KR102635750B1 - Method and system for content visualization - Google Patents

Abstract

The present invention relates to a content visualization method and system. The content visualization method according to the present invention includes the steps of receiving content, determining a specific category associated with the content among a plurality of categories defined for visualization, and selecting the content from among at least one visualization formula matched to the specific category. It may include determining a specific visualization formula to be applied, placing at least part of the content in a template matched to the specific visualization formula, and outputting the template containing at least part of the content to a user terminal. there is.

Description

Content visualization method and system {METHOD AND SYSTEM FOR CONTENT VISUALIZATION}

The present invention relates to a content visualization method and system for visualizing and providing content.

As technology develops, the spread of electronic devices (e.g., smartphones, tablet PCs, etc.) has become popular, and thus dependence on the Internet is gradually increasing in many aspects of daily life.

In this way, thanks to the development of various technologies, including the Internet, consumption patterns that were previously highly dependent on offline have gradually moved to online, and currently, online-centered consumption is increasing exponentially. It is increasing.

Meanwhile, in today's busy society, the need for strategies to attract people's attention and make them understand in a short period of time is increasing.

In particular, our brain is instinctively more attracted to pictures than to words, and 90% of the information transmitted from the brain is transmitted in visual form.

Therefore, there is a need for a service that can provide visual information about people's thoughts to deliver messages and increase persuasiveness.

The present invention relates to a content visualization method and system that can provide content as visual information.

Furthermore, the present invention relates to a content visualization method and system that can visualize and provide content input by a user.

In order to solve the problems discussed above. The content visualization method according to the present invention includes the steps of receiving content, determining a specific category associated with the content among a plurality of categories defined for visualization, and selecting the content from among at least one visualization formula matched to the specific category. determining a specific visualization formula to be applied; according to the specific visualization formula, placing at least part of the content in a template matching the specific visualization formula; and providing the template containing at least part of the content to a user terminal. It may include an output step.

Furthermore, a visualization theme is matched to each of the plurality of categories in the storage unit, and the specific category may be a category matched to a visualization theme related to the content.

Furthermore, the visualization theme related to the content is determined based on the content of the content, and the content of the content can be determined through relationship analysis of words included in the content.

Furthermore, in the storage unit, keywords are matched for each visualization formula, and the specific visualization formula may be determined based on a keyword corresponding to the contents of the content among the keywords matched for each visualization formula.

Furthermore, the specific visualization formula may include visualization target information that is to be visualized among the information included in the content and placement area information in which the visualization target information is placed on the template.

Furthermore, in the arranging step, the visualization object information may be extracted from the content, and the extracted visualization object information may be arranged in a specific area of the template corresponding to the arrangement area information.

Furthermore, when a plurality of the specific visualization formulas are determined, the content visualized based on a recommended visualization formula among the plurality of specific visualization formulas may be output to the user terminal.

Furthermore, when the content includes a plurality of paragraphs, the template corresponding to each of the plurality of paragraphs may be output to the user terminal.

Meanwhile, the content visualization system according to the present invention includes a control unit that receives content, wherein the control unit determines a specific category associated with the content among a plurality of categories defined for visualization, and determines at least one item matching the specific category. Determining a specific visualization formula to be applied to the content among one visualization formula, placing at least a part of the content in a template matched to the specific visualization formula according to the specific visualization formula, and including at least a part of the content The template can be output to the user terminal.

Meanwhile, the program according to the present invention is a program that is executed by one or more processes in an electronic device and can be stored in a computer-readable recording medium, and includes the steps of inputting content and the above among a plurality of categories defined for visualization. determining a specific category associated with content, determining a specific visualization formula to be applied to the content among at least one visualization formula matched to the specific category, and according to the specific visualization formula, a template matched to the specific visualization formula. It may include instructions for performing the steps of arranging at least part of the content and outputting the template containing at least part of the content to a user terminal.

The content visualization method and system according to the present invention can receive content as input and determine a specific category associated with the input content from among a plurality of categories defined for visualization. Through this, the present invention can specify a visualization theme matching a specific category as a visualization theme related to content.

Furthermore, the content visualization method and system according to the present invention determines a specific visualization formula to be applied to the content among at least one visualization formula matched to a specific category, and places at least a portion of the content in a template matched to the specific visualization formula. You can. Through this, the present invention can include the received content in a template that matches the visualization formula.

Furthermore, the content visualization method and system according to the present invention can output a template containing at least part of the content to the user terminal. Through this, the present invention can visualize and provide content input by the user.

1 is a conceptual diagram for explaining a content visualization system according to the present invention.
FIGS. 2, 3A, 3B, 3C, 3D, 3E, 3F, and 3G are conceptual diagrams for explaining the visualization DB in the present invention.
Figure 4 is a conceptual diagram for explaining a template matched to a visualization formula in the present invention.
Figure 5 is a flowchart for explaining the content visualization method in the present invention.
Figures 6, 7, 8a, 8b, 9, and 10 are conceptual diagrams for explaining the visualization method of the present invention.

Hereinafter, embodiments disclosed in the present specification will be described in detail with reference to the accompanying drawings. However, identical or similar components will be assigned the same reference numbers regardless of drawing symbols, and duplicate descriptions thereof will be omitted. The suffixes “module” and “part” for components used in the following description are given or used interchangeably only for the ease of preparing the specification, and do not have distinct meanings or roles in themselves. Additionally, in describing the embodiments disclosed in this specification, if it is determined that detailed descriptions of related known technologies may obscure the gist of the embodiments disclosed in this specification, the detailed descriptions will be omitted. In addition, the attached drawings are only for easy understanding of the embodiments disclosed in this specification, and the technical idea disclosed in this specification is not limited by the attached drawings, and all changes included in the spirit and technical scope of the present invention are not limited. , should be understood to include equivalents or substitutes.

Terms containing ordinal numbers, such as first, second, etc., may be used to describe various components, but the components are not limited by the terms. The above terms are used only for the purpose of distinguishing one component from another.

When a component is said to be "connected" or "connected" to another component, it is understood that it may be directly connected to or connected to the other component, but that other components may exist in between. It should be. On the other hand, when it is mentioned that a component is “directly connected” or “directly connected” to another component, it should be understood that there are no other components in between.

Singular expressions include plural expressions unless the context clearly dictates otherwise.

In this application, terms such as “comprise” or “have” are intended to designate the presence of features, numbers, steps, operations, components, parts, or combinations thereof described in the specification, but are not intended to indicate the presence of one or more other features. It should be understood that this does not exclude in advance the possibility of the existence or addition of elements, numbers, steps, operations, components, parts, or combinations thereof.

The present invention is based on a database pre-built with a plurality of categories for visualizing content, upon receiving input of content, determines at least one visualization formula that matches a specific category, and creates a template that matches the visualization formula. It is intended to provide to the user terminal, including the received content.

Content in the present invention is content that includes information to be visualized, and may include information consisting of at least one of text, symbols, images, videos, and sounds. The content to be visualized may vary depending on the content, topic, etc. For example, the content to be visualized may be diverse, such as handwriting, educational materials, reports, memos, diaries, schedules, etc. In particular, the present invention can provide a content visualization service for educational purposes when the content is related to learning (or education). For example, the present invention can visualize and provide input content in real time based on a student user writing content (e.g., writing to organize the content studied) on the user terminal. Student users can check how the content that organizes their study content is visualized and intuitively check whether they understand it accurately and what parts they do not understand.

Meanwhile, the “category” described in the present invention is a predefined category to classify the content to be visualized based on the content or properties of the content, for example, “flow”, “layer”, etc. It may include at least one of “organization,” “analysis,” “set,” “chart,” and “change.” For each of the plurality of categories, there may be at least one “visualization formula” used to visualize content, and for each visualization formula, there may be a matching “template” on which content is visualized according to the visualization content. For example, the “Flow” category has three visualization formulas (“Cascade”, “Procedure”, and “Flow diagram”), and for the three visualization formulas, a template according to each visualization formula exists. You can.

As such, in the present invention, a database in which categories, visualization formulas, and templates for visualizing content are matched to each other exists in advance, and based on this database, the content is automatically visualized according to the content, properties, and type of the content to provide user information. can be provided to.

Hereinafter, the content visualization method and system according to the present invention will be described in detail along with the attached drawings. 1 is a conceptual diagram for explaining a content visualization system according to the present invention. Figures 2, 3a, 3b, 3c, 3d, 3e, 3f and 3g are conceptual diagrams for explaining the visualization DB in the present invention, and Figure 4 shows a template matched to the visualization formula in the present invention. It is a conceptual diagram for explanation, FIG. 5 is a flowchart for explaining the content visualization method in the present invention, and FIGS. 6, 7, 8A, 8B, 9 and 10 are conceptual diagrams for explaining the visualization method in the present invention. admit.

