Method for supporting content generation using generative ai-based chat bot, computer device, and computer program

Abstract

To provide a method for supporting content generation using a generative AI-based chat bot, a computer device, and a computer program.SOLUTION: A method for supporting content generation includes the steps of: analyzing trend data related to content in social media; analyzing performance data related to a creator of the social media; and providing information for supporting the creator in content generation on the basis of a result of analysis of at least one of the trend data and the performance data through a generative artificial intelligence (generative AI)-based chat bot.SELECTED DRAWING: Figure 3

Description

[Technical Field]

[0001] The following description relates to technology that supports creators in creating content on social media. [Background technology]

[0002] Social media, such as social networking services (SNS) and messengers, is a general term for services that aim to foster relationships between people, building connections between users and supporting interactions through posts.

[0003] Social media provides information to users in different contexts, such as user relationship updates, posting updates, content recommendations, and many other information items.

[0004] For example, Korean Patent Registration No. 10-1754373 (registered June 29, 2017) discloses a technology for managing posts using SNS.

[0005] As the use of social media becomes more popular and the functions offered by these platforms become increasingly diverse, video platforms are being developed to distribute and share short-form content, which is short videos ranging from 15 seconds to 10 minutes in length. Summary of the Invention [Problem to be solved by the invention]

[0006] It is aimed at social media creators and uses a chatbot based on generative artificial intelligence (AI) to provide comprehensive support to creators in the content creation process. [Means for solving the problem]

[0007] A content creation support method for a computer device including at least one processor, the method including: analyzing trend data for content in social media by the at least one processor; analyzing performance data related to creators of the social media by the at least one processor; and providing information for supporting content creation by the creators through a chatbot based on generative artificial intelligence (AI) by the at least one processor based on an analysis result of at least one of the trend data and the performance data.

[0008] According to one aspect, analyzing the trend data may include collecting statistical information associated with content that has a certain level of consumption on the social media.

[0009] According to another aspect, analyzing the trend data may include extracting at least one of popular topics and hashtags based on content consumed on the social media.

[0010] According to another aspect, the step of analyzing the trend data may include distinguishing at least one of gender, age, and content category, and selecting content that has been consumed above a certain standard by period.

[0011] According to another aspect, analyzing the performance data may include collecting insight data received through the creator's content on the social media.

[0012] According to another aspect, the step of providing information for supporting content creation may include a step of generating information corresponding to the creator's query using the analysis results of at least one of the trend data and the performance data through the generation AI.

[0013] According to another aspect, the step of providing information to assist in content creation may include a step of guiding the chatbot's interaction with the creator according to predefined rules based on performance data of the creator.

[0014] According to another aspect, the step of providing information for supporting content creation may include a step of providing information summarizing analysis results of the trend data through a dialogue with the chatbot.

[0015] According to another aspect, the step of providing information to assist with content creation may include a step of recommending content topics and hashtags through interaction with the chatbot based on at least one of the creator's past data and preferences.

[0016] According to another aspect, the step of providing information for supporting content creation may include a step of providing information summarizing performance data of items requested by the creator through interaction with the chatbot.

[0017] According to yet another aspect, the step of providing information to support content creation may include selecting content that has been consumed above a certain standard by period based on the analysis results of the trend data and using the content as a guide for interaction with the creator.

[0018] A computer program is provided that is recorded on a computer-readable recording medium to cause the computer device to execute the content creation support method.

