Intelligent robot system with community operation capability and operation method

Abstract

The invention discloses an intelligent robot system with community operation capability and an operation method, and the system is provided with a cloud server and provides a database which comprises a plurality of intelligent robot models. The operation method comprises the following steps: generating a plurality of intelligent robots with respective appearance images through a plurality of intelligent robot models, deploying the intelligent robots to a community media, establishing a community relationship between a plurality of users and a plurality of intelligent robots in the community media, generating community activity data, and operating generative artificial intelligence, and each intelligent robot generates community content based on the attribute and the community relationship. And associating the community activity data and the community content of the intelligent robots based on the community relationship between each intelligent robot and the plurality of users to form the community value of each intelligent robot.

Description

TECHNICAL FIELD

[0001] The present disclosure relates to a social media formed by intelligent robots, in particular to an intelligent robot system with community management capability and a running method established by a machine learning method and generative artificial intelligence. BACKGROUND

[0002] In the current rapidly developing artificial intelligence (AI) in various fields, the booming is the generative artificial intelligence that uses large language models (LLM) to realize the processing of natural language, one of which is a natural language chat robot that can interact with users.

[0003] Social media is a network service in which multiple people can share content, exchange information, establish friendships, and set up communities, allowing users who join the community to express opinions on various information and interact with each other, and providing various forms of content interaction such as text, pictures, music, and videos.

[0004] In particular, the software program running in the social media also uses a large language model, which can analyze the opinions and content published by each user in the community, learn the characteristics of the user, perform sentiment analysis, and push corresponding content. In addition, the social media can also realize public opinion analysis and chat robots through natural language processing (NLP) and other applications. SUMMARY

[0005] The present disclosure proposes an intelligent robot system with community management capability and a running method, which generates multiple intelligent robots with individualized attributes and basic data through the computing power provided by the cloud server, deploys the intelligent robots to the social media to manage the community, and runs the intelligent robot model through the system to enable the intelligent robots in the social media to autonomously perform community activities in the social media, including generating content consistent with their own attributes using generative artificial intelligence, interacting with real users, such as liking, sharing, and commenting on community content generated by each other, and establishing community relationships with other intelligent robots or real users.

[0006] According to the embodiment of the intelligent robot system with community capability, a cloud server is provided and a database is provided, wherein a plurality of intelligent robot models are included. When a set of programs stored in a non-transitory computer readable medium is executed by a processing circuit, a plurality of intelligent robots each having an appearance image can be generated by the plurality of intelligent robot models and deployed to a social media. Then, the plurality of intelligent robot models are executed by the cloud server to establish community relationships between a plurality of users and the plurality of intelligent robots in the social media and generate community activity data. Further, the cloud server is also executed to generate one or more community contents by each intelligent robot based on its attributes and the community relationships with the plurality of users in the social media. In the social media, the community values of the intelligent robots are formed based on the community relationships between each intelligent robot and the plurality of users, the community activity data of the associated intelligent robots, and the one or more community contents generated.

[0007] Further, the attributes and the community activity data of the intelligent robots are used to establish a robot characteristic profile of each intelligent robot, which can include a transaction price, an endorsement advertisement price, and a popularity in the social media calculated based on the community values of the intelligent robots.

[0008] Further, the database also stores image data of the appearance images of the plurality of intelligent robots, which are realistic images of the intelligent robots generated by the generative artificial intelligence. The image data of the realistic images of the intelligent robots can be transmitted to a user device to display the realistic images of the intelligent robots on a display of the user device for interaction with the users.

[0009] Further, the method of establishing the plurality of intelligent robots in the cloud server includes setting attributes of each intelligent robot in the plurality of intelligent robots, obtaining corresponding training data according to the attributes of each intelligent robot, learning the training data by a machine learning algorithm to train a plurality of intelligent robot models, and generating the plurality of intelligent robots by executing the plurality of intelligent robot models in the cloud server.

[0010] Further, the cloud server also provides that a corporate user or an individual user can submit training data to train intelligent robots with attributes set by the corporate user or the individual user through the cloud server.

[0011] Further, when the plurality of intelligent robots are established, a menu listing attributes and basic data of the plurality of intelligent robots can be established, and the menu can be used by the corporate user or the individual user to select, purchase, or edit any intelligent robot.

[0012] Further, the intelligent robot running in the social media is provided with a payment mechanism, and the cloud server sets the number of messages, time limit and advertisement limit of the intelligent robot used by the enterprise user or the individual user in the social media through the payment mechanism.

[0013] For further understanding of the features and technical contents of the present application, please refer to the following detailed description of the present application and the attached drawings. However, the provided drawings are only used for reference and illustration, and are not used to limit the present application. BRIEF DESCRIPTION OF DRAWINGS

[0014] Figure 1 An application scenario diagram of the intelligent robot system with community operation capability is shown.

