Content creation support device, content creation support method, and content creation support program

Abstract

To enable even a person who does not have high-level technical knowledge or trained high-level experience to create a content in a short creation period easily.SOLUTION: A content creation support device supports the creation of a content in cooperation with content generation means for generating a content on the basis of learned data. The content creation support device includes: design information reception means for receiving an input of design information of the content; content element creation means for giving an instruction sentence created on the basis of the design information to the content generation means and obtaining a content element related to an element generated by the content generation means for each element included in the design information; and content output means for integrating the content element for each design information and outputting the content.SELECTED DRAWING: Figure 1

Description

[Technical Field]

[0001] The present invention relates to a content creation support device, a content creation support method, and a content creation support program. [Background technology]

[0002] Patent Document 1 discloses a technology that analyzes test image data, extracts elements from the image data, and generates a layout appropriate for the display based on structural information of the elements and display information of the terminal device.

[0003] Non-patent document 1 discloses a technology that senses human purchasing behavior and uses behavioral analysis AI (Artificial Intelligence) and generation AI to have an avatar (alter ego) read out pre-prepared product recommendation text on digital signage, as well as a technology that displays pre-prepared product advertising videos. [Prior art documents] [Patent documents]

[0004] [Patent Document 1] Japanese Patent Publication No. 2023-87805 [Non-patent literature]

[0005] [Non-Patent Document 1] Impress Corporation website "Web Manager Forum," "Fujitsu develops AI technology to promote purchases that uses AI to generate promotional content for digital signage," posted on August 3, 2023, retrieved on December 21, 2023, https: / / webtan.impress.co.jp / n / 2023 / 08 / 03 / 45389 Summary of the Invention [Problem to be solved by the invention]

[0006] In recent years, there has been a rise in generative AI (also known as generative AI) that generates a variety of content, and there is a strong demand for using such generative AI to create digital content for digital signage.

[0007] Producing digital content using generative AI requires expressive expertise to create content elements such as attractive advertising expressions and images, as well as technical expertise to handle generative AI. Therefore, digital content production is limited to highly trained personnel such as graphic designers and illustrators.

[0008] However, depending on the content used for advertising, speed may be more important than high quality, and in such cases, it is desirable to be able to create content more easily, even if the content is not created by highly trained personnel.

[0009] In view of the above-mentioned problems, the present invention aims to provide a content creation support device, a content creation support method, and a content creation support program that enable content to be created easily and in a short period of time, even by people who do not have advanced specialized knowledge or highly trained experience. [Means for solving the problem]

[0010] In order to solve such problems, the first invention is a content creation support device that supports content creation in cooperation with content generation means that generates content based on learned data, characterized by comprising: (1) design information receiving means that receives input of content design information; (2) content element creating means that provides instruction statements created based on the design information to the content generation means and obtains content elements related to the elements generated by the content generation means for each element included in the design information; and (3) content output means that integrates the content elements for each piece of design information and outputs content.

[0011] The second invention is a content creation support method that supports content creation in cooperation with a content generation means that generates content based on learned data, characterized in that (1) a design information receiving means receives input of design information including content elements and advertising content, (2) a content element creating means provides a command statement created based on the design information to the content generation means, and obtains content elements related to the elements created by the content generation means for each element included in the design information, and (3) a content output means integrates the content elements for each design information and outputs content.

[0012] The third invention is a content creation support program that supports content creation in cooperation with content generation means that generates content based on learned data, characterized in that the computer functions as (1) design information receiving means that receives input of content design information, (2) content element creating means that provides a command statement created based on the design information to the content generation means and obtains content elements related to the elements generated by the content generation means for each element included in the design information, and (3) content output means that integrates the content elements for each piece of design information and outputs content. [Effects of the Invention]

[0013] According to the present invention, content can be created easily and in a short period of time even by personnel who do not have highly specialized knowledge or highly trained experience. [Brief explanation of the drawings]