[0019] Provided is a computer device comprising at least one processor implemented to execute computer-readable instructions, wherein the at least one processor analyzes trend data for content in social media, analyzes performance data related to creators of the social media, and provides information to support content creation by the creators through a generation AI-based chatbot based on analysis results of at least one of the trend data and the performance data. [Brief explanation of the drawings]

[0020] [Figure 1] FIG. 1 illustrates an example of a network environment in accordance with an embodiment of the present invention. [Figure 2] FIG. 1 is a block diagram illustrating an example of a computing device according to an embodiment of the present invention. [Figure 3] 1 is a flowchart illustrating an example of a method that can be performed by a computer device in accordance with an embodiment of the present invention. [Figure 4] FIG. 10 is a diagram showing an example of a social media creator service screen in one embodiment of the present invention. [Figure 5] FIG. 10 is a diagram illustrating an example of a basic menu for a generation AI-based chatbot in one embodiment of the present invention. [Figure 6] FIG. 10 is an exemplary diagram illustrating a help function of the creator studio according to an embodiment of the present invention. [Figure 7] 10A and 10B are exemplary diagrams illustrating trend analysis and recommendation functions according to an embodiment of the present invention. [Figure 8] FIG. 10 is an exemplary diagram illustrating an insight analysis function according to an embodiment of the present invention. [Figure 9]FIG. 10 is an exemplary diagram illustrating an insight analysis function according to an embodiment of the present invention. [Figure 10] FIG. 10 is an exemplary diagram illustrating an insight analysis function according to an embodiment of the present invention. [Figure 11] FIG. 10 is an exemplary diagram illustrating an insight analysis function according to an embodiment of the present invention. [Figure 12] FIG. 10 is an exemplary diagram illustrating a content planning tool function according to an embodiment of the present invention. [Figure 13] FIG. 10 is an exemplary diagram illustrating a content planning tool function according to an embodiment of the present invention. DETAILED DESCRIPTION OF THE INVENTION

[0021] Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings.

[0022] An embodiment of the present invention relates to a technology for supporting content creation by creators on social media.

[0023] Embodiments including those specifically disclosed in this specification are targeted at social media creators and can provide them with various insights and tools to accelerate their content creation and quickly grasp trends through a generative AI-based chatbot, while maximizing user traffic and monetization.

[0024] A content creation support system according to an embodiment of the present invention may be realized by at least one computer device, and a content creation support method according to an embodiment of the present invention may be executed by at least one computer device included in the content creation support system. In this case, a computer program according to an embodiment of the present invention may be installed and executed in the computer device, and the computer device may execute the content creation support method according to the embodiment of the present invention under the control of the executed computer program. The computer program may be recorded on a computer-readable recording medium in combination with the computer device to cause the computer to execute the content creation support method.

[0025] FIG. 1 is a diagram showing an example of a network environment in one embodiment of the present invention. The network environment in FIG. 1 shows an example including multiple electronic devices 110, 120, 130, and 140, multiple servers 150 and 160, and a network 170. FIG. 1 is merely an example for explaining the invention, and the number of electronic devices and the number of servers are not limited to those shown in FIG. 1. Furthermore, the network environment in FIG. 1 is merely an example of an environment applicable to this embodiment, and environments applicable to this embodiment are not limited to the network environment in FIG. 1.

[0026] The electronic devices 110, 120, 130, and 140 may be fixed or mobile terminals implemented by computers. Examples of the electronic devices 110, 120, 130, and 140 include smartphones, mobile phones, navigation systems, personal computers (PCs), notebook PCs, digital broadcasting terminals, personal digital assistants (PDAs), portable multimedia players (PMPs), and tablets. While FIG. 1 illustrates a smartphone as an example of the electronic device 110, in embodiments of the present invention, the electronic device 110 may represent one of a variety of physical computer devices capable of communicating with the other electronic devices 120, 130, and 140 and / or the servers 150 and 160 via the network 170 using a substantially wireless or wired communication method.

[0027] The communication method is not limited, and may include not only communication methods using communication networks (for example, a mobile communication network, a wired Internet, a wireless Internet, and a broadcast network) that can be included in network 170, but also short-range wireless communication between devices. For example, network 170 may include any one or more of networks such as a personal area network (PAN), a local area network (LAN), a campus area network (CAN), a metropolitan area network (MAN), a wide area network (WAN), a broadband network (BBN), and the Internet. Furthermore, network 170 may include any one or more of network topologies including, but not limited to, a bus network, a star network, a ring network, a mesh network, a star-bus network, a tree or hierarchical network, etc.