As shown in FIG. 1, the visualization system 100 according to the present invention can operate in conjunction with the electronic device 10.

Here, the electronic device 10 includes a mobile phone, a smart phone, a laptop computer, a laptop computer, a slate PC, a tablet PC, and an ultrabook ( ultrabook, desktop computer, digital broadcasting terminal, PDA (personal digital assistants), PMP (portable multimedia player), navigation, wearable device (e.g., smartwatch), glass-type terminal It may include at least one of (smart glass) and HMD (head mounted display).

Meanwhile, the visualization system 100 according to the present invention is not limited to an application, software, website, etc. and can be implemented in various ways.

According to the software implementation of the visualization system 100 according to the present invention, embodiments such as procedures and functions described in this specification may be implemented as separate software modules. Each of the software modules may perform one or more functions and operations described herein.

In this way, the visualization system 100 implemented as an application is downloaded through a program that can download applications on the electronic device 10 (for example, Play Store or App Store), or is initially installed on the user terminal. It can be implemented through a program. In this case, the input unit 110, display unit 120, communication unit 130, storage unit 140, and control unit 150 of the visualization system 100 according to the present invention are used as components of the electronic device 10. It can be.

Meanwhile, the visualization system 100 may exist inside a server (hereinafter referred to as a server) built to perform a specific purpose (for example, content visualization) separately from the electronic device 10, and the server It may exist as a separate system. When the visualization system 100 exists inside a server, the visualization system 100 according to the present invention includes an input unit 110, a display unit 120, a communication unit 130, and a storage unit located inside the server. A content visualization service may be provided through at least one component of the 140 and the control unit 150 or a module that performs a similar function to each of the components.

Meanwhile, as shown in FIG. 1, the visualization system 100 according to the present invention includes at least one of an input unit 110, a display unit 120, a communication unit 130, a storage unit 140, and a control unit 150. may include. The above components are software components and can perform functions in conjunction with hardware components of the electronic device 10.

The input unit 110 provides user input through an input unit (e.g., touch screen, virtual key, physical key (or hardware button), input sensor, microphone, etc.) provided in the electronic device 10. can receive.

More specifically, the input unit 110 is configured to select content to be visualized using the input unit configuration provided in the electronic device 10. Here, “being selected” means that when a user's selection is made through the input unit provided in the electronic device 10, a selection signal (or input signal, or user input) corresponding to the user's selection is received. It can mean something. For example, as shown in FIG. 1 , the input unit 110 may receive content 20 to be visualized from the user through the electronic device 10 .

Furthermore, the display unit 120 may output information through a display unit (eg, output unit, touch screen, speaker, etc.) provided in the electronic device 10. In this case, the display unit 120 can perform both the role of outputting information and the role of receiving information. For example, as shown in FIG. 1, the display unit 120 may output visualized content 30.

Next, the communication unit 130 may be configured to communicate with the electronic device 10 owned by the user (or target user). When communication occurs between the electronic device 10 and the communication unit 130, the visualization system 100 may receive content 20 input from the user electronic device 10 through the communication unit 130.

Furthermore, the communication unit 130 may be configured to communicate with at least one external server (or external storage, 200). Here, the external server 200 may be configured to include at least one of the cloud server 210 or the database 220, as shown in FIG. 1. Additionally, the external server 200 may be configured to perform at least a portion of the role of the control unit 150. In other words, data processing or data computation can be performed on the external server 200, and the present invention does not place any special restrictions on this method.

Meanwhile, the communication unit 130 can support various communication methods depending on the communication standard of the communicating device.

For example, the communication unit 130 supports wireless LAN (WLAN), wireless-fidelity (Wi-Fi), wireless fidelity (Wi-Fi) Direct, digital living network alliance (DLNA), wireless broadband (WiBro), and WiMAX ( World Interoperability for Microwave Access), High Speed Downlink Packet Access (HSDPA), High Speed Uplink Packet Access (HSUPA), Long Term Evolution (LTE), Long Term Evolution-Advanced (LTE-A), 5th Generation Mobile Telecommunication (5G) , Bluetooth™ RFID (Radio Frequency Identification), Infrared Data Association (IrDA), UWB (Ultra-Wideband), ZigBee, NFC (Near Field Communication), Wi-Fi Direct, Wireless USB (Wireless Universal Serial Bus) ) It can be achieved to communicate with at least one of the electronic device 10 owned by the user and the external server 200 using at least one of the technologies.

Next, the storage unit 140 can be configured to store various information related to the present invention. In the present invention, the storage unit 140 may be provided in the visualization system 100 itself. Alternatively, at least a portion of the storage unit 140 may refer to at least one of the cloud server 210 and a database (DB) 220. In other words, the storage unit 140 is sufficient as a space for storing information necessary to provide a content visualization service according to the present invention, and it can be understood that there are no restrictions on physical space. Accordingly, hereinafter, the storage unit 140, the cloud server 210, and the database 220 will not be separately distinguished, and all will be referred to as the storage unit 140. At this time, cloud server 210 may mean “cloud storage.”

The types of information stored in the storage unit 140 to provide content visualization services may vary.

First, as shown in FIG. 2, there may be a plurality of predefined categories (“seven categories”, 310 to 370) for content visualization in the storage unit 140. And, for each of the plurality of categories, at least one visualization formula used to visualize the content may exist in matching form. For example, the “Flow” category (310) has three matching visualization formulas (“Cascade”, “Procedure”, and “Flow Schematic”, 311, 312, 313), and the “Set” category (350) has One visualization formula (“set formula”, 351) may be matched.

That is, the storage unit 140 contains a plurality of categories (310 to 370) and visualization formulas (311-313, 321-323, 331-333, 341-343, 351, 361-362, 371) matched to each category. It can exist in a matching manner. In addition, templates for each visualization formula are pre-matched and exist, and in the present invention, “category-visualization formula-template” linked to each other can be named matching information (or visualization database). Based on this matching information, the present invention can provide users with different visualization results depending on the content, properties, type, and type of the content to be visualized. Details about matching information will be described later.

Furthermore, information related to the user may be stored in the storage unit 140.

Here, the user (U) is a user of the electronic device 10, and corresponds to the party who enters the content 20 for creating a visualization template through the electronic device 10 and receives the generated template. You can. At this time, the user (U) may be replaced by terms such as ‘operator’, ‘user’, or ‘user’. As an example, users (U) may include educational workers (e.g., students, teachers, instructors, professors, etc.), and workers by occupation (e.g., office workers, office workers, service and sales workers, etc.) , experts and related workers, etc.).

Meanwhile, the user (U) inputs content 20 for creating a visualization template through an application or web page provided by the visualization system 100 according to the present invention, and uses the content 20 through the electronic device 10. You can receive a visualization template that matches. At this time, the user (U) may have a user account registered in the visualization system 100 according to the present invention.

According to the present invention, the user (U) can be provided with a visualization template matching the user's own content through the visualization template provided by the visualization system 100, and share his or her thoughts with others through the provided template. It can be expressed visually.

Information related to the user stored in the storage unit 140 may include information related to at least one of name, ID, date of birth, age, gender, occupation, and user history information. Meanwhile, the information related to the user is not limited to this and may include other information in addition to those mentioned. In this specification, information related to a user is referred to as “user information.”

Meanwhile, the storage unit 140 may also be called a database (Datebase, DB), and may include a plurality of categories defined for visualization, information entered by the user (content entered by the user, or user information among the plurality of categories). It is made to store various information (or data) to provide content visualization services such as selection, etc.). In this case, the control unit 150 matches the information input by the user (for example, visualization target content, a visualization category selected by the user among a plurality of visualization categories, etc.) with the user (or user account) and stores the information in the storage unit 140. ) can be saved in .

Furthermore, the visualization system 100 according to the present invention can utilize data stored in an external storage separate from the storage unit 140, and this external storage can also be expressed as a “database.”

Meanwhile, the control unit 150 may be configured to perform a series of controls for providing a content visualization service using at least one configuration described above.

The control unit 150 may specify at least one category related to the content to be visualized by performing analysis on the content, type, type, and attribute of the content to be visualized. Additionally, the control unit 150 may determine the most appropriate visualization formula among at least one visualization formula matching the specified category, and perform visualization of the content on the template according to the determined visualization formula.

The control unit 150 may perform visualization differently for each content to be visualized based on matching information (or visualization database (visualization DB)) previously stored in the storage unit 140. Below, matching information will be described in detail.

As shown in FIG. 2, different visualization themes 310a to 370a may be matched to each of the plurality of categories 310 to 370 in the visualization DB 300 stored in the storage unit 140.