[0014] [Figure 1] 1 is an overall configuration diagram showing the overall configuration of a communication system (content distribution system) according to an embodiment. [Figure 2] 1 is a diagram showing an internal configuration of a content creation support device according to an embodiment; [Figure 3] 1 is a sequence diagram showing a content creation support method and a content creation method according to an embodiment. [Figure 4]1 is an overall configuration diagram showing the overall configuration of digital content created through a content creation support device according to an embodiment; [Figure 5] FIG. 2 is an explanatory diagram illustrating a layout creation method according to an embodiment. [Figure 6] FIG. 2 is an explanatory diagram illustrating a content text creation method according to an embodiment. [Figure 7] FIG. 2 is an explanatory diagram illustrating a content image creating method according to an embodiment. DETAILED DESCRIPTION OF THE INVENTION

[0015] (A) Embodiment DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, preferred embodiments of a content creation support device, a content creation support method, and a content creation support program according to the present invention will be described in detail with reference to the accompanying drawings.

[0016] This embodiment illustrates a case where a content creation support device according to the present invention is applied to a so-called digital signage system.

[0017] For example, this method can be applied to a team that produces digital content in an organization that operates digital signage, or to the production of digital content on behalf of an organization that operates digital signage.

[0018] (A-1) Configuration of the embodiment (A-1-1) Overall composition FIG. 1 is a diagram showing the overall configuration of a communication system (content distribution system) according to an embodiment.

[0019] In FIG. 1, a communication system 9 according to the embodiment includes a content creation system 10 and a plurality of locations 20 (20-1 to 20-N; N is a positive integer) connectable to a network NT.

[0020] In the communication system 9 as a content distribution system, a content creation system 10 creates digital content and distributes the created digital content to each of the locations 20-1 to 20-N. The digital content is displayed on a display unit 22 at each of the locations 20-1 to 20-N.

[0021] [Content Creation Device 3] The content creation device 3 generates content based on the learned data. The content creation device 3 creates content using a generation AI that generates various content such as layouts, images, and text data.

[0022] The content creation device 3 can be connected to the content creation support device 1, and upon receiving a prompt (instruction) related to content creation from the content creation support device 1, creates content based on the prompt. The content creation device 3 also transmits the created content to the content creation support device 1.

[0023] The content creation device 3 is exemplified as creating digital content using a generation AI, but the generation AI used can be a wide variety of artificial intelligence technologies that generate content, and for example, either a unimodal system that inputs one type of element or a multimodal system that inputs multiple types of elements can be applied.

[0024] In this embodiment, it is assumed that digital content including multiple types of elements (for example, images, text data, etc.) will be created, and therefore a multimodal system that inputs information on multiple types of elements such as images and text data is preferred.

[0025] The content creation device 3 may be equipped with unimodal systems for images and text data, and may be capable of integrating these contents. In other words, the content creation device 3 may be equipped with generation AIs for multiple unimodal systems, and may be capable of integrating the contents generated by the respective generation AIs to create a single digital content.

[0026] The model of the generative AI is not particularly limited, and for example, GPT (registered trademark: Generative Pre-Trained Transformer), Stable Diffusion, DALL-E, LaMDA, LLAMA, etc. can be applied.

[0027] [Content Creation System 10] The content creation system 10 works in conjunction with a content creation device 3, which is a generation AI service, to create digital content and distribute it to each of the locations 20-1 to 20-N.

[0028] The content creation system 10 also includes a content creation support device 1 connectable to a content creation device 3, and a distribution server 2.

[0029] The content creation system 10 automatically creates a single piece of digital content including multiple types of elements based on multiple content elements input by a user.

[0030] The content creation system 10 may distribute the same digital content to all of the locations 20-1 to 20-N, or may distribute different digital content to each of the locations 20-1 to 20-N. In the former case, the content creation system 10 creates one type of digital content, and in the latter case, the content creation system 10 creates multiple digital contents. When multiple digital contents are to be created, the elements to be used in each digital content are input to the content creation support device 1 for each digital content.

[0031] The distribution server 2 distributes corresponding digital content to each of the bases 20-1 to 20-N. The distribution server 2 has a content distribution scheduling function, and manages the time and content to be distributed to each of the bases 20-1 to 20-N for each of the bases 20-1 to 20-N.