[0028] Each of the servers 150, 160 may be implemented by one or more computing devices that communicate with the multiple electronic devices 110, 120, 130, 140 via the network 170 to provide instructions, code, files, content, services, etc. For example, the server 150 may be a system that provides a service (such as a social media service, for example) to the multiple electronic devices 110, 120, 130, 140 connected via the network 170.

[0029] 2 is a block diagram showing an example of a computer device according to an embodiment of the present invention. Each of the electronic devices 110, 120, 130, and 140 and each of the servers 150 and 160 described above may be realized by a computer device 200 shown in FIG.

[0030] As shown in FIG. 2 , such a computer device 200 may include a memory 210, a processor 220, a communication interface 230, and an input / output interface 240. The memory 210 is a computer-readable recording medium and may include random access memory (RAM), read-only memory (ROM), and a persistent mass storage device such as a disk drive. Here, a persistent mass storage device such as a ROM or a disk drive may be included in the computer device 200 as a separate persistent storage device distinct from the memory 210. The memory 210 may also store an operating system and at least one program code. Such software components may be loaded into the memory 210 from a computer-readable recording medium separate from the memory 210. Such separate computer-readable recording medium may include a computer-readable recording medium such as a floppy drive, a disk, a tape, a DVD / CD-ROM drive, or a memory card. In another embodiment, the software components may be loaded into the memory 210 through a communication interface 230, which is not a computer-readable recording medium. For example, the software components may be loaded into the memory 210 of the computing device 200 based on a computer program installed by a file received over the network 170 .

[0031] Processor 220 may be configured to process computer program instructions by performing basic arithmetic, logic, and input / output operations. The instructions may be provided to processor 220 by memory 210 or by communication interface 230. For example, processor 220 may be configured to execute instructions received according to program code stored in a storage device such as memory 210.

[0032] The communication interface 230 may provide a function for the computer device 200 to communicate with other devices (e.g., the above-mentioned storage device) via the network 170. For example, requests, instructions, data, files, etc. generated by the processor 220 of the computer device 200 in accordance with program code stored in a storage device such as the memory 210 may be transmitted to other devices via the network 170 under the control of the communication interface 230. Conversely, signals, instructions, data, files, etc. from other devices may be received by the computer device 200 via the communication interface 230 of the computer device 200 via the network 170. The signals, instructions, data, etc. received via the communication interface 230 may be transmitted to the processor 220 or the memory 210, and files, etc. may be recorded on a storage medium (e.g., the above-mentioned permanent storage device) that the computer device 200 may further include.

[0033] The input / output interface 240 may be a means for interfacing with the input / output device 250. For example, the input device may include a device such as a microphone, keyboard, or mouse, and the output device may include a device such as a display or speaker. As another example, the input / output interface 240 may be a means for interfacing with a device that integrates input and output functions into one, such as a touch screen. The input / output device 250 may be configured as a single device together with the computer device 200.

[0034] Also, in other embodiments, computing device 200 may include fewer or more components than those shown in Figure 2. However, most prior art components need not be explicitly shown in the figures. For example, computing device 200 may be implemented to include at least some of the input / output devices 250 described above, and may further include other components such as a transceiver, a database, etc.

[0035] Below, specific embodiments of a method and apparatus for supporting content generation using a generative AI-based chatbot will be described.

[0036] In this specification, social media may refer to an integrated media platform that provides various services utilizing resources such as user profile information and friendships within social network services, as well as social network services such as messengers and various communities.

[0037] Short-form content is one of the fastest growing areas in the digital media industry, including social media, but many creators of short-form content for social media find it difficult to understand trends and create sustainable content.

