information processing system arranges the electronic sticky notes included in the electronic sticky note group at a predetermined distance according to the strength of the relationship between the electronic sticky notes. Alternatively, display processing on the display device may be further executed by applying display control of at least one of connection with a line segment having a predetermined characteristic.

  Further, in the workshop support method of the present embodiment, the information processing system arranges the electronic sticky note group composed of the electronic sticky notes obtained with respect to the discussion target in a frame provided for each discussion target. The electronic sticky notes included in each of the electronic sticky note groups arranged in the frame and the text derived from the voice data obtained with respect to the electronic sticky notes are arranged in chronological order in the posting order of the electronic sticky notes, and the electronic It is also possible to further execute processing for causing the display device to display a screen including the frame including the tag group and the electronic tag and text arranged in time series.

101 Electronic Sticky Note Sending Terminal 102 Participant 103 Voice Recording Device 105 Facilitator 106 Workshop Digital Tool 107 Network 110 Workshop Support System 120 Data Server 121, 141 I / F
122, 142 CPU
123, 143 Memory 124, 144 Auxiliary storage device 125 Electronic sticky note data 126 Participant information data 127 Workshop information data 128 Audio information data 129 Audio file 130 Group information data 131, 151 Database 140 Calculation server 145 Group calculation program 146 Group calculation preparation Program 147 Recommendation calculation program 148 Recommendation calculation preparation program

Claims (10)

A storage device for holding information on an electronic sticky note acquired and displayed from a predetermined device with respect to a predetermined discussion target;
The electronic sticky note is received between the electronic sticky note and the electronic sticky note by receiving voice data via a predetermined interface and performing a voice recognition process on the voice data to obtain a text having the content indicated by the voice data. A process of comparing the predetermined characteristics of the text derived from the voice data related to the sticky note, specifying an electronic sticky note group in which the texts have a predetermined relationship, and a process of displaying information on the electronic sticky note group on a display device; An arithmetic unit for executing
A workshop support system characterized by comprising: The arithmetic unit is
When comparing the predetermined characteristics of the text, a vector obtained by vectorizing the text with a predetermined algorithm is compared, and electronic sticky notes whose vector similarity is equal to or higher than a predetermined standard are specified as an electronic sticky note group. Is,
The workshop support system according to claim 1, wherein: The storage device
Stores information about the electronic sticky note group specified in the past,
The arithmetic unit is
Between the newly specified electronic sticky note group and the specified electronic sticky note group held in the storage device, the total value of the vectors of each electronic sticky note included in the electronic sticky note group is compared, and the newly added The specified electronic sticky note group having a predetermined similarity between the specified electronic sticky note group and the total value of the vector is identified as a recommended control electronic sticky note group, and is included in the recommended control electronic sticky note group, but the new The electronic sticky note that is not included in the electronic sticky note group specified in the above is specified, and the process of displaying the information on the electronic sticky note as recommendation information on the display device is further executed.
The workshop support system according to claim 2. The arithmetic unit is
Display control between at least one of the electronic sticky notes included in the electronic sticky note group is arranged at a predetermined distance or connected with a line segment having a predetermined characteristic according to the strength of the relationship between the electronic sticky notes. Is further executed to display on the display device by applying
The workshop support system according to claim 1, wherein: The arithmetic unit is
Processing for arranging the electronic sticky note group composed of electronic sticky notes obtained with respect to the discussion subject inside the frame provided for each of the discussion subjects, and electronic sticky notes included in each of the electronic sticky note groups arranged in the frame Processing the time-series arrangement of the text derived from the voice data obtained with respect to the electronic sticky note in the order of posting of the electronic sticky note, the frame including the electronic sticky note group, the electronic sticky note and the text arranged in time series And further displaying the display device on the display device.
The workshop support system according to claim 4. An information processing system including a storage device that holds information of an electronic sticky note acquired and displayed from a predetermined device with respect to a predetermined discussion target,
A process for receiving text data via a predetermined interface with respect to the electronic sticky note, and performing a voice recognition process on the voice data, thereby obtaining a text having a content indicated by the voice data;
A process of comparing the predetermined characteristics of the text derived from voice data related to the electronic sticky note between each of the electronic sticky notes, and specifying an electronic sticky note group having a predetermined relationship between the texts;
Processing for displaying information of the electronic sticky note group on a display device;
A workshop support method characterized by performing The information processing system is
When comparing the predetermined characteristics of the text, a vector obtained by vectorizing the text with a predetermined algorithm is compared, and electronic sticky notes whose vector similarity is equal to or higher than a predetermined standard are specified as an electronic sticky note group. ,
The workshop support method according to claim 6. The information processing system is
In the storage device, information related to the electronic sticky note group specified in the past is stored,
Between the newly specified electronic sticky note group and the specified electronic sticky note group held in the storage device, the total value of the vectors of each electronic sticky note included in the electronic sticky note group is compared, and the newly added The specified electronic sticky note group having a predetermined similarity between the specified electronic sticky note group and the total value of the vector is identified as a recommended control electronic sticky note group, and is included in the recommended control electronic sticky note group, but the new The electronic sticky note that is not included in the electronic sticky note group specified in the above is specified, and the process of causing the display device to display information on the electronic sticky note as recommendation information is further executed.
The workshop support method according to claim 7. The information processing system is
Display control between at least one of the electronic sticky notes included in the electronic sticky note group is arranged at a predetermined distance or connected with a line segment having a predetermined characteristic according to the strength of the relationship between the electronic sticky notes. To further execute the process of causing the display device to display by applying
The workshop support method according to claim 6. The information processing system is
Processing for arranging the electronic sticky note group composed of electronic sticky notes obtained with respect to the discussion subject inside the frame provided for each of the discussion subjects, and electronic sticky notes included in each of the electronic sticky note groups arranged in the frame Processing the time-series arrangement of the text derived from the voice data obtained with respect to the electronic sticky note in the order of posting of the electronic sticky note, the frame including the electronic sticky note group, the electronic sticky note and the text arranged in time series Further executing a process of causing the display device to display a screen including:
The workshop support method according to claim 9.

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