Here, a visualization theme can be understood as a predefined topic related to a content visualization method. For example, the visualization themes are “Flow (310a)”, “Hierarchy (320a)”, “Composition (330a)”, “Analysis (340a)”, “Set (350a)”, “Chart (360a)”, It may include at least one of the changes 370a.

First, among the plurality of visualization themes, “flow (310a)” can be understood as a theme defined to visualize content containing information related to the flow of time and order of work. In the category 310 matched to the “flow” theme, there are a plurality of visualization formulas (“cascade”, “procedure”, and “flow diagram”, 311, 312, 313) for visualizing content corresponding to the “flow” theme. These can exist in a matching manner.

Among the plurality of visualization themes, “layer (320a)” can be understood as a theme defined to visualize content containing information that can be divided into multiple layers. In the category 320 matched to the “layer” theme, there are multiple visualization formulas (“pyramid type”, “funnel type”, “block type”, 321, 322, 323) to visualize the content corresponding to the “layer” theme. These can exist in a matching manner.

Among the plurality of visualization themes, “organization (330a)” can be understood as a theme defined to visualize the relationship between information corresponding to the overall concept of the content and information corresponding to the partial concept. The category 330 matched to the “composition” theme is matched with multiple visualization formulas (“comprehensive formula,” “consequential formula,” “organization diagram,” 331, 332, and 333) to visualize content corresponding to the “composition” theme. can exist.

Among the multiple themes, “analysis (340a)” can be understood as a theme defined to visualize content containing information corresponding to the results of analysis. The category 340 matched to “analysis” is matched with multiple visualization formulas (“derived formula,” “group formula,” “confrontation formula,” 341, 342, 343) to visualize the content corresponding to “analysis.” It can exist.

Among the plurality of themes, “set (350a)” can be understood as a theme defined to visualize the commonalities or differences of the information included in the content. In the category matched to the “Set” theme, a “Set Formula (351)” visualization formula may be matched.

Among the plurality of visualization themes, “chart (360a)” can be understood as a theme defined to visualize content with the purpose of conveying a message or persuading based on accurate numerical values. The category 360 matched to the “Chart” theme is matched with multiple visualization formulas (“Bar/Line Chart” and “Circle/Other Charts”, 361, 362) to visualize content corresponding to the “Chart” theme. can exist.

Lastly, among the plurality of visualization themes, “change (370a)” refers to the current state (or before) and future state, such as information about new information, modifications, improvements, deletions, and additions that were previously absent. (or After) can be understood as a theme defined to visualize content containing different information. The category 370 corresponding to “change” may have a matching “change formula 371” visualization formula.

Meanwhile, in the visualization DB 300, templates and keywords matched to each visualization formula may exist.

A template matched to a specific visualization formula may include a shape corresponding to the specific visualization formula. For example, a template corresponding to a step may include a staircase shape, and a template corresponding to a procedural expression may include an arrow shape.

Keywords that match a specific visualization formula can be referenced to specify the visualization formula to be applied to the content. The control unit 150 may determine a specific visualization formula as the formula to be applied to the visualization of the content, based on the fact that the content to be visualized includes a keyword that matches the specific visualization formula. For example, if the content includes the keyword “advancement” that matches the cascade, the content is determined to be content corresponding to the cascade, and if the content includes the keyword “procedure” that matches the procedural expression, the content is determined to be content corresponding to the procedural expression. can be decided.

A specific visualization formula may include information about what information included in the visualization target content should be placed in which area of the template that matches the specific visualization formula. That is, the visualization formula may include visualization target information that is the object of visualization of information included in the content and placement area information in which the visualization target information is placed in the template.

Below, a plurality of visualization formulas will be described in detail.

As shown in FIG. 3A, in the category 310 associated with the “flow 310a” theme, cascade 311, procedural 312, and flowchart 313 visualization formulas may exist in matching form.

Staircase 311 can be understood as a visualization formula for visualizing content as an image of processing work by taking steps one by one as if climbing stairs or moving toward a goal according to a plan. The cascade 311 can be used to visualize content including at least one of step-by-step unit period information, goal information, and plan information.

The template 311a matched to the staircase may include a staircase shape.

And, the keyword 311b matched to the cascade may include at least one of “annual plan / advancement / roadmap / step by step / period / short-term and mid- to long-term”.

In the staircase 311, unit period information may be placed in the upper area of the staircase shape, and goal information and detailed information may be placed in the inner area of the staircase shape. The staircase 311 may arrange detailed goal information about goals to be achieved during a unit period and detailed plan information about plans to be performed in an area corresponding to the unit period information based on the staircase shape.

In this case, the visualization target information according to the staircase 311 is “unit period information, goal information, and detailed information,” and the arrangement area information according to the staircase 311 is “the upper area of the staircase shape, the inner area of the staircase shape.” It can be understood as

For example, as shown in FIG. 7, the staircase 311 is the unit period information included in the content 600 (ex: ““month, 621” is the upper area of the staircase shape included in the template 700 It is placed at 721, and goal information (ex: “lose weight”) and plan information (ex: “stop eating ramen”, 622) can be placed in the inner area 722 of the staircase shape. In this case, February Based on the fact that the goal to be achieved during the period is “lose 2 kg” and the action plan is “stop eating ramen,” the unit period information 621 and the goal information and plan information 622 are divided into a staircase shape up and down based on the staircase shape. It can be placed in the corresponding area.

Furthermore, the procedural formula 312 can be understood as a visualization formula that sequentially lists information for achieving a goal. For example, let's consider a recipe for making a specific food (Ex: Tteokbokki). If you follow each procedure of a specific food recipe in order, the specific food will be completed. In this way, the procedural equation 312 can be used to visualize information that must be sequentially processed to achieve a goal.

The template 312a matched to the procedural expression may include an arrow shape.

In addition, the keyword 312b matched to the procedural expression may include at least one of “process / procedure / flow / sequence / step.”

The procedural expression 312 may place sequence information and process information in that order (or process keyword information expressing the process) in the order of tasks to be processed in the area inside or above the arrow shape. In the procedural formula 312, additional explanatory information can be placed in the area below the arrow.

In this case, the visualization target information according to the procedural formula 312 can be understood as “process information, description information,” and the arrangement area information according to the cascade 312 can be understood as “the area inside the arrow shape and the area below the arrow.”

If the staircase 311 is a formula that arranges detailed goal information and detailed plan information in a staircase shape and visualizes the content as it progresses to the final goal, the procedural formula 312 is information that must be processed to achieve the detailed goal. It can be understood as a formula that visualizes things in order.

The flow diagram 313 can be understood as a formula that visualizes work information (process information) in one direction (flow direction) according to the work processing order. The difference between the flowchart equation (313) and the procedural equation (312) is that the flow may branch in several directions depending on conditions, so there may be multiple flows (or multiple directions).

The template 313a matched to the flow diagram includes shapes corresponding to a plurality of functions (ex: a diamond shape corresponding to a function branching through a question, a square shape corresponding to a work function, etc.) and arrows connecting the plurality of shapes. Shapes may be included.

The keyword 313b matched to the flow diagram may include at least one of “flowchart / process / flowchart / work sequence / procedure / flowchart”.

The flow diagram 313 may place task information in the inner area of the figure and place condition information or explanatory information in the area surrounding the arrow.

In this case, the visualization target information according to the flow diagram 313 is “task information, condition information, description information,” and the arrangement area information according to the flow diagram 313 is “the area inside the rhombus shape, the area inside the rectangular shape, It can be understood as “the area around the arrow shape.”

Meanwhile, as shown in Figure 3b, in the category 320 associated with the “hierarchy 320a” theme, pyramid-type (321), funnel-type (322), and block-type (323) visualization formulas may exist in matching form. there is.

The pyramid formula 321 can be understood as a formula for visualizing information based on the importance of the information.

The template 321a matched to the pyramid shape may include a pyramid shape divided into multiple layers.

Keywords matched to the pyramid formula may include at least one of “Level / Ecosystem / Stage / Hierarchy / Hierarchy / Proportion / Distribution.”

The pyramid scheme 321 can arrange information in each layer included in the pyramid based on the importance of information included in the content. The pyramid scheme 321 can be arranged sequentially from the bottom area of the hierarchy included in the pyramid to the top area in the order of information (keywords or numbers) with low importance to information (keywords or numbers) with high importance. That is, in the pyramid 321 equation, information with relatively low importance can be placed in the bottom layer of the pyramid shape, and information with relatively high importance can be placed in the top layer of the pyramid shape. In this case, in the pyramid shape 321, additional explanatory information can be placed in each peripheral area of each layer within the pyramid shape (in this case, the peripheral area may correspond to the height of each layer).

In this case, the information to be visualized according to the pyramid formula 321 is “important information (information with importance),” and the arrangement area information according to the pyramid formula 321 can be understood as “the area inside the hierarchy constituting the pyramid.” You can.