[0038] This embodiment is targeted at social media creators and can provide a space where they can communicate with the public through the content they create, and in particular, through new tools to promote content creation, it can provide solutions that help creators efficiently set goals, receive the support they need for content production, and improve their work environment.

[0039] The computer device 200 according to the present embodiment may provide social media services to a client through a dedicated application installed on the client or through connection to a web / mobile site associated with the computer device 200. A computer-implemented content creation support system may be configured in the computer device 200. For example, the content creation support system may be implemented in the form of an independently operating program, or may be implemented in the form of an in-app for a specific application so as to be operable on the specific application.

[0040] The processor 220 of the computer device 200 may be implemented with components for executing the following content creation support method. Depending on the embodiment, the components of the processor 220 may be selectively included or excluded from the processor 220. Also, depending on the embodiment, the components of the processor 220 may be separated or combined to express the functions of the processor 220.

[0041] Such processor 220 and its components may control computer device 200 to execute steps included in the following content generation support method. For example, processor 220 and its components may be implemented to execute instructions from operating system code and at least one program code contained in memory 210.

[0042] Here, the components of the processor 220 may represent different functions that are performed by the processor 220 according to instructions provided by program code stored on the computer device 200 .

[0043] The processor 220 may read the necessary instructions from the memory 210, which is loaded with instructions related to the control of the computing device 200. In this case, the read instructions may include instructions for controlling the processor 220 to perform the steps described below.

[0044] The steps included in the content generation support method described below may be performed in an order different from that shown in the figures, some of the steps may be omitted, or additional processes may be included.

[0045] The steps involved in the content creation assistance method may be performed on the server 150, and in some embodiments, at least some of the steps may be performed on the client.

[0046] FIG. 3 is a flowchart illustrating an example method that may be performed by a computing device in accordance with an embodiment of the present invention.

[0047] Referring to FIG. 3, in step 310, the processor 220 may analyze trend data for content within social media. For example, the processor 220 may extract recently popular topics and hashtags on social media by analyzing trend data localized through social media. Content that has received a certain number of views (i.e., consumption) or more on social media over a recent period, or a certain number of top-ranked contents based on the number of views, may be selected as popular content. Then, statistical information such as the gender, age, and content category of those who consumed the content may be collected as analysis information for the popular content. Recent trends on social media may be identified based on the statistical information on popular content, and recently popular topics and hashtags may be identified by dividing the gender, age, content category, etc.

[0048] In step 320, the processor 220 may analyze performance data related to a creator who creates content on social media. For example, the processor 220 may collect various insight data, such as the increase / decrease rate of followers, the increase / decrease rate of content impressions, and the increase / decrease rate of content viewers, as data received through the creator's content on social media.

[0049] In step 330, the processor 220 may provide information corresponding to the creator's query through the generation AI-based chatbot based on analysis results of at least one of social media trend data and creator performance data. The processor 220 may comprehensively support the social media content creation process through a dialogue with the creator using the chatbot. In this embodiment, trend data on content within social media and insight data including performance data and preference data of each creator may be provided as data that can be used as reference or analytical information by the generation AI, and the generation AI-based chatbot may generate and respond to information corresponding to the creator's request or query using various data on social media. In this case, the generation AI-based chatbot accelerates content creation by the creator, quickly grasps recent trends, and provides insights and tools that can maximize user inflow and monetization.

[0050] The processor 220 may provide trend analysis and recommendation functions and insight summarization and interpretation functions through the generation AI-based chatbot. For example, the processor 220 may share statistical information, such as the gender, age, and content category of those who consumed the content, with the creator as analytical information on popular content on social media. In this case, the processor 220 may summarize data combining statistical information based on the creator's insights and statistical information on the popular content through the generation AI and provide the summarized data as a conversation message for the chatbot. For another example, the processor 220 may recommend recently popular topics or hashtags based on localized trend data on social media. In this case, the processor 220 may provide personalized content ideas to the creator based on past data and preferences related to the creator's content creation. The processor 220 may analyze the creator's past performance and preferences to recommend trends that are expected to be optimal for the creator's channel. In another example, the processor 220 may convert the creator's performance data into an easily understandable information format and provide it through a conversation using the chatbot. A chatbot based on the generation AI may provide a simple Q&A session with the creator, summarizing recent performance of the content in text. When insights provide a table consisting of numbers and graphs, it is difficult for creators to select and view only the data they want. In this embodiment, the generation AI is used to transmit data, and only the performance of the items requested by the creator can be selected and provided. In other words, the generation AI can summarize and share insight data provided in the social media creator studio environment.