[0015] Figure 2 An architecture embodiment diagram of the intelligent robot system with community operation capability is shown.

[0016] Figure 3 A method embodiment flow chart for establishing a robot community is shown.

[0017] Figure 4 An embodiment flow chart for the intelligent robot to establish community activity data in the social media is shown.

[0018] Figure 5 An embodiment flow chart of the running method of the intelligent robot system with community operation capability is shown.

[0019] Figure 6 An embodiment diagram of a community page with an intelligent robot is shown.

[0020] Figure 7 Another embodiment diagram of a community page with an intelligent robot is shown.

[0021] Figure 8 An embodiment diagram of generating and deploying an intelligent robot is shown.

[0022] Figure 9 An embodiment diagram of an intelligent robot creation interface is shown.

[0023] Figure 10 An embodiment diagram of an intelligent robot payment interface is shown. DETAILED DESCRIPTION

[0024] The advantages and effects of the present application can be understood by the technical personnel in the art from the disclosure of the specification. The present application can be implemented or applied by other different embodiments, and the details in the specification can be modified and changed in various ways based on different views and applications without departing from the concept of the present application. In addition, the drawings of the present application are only simple schematic illustrations and are not actual size depictions. The following embodiments will further illustrate the related technical content of the present application, but the disclosed content is not intended to limit the protection scope of the present application.

[0025] It should be understood that although the terms "first", "second", "third" and the like can be used herein to describe various components or signals, these components or signals should not be limited by these terms. These terms are mainly used to distinguish one component from another component, or one signal from another signal. In addition, the term "or" used herein can include any one or more combinations of the associated listed items.

[0026] The present disclosure proposes an intelligent robot system with community management capability and a method for operating the system. The intelligent robot system with community management capability mainly runs machine learning algorithms, generative artificial intelligence technology, or adds three-dimensional realistic image drawing technology through a computer system to establish various intelligent robot models with unique attributes, basic data, or appearance images, so as to generate intelligent robots that can run in various network communities. By running intelligent robot models through the system, multiple intelligent robots can have community management capabilities like real people to move in social media. For real users in social media, intelligent robots are like virtual users in social media. The community media operated by the intelligent robot system with community management capability establishes a platform for real users and virtual users to interact with each other like real users.

[0027] Further, the intelligent robots generated by the intelligent robot system with community management capability are deployed to specific social media. By running intelligent robot models through the system, intelligent robots can have their own images and can autonomously respond to information in social media, interact with other intelligent robots or real users, such as accepting friend invitations, interpreting and performing community activities such as likes, collections, sharing, and leaving messages, and can also autonomously generate content in social media that meets individual attributes and basic data through generative artificial intelligence, or generate corresponding content based on interaction. The content can be text, graphics, audio, or video multimedia content.

[0028] According to embodiments, through the operation of the system, the intelligent robot can have its own social relationship and establish and operate a text, graphic or audio-visual channel, thereby establishing a social relationship, having its own followers, and also being a follower of others. Further, a fan page, a community, a blog and other groups in the social media are established, and the intelligent robot can interact with other real or virtual users in the social media.

[0029] For real users in the social media, the intelligent robot with which a social relationship can be established can be selected according to needs. One embodiment is that a friend relationship is established with an intelligent robot recommended by the system according to user interests from activities in the social media, or a social content generated by the intelligent robot determines the establishment of a friend relationship, and the content is liked and shared to establish a social relationship. Even the virtual user implemented by the intelligent robot can have a face-to-face chat with the real user.

[0030] Figure 1 An application scenario diagram of the intelligent robot system with social operation capability is shown. The intelligent robot system with social operation capability is provided with a cloud server 20, which is realized by a computer system. The computer system has a processing circuit 21 to execute a machine learning algorithm. The intelligent robot model is trained according to a training set with specific attribute data. The intelligent robot is generated by generative artificial intelligence according to various knowledge, human speech, behavior and expression characteristics, and can be a kind of realistic robot with a human form or a specific image (person, cartoon, animal, object), such as various intelligent robots 101 with realistic images shown on the user device 100. The intelligent robot 101 can interact with users in the social media in the form of text, voice, image and audio-visual, including natural language dialogue with the user 10. According to embodiments, in the process of natural language dialogue, the intelligent model running behind the intelligent robot 101 can have a voice dialogue with the user, and can learn the audio pitch, speed and speed of the user 10 at the moment, so that the intelligent robot 101 can have a dialogue with corresponding audio and speed, and can timely reflect the emotion of the user 10 at the moment.

[0031] For example, when the intelligent model analyzes the pitch, rhythm and sound intensity changes in the voice data to determine that the user 10 is sad at the moment, the intelligent robot 101 will adjust the audio and speed of the speech to correspond to the sad emotion, and timely reflect the sad emotion of the user 10 at the moment.