[0032] For example, when a distribution center of a financial institution distributes content to the displays of each branch office, the distribution server 2 of the distribution center may distribute different content to each branch office (each base) (for example, event information limited to a certain area, advertisements or discount service information for shopping districts or restaurants, etc.), or may distribute the same content (for example, in-store interest rate information) to all branch offices.

[0033] [Base 20-1~20-N] Each of the locations 20-1 to 20-N is a place where digital content is displayed, and includes a communication device 21 capable of communicating with the network NT, and a display unit 22.

[0034] The communication device 21 receives digital content from the distribution server 2 and displays the received digital content on the display unit 22. The communication device 21 may be, for example, a personal computer having a communication function.

[0035] The display unit 22 displays digital content from the communication device 21, and can be a display device such as an organic EL display or a liquid crystal display.

[0036] Each of the locations 20-1 to 20-n may be provided with a plurality of display units 22, and digital content may be advertised and displayed in a plurality of locations at one location.

[0037] (A-1-2) Detailed configuration of the content creation support device 1 FIG. 2 is a diagram showing the internal configuration of the content creation support device 1 according to the embodiment.

[0038] 2, the content creation support device 1 according to the embodiment includes a control unit 11, a storage unit 12, a communication unit 13, a display unit 14, and an input unit 15.

[0039] The control unit 11 controls various functions of the content creation support device 1, and may be, for example, a device equipped with a CPU, ROM, RAM, EEPROM, an input / output interface, etc. The CPU (computer) reads and executes a processing program (for example, a content creation support program) stored in the ROM, thereby causing the CPU (computer) to function as the processing function unit shown in FIG.

[0040] The control unit 11 includes a design information receiving unit 111 , a layout creating unit 112 , a content text creating unit 113 , a content image creating unit 114 , and a content output unit 115 .

[0041] The design information receiving unit 111 receives input of design information including at least elements to be included in the digital content and advertising content, and provides the input elements to the layout creation unit 112, the content text creation unit 113, and the content image creation unit 114 for each type of element included in the design information.

[0042] Here, the design information includes elements to be included in the digital content (for example, text, images, etc.) and information about the advertising content, such as the concept of the advertising content, the corporate image, and the target demographic.

[0043] "Elements" refer to the elements that make up advertising content, such as images, text data, etc. In contrast, "content elements" are content generated by generative AI that make up part of the overall advertising content, such as catchphrases in the case of text data, or background images or concept art in the case of images.

[0044] "Advertising content" is information necessary to determine the concept of advertising content, and includes attribute information of the advertiser and attribute information of the advertising target.

[0045] For example, if the digital content to be displayed on the screen consists of an image and an advertising description or introduction, the elements may be the layout of the digital content, the description of the content (text data), the image of the content, the attribute information described above, etc.

[0046] Depending on the type of digital content, sound (including voice) may also be output, in which case the sound data is also included as an element. In addition, if the digital content includes a two-dimensional code, URL, etc., the two-dimensional code, URL, etc. may also be included as an element.

[0047] The layout creation unit 112 acquires the layout of the digital content from the design information receiving unit 111, and creates prompts for content layout generation corresponding to the generation AI based on the layout. In other words, the layout creation unit 112 creates prompts for the generation AI. The layout creation unit 112 also works in conjunction with the content creation device 3 to create the layout of the digital content.

[0048] The content text creation unit 113 acquires explanatory text for the content from the design information receiving unit 111 and creates prompts for each purpose that have been prepared in advance. For example, the content text creation unit 113 has templates for prompts for each purpose in advance, acquires explanatory text for the content created by the user based on the templates, and creates prompts. This makes it possible to create prompts that correspond to the advertising concept, target audience, etc., even without advanced knowledge of the generation AI. The content text creation unit 113 also works in cooperation with the content creation device 3 (i.e., by exchanging information) to create explanatory text for the content in a position that conforms to the layout of the digital content.