[0051] The processor 220 may find and provide creative ideas to assist creators in generating content concepts and scenarios. As a brainstorming support function, which is a content planning tool, the processor 220 may generate and suggest original content ideas based on keywords and categories selected or input by the creator. The brainstorming support function encourages creators to explore new concepts and gain diversity, and may use pre-defined time periods, ages, genders, categories, keywords, etc. within the service for brainstorming through the generation AI. Similarly, scenario generation may automatically generate initial content outlines and scenarios for topics and content selected or input by the creator, helping creators expedite the content creation process.

[0052] The processor 220 may analyze or summarize comments posted on creator content through a generation AI-based chatbot and provide the results. The processor 220 provides a comment management function to social media creators and may analyze and summarize comments on creator posts to help them avoid missing important feedback. Furthermore, the generation AI-based chatbot may provide an automatic response function to frequently asked questions by creators, thereby saving time and resources. Therefore, the processor 220 may provide message templates and automation tools to enhance comment management and interaction with followers as communication tools for creators.

[0053] Through the generative AI-based chatbot, the processor 220 can also provide creators with strategic guidance and promotional methods for monetization based on the results of analyzing various data on social media (trend data, insight data for each creator, etc.) as a monetization strategy for the creator.

[0054] 4 is a diagram illustrating an example of a social media creator services screen in accordance with one embodiment of the present invention, showing a creator studio screen 400 for creator content creation and management.

[0055] Referring to FIG. 4, the creator studio screen 400 may include a menu 401 for generating new content, as well as a list of content recently registered by the creator, a list of the top certain number of popular contents based on the number of inquiries, a list of recently registered comments, insight summary information, etc.

[0056] In particular, the creator studio screen 400 may include a chatbot execution menu 402 for executing a generation AI-based chatbot that comprehensively supports the creator's content creation process.

[0057] FIG. 5 is a diagram illustrating an example of a basic menu of a chatbot based on a generation AI according to an embodiment of the present invention.

[0058] When the chatbot execution menu 402 is selected on the creator studio screen 400, the processor 220 may provide a chatbot basic menu screen 500 as shown in FIG. 5. The chatbot basic menu screen 500 includes a menu list 510 for accessing each function provided on the creator studio of social media. The menu list 510 may be configured with menus for executing functions that can be provided through a chatbot in the creator studio environment, such as the creator studio's help function, trend analysis and recommendation function, insight analysis function, content planning tool function, content tutorial function, and communication support function.

[0059] FIG. 6 is an exemplary diagram illustrating a help function of the creator's studio in one embodiment of the present invention.

[0060] When the Creator Studio Help menu is selected in the menu list 510 of the chatbot basic menu screen 500, the processor 220 may provide a help menu screen 600 as shown in FIG. 6 . The processor 220 may provide guidance on each function provided in the Creator Studio through the help screen 600. Detailed guidance and instructions for use of various functions of the Creator Studio are provided to help creators make the most of the platform. This includes tutorials, FAQs, video guides, and information on various scenarios that creators may encounter. For example, when "Video View" is selected on the help menu screen 600, an explanation of "Video View" may be provided.

[0061] The processor 220 may also provide monetization and promotion guides as a help feature for the creator studio. For example, monetization strategy information including strategies and tips for increasing monetization potential, advertising and promotion information on effective content promotion methods, etc. Monetization and promotion guides may be policy-based and based on strategies that have a history of producing the most effective results when implemented by other creators.