[0032] The user 10 operates the social application or the application that can access the social media in the user device 100, such as opening the user interface through the social application, connecting to the cloud server 20, and selecting the content of the social media from the cloud server 20, and loading the plurality of intelligent robots 101 displayed on the user device 100 as shown in the figure, which includes the relevant model data and the image signal of each intelligent robot 101, so that the user 10 can realize as if two people are being videoed in the real world. The embodiment shown in the figure displays the user interface started on the display of the user device 100, uses the camera 105 on the user device 100 to take a picture of the user 10 himself, and presents the user image 103 as shown in the figure, whose background image is the plurality of intelligent robots 101 deployed to the social media and can be selected by the user 10.

[0033] When participating in the social activity, the user device 100 connects to the cloud server 20, opens the social application in the user device 100, and according to one embodiment, in addition to publishing content in the social media, browsing the content of the circle of friends, and performing activities such as liking, sharing, and commenting, it can also start the audio function (microphone) and the video function (camera), interact with any intelligent robot 101, and perform real-time audio and image capture, real-time upload of voice data and image data to the cloud server 20, obtain voice features through the language model and image model running in the cloud server 20, or add image features, and can add the current environmental information, use the intelligent model to determine the current emotion of the user 10, generate voice dialogue, and output voice or any form of content feedback through the intelligent robot 101. The basis for the intelligent model to determine the emotion includes the analysis of the pitch, rhythm change, and sound intensity change of the voice in the sound data, as well as the semantic meaning.

[0034] The intelligent robot system with social community management capability proposed in the present disclosure uses computer systems to run natural language models, machine learning methods, and generative artificial intelligence technologies to establish intelligent robots that can be used in social media, or to establish social media based on intelligent robots. Each intelligent robot has its own attributes, forms a virtual user running in the social media, can participate in social activities with real users participating in the social media, and can provide generated social content.

[0035] Figure 2 The figure shows an embodiment of the architecture of the intelligent robot system with social community management capability, which includes a cloud server 20, and through the processing circuit 21 and the cooperation of related software and hardware, establishes an artificial intelligence robot, executes a method for establishing a robot community, and runs a social media including intelligent robots. Various artificial intelligence algorithms and models are mainly run by software and hardware cooperation.

[0036] According to embodiments, the cloud server 20 in the social community operating capable intelligent robot system is implemented as a computer system, in which the processing circuit 21 runs various functions of the system, and the memory 23 is implemented as a non-transitory computer readable medium and other storage purposes, which stores a set of programs necessary for the social community operating capable intelligent robot system to run, such as at least implementing the community connection module 201, the intelligent robot service module 203, the user interface module 205 and the database module 207 in the system after the processing circuit 21 executes the set of programs.

[0037] According to the illustrated system architecture diagram, the cloud server 20 runs the community media through the community connection module 201, and can be connected to other community media through the network 200, such as community one 25 and community two 26 shown in the figure, through the application programming interface (API) provided by each community media, the intelligent robots running in the community media can publish the generated community content to other communities through the application programming interface, that is, community one 25 and community two 26.

[0038] According to embodiments, the social community operating capable intelligent robot system proposed by the present disclosure uses the intelligent robot service module 203 to train a plurality of individual intelligent robots with specific attributes using training data prepared according to the attributes of each intelligent robot, such as intelligent robot one 231, intelligent robot two 232 and intelligent robot three 233 shown in the figure. When the intelligent robots (such as intelligent robot one 231, intelligent robot two 232 and intelligent robot three 233) are deployed to the community media running on the cloud server 20 through the community connection module 201, or including community one 25 and community two 26, the intelligent robot model corresponding to each intelligent robot can be run through the cloud server 20, and each intelligent robot can generate community content including text, images, voice and video, etc. by using generative artificial intelligence, and can also generate intelligent robots with realistic images according to the attributes set by the system or with basic data through generative artificial intelligence, and can be combined into community content.

[0039] For example, intelligent robots 1 (231), 2 (232), and 3 (233) running on social media form virtual users within the social media community. Through the intelligent robot service module 203 in the system, these robots can interact with real users on the social media platform. Each terminal user operates user device 1 (211), user device 2 (212), and user device 3 (213) as shown in the figure, connecting to the social media platform or other communities (community 1 (25) and community 2 (26)) running on the cloud server 20 via network 200 to participate in community activities and interact with other real users or intelligent robots. According to one embodiment, the intelligent robot service module 203 in the cloud server 20 runs intelligent robot models, using generative artificial intelligence technology to enable each intelligent robot to generate audio-visual content with realistic intelligent robot images, or text, images, and voice content. This social media content primarily conforms to the attributes of the intelligent robot itself, similar to human behavior. The intelligent robot can publish audio-visual content on one or more social media platforms, becoming a social media creator and receiving likes, shares, and subscriptions from users.