Taking an ecosystem as an example, there are plants at the bottom, herbivores above them, carnivores above them, and humans at the top. It can give the impression that the upper class dominates the lower class or is of a higher order.

The funnel formula 322 can be understood as a formula for visualizing content that extracts information by filtering a plurality of pieces of information. The funnel equation (322) can be used to visualize the idea of filtering out various elements to extract what you want. In other words, the funnel type 322 can visualize the content as a mixture being filtered through a filtration device.

The template 322a matched to the funnel shape may include an inverted pyramid shape (divided into multiple layers). The template 322a matched to the funnel shape may have a shape opposite to the pyramid shape of the template matched to the pyramid shape.

The keyword 322b matched to the funnel expression may include at least one of “extraction / filtering / filtering / separation / derivation / convergence.”

The funnel equation 322 can be arranged sequentially from the top area to the bottom area of the hierarchy included in the inverted pyramid, in order of increasing inclusion relationship. The funnel equation 322 can place other information of a concept including specific information in the upper area of the inverted pyramid shape, and place specific information in the lower area of the inverted pyramid shape.

In this case, the visualization target information according to the funnel equation 322 is “information with an inclusion relationship,” and the arrangement area information according to the funnel equation 322 can be understood as “an area inside the hierarchy constituting an inverted pyramid.” .

The funnel 322 can visualize the content so that the mixture is imagined to be filtered through a filtration device. The further down you filter, the more essential things remain, and the proportions are relatively small. It is suitable for explaining how the core was derived from various opinions, materials, and sources through filters at each stage.

Block formula 323 can be understood as a formula for visualizing information of similar importance (or ratio) as a layered form. Block format (323) allows content to be visualized in a layered form, like a building or a cake. Block expression 323 can be used to visualize information of an invisible, abstract hierarchical concept, such as a software structure.

The template 323a matched to the block shape may include block shapes stacked in multiple layers.

The word 323b matched to the block expression may include at least one of “layer / layer / accumulation.”

Block formula 323 can place information in the inner area of a block shape. The block formula 323 can determine at least one of the order of block shapes in which the information is arranged and the height of the blocks, based on the importance of the information. For example, the block formula 323 may place information with relatively high importance in an area inside the block figure corresponding to the top layer among a plurality of layers. In other words, the order in which block shape layers are stacked or the height of each layer sometimes has important meaning.

In this case, the visualization target information according to the block formula 323 can be understood as “information having a similar relationship,” and the arrangement area information according to the block formula 323 can be understood as “an area inside the block figure.”

Meanwhile, as shown in Figure 3c, in the category 330 associated with the theme “Configuration 330a”, the inclusive formula 331, the consequent formula 332, and the organizational diagram 333 visualization formulas may exist in matching form. there is.

Comprehensive formula 331 can be understood as a formula for visualizing content so that the overall structure (or composition) of information included in the content can be seen at a glance. The comprehensive expression 331 can be understood as a formula for classifying and visualizing the information corresponding to the part based on information properties (or intent) when the content includes information corresponding to the whole and information corresponding to the part. there is.

The template 331a matched to the inclusive expression may include a main figure and a sub figure. Sub-shapes can be located inside the main shape. In other words, the main shape may play a role in grouping sub-figures.

The keyword 331b matched to the comprehensive expression may include at least one of “Classification / Diagram / Architecture / Model / Conceptual Diagram / Platform”.

The comprehensive expression 331 classifies the information included in the content based on information properties (ex: information content, information intent, etc.), and places information with the same properties in the sub-figure area included in the same main figure. . The comprehensive expression 331 can place information (ex: keyword) about information attributes (or classification criteria) in the main shape area. Additionally, the comprehensive expression 331 can highlight (e.g. display in a different color) a shape containing important information to distinguish it from other shapes.

In other words, the comprehensive expression 331 can classify information corresponding to parts according to the desired purpose, group them into one shape, and give them a classification name or keyword. If the composition is difficult to see at a glance, you can separate one part into a separate diagram or express it by grouping unimportant parts into one. Text should be displayed concisely or replaced with an icon. Important parts of the overall composition can be highlighted and displayed with different colors or shapes.

In this case, the visualization target information according to the comprehensive expression 331 is “information with the same properties,” and the arrangement area information according to the comprehensive expression 331 can be understood as “the area inside the sub-figure included in the same main shape.” You can.

The result 332 can be understood as a formula for visualizing content including a goal (vision). Conclusion 332 can be used to visualize the goal or vision to be ultimately achieved through multiple forces, plans, items, and scopes. For example, most companies or organizations have goals they want to achieve within the year or over a short, mid- to long-term period through specific plans. The best way to express this may be ‘conclusion’. Additionally, the result 332 can be used in poster advertising. For example, let's assume an event is being held. The name of the event may be the main purpose and the main events that occur at the event may be the items. The conclusion ceremony (332) can visualize the event contents.

The template 332a matched to the resultant expression includes a plurality of first type shapes in which plan information is placed, second type shapes in which target information is placed, and arrow shapes (from the first type to the second type of shape). heading) may be included.

The keyword 332b matched to the conclusion 332 may include at least one of “Goal Achievement / Strategy / Vision / Action Plan / KSFKey Success Factors”.

In the consequent equation 332, plan information can be placed in the first type of figure and goal information can be placed in the second type of figure. In this case, the result 332 may place different plan information in each of the first type figures. And, in the consequent equation 332, the first type of figures can be arranged in order so that the connectivity of the plans until the goal is visible is visible.

In this case, the visualization target information according to the result 332 is “plan information, goal information”, and the arrangement area information according to the result 332 is “the area inside the first type of figure and the inside of the second type of figure. It can be understood as “area.”

The organization diagram 333 can be understood as a formula for visualizing the hierarchical structure of information in an easy-to-understand manner. For example, the organization diagram 333 can be used to visualize organization (company, headquarters, team, etc.) information (hierarchy information), like a company organization chart.

The template 333a matched to the organizational diagram may include a plurality of shapes with different positions (ex: Y axis of the template) and a line shape connecting the plurality of shapes.

The keyword 333b matched to the organization chart may include at least one of “organization chart / member introduction / hierarchy chart”.

The organization diagram 333 may place high-level concept information in an area inside the figure located at the top, and place low-level concept information in the area inside the figure located at the bottom. For example, the organization diagram 333 displays the upper organization or a person representing the organization at the top (or upper level), and connects lower organizations under management with branches. If there is an organization that is not affiliated with the parent organization but supports it, it can be displayed by connecting side branches. When explaining the role of each organization, it can be expressed in concise words inside or outside the diagram.

Specifically, the organization diagram 333 can be classified based on the hierarchical structure of information. The organization diagram 333 places the upper organization information (ex: organization name) in the first figure located at the first point (ex: the Y-axis value of the template is large), and places the upper organization information (ex: organization name) at the second point (ex: the Y-axis value of the template is large). Sub-organization information (ex: organization member name) can be placed in the second figure located at (smaller than this). Additionally, the organization diagram 333 may connect the first and second figures with a line figure.

In this case, the information to be visualized according to the organization diagram 333 is “high-level concept information, low-level concept information, and explanatory information,” and the arrangement area information according to the organization diagram 333 can be understood as “the area inside the figure.” .

Meanwhile, as shown in Figure 3d, in the category 340 associated with the “analysis 340a” theme, the derivation formula 341, group formula 342, and opposition formula 343 visualization formulas may exist in matching form. there is.

The derivation equation 341 can be understood as a formula for visualizing content that derives key information (core message or conclusion information) from a large amount of information. For example, derivation equation 341 can visualize the strategy derived as a result of environmental analysis or the process of deriving key factors for project or business success by considering causal relationships among various factors.

The template 341a matched to the derivation equation may include at least one of a first type of shape in which causal information is placed and a second type of shape in which conclusion information (or key information) is placed.

The keyword 341b matched to the derivation formula may include at least one of “Analysis results / CSF (Critical success factors) / Key success factors / Key strategy / Key point”.

The derivation formula 341 extracts causal information and conclusion information (or core information) from the content, and the causal information can be placed in the area inside the first type of figure, and the conclusion information (core information) can be placed in the second type of information. there is. Additionally, the derivation equation 341 can place only conclusion information (core information) in the inner area of the second type of figure. In other words, the derivation equation 341) can omit the process of deriving conclusion information (core information) and visualize only the conclusion.

In this case, the visualization target information according to the derivation formula 341 is “causal information and conclusion information (or key information)”, and the arrangement area information according to the derivation formula 341 is “the area inside the first type of figure and It can be understood as “the inner area of a second type of figure.”

The group formula 342 can be understood as a formula for grouping and visualizing information that is similar or has the same context.