[0062] The processor 220 may provide an interactive tutorial using a generative AI-based chatbot to comprehensively support creators in the content creation process. In this case, the processor 220 may provide a step-by-step content creation tutorial that can be used by all creators, including new and experienced creators, by providing a step-by-step production guide. The generative AI-based chatbot may provide information based on guides provided on social media, allowing creators to easily and quickly learn everything from basic production methods to advanced skills through interactive tutorials using the chatbot. The processor 220 may also periodically provide various tips and tricks for content creation to increase the efficiency and quality of content creation. Similarly, the generative AI-based chatbot may provide information based on guides provided on social media, allowing creators to quickly learn new techniques and improve their content creation skills.

[0063] FIG. 7 is an exemplary diagram illustrating the trend analysis and recommendation function according to an embodiment of the present invention.

[0064] 7, the processor 220 may provide an interaction screen 700 with a generation AI-based chatbot for trend analysis and recommendation when a trend analysis and recommendation menu is selected in the menu list 510 of the chatbot basic menu screen 500. In this case, the generation AI-based chatbot may generate and respond to information corresponding to a creator's request or query by utilizing various data on social media.

[0065] The processor 220 may collect information such as the gender, age, and category of consumers of popular social media content through the generation AI-based chatbot and share it with the creator as trend analysis information. In this case, the processor 220 may generate and provide a response to the creator's query based on statistics collected as the creator's insights and statistics collected as popular social media content. In this case, the trend analysis and recommendation information may be provided as a text-based dialogue message as a response to the creator's query, and in some embodiments, the information included in the response may be visualized and provided.

[0066] The processor 220 may provide personalized recommendation information to the creator through the generative AI-based chatbot. In this case, the processor 220 may analyze the creator's past performance and preference data to recommend trends (e.g., content topics, hashtags, etc.) suitable for the creator's channel.

[0067] 8 to 11 are exemplary diagrams illustrating the insight analysis function in one embodiment of the present invention.

[0068] 8 shows an example of insight data collected over a certain period (e.g., one week) for content posted by a specific creator on social media. The insight data may include performance data for the creator, such as content categories, number of impressions, number of clicks, click-through rate, number of reactions, number of comments, and number of video views.

[0069] The processor 220 may guide interactions with the creator according to predetermined rules based on the creator's insight data. The processor 220 may provide the creator's insight data through a generation AI, which may generate information corresponding to the creator's query based on the creator's insight data and the predetermined rules. For example, referring to FIG. 9, at least one rule and an action for guiding the creator according to the rule may be defined in association with each insight type.

[0070] The processor 220 may analyze the creator's insight data based on predefined rules and generate a response to the creator's query through the generative AI based on actions corresponding to the analysis results.

[0071] Referring to FIG. 10, when the insight analysis menu is selected in the menu list 510 of the chatbot basic menu screen 500, the processor 220 may provide an interactive screen 1000 with a generation AI-based chatbot to provide insight analysis information.

[0072] The processor 220 may respond to simple questions from the creator through the interactive screen 1000 and provide a text summary of the performance of recent content. In this embodiment, the generation AI may be used to select and provide only the performance that the creator wants to check from the creator's insight data. The processor 220 may also interpret the creator's insight data into easy-to-understand information and provide the insight interpretation results through a dialogue using a chatbot. In this case, the insight data provided by the creator studio may be transmitted to the generation AI, summarized there, and then shared. Predefined rules for insight interpretation may be used to guide interaction with the creator.

[0073] The processor 220 may provide the creator insight data through visualization using various display elements. For example, as shown in FIG. 11 , the processor 220 may provide insight data such as the number of impressions, clicks, reactions, comments, and video views for each piece of content recently posted by the creator as a social media post, along with graph visualization.