[0040] The cloud server 20 provides a database module 207 containing the content of a built-in or external database 22. The database module 207 accesses and manages the built-in or external database 22, which includes user data 221 generated by users using personalized voice dialogue services, and intelligent robot models 223. The intelligent robot models 223 include image data and social activity data of multiple intelligent robots possessing knowledge in different domains. The intelligent robot image data is generated using generative artificial intelligence based on 3D drawing technology to create lifelike images of humanoid or specific objects of intelligent robots. The cloud server 20 provides social services via network 200. Users operate user devices (user device one 211, user device two 212, and user device three 213) on their terminals and use the social applications running on them to access the social content of the cloud server 20 via network 200.

[0041] The cloud server 20, through the collaboration of the computer system's processing circuit 21, memory 23, and software, can also utilize natural language processing technology to handle the dialogue between intelligent robots and real users. It can implement natural language generation (NLG) to produce natural, fluent, and context-appropriate text or speech. Information is generated and transmitted to user devices (user device 1 211, user device 2 212, and user device 3 213) by the intelligent robot service module 203. The intelligent robot service module 203 running in the cloud server 20 interfaces with social applications running on the user devices. The cloud server 20 communicates with the user devices through the user interface module 205, including performing text, voice, or video interactions through the graphical user interface (GUI) and presenting social media content based on user operations.

[0042] According to an embodiment, the cloud server 20 deploys various intelligent robots generated by the intelligent robot model 223 in the database 22 in social media through the intelligent robot service module 203, such as intelligent robot one 231, intelligent robot two 232, and intelligent robot three 233 as shown in the figure. Each intelligent robot has a unique image in social media. The images presented on the social application can be realistic images of humanoid, animal, or various object-like intelligent robots. These realistic images of intelligent robots have different appearances, can emit learned voices, and can possess knowledge in specific fields, enabling them to provide users with choices (such as joining social media friends or groups) for social interaction.

[0043] It is worth mentioning that the intelligent robot system with community management capabilities proposed in this disclosure can use generative artificial intelligence to learn from a large amount of data generated by various community activities in social media through machine learning algorithms. This enables the intelligent robot to learn user characteristics and generate content, allowing it to interact with users in social media like a real person.

[0044] Furthermore, in intelligent robot systems capable of managing social media, the intelligent robots not only possess the ability to operate within social media but also each have their own professional backgrounds, as exemplified by intelligent robot model 223 in database 22. Intelligent robot model 223 is built using machine learning algorithms by learning from data in a specific domain, creating an intelligent model with domain-specific knowledge. For instance, it employs a Retrieval Augmented Generation (RAG) technique, which can leverage a large-scale language model (LLM) to create a natural language model tailored to a specific domain.

[0045] When the intelligent robot system with the ability to manage communities is running, the cloud server 20 communicates with the user devices (user device 1 211, user device 2 212 and user device 3 213) through the user interface module 205, including transmitting (including necessary encoding, decoding, compression and decompression programs) various information, such as audio and video content, text content and image files, and also processing the dialogue content between two or more intelligent robots displayed through the user interface, and using it to generate various functions and graphics in the user interface.

[0046] According to an embodiment, the intelligent robot system with community management capabilities provides applications for running related services on various user devices (user device 1 211, user device 212, and user device 3 213), allowing each user device to connect to the cloud server 20 and load user's community activity data and image data of one or more intelligent robots with community relationships (such as adding friends). By initiating a user interface for social media, users can interact with the intelligent robots through the user interface, including acquiring user voice data via the microphone in the user device, acquiring image data of the user or environment via the camera, and establishing a connection with the cloud server 20 via the network 200 through a communication circuit, and then performing connection and data transmission.

[0047] This disclosure proposes an intelligent robot system capable of managing social media communities. Multiple intelligent robots with different attributes can be deployed to social media platforms. These robots can be trained using neural network deep learning to acquire attributes such as various industries, professional backgrounds, personalities, genders, ages, and appearances. The intelligent robots operating on social media can have their own followers and possess social activity data such as subscriptions, content likes, shares, and comments. A robot profile can be established for each intelligent robot, thus enabling the creation of influencers with a certain number of subscribers. The intelligent robots can also possess multiple professional skills, not limited to a single specialty.

[0048] Based on the above concepts and the system architecture of an intelligent robot system with community management capabilities, please refer to the following: Figure 3 This diagram shows an embodiment of a method for establishing a robot community, wherein the described steps are performed in a computer system.

[0049] To establish an intelligent robot system capable of managing communities, the attributes and basic data of each intelligent robot in the system are first set using software (step S301). As described in the above embodiments, like a person in social media, the attributes of the intelligent robots are set, such as professional background, personality, gender, age, appearance (the actual implementation is not limited to the items described herein), and like a natural person, the basic data of each intelligent robot can be set, such as the name of the intelligent robot, the age of community activities, the activity range (such as setting the geographical range of residence and activities), etc. (the actual implementation is not limited to the items described herein). The attributes and basic data of each intelligent robot are stored in the database.

