Exhibition hall interactive display method and system supporting artificial intelligence recognition

Abstract

The invention discloses an exhibition hall interactive display method and system supporting artificial intelligence recognition, and relates to the technical field of data processing. Comprising the steps that interaction information of visitors is obtained, a matched artificial intelligence interaction method is opened according to the type of the interaction information, the interaction information is matched with the corresponding visitors, and based on a matching result, an exhibition hall transmits content information of exhibits to the visitors according to the matched artificial intelligence interaction method. The content information is displayed in different artificial intelligence interaction methods in different forms, and the exhibition hall executes a corresponding judgment rule based on the interaction degree of the visitor and the content information. The exhibition hall provides different exhibit information transmission for the visitors in different interaction modes according to the types of the visitors, in addition, by obtaining the interaction information of the visitors, the exhibition hall can intelligently select the proper interaction mode, and the visitors can obtain richer and deeper exhibit information in the interaction process.

Description

Technical Field

[0001] The present invention relates to the field of data processing technology, and in particular to an exhibition hall interactive display method and system supporting artificial intelligence recognition. Background Art

[0002] Exhibition hall interaction has always been a key link in improving visitor experience and enhancing display effects. With the rapid development of artificial intelligence technology, applying it to interactive displays in exhibition halls can not only achieve a more intelligent and personalized interactive experience, but also effectively improve the efficiency and accuracy of the transmission of display information.

[0003] After searching, the Chinese invention patent with publication number "CN117473162A" discloses "an exhibition hall application method and system based on artificial intelligence". This application obtains the visitor's location information and data, and matches personalized explanations through a neural network model. It can provide personalized explanations to visitors in a targeted manner, and provide visitors with interaction and experience, thereby improving the visitor's visiting experience.

[0004] In addition, the Chinese invention patent with publication number "CN116383495A" discloses "a method and system for interactive smart exhibition hall based on user characteristics". The application obtains basic user information, including user MAC address information, user occupation information, user age information and user gender information; obtains a list of exhibits in the smart exhibition hall, and traverses the list of exhibits in the smart exhibition hall according to the user occupation information, the user age information and the user gender information to perform correlation analysis and generate a list of exhibits of interest; according to the user MAC address information, the list of exhibits of interest is displayed on the holographic projection interactive screen for active screening to obtain an active screening exhibit set; traverses the active screening exhibit set to obtain a first exhibit MAC address set and a first exhibit viewing time set for exhibition route planning, generate an exhibition route planning result, and send the exhibition route planning result to the user's Bluetooth device, thereby solving the technical problem in the prior art that the user's exhibition viewing process is not sufficiently integrated with the exhibition guide information and the user, is not user-friendly, and cannot meet the user's exhibition needs, resulting in a poor experience.

[0005] However, given that there are many people being received in the exhibition hall, and each person has different interests and needs, in actual applications, the above-mentioned disclosed patents and methods and similar methods, a single interactive method may still be difficult to meet the personalized needs of all users, resulting in visitors being unable to obtain richer and deeper exhibit information during the interactive process. Summary of the invention

[0006] The purpose of the present invention is to provide an exhibition hall interactive display method and system supporting artificial intelligence recognition to solve the problems raised in the above background technology.

[0007] In the first aspect, to achieve the above-mentioned purpose, the present invention proposes an interactive exhibition hall display method supporting artificial intelligence recognition, comprising: Obtain visitor interaction information; According to the type of interactive information, open up matching artificial intelligence interaction methods; Match interaction information with corresponding visitors; Based on the matching results, the exhibition hall delivers the content information of the exhibits to visitors according to the matching artificial intelligence interaction method. The content information is presented in different forms in different artificial intelligence interaction methods. Based on the degree of interaction between visitors and content information, the exhibition hall executes corresponding discrimination rules, which are used to change the properties of the artificial intelligence interaction method; Based on the degree of content information delivery, the exhibition hall provides visitors with feedback information that increases based on the degree of delivery. The feedback information is used to allow visitors to unlock the exhibition hall's value-added services.