[0074] 12 and 13 are exemplary diagrams illustrating the content planning tool function in one embodiment of the present invention.

[0075] 12 shows an example of a social media trend analysis result. For example, the processor 220 may identify the most popular content categories for each age and gender as trend data for the past week. In other words, the processor 220 may select popular content that has been consumed by a certain standard or more by age, gender, and category for each period based on recent social media trend analysis, and use the selected content as a guide for interaction with creators using a generative AI-based chatbot.

[0076] Referring to FIG. 13, when the content planning tool menu is selected in the menu list 510 of the chatbot basic menu screen 500, the processor 220 may provide an interactive screen 1300 with a generation AI-based chatbot to provide content planning information.

[0077] The processor 220 may provide content planning information taking into account recent trends in social media through an interaction screen 1300 with a generative AI-based chatbot.

[0078] The processor 220 may support brainstorming to generate and suggest original content ideas based on keywords and categories selected by the creator. The brainstorming support function may include experimental content as ideas suggested through the generation AI, and basic data for brainstorming may use time period, age, gender, category, keywords, etc., previously generated within the service.

[0079] The processor 220 may automatically generate and provide an initial content outline and scenario for the topic and content entered by the creator, and such scenario generation function helps the creator to quickly proceed with the content creation process.

[0080] As described above, embodiments of the present invention can shorten content creation time by helping creators discover ideas and create content more quickly and efficiently. Furthermore, embodiments of the present invention can provide real-time trend data through a trend-based content optimization function, thereby supporting creators in creating content that meets market demand. Furthermore, embodiments of the present invention can increase the convenience and efficiency of content creation through improved content creation and effective communication tools, thereby increasing creator profitability and expanding monetization opportunities through advertising and promotion strategies. Furthermore, embodiments of the present invention can increase creator satisfaction by improving the user experience, increasing creator brand loyalty, and contributing to the long-term growth of the platform.

[0081] The above-described devices may be implemented using hardware components, software components, and / or a combination of hardware and software components. For example, the devices and components described in the embodiments may be implemented using one or more general-purpose or special-purpose computers, such as a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate array (FPGA), a programmable logic unit (PLU), a microprocessor, or various devices capable of executing and responding to instructions. The processing device may execute an operating system (OS) and one or more software applications running on the OS. The processing device may also access, record, manipulate, process, and generate data in response to the execution of the software. For ease of understanding, a single processing device may be described. However, those skilled in the art will understand that a processing device may include multiple processing elements and / or multiple types of processing elements. For example, a processing device may include multiple processors or one processor and one controller. Other processing configurations, such as parallel processors, are also possible.

[0082] Software may include computer programs, codes, instructions, or a combination of one or more of these, which may configure a processing device to operate as desired or may independently or collectively instruct the processing device. The software and / or data may be embodied in any type of machine, component, physical device, computer storage medium, or device to be interpreted by the processing device or to provide instructions or data to the processing device. The software may be distributed and stored and executed in a distributed manner on computer systems connected by a network. The software and data may be stored on one or more computer-readable storage media.

[0083] Methods according to embodiments may be implemented in the form of program instructions executable by various computer means and recorded on a computer-readable medium. In this case, the medium may continuously record a computer-executable program or may temporarily record the program for execution or download. The medium may be various recording or storage means in the form of a single piece of hardware or multiple pieces of hardware combined together. It may be a medium directly connected to a computer system or distributed over a network. Examples of media include magnetic media such as hard disks, floppy disks, and magnetic tapes; optical media such as CD-ROMs and DVDs; magneto-optical media such as floptical disks; and media configured to record program instructions, such as ROMs, RAMs, and flash memories. Other examples of media include recording media or storage media managed by app stores that distribute applications, or by websites or servers that provide or distribute various software.