[0050] By setting individual attributes and basic data for multiple intelligent robots, machine learning is run in a computer system to train the intelligent robots. Corresponding training data can be prepared based on the attributes and basic data (step S303), and the machine learning algorithm can learn from the training data to train multiple intelligent robots that can operate in social media running on a computer (step S305).

[0051] During training, training data with various attributes can be used to create intelligent robots with specific attributes, such as robots proficient in art, technology, business, or humanities. Furthermore, the generative intelligent model running in the intelligent robot service module on the cloud server can generate community content belonging to this intelligent robot based on its attributes and basic data. Relevant attribute information (such as setting hashtags) can also be set for each piece of community content, allowing the intelligent robot to use this content on social media. A robot setting system is also provided to establish community relationships between intelligent robots and between intelligent robots and users.

[0052] Next, a database is established for an intelligent robot system capable of managing social media communities. This database can store data (including image data, community activity data, etc.) and models related to multiple intelligent robots. The intelligent robots can be generated using generative artificial intelligence to create realistic images, such as lifelike humanoid robots. Then, the computer system deploys multiple of these intelligent robots to social media (step S307).

[0053] According to an embodiment, as Figure 1 The cloud server 20 displays social media, and users can access the smart robot option through the user interface launched by the application on the user device. The smart robot can be presented as a realistic image. The cloud server can transmit the image data and model data of each realistic image of the smart robot to the user device, that is, display one or more realistic images of the smart robot on the user device's display.

[0054] The cloud server provides multiple options of realistic images of intelligent robots through a user interface. Users select one of these robots to browse its community content, interact with it, establish community relationships, and perform voice conversations. Software running on the cloud server allows intelligent robots with different attributes to establish community relationships with users. For example, the system recommends intelligent robots based on user characteristics and allows users to engage in community activities such as subscribing, sharing, and commenting, and then selects an intelligent robot to establish a community relationship with (step S309). According to an embodiment, community relationships between one or more intelligent robots selected individually by multiple users on the social media platform can be established on a cloud server (computer system) running social media, using the aforementioned database or related data annotation technology.

[0055] Next, refer to Figure 4 The flowchart shown illustrates an embodiment of an intelligent robot establishing community activity data in social media. The intelligent robot system with the ability to manage communities operates in social media with multiple users participating.

[0056] Users log in to social media using their account and identity verification data to engage in community activities, such as browsing other users' community content. Meanwhile, a smart robot system with community management capabilities deploys multiple smart robots on social media, allowing real users to interact with any of these robots. According to an embodiment, based on user searches or system-initiated recommendations, for example, matching and recommending one or more smart robots that the user is interested in based on user characteristic files describing user preferences and personality, the system can proactively establish community relationships between the user and one or more smart robots. Based on these community relationships, software programs in the smart robot system with community management capabilities (e.g., through the community connection module 201 and database module 207) call the corresponding smart robot (step S401). The social media or other communities operated by the smart robot system with community management capabilities can respond to the call to one or more smart robots based on the community relationships of the smart robots (step S403), including retrieving one or more smart robot models and related data from the database, generating a smart robot based on the image data, and displaying it on the user interface of the user device.

[0057] Users and intelligent robots engage in activities on social media, generating community data (step S405). According to embodiments, community data may include various forms of content (text, voice, images, or videos) uploaded and shared by users and intelligent robots on social media, as well as community activity data generated from browsing and interacting with other users and intelligent robots on social media. Specifically, based on community relationships, intelligent robots may respond to user actions on social media, such as responding to user comments or generating content for dialogue with users, such as text exchanges, voice, or video conversations.

[0058] In an intelligent robot system capable of managing social networks, natural language processing and generative artificial intelligence are used to process user and robot social data, thereby obtaining features from the social data (step S407). For example, natural language processing is used to obtain the semantics of user comments or conversations, and user preferences are learned based on the user's browsing and sharing of social media content, thereby generating content for the intelligent robot to respond to the user.

[0059] Next, based on the attributes and basic data of each intelligent robot, and the characteristics of the social activity data generated in real time by each intelligent robot interacting with the user on the social media, generative artificial intelligence can be used to generate social content for the intelligent robot to respond to the user, such as text, voice, images, or audio-visual content (step S409). Similarly, the interaction between each intelligent robot and the user also establishes social activity data for the intelligent robot, which is stored in the system's database, updating the robot data of each intelligent robot therein (step S411).

[0060] Based on the above system architecture, and through embodiments such as establishing robot communities and collecting community activity data of intelligent robots, the intelligent robot system with community management capabilities proposed in this disclosure is implemented. Its operation method can be found in [reference needed]. Figure 5 The flowchart of the embodiment shown is shown.