[0049] When the content image creation unit 114 acquires an image of the content from the design information receiving unit 111, it creates a prompt statement corresponding to the generation AI based on the image. For example, the content image creation unit 114 creates a background image, concept image, etc. of the digital content, specifications and parameters of the generation AI, and prompt statements. The content image creation unit 114 also works in cooperation with the content creation device 3 (i.e., by exchanging information) to create the content image at a position according to the layout of the digital content.

[0050] The content output unit 115 outputs the digital content created in cooperation with the content creating device 3 to each of the locations 20-1 to 20-N.

[0051] The storage unit 12 stores processing programs, data necessary for processing, and the like.

[0052] The communication unit 13 exchanges information with the content-producing device 3 or the communication device 21 at each of the bases 20-1 to 20-N via the network NT.

[0053] The display unit 14 is a display device such as an organic EL display or a liquid crystal display, etc. The input unit 15 is an input device such as a keyboard or a mouse.

[0054] (A-2) Operation of the embodiment Next, a content creation support method and a content creation method according to the embodiment will be described with reference to the drawings.

[0055] FIG. 3 is a sequence diagram showing a content creation support method and a content creation method according to the embodiment.

[0056] FIG. 4 is a diagram showing the overall configuration of digital content created by the content creation support device 1 of the embodiment.

[0057] (A-2-1) Step S11 In the content creation support device 1, an input screen is displayed on the display unit 14, and the user inputs design information through the input screen, and the design information receiving unit 111 receives the input of the design information (S11).

[0058] For example, the design information has elements such as "A. Image showing HTML layout," "B. Content text," and "C. Content image." Furthermore, the design information has attribute information of the advertising content such as "D. Attribute information of advertising target," and "E. Attribute information of advertiser." In this way, the design information of this embodiment has the above-mentioned five pieces of information.

[0059] Note that elements D and E are examples of attribute information for enabling the AI ​​to generate appropriate digital content that matches the concept among the content elements. Elements D and E are not limited to these, and other information may be provided as long as it allows the AI ​​to generate content that is more suited to the concept.

[0060] When using the generation AI of the content creation device 3 to create content text and content images, elements D and E are used to create prompt sentences in order to create content that matches the advertising concept, target, corporate image, etc.

[0061] In step S11, the information entered by the user as elements D and E is stored in the memory unit 12 of the content creation support device 1 and is used when creating prompts for the content creation device 3 during layout creation, text creation, and image creation.

[0062] [A. Image showing HTML layout (handwritten is acceptable)] The image showing the HTML layout is information for designing the layout of the digital content 5 exemplified in FIG.

[0063] For example, as shown in FIG. 4, the digital content 5 has three regions: a first region 51 for containing header content, a second region 52 for containing body content, and a third region 53 for containing footer content.

[0064] In this way, by creating digital content 5 that has three areas, a first area 51 for header content, a second area 52 for body content, and a third area 53 for footer content, even a person without advanced specialized knowledge or experience can easily create appealing digital content 5.

[0065] The image showing the HTML layout is an image of a user's hand-drawn diagram (e.g., a conceptual diagram, a plan, etc.) taken with a camera, so that even people without advanced knowledge or experience can compose the layout. However, as long as the three areas mentioned above can be distinguished, a simple diagram created using PowerPoint (registered trademark) or the like may also be used.

[0066] In FIG. 4, a first region 51 of the header content is a portion where, for example, a catchphrase, a logo image of a product, a banner image, etc. are provided.

[0067] The second area 52 of the body content is the main part of the advertising content. For example, the second area 52 of the body content has main content, such as an image of the product itself, animation, video, or concept art for a service, and sub-content, such as selling points and product descriptions. Note that while FIG. 4 illustrates an example in which the main content and sub-content are provided in one location each, this is not limiting.

[0068] The third area 53 of the footer content is a portion where, for example, copyright, contact information, website URL, QR code (registered trademark), notes and precautions, company logo, SNS information, etc. are provided.

[0069] [B. Content text] The content text is text relating to the substance of the content, and is a document to be written in the digital content 5. For example, it is text such as an explanation or introduction to be written in the first area 51 of the header content, the sub-content in the second area 52 of the body content, or the third area 53 of the footer content.