The template 342a matched to the group expression may include a main figure and a sub figure. Sub-shapes can be located inside the main shape. In other words, the main shape may play a role in grouping sub-figures.

The keyword 342b matched to the group expression may include at least one of “Grouping / Classification / Scope of work / Configuration item”.

The group formula 342 can classify information that is similar or has the same context among the information included in the content into the same group. The group formula 342 can place information classified as having the same context in sub-figures included in a specific main figure. Additionally, the group formula 342 can place group information (ex: group name) and an icon corresponding to the group in the main shape. The group formula (342) can express the characteristics of the group using various shapes depending on the number of groups. The group formula (342) shows the process of separating into groups, but can also show only the completed group.

In this case, the visualization target information according to the group formula 342 is “information classified into the same group and group information,” and the arrangement area information according to the group formula 342 is “the area inside the sub-figure included in the same main figure.” ” can be understood.

The confrontation equation 343 can be understood as a formula for visualizing the relationship between conflicting (or conflicting) information. Specifically, confrontation 343 can be used to visualize content that contains information with two conflicting opinions, strategies, or directions. Additionally, the oppositional expression 343 can be used to visualize content in which two pieces of conflicting information are combined or each other's shortcomings are combined to create new information.

The template 343a matched to the oppositional expression may include at least two opposing arrow shapes.

The keyword 343b matched to the opposition expression may include at least one of “competition / opposition / antithesis / consortium / conflict / conflict / convergence of opinions.”

In the opposition equation 343, conflicting information (information having a conflicting relationship) can be arranged in different arrow shapes. When conflicting information is combined to create new information, the opposition 343 can place the new information generated at a location where different arrow shapes meet.

In this case, the visualization target information according to the oppositional expression 343 can be understood as “information having a conflicting relationship,” and the arrangement area information according to the oppositional expression 343 can be understood as “the area inside the arrow.”

Meanwhile, as shown in FIG. 3E, the category 350 associated with the “set 350a” theme may have a matching visualization formula of the set 351.

The set formula 351 can be understood as a formula for analyzing the contents of the content and visualizing commonalities or differences in information.

The template 351a matched to the set expression may include a set shape (intersection, complement, difference shape).

The keyword 351b matched to the set expression may include at least one of “differences / commonalities / synergy / combination”.

The set formula 351 can place common information or combined content information of a plurality of pieces of information in the intersection area. The set formula 351 can place explanatory information (additional explanatory information) in the area surrounding the set figure. In other words, the set formula (351) displays the commonality or combination of 2 to 5 factors in the intersection area. The set formula (351) is used in the same way as the mathematical meaning of a set, and if necessary, the intersection, complement, and difference can be expressed separately or displayed in a single figure.

In this case, the visualization target information according to the set formula 351 is “common point information, difference information, and explanation information,” and the arrangement area information according to the set formula 351 can be understood as “the area inside the set figure.”

Meanwhile, as shown in FIG. 3F, the bar/line chart 361 and circle/other chart 362 visualization formulas may exist in matching category 360 associated with the “chart 360a” theme.

The bar/line chart 361 may be understood as a formula for visualizing the change in the value of at least one item from a plurality of change factors. For example, the bar/line chart 361 can be used to visualize sales change information by year and income level information by age group.

The template 361a matched to the bar/line chart may include at least one of a bar chart shape or a line chart shape.

The keyword 361b matched to the bar/line chart may include at least one of “Trend / Trend / Trend / Change / Rate Change / Comparison / Increase / Decrease / Growth”.

The bar/line chart 361 can extract item value information corresponding to at least one item corresponding to a plurality of change factors. The bar/line chart 361 can place bars or lines corresponding to item value information in a chart shape. In this case, the bar/line chart 361 may display different colors of bars or lines for each item. For example, the bar/line chart 361 for changes in sales and profits by quarter has two items, so two bars are drawn for each quarter. Sales bars and profit bars can be displayed in different colors to improve readability.

The circle/other chart 362 can be understood as a formula for visualizing distribution information or ratio information of items at a specific factor/point in time, rather than a trend or change.

The template 362a matched to the circle/other chart may include a plurality of fan-shaped shapes or a plurality of circular shapes forming a circle.

The template 362b matched to the circle/other chart may include at least one of “Ratio / Composition / Distribution / Matrix / Comparison”.

The circle/other chart 362 can extract distribution information (or ratio information) of multiple items at a specific factor (or specific point in time). The circle/other chart 362 can place corresponding item information (name of item) and distribution information (ex: “45%”) in the area inside each fan-shaped shape, and place explanatory information in the area around the fan-shaped shape. . The circle/other chart 362 can be highlighted (e.g., in a different color, in a different font size, or slightly outside the circle) so that the object of emphasis is a fan-shaped shape in which distribution information is placed.

The circle/other chart 362 is shaped like a cut out pie, so it can be named a pie chart. Additionally, the circle/other chart 362 can use a donut-shaped figure with a hole in the center to place message information in the center of the circle. In addition, the circle/other chart 362 is a bubble chart, tree map chart, candle chart, scatter chart, map chart, area chart, and gauge chart depending on the purpose. There are various charts such as , Gantt charts, etc., and they can also be used in combination. Alternatively, you can visualize the content with an infographic that uses icons or images to make it more beautiful and easier to understand.

In this case, the visualization target information according to the circle/other chart 362 is “item information, distribution information (ratio information),” and the arrangement area information according to the circle/other chart 362 is “the area inside the fan shape.” It can be understood as

Meanwhile, as shown in FIG. 3G, the change expression 371 visualization formula may be matched to the category 370 associated with the “change 370a” theme.

The change formula (371) is understood as a formula for visualizing content that includes information that changes the current state (or Before) and future state (or After), such as creating something new or modifying, improving, deleting, or adding something that did not exist before. can be

The template 371a matched to the change expression may include a first type of shape in which information before the change is placed and a second type of shape in which information after the change is placed.

The keyword (371b) matched to the change expression may include at least one of “improvements / solutions / additional introduction / TO-BE / new / new functions / reorganization / change.”

The change expression 371 extracts information before and after the change from the content, and places the information before the change in the first type of shape and the information after the change in the shape of the second type. In this case, the change formula 371 can be arranged by matching the pre-change information and post-change information for each item with the extracted drawings, and the pre-change information and post-change information for each item. The change formula 371 is mainly used when changing existing problems by fixing them, so it can indicate what problems exist in the current state. Additionally, the change formula 371 can highlight information after the change (e.g., change the color of the shape or place the highlighted shape separately) to clearly show how the problem will be solved in the future state.

In this case, the visualization target information according to the change formula (371) is “information before change and information after change,” and the arrangement area information according to change formula (371) is “inside the first type of figure and the second type of figure.” It can be understood as “area.”

Meanwhile, in the visualization DB, templates may exist matching each visualization formula. Templates can contain different shapes depending on the matched visualization formula. Additionally, in the template, there may be a defined area where information to be visualized is placed based on the shape.

For example, as shown in FIG. 4, the template 400 matched to a specific visualization formula may include at least one of a staircase shape 410 and an arrow shape 420. In addition, the template 400 may have a plurality of areas 411 to 418 defined based on the staircase shape 410 where information to be visualized is arranged. As described above, the control unit 150 may arrange visualization target information in a plurality of areas 411 to 418 according to the arrangement area information included in the visualization formula.

The control unit 150 can perform visualization appropriately according to the content by using visualization formulas, templates, and keywords existing in the visualization DB. Below, we will look in detail at how to visualize content and provide it to users based on the visualization DB.

In the present invention, a process of receiving content to be visualized may be performed (S510, see FIG. 5).

The control unit 150 may provide a content input page to the user terminal. This content input page can be output to the user terminal through an application or web browser. Through the application, a series of processes related to the content visualization service according to the present invention may be performed. In this case, the application may perform at least a portion of the functions performed in the visualization system 100.

In the present invention, “content input” can be understood as a user directly entering content (ex: text input) on a content input page or loading content stored in the user terminal.

Content includes information to be visualized and may include information consisting of at least one of text, symbols, images, videos, and voices. The content to be visualized may vary depending on the content, topic, etc. For example, the content to be visualized may be diverse, such as handwriting, educational materials, reports, memos, diaries, schedules, etc.

Meanwhile, in the present invention, a process of determining a specific category associated with the content among a plurality of categories defined for content visualization may be performed (S520, see FIG. 5).

As described above, a visualization DB 300 may exist in the storage unit 140. In the visualization DB, there may be a plurality of categories (310 to 370) each matched to a plurality of predefined visualization themes (310a to 370a). For example, as shown in FIG. 2, in the visualization DB 300 stored in the storage unit 140, the “flow 310a” visualization theme is matched to the first category 310 and the second category 320 ) may be matched with the “layer (320a)” visualization theme.