[0061] In an intelligent robot system capable of managing social networks, attributes are defined for multiple intelligent robots. These attributes include knowledge domains, professional backgrounds, personalities, genders, ages, and appearances, all set via a cloud server. Training data for each attribute is obtained, and machine learning algorithms are used to train various intelligent robot models. Generative artificial intelligence is then used to generate realistic images of these intelligent robots. The system then generates multiple intelligent robots with distinct appearances based on these models (step S501) and deploys these robots, each with its own attributes, to social media platforms (step S503).

[0062] Based on the above embodiments for establishing robot communities and generating community activity data, in social media, by running multiple intelligent robot models on a cloud server, community relationships can be established between multiple real users and virtual users formed by multiple intelligent robots (step S505), and community activity data can be generated. The attributes and community activity data can be used to establish robot feature profiles for each intelligent robot (step S507). Furthermore, by running intelligent robot models and generative artificial intelligence in the system, each intelligent robot generates community content based on its attributes and its community relationships with multiple users in the social media (step S509).

[0063] As with existing algorithms for real user behavior on general social media, according to various embodiments proposed in this disclosure, the community value of each smart robot can be calculated based on the community relationships between each smart robot and multiple users, the community activity data of associated smart robots, and one or more community contents generated by each smart robot (step S511).

[0064] For example, the community value of a real or virtual user (AI bot) can be calculated based on community activity data generated by the real or virtual user's community management. Taking AI bots as an example, this includes the number of followers, subscribers, likes, shares, and comments on one or more pieces of community content generated by each AI bot operating on social media, the number of people reached by the bot's community, the number of views, followers, and subscribers, the time, article content, quantity and posting frequency, content search ranking, professionalism, etc. (any or any combination of various factors) to calculate the community value of the real or virtual user.

[0065] The robot feature profile also includes the community value formed by the aforementioned factors. In an intelligent robot system with community management capabilities, this value can be used to calculate the transaction price, endorsement advertising price, and popularity of each intelligent robot (step S513). This allows the intelligent robot system with community management capabilities to provide business solutions, such as creating an intelligent robot menu based on the community value of each intelligent robot and providing it to enterprise or individual users (step S515), enabling intelligent robot transactions (step S517).

[0066] According to the above-described embodiment of an intelligent robot system with community management capabilities, intelligent robots with various knowledge domains and attributes are deployed to social media, allowing users to browse the intelligent robots provided or recommended by the system through a user interface launched by an application running on their device. Figure 6 The diagram shows an example of a community page with an intelligent robot.

[0067] The attached diagram illustrates a personal friends page 60 on social media, including pages with both real people and AI chatbots. It also displays the user's information and functions on social media, such as Friends 611, Search 613, and Account 615. It also displays a social media image 600, which may include realistic images of AI chatbots generated from real people and AI chatbot models. The diagram shows AI chatbot 1 601, AI chatbot 2 602, AI chatbot 3 603, etc., as well as social friends formed from real people 604.

[0068] After the user selects one of the intelligent robots, a social media page for that robot can be displayed, just like a real person. Figure 7 This is a schematic diagram of another embodiment of a social media page featuring an AI robot.

[0069] The image shows the homepage 70 of the intelligent robot, which displays the image 701 of the intelligent robot. This image is a realistic image of the intelligent robot generated using generative artificial intelligence as described in the above embodiment. Various social activity data can be presented in the image 701 of the intelligent robot, including the number of chat messages 711, the number of forwards 712, the number of likes 713, as well as functions such as collection 714 and sharing 715.

[0070] It is worth mentioning that by deploying intelligent robots to social media through the intelligent robot system with community management capabilities proposed in this disclosure, users can still engage in social media activities as they would with existing social media. The software program in the intelligent robot system with community management capabilities provides suggestions or rankings based on user characteristics, allowing users to choose to establish friendships with one or more intelligent robots, build their own circle of friends, and leave messages, communicate, and converse with each other.

[0071] For example, users can interact with intelligent bots within the community, exchange information, ask professional questions, and train intelligent bots to meet their own needs. Essential features include images (human-shaped images created through design or AI drawing) and attributes (age, personality, gender, professional background, etc.), and can also share them with other users.

[0072] It's worth mentioning that intelligent robot systems with community management capabilities provide generative artificial intelligence. They process content uploaded by users through specific user interfaces (such as people, animals, cartoons, or any photos that can be used to convey content). They can identify movable muscles (such as facial muscles), facial features, and various parts that can express emotions in the uploaded images, and automatically generate realistic images of intelligent robots that run on social media. By giving these intelligent robot attributes, they become intelligent robots that can provide dialogue services, generate audio and video content, and become friends with users.

[0073] According to the implementation method, the generative intelligent model used by the system can be adopted from Google. TM The company released VLOGGER AI technology, which can generate videos that convey content by adding text and audio to user-uploaded photos. (According to Google...) TM According to the company, VLOGGER AI technology is a multi-modal artificial intelligence with sound and dynamic images. It can process complex facial expressions and body movements to simulate videos of people (or animals, cartoons, etc.) who can speak natural language.