[0070] The text used in content such as catchphrases needs to be appealing, and by using generative AI, it is possible to obtain candidates for appealing text.

[0071] However, when using generative AI, advanced and specialized knowledge and experience are required to know what prompts to input to the generative AI.

[0072] Therefore, in order to create prompt sentences that correspond to the advertising concept, target audience, etc., even without advanced, specialized knowledge or experience, elements D and E, in addition to element B, are input to the content creation support device 1. This allows attribute information such as the company's philosophy, company image, company image color, target age, gender, occupation, etc. to be input to the generation AI using a pre-prepared template, thereby obtaining candidates for appealing sentences.

[0073] [C. Content Image] The content image is an image that is desired to be displayed in the content, and is an image that is displayed in the digital content 5. In other words, it is an image that is used for advertising.

[0074] Regarding images, in order to create prompt sentences that correspond to the advertising concept, target audience, etc., even without advanced and specialized knowledge or experience, in addition to element C, elements D and E are also input into the content creation support device 1.

[0075] [D. Attribute information of advertising target] The attribute information of the advertising target is attribute information of the target of the content, and is attribute information related to the target of appeal. For example, the attribute information of the advertising target may be target, gender, age, occupation, product name, product appeal, etc.

[0076] For example, the user can set it according to a template prepared in advance, and it can be in the form of a questionnaire, multiple choice, or free-form text.

[0077] [E. Advertiser Attribute Information] The advertiser's attribute information is, for example, information about the company's philosophy, company image, company image color, company catchphrase, etc. The advertiser's attribute information can also include the advertiser's intentions, such as the advertising purpose, such as "advertising," "notification," or "display only in the morning."

[0078] For example, the user can set it according to a template prepared in advance, and it can be in the form of a questionnaire, multiple choice, or free-form text.

[0079] (A-2-2) Steps S121, S13, S122: Layout Creation In the content creation support device 1, the layout creation unit 112 creates a prompt statement regarding the layout as an instruction statement to the generation AI of the content creation device 3 based on element A (an image showing an HTML layout), element D (attribute information of the advertising target), and element E (attribute information of the advertiser).

[0080] Then, the layout creating unit 112 transmits the data of element A (image showing the HTML layout) and the prompt text related to the created layout to the content creating device 3 (S121).

[0081] When the content creation device 3 receives element A (an image showing an HTML layout) and a prompt regarding the layout from the content creation support device 1, it inputs them to the generation AI of the multimodal system and outputs the HTML layout data (S13).

[0082] In the content creation support device 1, when the HTML layout data is acquired from the content creation device 3, the layout creation unit 112 stores the HTML layout data in the storage unit 12 (S122).

[0083] Here, as mentioned above, element A is an image of a diagram (conceptual diagram, conceptual drawing, etc.) handwritten by a user without advanced knowledge or training. In other words, even if the diagram is handwritten by a user, the image of the handwritten diagram (element A) along with a prompt indicating the company image, advertising concept, etc. is input into the generation AI to create the content layout. This makes it possible to generate a digital content layout that reflects the company image, advertising concept, etc.

[0084] FIG. 5 is an explanatory diagram illustrating a layout creation method according to the embodiment.

[0085] 5, the layout creation unit 112 analyzes the input element A (an image showing an HTML layout) and creates a prompt. The prompt, which serves as an instruction to the generation AI, includes a purpose, a condition, etc.

[0086] For example, based on the input element A, the layout creation unit 112 analyzes that the digital content has a size of 1024×768 and that the type of the digital content is to generate a layout of an HTML page.

[0087] For example, if the handwritten drawing of element A includes areas for three elements: header content, body content, and footer content, the layout creation unit 112 analyzes, based on the image of element A, that the layout has header content, body content, and footer content.

[0088] After analyzing as described above, the layout creating unit 112 creates a prompt sentence for the layout shown in FIG.

[0089] For example, as illustrated in FIG. 5, the layout creation unit 112 creates a prompt for the text generation AI that includes "1. Objective: To generate a layout for an HTML page with an overall size of 1024 x 768" and "2. Condition: (1) Read image data and divide it into three parts: header content, body content, and footer content."