[0084] Although the embodiments have been described above based on limited examples and drawings, those skilled in the art will appreciate that various modifications and variations may be made from the above description. For example, the described techniques may be performed in an order different from that described, and / or the described system, structure, device, circuit, or other element may be coupled or combined in a manner different from that described, or may be substituted or replaced by other elements or equivalents, and still achieve suitable results.

[0085] Therefore, different embodiments are within the scope of the appended claims, provided that they are equivalent to the claims.

Claims

1. A content creation support method for a computer device including at least one processor, comprising: analyzing, with the at least one processor, trend data relating to content within social media; analyzing, by the at least one processor, performance data associated with the social media creator; and providing information for supporting content creation by the creator based on an analysis result of at least one of the trend data and the performance data through a chatbot based on generative artificial intelligence (AI) by the at least one processor; A content creation support method, comprising:

2. The step of analyzing the trend data includes: collecting statistical information related to content that has been consumed above a certain level on the social media; The content creation support method according to claim 1 , comprising:

3. The step of analyzing the trend data includes: Extracting at least one of popular topics and hashtags based on the content consumed on the social media. The content creation support method according to claim 1 , comprising:

4. The step of analyzing the trend data includes: A step of distinguishing at least one of gender, age, and content category and selecting content that has been consumed above a certain standard for each period. The content creation support method according to claim 1 , comprising:

5. analyzing the performance data includes: collecting insight data flowing in through the creator's content on the social media; The content creation support method according to claim 1 , comprising:

6. The step of providing information for supporting content creation includes: generating information corresponding to the creator's query using an analysis result of at least one of the trend data and the performance data through the generating AI; The content creation support method according to claim 1 , comprising:

7. The step of providing information for supporting content creation includes: guiding the chatbot's interactions with the creator according to predefined rules based on the creator's performance data; The content creation support method according to claim 1 , comprising:

8. The step of providing information for supporting content creation includes: providing information summarizing the analysis results of the trend data through a dialogue with the chatbot; The content creation support method according to claim 1 , comprising:

9. The step of providing information for supporting content creation includes: Recommending content topics and hashes based on at least one of the creator's past data and preferences through interaction with the chatbot. The content creation support method according to claim 1 , comprising:

10. The step of providing information for supporting content creation includes: providing information summarizing performance data of the item requested by the creator through a dialogue with the chatbot; The content creation support method according to claim 1 , comprising:

11. The step of providing information for supporting content creation includes: selecting content that has been consumed above a certain standard for each period based on the analysis result of the trend data, and using the content as a guide for interaction with the creator; The content creation support method according to claim 1 , comprising:

12. A computer program recorded on a computer-readable recording medium for causing a computer device to execute the content creation support method according to any one of claims 1 to 11.

13. At least one processor implemented to execute computer-readable instructions Including, The at least one processor Analyzing trend data on social media content, Analyzing performance data associated with said social media creators; and providing information to support the creator in creating content based on an analysis result of at least one of the trend data and the performance data through a chatbot based on a generation AI. A computer device comprising:

14. The at least one processor Collect statistical information related to content that has been consumed above a certain level on said social media.

14. A computer device according to claim 13.

15. The at least one processor and generating information corresponding to the creator's query using the analysis results of at least one of the trend data and the performance data through the generating AI.

14. The computer device of claim 13.

16. The at least one processor Guiding the chatbot's interactions with the creator according to predefined rules based on the creator's performance data.

14. The computer device of claim 13.

17. The at least one processor and providing information summarizing the analysis results of the trend data through a dialogue with the chatbot.

14. The computer device of claim 13.

18. The at least one processor Recommending content topics and hashtags based on at least one of the creator's past data and preferences through interaction with the chatbot.

14. The computer device of claim 13.

19. The at least one processor Providing information summarizing performance data for items requested by the creator through interaction with the chatbot.

14. The computer device of claim 13.

20. The at least one processor Based on the analysis results of the trend data, select content that has been consumed above a certain standard for each period and use it as a guide for interactions with the creators.

14. The computer device of claim 13.

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