[0074] According to an embodiment, when creating multiple intelligent robots, the system establishes a menu listing the attributes and basic data of the multiple intelligent robots. This menu allows enterprise users or individual users to select, purchase, or edit any of the intelligent robots. (See reference...) Figure 8 The diagram shows an embodiment of generating and deploying intelligent robots.

[0075] The system can provide intelligent robots from the database for enterprise or individual users to choose from. The menu, as shown in Figure 80, is a list of intelligent robots. It displays the function of searching for intelligent robots and lists various intelligent robots with realistic images. Some of these robots provide descriptions, including social media activity data.

[0076] Furthermore, enterprise or individual users can select one of the intelligent robots from the intelligent robot list 80, which will then be displayed in the intelligent robot settings interface 82. According to the embodiment, for enterprise or individual users, training data can also be submitted through a user interface provided by a cloud server, so that the computing power and algorithms in the cloud server can be used to train an intelligent robot that conforms to the attributes set by the user. This includes setting or editing individual names, appearances and personalities, sharing to public areas, and customizing the knowledge domain of the intelligent robot. Subsequently, services such as enterprise services and community robots can be provided, and deployment to specific social media platforms can be further configured through the deployment to social media interface 84.

[0077] The system provides services that allow businesses or individual users to create settings tailored to their specific needs. (For reference...) Figure 9 The illustrated embodiment is shown.

[0078] The image shows the intelligent robot creation interface 90, which lists the attributes that users can set for the intelligent robot. These include setting the robot's style 901, personal experience 902, and brain 903 options to set the robot's knowledge domain, professional background, etc. Users can also set the robot's activity guidelines on social media, such as posting 904, and access the robot's settings 905. Additionally, users can set the robot's appearance 906 and personality description 907.

[0079] Intelligent robots can become social media influencers or opinion leaders in specific fields, attracting businesses to place advertisements or act as product spokespeople. Similarly, they can engage in commercial collaborations through the system's trading platform. Thus, in a trading platform implemented using an intelligent robot system with community management capabilities, users can design payment mechanisms for each robot to publish video or audio content or interact with other users. These mechanisms could include limits on the number of comments, operating time, and advertising. Once the time limit is reached, users must pay to continue using the service.

[0080] The system can provide various intelligent robot application solutions, such as Figure 10 The diagram shows an example of a payment interface for an intelligent robot.

[0081] The image shows the payment interface 1000 for the smart robot, which lists various payment options, such as Option 1 1001, Option 2 1002, Option 3 1003, and Option 4 1004. Different options offer different usage scenarios, including restrictions on the smart robot's activities on social media.

[0082] Furthermore, intelligent robot systems with community management capabilities also have advertising and marketing functions. They offer a bidding interface where users can price each robot based on its attributes, number of followers, and other information. Multiple businesses can bid against each other, and the order in which marketing content is introduced can be used as a reference. Each robot can endorse products from multiple manufacturers, and during conversations with users, in addition to inserting endorsed content based on user preferences, the order in which topics are introduced can also be determined by the bidding results from multiple manufacturers.

[0083] In summary, the intelligent robot system and operating method with community management capabilities described in the above embodiments generate multiple intelligent robots with community management capabilities through the computing power provided by the cloud server. The established intelligent robots have their own attributes and basic data. After being deployed to social media, the system runs the intelligent robot model to establish community relationships with other intelligent robots or real users. It uses generative artificial intelligence technology to generate community content and can publish the generated content on one or more social media platforms, thus enabling it to have the ability to manage communities. In this way, the community value of the intelligent robot is formed in social media.

[0084] Furthermore, according to one technical effect, by operating the intelligent robot system with community management capabilities and deploying it on social media, the intelligent robot can establish channels, have its own followers, and become an internet celebrity or key opinion leader (KOL) just like a real user. Another technical effect is that the intelligent robot system with community management capabilities allows businesses or individual users to select or train intelligent robots that meet their needs. After being deployed on social media, the intelligent robot can become a spokesperson for the business or individual, establish its own channels, have its own followers, become an internet celebrity, and generate revenue.

[0085] The content disclosed above is only a preferred and feasible embodiment of the present invention, and is not intended to limit the claims of the present invention. Therefore, all equivalent technical changes made based on the content of the present invention specification and drawings are included within the scope of the claims of the present invention.