[0090] (A-2-3) Steps S141, S15, and S142: Writing The content text creation unit 113 creates a prompt sentence for the content text as an instruction sentence to the generation AI of the content creation device 3 based on element B (content text), element D (attribute information of the advertising target), and element E (attribute information of the advertiser).

[0091] Then, the content text creating unit 113 transmits the data of element B (content text) and the prompt related to the created content text to the content creating device 3 (S141).

[0092] When the content creation device 3 acquires element B (content text) and a prompt related to the content text from the content creation support device 1, it inputs them to the generation AI of the multimodal system and outputs the data of the content text (S15).

[0093] In the content creation support device 1, when the content text data is acquired from the content creation device 3, the content text creation section 113 stores the content text data in the storage section 12 (S142).

[0094] For example, element B (content text) can include text such as the product name, product description, and product appeal. Also, for example, element D (attribute information of advertising target) includes information indicating the target's age, gender, occupation, etc. Element E (attribute information of advertiser) includes information indicating the company name, company philosophy, company image color, company catchphrase, company image, etc.

[0095] The content text creation unit 113 can use element B, element D, and element E to create a prompt sentence for the generation AI and input it into the generation AI, thereby generating content text that reflects the company image, advertising concept, etc.

[0096] FIG. 6 is an explanatory diagram illustrating a content text creation method according to the embodiment.

[0097] For example, as a prompt sentence for a catchphrase, the content sentence creation unit 113 creates a prompt sentence for the sentence generation AI including "1. Objective: To generate a complete and clear catchphrase sentence in Japanese of 10 characters or less for product advertising" and "2. Condition: The advertiser's basic information is "The company philosophy is 'creating safety in society' and the company image color is 'red'..."

[0098] In addition, as a prompt sentence for the selling points, the content sentence creation unit 113 creates a prompt sentence for the sentence generation AI including "1. Purpose: To list three selling points of the product in 20 Japanese characters or less for product advertising" and "2. Conditions...".

[0099] (A-2-4) Steps S161, S17, and S162: Image Creation The content image creation unit 114 creates a prompt sentence regarding the content image as an instruction sentence to the generation AI of the content creation device 3 based on element C (content image), element D (attribute information of the advertising target), and element E (attribute information of the advertiser).

[0100] Then, the content image creating unit 114 transmits the data of element C (content text) and the created prompt text related to the content image to the content creating device 3 (S161).

[0101] When the content creation device 3 acquires the element C (content text) and the prompt sentence related to the content image from the content creation support device 1, it inputs them to the generation AI of the multimodal system and outputs the data of the content image (S17).

[0102] In the content creation support device 1, when the content image data is acquired from the content creation device 3, the content image creation unit 114 stores the content image data in the storage unit 12 (S162).

[0103] FIG. 7 is an explanatory diagram illustrating a content image creating method according to the embodiment.

[0104] For example, background images and concept art images can be generated using an image generation AI service such as Stable Diffusion. Creating specifications, parameters, and prompts for image AI services such as Stable Diffusion requires advanced knowledge and experience. However, according to this embodiment, text information is linked to a sentence generation AI, so parameters and prompts for the image generation AI can be generated without having to be aware of the above points.

[0105] For example, as a prompt for the text generation AI, the content image creation unit 114 creates a prompt for the text generation AI that includes, "1. Objective: To generate a prompt and API parameters for generating a concept art image of the advertising target using Stable Diffusion from basic information about the advertiser and information about the advertising target." and "2. Conditions...".

[0106] Furthermore, when the content creation support device 1 obtains a prompt for the image generation AI from the content creation device 3, the content image creation unit 114 creates a prompt for the image generation AI including "Positive Prompt: background image, black and red base color, modern design, photo real,..." and "Negative Prompt:...".

[0107] (A-2-5) Step S18 In the content creation support device 1, the content output unit 115 embeds the content text data and content image data into the HTML layout stored in the memory unit 12, completes the HTML data of the digital content, and displays it on the display unit 14 using a web browser (S18).