As explained earlier, a visualization theme can be understood as a predefined topic related to a content visualization method. For example, the visualization themes are “Flow (310a)”, “Hierarchy (320a)”, “Composition (33a)”, “Analysis (340a)”, “Set (350a)”, “Chart (360a)”, May include at least one of “Change (370a)”.

The control unit 150 may specify a visualization theme related to the content, and specify a category matched to the specified visualization theme as a category related to the content. For example, based on the fact that the visualization theme related to the content is specified as the “flow 310a” theme, the control unit 150 may specify the category related to the content as the category matching the “flow 310a”.

The control unit 150 may perform content analysis of the content to specify a visualization theme related to the content. The control unit 150 may specify a visualization theme of the content based on the content analysis result.

The control unit 150 may determine the content of the content through relationship analysis of words included in the content. For example, the control unit 150 may determine the correlation, causal relationship, flow relationship, order relationship, etc. of words (or the content formed by the words) based on at least one of the meaning, location, and content of the sentence formed by the words. Inclusion relationship, importance relationship, similarity relationship, organizational relationship, context relationship, group relationship, opposition relationship, conflict relationship, conflict relationship, combination relationship, competition relationship, common relationship, difference relationship, transition relationship, change relationship, ratio relationship, composition relationship The content of the content can be determined based on whether it is related to at least one of the following.

For example, assume that the visualization target content 600 shown in FIG. 6 is related to “diet plan.” The control unit 150 determines that the words (“diet decision”, “every month for 3 months”, “plan”, “in February”, “from this month”) included in the content 600 are flow relationship (flow order relationship) contents. Based on this, the visual theme related to the content 600 can be specified as the “flow 310a” theme.

Meanwhile, the control unit 150 may first proceed with the process of modifying the content in order to specify the visualization theme of the content. Additionally, the control unit 150 may analyze the contents of the content based on the modified sentence and specify a visualization theme.

In the present invention, “content modification” can be understood as modifying words or sentences included in the content. Specifically, content modification can be understood as correcting errors in the grammar (or words) of the content, or constructing and correcting sentences correctly through real-time correction of correct sentence structure and syntax problems.

That is, the control unit 150 can prevent errors in the analysis process by appropriately modifying the correct grammar, punctuation, grammar, spelling, etc. of the input content 600.

For example, the control unit 150 can correct spelling and spacing. For another example, the control unit 150 may check whether the subject and predicate relationship in the sentence correspond, and if the subject and predicate relationship do not correspond as a result of the confirmation, the control unit 150 may modify the subject and predicate so that they correspond. For another example, the control unit 150 may modify a sentence in which a subject is omitted to include a subject. For another example, the control unit 150 may modify a complex sentence into a simple sentence.

Meanwhile, the control unit 150 may specify a visualization theme of content based on keywords stored in the visualization DB.

As explained previously, keywords may exist matched to each visualization formula in the visualization DB. And the visualization formula may exist in matching with a specific visualization theme.

As a result of content analysis, the control unit 150 selects a visualization theme that matches a specific visualization formula (or a specific category) based on the fact that the content includes keywords that match a specific visualization formula (or a specific category). can be decided.

Meanwhile, as shown in FIG. 6, the control unit 150 can specify a visualization theme related to content using an artificial intelligence model 610 learned to provide a content visualization service.

Here, the artificial intelligence model 610 learned to provide a content visualization service determines the content of the content through relationship analysis of words (or content) included in the content, and based on the determined content, the content and It may be an artificial intelligence model trained with training data to specify related visualization themes.

The control unit 150 may perform the previously described content modification, content content analysis (content relationship analysis), and visualization theme determination based on the artificial intelligence model 610 learned with learning data.

For example, the control unit 150 performs a text analysis process (Ex: text mining) on the content 600 using the artificial intelligence model 610 to modify the content and analyze the content (content or relationship analysis of words) can be performed. Also, the control unit 150 can extract important keywords that make up the content from the content using the artificial intelligence model 610. The artificial intelligence model 610 may be an artificial intelligence model learned to extract keywords from content in order to determine a visualization formula to apply to the content. Additionally, the control unit 150 may specify a visualization theme related to the content based on the contents of the content analyzed using the artificial intelligence model 610 or the extracted keywords and the visualization DB 300.

For example, when content 600 is input, the control unit 150 may use the artificial intelligence model 610 to analyze the relationship between words included in the input content 600. Based on the fact that the contents of the content 600 include information related to the flow of time and order of days, the control unit 150 selects the flow of order of time and days among a plurality of visualization themes stored in the visualization DB 300. The “flow (310a)” theme defined to visualize content containing related information can be determined as the visualization theme of the content (600).

Furthermore, based on the fact that the visualization theme of the content 600 is the flow 310a theme, the control unit 150 selects a category matching the flow 310a theme among the plurality of categories 310 to 370 of the visualization DB 300. 310 may be determined to be a specific category associated with content 600 .

Meanwhile, in the present invention, a process of determining a specific visualization formula to be applied to content among at least one visualization formula matching a specific category may be performed (S530, see FIG. 5).

When a specific category associated with the inputted content 600 is determined, the control unit 150 may determine a specific visualization formula to be applied to the content 600 among at least one visualization formula matching the specific category.

As described above, at least one visualization formula may be matched to each of the plurality of categories 310 to 370. The control unit 150 may specify a visualization formula to be used for visualizing content among the matched visualization formulas. Hereinafter, for convenience of explanation, the content-related category may be described as an example of a category matching the “flow 310a” theme.

The control unit 150 may specify at least one visualization formula to be used for visualizing content based on a keyword corresponding to the content of the content among keywords matched for each visualization formula.

For example, as shown in FIG. 6, the content 600 includes words such as “every month 601,” “in February,” “in March,” and “plan 602,” and these words The contents of the content may correspond to the keywords 311b “plan”, “step by step”, and “per period” matched to the cascade. The control unit 150 may specify “cascade 311” as a visualization formula to be applied to the content, based on the fact that the contents of the content correspond to the keyword 311b matched to the cascade.

Meanwhile, the control unit 150 may specify a visualization formula to be applied to content based on the artificial intelligence model 610.

The control unit 150 uses the artificial intelligence model 610 to perform a text analysis process (Ex: text mining) on the content 600 to determine at least one keyword (for example, “monthly”). , “Plan”, 601, 602) can be extracted.

And, based on the artificial intelligence model 610 and the user DB, the control unit 150 uses a visualization formula (ex: “step-by-step”) in which keywords corresponding to the extracted keywords 601 and 602 are matched to visualize the content. It can be specified with a visualization formula.

Meanwhile, in the present invention, a process of placing at least part of the content in a template that matches a specific visualization formula may be performed (S540, see FIG. 5).

As described above, templates matching each visualization formula may exist in the visualization DB 300.

The template may include at least one shape corresponding to the visualization formula. For example, the template 311a matched to the step-wise expression may include a staircase shape, and the template 312a matched to the flow-type expression may include an arrow shape.

The control unit 150 may place at least part of the content in a template that matches the visualization formula, according to the specified visualization formula.

As described above, the visualization formula may include visualization target information that is to be visualized among the information included in the content and placement area information in which the visualization target information is placed on the template.

The control unit 150 may extract visualization target information from content based on a visualization formula. Then, the extracted visualization target information can be placed in a specific area of the template corresponding to the placement area information.

For example, as shown in FIG. 7, the control unit 150 receives, from the content 600, “unit period information (ex. : “Month”, 621), detailed information (ex: “Morning jogging”, 622)” can be extracted. In addition, the control unit 150 may place the unit period information 621 in the upper area 721 of the staircase shape included in the template 700, and place the detailed information 622 in the inner area 722 of the staircase shape. there is. Furthermore, based on the order of the unit period information, the control unit 150 extracts unit period information (ex: “month”) and detailed information (ex: “Increase jogging distance”), and unit period information (ex: “month”) and detailed information (ex: “maintain monthly plan”) extracted in the upper area (725) and inner area (726) of the further ascended staircase shape. ”) can be placed. Furthermore, the control unit 150 may extract text (Ex: “diet plan”, 610) related to the topic (or title) of the content 600 and place it in the upper center area 710 of the template.

Meanwhile, in the present invention, a process of outputting a template in which at least part of the content is arranged to the user terminal may be performed.

The control unit 150 may provide the user terminal with a template in which at least a portion of the content 600 received from the user terminal 10 is arranged. That is, the control unit 150 can provide content visualized according to a specified visualization formula to the user terminal.

Meanwhile, the control unit 150 may visualize the input content in real time based on the content being input to the user terminal and output it to the user terminal 10. For example, assume that a student user organizes the content he or she has studied and inputs it into the user terminal 10. The control unit 150 may perform real-time visualization of the input content and provide it to the user.