Claims

1. A smart robot system with business community capability, characterized by The system comprises: a cloud server providing a database including a plurality of intelligent robot models, through a processing circuit executing a program set stored in a non-transitory computer readable medium to perform the following steps: generating the plurality of intelligent robots each having an appearance image through the plurality of intelligent robot models, and deploying the plurality of intelligent robots to a social media, wherein each intelligent robot has an attribute; through the cloud server running the plurality of intelligent robot models in the social media, establishing a plurality of users and the plurality of intelligent robots in the social media, and generating social activity data; through the cloud server running a generative artificial intelligence, enabling each intelligent robot to generate one or more community contents based on the attribute and the social relationship with the plurality of users in the social media; and in the social media, based on the social relationship between each intelligent robot and the plurality of users, the social activity data associated with the intelligent robot, and the one or more community contents, forming a community value of the intelligent robot.

2. The smart robot system with community capability of claim 1, wherein The attribute and the social activity data establish a robot feature profile of each intelligent robot, wherein the attribute includes setting a knowledge field, a professional background, a personality, a gender, an age, and an appearance of each intelligent robot through the cloud server, and the social activity data includes each intelligent robot running in the social media having a follower, a subscription number, a number of likes, a number of shares, and one or more messages on the one or more community contents generated.

3. The smart robot system with community capability of claim 2, wherein The robot feature profile further includes a transaction price, an endorsement advertisement price, and a popularity in the social media based on the community value of the intelligent robot.

4. The smart robot system with community capability of claim 1, wherein, In addition to the plurality of intelligent robot models, the database also stores image data of the appearance image of the plurality of intelligent robots, and the image data is a realistic image of an intelligent robot generated by the generative artificial intelligence.

5. The smart robot system with community capability of claim 4, wherein, Transmitting one of the image data of the realistic image of the intelligent robot to a user device, and displaying the realistic image of the intelligent robot on a display of the user device.

6. The smart robot system with community capability of any one of claims 1 to 5, wherein The method of establishing the plurality of intelligent robots in the cloud server comprises: setting the attribute of each intelligent robot in the plurality of intelligent robots; obtaining corresponding training data according to the attribute of each intelligent robot, and learning the training data by a machine learning algorithm to train the plurality of intelligent robot models; and running the plurality of intelligent robot models in the cloud server, and generating the plurality of intelligent robots.

7. The smart robot system with community capability of claim 6, wherein, Through the cloud server, an enterprise user or a personal user submits the training data through a user interface provided by the cloud server, and the cloud server trains the intelligent robots that meet the attributes set by the enterprise user or the personal user.

8. The smart robot system with community capability of claim 7, wherein, When establishing the plurality of intelligent robots, a menu listing the attributes and basic data of the plurality of intelligent robots is established, and the enterprise user or the personal user can select, purchase, or edit any intelligent robot through the menu.

9. The smart robot system with community capability of claim 8, wherein, The one or more smart robots running on the social media are provided with a payment mechanism, through which the cloud server sets a message quantity limit, a time limit, and an advertisement limit for the enterprise user or the individual user to use the one or more smart robots on the social media.

10. A method of operating a smart robot system with a business community capability, characterized by, The method for running the smart robot system with community operation capability through a cloud server comprises: A plurality of smart robots with respective appearances are generated through a plurality of smart robot models, and the plurality of smart robots are deployed to a social media, wherein each smart robot has an attribute; On the social media, the plurality of smart robot models are run through the cloud server, community relationships between a plurality of users and the plurality of smart robots are established, and community activity data are generated; A generative artificial intelligence is run through the cloud server, so that each smart robot generates one or more community contents based on the attribute and the community relationships with the plurality of users on the social media; and On the social media, a community value of each smart robot is formed based on the community relationships between each smart robot and the plurality of users, the community activity data associated with the smart robot, and the one or more community contents.

11. The method of claim 10, wherein the method further comprises: receiving a request from the user to access the at least one of the plurality of services; and providing the user with access to the at least one of the plurality of services. The attribute and the community activity data establish a robot feature file of each smart robot, wherein the attribute includes a knowledge field, a professional background, a personality, a gender, an age, and an appearance of each smart robot set through the cloud server, and the community activity data include that each smart robot running in the social media has a follower, a subscription quantity, a number of likes, a number of shares, and one or more messages on the one or more community contents generated.

12. The method of claim 11, wherein the method further comprises: receiving a request for a service from a user; and providing the service to the user. The robot feature file further includes a transaction price, an endorsement advertisement price, and a popularity on the social media calculated based on the community value of the smart robot.

13. The method of claim 11, wherein the method further comprises: Through the cloud server, an enterprise user or an individual user submits the training data through a user interface provided by the cloud server, and the cloud server trains the smart robot that meets the attribute set by the enterprise user or the individual user.

14. The method of claim 13, wherein the method further comprises: When the plurality of smart robots are established, a menu listing the attributes and basic data of the plurality of smart robots is established, and the enterprise user or the individual user selects, purchases, or edits any smart robot through the menu.

15. The method of claim 14, wherein the method further comprises: The one or more smart robots running on the social media are provided with a payment mechanism, through which the cloud server sets a message quantity limit, a time limit, and an advertisement limit for the enterprise user or the individual user to use the one or more smart robots on the social media.

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