[0108] (A-3) Effects of the embodiment As described above, according to this embodiment, even personnel who have not received special training and do not have highly specialized skills or knowledge can automatically generate digital content from easily prepared handwritten content layouts, content descriptions, and images, and produce digital content.

[0109] (B) Other embodiments Although various modified embodiments have been mentioned in the above-described embodiment, the present invention can also be applied to the following embodiments.

[0110] (B-1) In the above-described embodiment, the layout configuration of the digital content is exemplified as having three areas: a first area 51 for header content, a second area 52 for body content, and a third area for footer content. However, the layout configuration is not limited to this, and may include at least the second area 52 for body content.

[0111] For example, if you want to eliminate the first area 51 of the header content, you can use a layout configuration with three areas as a base and set the area length of the first area 51 of the header content to "0", thereby eliminating the header part and creating a layout consisting of the second area 52 of the body content and the third area 53 of the footer content.

[0112] Similarly, for example, if you want to eliminate the third area 53 of the footer content, you can use a layout configuration with three areas as a base and set the area length of the third area 53 of the footer content to "0", thereby eliminating the footer part and creating a layout consisting only of the first area 51 of the header content and the second area 52 of the body content.

[0113] (B-2) In the above-described embodiment, the configuration of the content distribution system in FIG. 1 is an example, and the invention is not limited to this.

[0114] For example, although the content creation device 3 using the generation AI exists on the cloud as a cloud server in the example, it may exist in the content creation system 10 as a distribution base. In other words, it may use a unique generation AI technology.

[0115] (B-3) The generating AI may be capable of generating effective advertising content by machine learning information that associates content generated for advertising purposes with advertising effectiveness.

[0116] (B-4) The layout creation unit 112, content text creation unit 113, and content image creation unit 114 of the content creation support device may perform machine learning to associate the created prompts with the content (layout, text, images) created by the generation AI, and even advertising effectiveness. This allows the creation of prompts to obtain more effective content. [Explanation of symbols]

[0117] 9...communication system, 10...content creation system, 1...content creation support device, 11...control unit, 12...storage unit, 13...communication unit, 14...display unit, 15... 111...setting information receiving unit, 112...layout creation unit, 113...content text creation unit, 114...content image creation unit, 115...content output unit, 2...distribution server, 3...content creation device, 20 (20-1 to 20-N)...base, 21...communication device, 22...display unit.

Claims

1. A content creation support device that supports content creation in cooperation with content creation means that generates content based on learned data, design information receiving means for receiving input of design information for the content; a content element creating means for providing an instruction statement created based on the design information to the content creating means, and obtaining, for each element included in the design information, a content element related to the element created by the content creating means; a content output means for integrating content elements for each piece of design information and outputting the content; A content creation support device comprising:

2. handwritten layout information of the content is included in the design information; The content element creating means creates instructions regarding layout based on the handwritten layout information, and provides the instructions regarding layout and the handwritten layout information to the content generating means to obtain the layout of the content.

2. The content creation support device according to claim 1.

3. 3. The content creation support device according to claim 2, wherein the layout of the content has a first area for including header content, a second area for including body content, and a third area for including footer content.

4. The design information includes attribute information of the advertiser of the content and attribute information of the advertising target, The content element creating means creates, for each of the elements included in the design information, an instruction statement for obtaining the content element related to the element based on attribute information of the advertiser and attribute information of the advertising target.

2. The content creation support device according to claim 1.

5. A content creation support method for supporting content creation in cooperation with content creation means for generating content based on learned data, a design information receiving means for receiving input of design information of the content; a content element creation means providing a command statement created based on the design information to the content generation means, and obtaining, for each element included in the design information, a content element related to the element created by the content generation means; A content output means integrates the content elements for each piece of design information and outputs the content. A content creation support method comprising:

6. A content creation support program that supports content creation in cooperation with content creation means that generates content based on learned data, Computer, design information receiving means for receiving input of design information for the content; a content element creating means for providing a command statement created based on the design information to the content creating means, and obtaining, for each element included in the design information, a content element related to the element created by the content creating means; a content output means for integrating content elements for each piece of design information and outputting the content; A content creation support program characterized by functioning as follows.

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