In addition, the control unit 150 may change the visualized content with the changed visualization formula based on a change in the visualization formula related to the content based on additional content being input to the user terminal and provide the content to the user terminal 10. there is.

Specifically, based on the input of part of the content, the control unit 150 may perform visualization of the part of the content according to the first visualization formula and provide the visualization to the user terminal 20. Then, the control unit 150 performs visualization of the additional content (or the entire content) according to the second visualization formula based on the fact that a second visualization formula different from the first visualization formula is specified based on the additional content being input. can do. The control unit 150 may output additional content (or all content) visualized according to the second visualization formula to the user terminal. Users can immediately see the contents of the entered content visualized and understand the content more intuitively.

Hereinafter, additional embodiments according to the above embodiment will be described with reference to FIGS. 8A and 8B.

As shown in FIG. 8A, the control unit 150 controls the words (Ex: “recruitment notice”, “receipt of application”, “document review”) included in the content 810 input from the user terminal 10. By performing relationship analysis, the content of the input content 810 can be determined to include information related to the flow of time and work order.

The control unit 150 selects a plurality of visualizations stored in the visualization DB 300 based on the fact that the contents of the content 810 input from the user terminal 10 are determined to include information related to the flow of time and order of days. Among the themes, the “flow (310a)” theme defined to visualize content containing information related to the flow of time and order of work may be determined as the visualization theme of the content 810.

Based on the fact that the visualization theme of the content 600 input from the user terminal 10 is the flow 310a theme, the control unit 150 selects the flow 310a among the plurality of categories 310 to 370 of the visualization DB 300. ) The category 310 matching the theme may be determined as a specific category associated with the content 810.

Meanwhile, as described above, the control unit 150 uses the artificial intelligence model 610 learned with learning data to enter keywords related to the visualization formula to be applied to the content 810 input from the user terminal 10. It can be extracted from (810). And, based on the extracted keyword, the control unit 150 may determine a specific visualization formula to be applied to the content 810 among at least one visualization formula matching a specific category.

For example, the control unit 150 may change the content of the content 810 input from the user terminal 10 to a keyword (Ex: “flowchart / process / flowchart / work sequence / procedure / Based on its correspondence to “flowchart” (see reference numeral “313b” in FIG. 3A), the flow diagram 313 can be specified as a visualization formula to be applied to the content. The control unit 150 extracts visualization target information (ex: “Recruitment notice”, “Application submission”, etc.) from the content 810 according to the flow diagram 313, and matches the extracted visualization target information to the flow diagram. Templates can be placed. The control unit 150 may output a template 820 in which visualization target information is arranged according to the flow diagram 313 to the user terminal.

For another example, as shown in FIG. 8B, the control unit 150 determines that the contents of the content 830 input from the user terminal 10 are keywords (Ex: “level level / ecosystem”) matched to the pyramid formula 321. / Stage / Hierarchy / Layer / Proportion / Distribution” (see reference numeral “313b” in FIG. 3A), the pyramid formula 321 can be specified as a visualization formula to be applied to the content 830. The control unit 150 extracts visualization target information (“menstrual needs”, “safety needs”) from the content 830 according to the pyramid formula 321, and stores the extracted visualization target information in a template matched to the pyramid formula. It can be placed. The control unit 150 may output a template 840 in which visualization target information is arranged according to the pyramid formula 321 to the user terminal.

Meanwhile, in the present invention, a plurality of visualization formulas may be specified for specific content. In the present invention, when a plurality of visualization formulas are specified, a recommendation function can be provided to recommend one of the plurality of visualization formulas to the user. Below, the recommendation function will be explained in detail.

The control unit 150 may specify a plurality of visualization formulas that match a specific category as formulas for visualizing content. Although one category related to the content is specified, if a plurality of visualization formulas matched to a specific category correspond to the contents of the content, the control unit 150 may specify a plurality of visualization formulas. For example, the control unit 150 may specify both the first visualization formula and the second visualization formula among a plurality of visualization formulas matching a specific category as formulas for content visualization.

Furthermore, the control unit 150 may specify a plurality of categories related to content and specify a visualization formula that matches each of the plurality of categories as a formula for visualizing the content. For example, as shown in FIG. 9A, assume that content 900 matches both the first category 911 and the second category 912. The control unit 150 may specify both the first visualization formula 911a matched to the first category 911 and the second visualization formula 912a matched to the second category 912 as formulas for content visualization. .

In this way, a plurality of visualization formulas for visualizing content may be specified, and hereinafter, the number of specified categories will not be distinguished, and a plurality of visualization formulas will be described as being specified.

When a plurality of visualization formulas are specified, the control unit 150 may specify (determine) one of the plurality of visualization formulas as a recommended visualization formula (or main visualization formula or primary visualization formula).

There can be various ways to specify a recommended visualization formula. The control unit 150 may specify the visualization formula that matches the keyword that most corresponds to the contents of the content as the recommended visualization formula. For example, the keywords that match the first visualization formula are the contents of the content and “3”. If the keywords matched to the second visualization formula correspond to “two” contents of the content, the first visualization formula can be specified as the recommended visualization formula.

Furthermore, the control unit 150 may specify, among a plurality of visualization formulas, a visualization formula that matches key keywords of the content as a recommended visualization formula. For example, if the core keyword of the content matches the first visualization formula, the control unit 150 may specify the first visualization formula as the recommended visualization formula.

Furthermore, the control unit 150 may specify one of a plurality of visualization formulas as a recommended visualization formula based on user history information. More details will be provided later.

The control unit 150 may perform visualization of content according to a recommended visualization formula. That is, the control unit 150 may place visualization target information extracted from content according to the recommended visualization formula in a template matched to the recommended visualization formula and provide the information to the user terminal 10.

Furthermore, the control unit 150 may perform visualization of content according to the selected visualization formula, based on the user's selection of one of a plurality of visualization formulas. As shown in (b) of FIG. 9A, the control unit 150 provides a template 911b and a first visualization formula matched to the first visualization formula to the user terminal in order to receive a selection input for one of a plurality of visualization formulas from the user. 2 A template 912b matching the visualization formula can be provided. In this case, the control unit 150 may display recommendation information (or recommendation graphic object) recommending the recommended visualization formula in the surrounding area of the template 911b that matches the recommended visualization formula. Based on whether one of a plurality of visualization formulas is selected, the control unit 150 may perform content visualization according to the selected visualization formula and provide the content to the user terminal. Additionally, the control unit 150 may store the selected visualization formula in user history information.

Meanwhile, the recommended visualization formula can be understood as a visualization formula that has the highest matching rate with the content 900 input from the user terminal 10 among a plurality of visualization formulas. “Higher matching rate” can be understood as a better template to apply to the content 900. For example, as shown in (b) of FIG. 9A, the control unit 150 creates a first visualization that matches the first visualization formula 911a in relation to the content 900 input from the user terminal 10. The second visualization template 912b matching the template 911b and the second visualization formula 912a can be output to the user terminal 10. In addition, the control unit 150 may include recommendation information in the first visualization template 911b, which has a higher matching rate with the content 900 input from the user terminal 10, and output it to the user terminal 10.

Meanwhile, when the content includes a plurality of paragraphs (or paragraphs), a template corresponding to each of the plurality of paragraphs may be output to the user terminal 10.

The paragraphs described in the present invention may be divided by physical criteria (ex: line break at the end of the sentence) or semantic criteria (ex: dividing all information of the same content into one paragraph).

The control unit 150 may specify a visualization theme for each paragraph and a category corresponding to the specified visualization theme, based on the content of the paragraph included in the content input from the user terminal 10. For example, as shown in (a) of FIG. 9B, the control unit 150 may classify paragraphs of content 920 into first paragraphs 921 and second paragraphs 922. At this time, the first paragraph 921 and the second paragraph 922 may be understood as including content corresponding to different categories.

The control unit 150 may specify a category for each of the first paragraph 921 and the second paragraph 922. For example, as shown in (a) of FIG. 9B, the control unit 150 specifies the category associated with the first paragraph 921 of the content 920 as the first category 931, and the content 920 The category related to the second paragraph 922 of ) may be specified as the second category 932.

The control unit 150 generates a first visualization formula 931a and A second visualization formula 932a for performing visualization of the second paragraph 922 may be specified. The method of specifying the formula for performing visualization of each paragraph is the same as the method of specifying the formula for performing visualization of content, so detailed information will be omitted.

The control unit 150 may perform visualization of each paragraph according to a visualization formula specified for each paragraph and provide the visualization to the user terminal. The control unit 150 may perform visualization by placing at least part of the first paragraph 921 in the template 931b matched to the first visualization information 931a, according to the first visualization information 931a. Then, the control unit 150 may perform visualization by placing at least a portion of the second paragraph 922 in the template 932b matched to the second visualization information 932a, according to the second visualization information 932a. .

Furthermore, the control unit 150 can output visualization results (templates) for each paragraph to the user terminal in paragraph order. Additionally, the control unit 150 may output visualization results (templates) for each paragraph to the user terminal to correspond to each paragraph. also

For example, as shown in (b) of FIG. 9B, the visualization result 931a for the first paragraph 921 is displayed on the user terminal to correspond to the first paragraph 921, and the visualization result 931a for the first paragraph 921 is displayed on the user terminal. ), the visualization result 932a for the second paragraph 922 may be displayed on the user terminal.

Meanwhile, the control unit 150 is a template matching a plurality of visualization formulas (Ex: first visualization formula 931a, second visualization formula 932a) to be applied to the content 920 input from the user terminal 10. Can be output to the user terminal 10.

Specifically, the control unit 150 displays a first visualization template (931b) matching the first visualization formula (931a) and a second visualization template (932b) matching the second visualization formula (932a) to the user terminal (10). It can be printed to .

For example, as shown in (b) of FIG. 9B, the control unit 150 creates a first visualization that matches the first visualization formula 931a in relation to the content 920 input from the user terminal 10. The second visualization template 932b matching the template 931b and the second visualization formula 932a can be output to the user terminal 10.

Meanwhile, the control unit 150 may specify one of a plurality of visualization formulas as a visualization formula (or recommended visualization formula) to be applied to content based on user history information.

The user history information may include at least one of information about a visualization formula selected by the user in the past, information about a visualization formula preferred by the user, and review information about the user's visualization formula.

When receiving content input from the user terminal 10, the control unit 150 automatically matches at least one visualization formula preferred by the user (or selected by the user) based on user history information and applies it to the content. This can be determined by the visualization formula to be used.

Here, “user preference” can be understood as storing the user's preferred visualization formula in the storage unit (or database, 140) through learning of selection information received from the user terminal 10. In addition, the selection information determines the user's preferred visualization formula based on at least one template among a plurality of templates matching the visualization formula output to the user terminal 10 being selected from the user terminal 10. You can.

The control unit 150 may receive an input of the first content from the user terminal 10 (S1010, see FIG. 10).

The control unit 150 may specify a first visualization formula and a second visualization formula to perform visualization of the first content (S1020, see FIG. 10). And, in order to obtain user selection information about one of the first visualization formula and the second visualization formula, the control unit 150 sends information about the first visualization formula (ex: matched template) to the user terminal and the second visualization formula. Information about (ex: matched template) can be provided.

The control unit 150 may obtain the user's selection information about the first visualization formula based on the user selecting the first visualization formula among the first visualization formula and the second visualization formula (S1030).

The control unit 150 may match the user's selection information with the user (or user account) and store it in user history information. And the control unit 150 can learn about the user's selection information. The control unit 150 may learn the selection information received from the user terminal 10 and store the generated learning data in the storage unit 140 .

Meanwhile, the control unit 150 may receive input of second content from the user terminal 10 (S1050). The control unit 150 may specify a first visualization formula and a second visualization formula to perform visualization of the second content (S1060). In this case, the control unit 150 may automatically select the first visualization formula among the first visualization formula and the second visualization formula as the formula for performing visualization of the second content, based on user history information (S1070 )

The content visualization method and system according to the present invention can receive content as input and determine a specific category associated with the input content from among a plurality of categories defined for visualization. Through this, the present invention can specify a visualization theme matching a specific category as a visualization theme related to content.

Furthermore, the content visualization method and system according to the present invention determines a specific visualization formula to be applied to the content among at least one visualization formula matched to a specific category, and places at least a portion of the content in a template matched to the specific visualization formula. You can. Through this, the present invention can include the received content in a template that matches the visualization formula.

Furthermore, the content visualization method and system according to the present invention can output a template containing at least part of the content to the user terminal. Through this, the present invention can visualize and provide content input by the user.

Meanwhile, the present invention discussed above can be implemented as a program that is executed by one or more processes on a computer and can be stored in a medium that can be read by such a computer.

Furthermore, the present invention discussed above can be implemented as computer-readable codes or instructions on a program-recorded medium. That is, the present invention may be provided in the form of a program.

Meanwhile, computer-readable media includes all types of recording devices that store data that can be read by a computer system. Examples of computer-readable media include HDD (Hard Disk Drive), SSD (Solid State Disk), SDD (Silicon Disk Drive), ROM, RAM, CD-ROM, magnetic tape, floppy disk, optical data storage device, etc. There is.

Furthermore, the computer-readable medium may be a server or cloud storage that includes storage and can be accessed by electronic devices through communication. In this case, the computer can download the program according to the present invention from a server or cloud storage through wired or wireless communication.

Furthermore, in the present invention, the computer described above is an electronic device equipped with a processor, that is, a CPU (Central Processing Unit), and there is no particular limitation on its type.

Meanwhile, the above detailed description should not be construed as restrictive in all respects and should be considered illustrative. The scope of the present invention should be determined by reasonable interpretation of the appended claims, and all changes within the equivalent scope of the present invention are included in the scope of the present invention.

Claims (10)

In a content visualization method performed by a content visualization system,
Step of receiving content input;
determining a specific category associated with the content among a plurality of categories defined for visualization;
determining a specific visualization formula to be applied to the content among at least one visualization formula matching the specific category;
According to the specific visualization formula, arranging at least a portion of the content in a template matched to the specific visualization formula; and
A step of outputting the template containing at least part of the content to a user terminal,
In the storage unit, there are a plurality of visualization formulas matched to the specific category and keywords matched to each of the plurality of visualization formulas,
The specific visualization formula is determined based on the keyword corresponding to the contents of the content among the keywords matched for each visualization formula,
The specific visualization formula includes information on which area of the template matching the visualization formula should place the visualization target information extracted from the content,
A content visualization method, characterized in that providing a visualization result corresponding to the content based on matching information in which the plurality of categories, the plurality of visualization formulas, and the template are matched to each other. According to paragraph 1,
In the storage unit, visualization themes are matched for each of the plurality of categories,
The specific categories above are:
A content visualization method, characterized in that the category is matched to a visualization theme related to the content. According to paragraph 2,
A visualization theme related to the content is determined based on the content of the content,
A content visualization method, characterized in that the contents of the content are determined through relationship analysis of words included in the content. delete According to paragraph 3,
The specific visualization formula above is,
A content visualization method, wherein the visualization target information includes arrangement area information arranged on the template. According to clause 5,
In the arrangement step,
A content visualization method characterized by arranging the extracted visualization target information in a specific area of the template corresponding to the arrangement area information. According to clause 6,
When a plurality of the above specific visualization formulas are determined,
A content visualization method, wherein the content visualized based on a recommended visualization formula among the plurality of specific visualization formulas is output to the user terminal. According to clause 6,
If the content includes multiple paragraphs,
A content visualization method, wherein the template corresponding to each of the plurality of paragraphs is output to the user terminal. In the content visualization system,
A control unit that receives content input; and
A storage unit containing matching information in which a plurality of categories, a plurality of visualization formulas and templates are matched to each other,
The control unit,
Determine a specific category associated with the content among a plurality of categories defined for visualization,
Determining a specific visualization formula to be applied to the content among at least one visualization formula matching the specific category,
According to the specific visualization formula, placing at least a portion of the content in a template matched to the specific visualization formula,
Outputting the template containing at least part of the content to a user terminal,
In the storage unit, there are a plurality of visualization formulas matched to the specific category and keywords matched for each of the plurality of visualization formulas,
The specific visualization formula is determined based on the keyword corresponding to the contents of the content among the keywords matched for each visualization formula,
The specific visualization formula is a content visualization system characterized in that it includes information on which area of the template that matches the visualization formula should place the visualization target information extracted from the content. A program that is executed by one or more processes in an electronic device and stored on a computer-readable recording medium,
The above program is,
Step of receiving content input;
determining a specific category associated with the content among a plurality of categories defined for visualization;
determining a specific visualization formula to be applied to the content among at least one visualization formula matching the specific category;
According to the specific visualization formula, arranging at least a portion of the content in a template matched to the specific visualization formula; and
Performing the step of outputting the template containing at least part of the content to a user terminal,
The specific visualization formula is determined based on the keyword corresponding to the contents of the content among the keywords matched for each visualization formula,
A plurality of visualization formulas are matched to the specific category, and a matched keyword exists for each of the plurality of visualization formulas,
The specific visualization formula includes information on which area of the template matching the visualization formula should place the visualization target information extracted from the content,
Stored on a computer-readable recording medium, comprising instructions for providing a visualization result corresponding to the content based on matching information in which the plurality of categories, the plurality of visualization formulas, and the template are matched to each other. program.