[0008] As a further preferred embodiment of the present technical solution, the types of the interactive information are divided into first type information and second type information, and the artificial intelligence interaction method is divided into a first artificial intelligence interaction method and a second artificial intelligence interaction method, and the first artificial intelligence interaction method and the second artificial intelligence interaction method correspond to the first type information and the second type information, respectively; The first artificial intelligence interaction method comprises: Construct virtual exhibit images based on content information; Dividing the exhibit image into a plurality of associated integrated fragments according to the content information, each integrated fragment represents a part of the content information; Design corresponding serial levels according to the number of integrated fragments, and each serial level has different corresponding attributes; A visitor image is constructed based on the interaction information, the visitor manipulates the visitor image, and the interaction between the visitor image and the integrated fragments is promoted; After the visitor image interacts with the integrated fragments in the current serial level, the integrated fragments release a part of the content information and unlock the subsequent serial levels corresponding to the current level.

[0009] As a further preferred embodiment of the present technical solution, the content of the discrimination rules affecting the first artificial intelligence interaction method includes: Extract text information corresponding to the attribute content; According to the length of the text information, set a corresponding time limit for each series of levels, and the length of the time limit is positively correlated with the length of the text information; If the visitor fails to complete the interaction with the current series level within the set time limit, the current series level will be restarted; When the current series level is restarted, a logout window is generated next to the initial guest image location. The logout window is used to interact with the guest image and unlock subsequent series levels.

[0010] As a further preferred embodiment of the present technical solution, in the first artificial intelligence interaction method, the triggering mode of the feedback information includes: A reward matrix is ​​constructed based on the time limit and the number of levels in series. The reward matrix includes several reward units, and the number of feedback information given in each reward unit is different. Obtain the visitor's interaction time in the current serial level and the position of the current serial level in all serial levels respectively; According to the interaction time and the current serial level position, the corresponding reward unit is matched and triggered in the reward matrix.

[0011] As a further preferred embodiment of the present technical solution, the second artificial intelligence interaction method includes: Retrieve corresponding exhibit information on the Internet based on content information; The exhibit information is divided into several related subsets according to the attributes of the exhibition hall, and each subset corresponds to a specific exhibition room in the exhibition hall; When a visitor is at different locations in the exhibition hall, different subsets of information will be activated to issue access instructions to the visitor; Visitors obtain corresponding exhibit information and feedback information based on the number of access instructions received and their location.

[0012] As a further preferred embodiment of the present technical solution, the content of the discrimination rules affecting the second artificial intelligence interaction method includes: Get the interaction time between the visitor and the current subset information; Based on the interaction time, the interest connection level between the visitor and the subset information is constructed. The interest connection level is positively correlated with the interaction time. Open up interactions between visitors and subsequent subset information based on interest connection levels.

[0013] As a further preferred embodiment of the present technical solution, in the second artificial intelligence interaction method, the triggering mode of the feedback information includes: An integral matrix is ​​constructed according to the interaction time between the visitor and the subset information and the interest connection level. The integral matrix consists of several integral units, and the integral value assigned to each integral unit is different. Get the visitor's interaction time and interest level in the current display room respectively; According to the interaction time and interest connection level, the corresponding score values ​​are matched and accumulated in the score matrix.

[0014] As a further preferred embodiment of the present technical solution, the discrimination rules for switching between the first artificial intelligence interaction method and the second artificial intelligence interaction method include: Analyze the frequency of visitors interacting with exhibits in different ways within a unit time interval; Evaluate visitors’ attention to various interaction methods based on the frequency of interaction; Construct a percentage threshold of attention, with 50% as the judging standard; Based on the comparison between the attention level and the judgment threshold, a confirmation window for switching the interaction mode is pushed to the visitor.

[0015] In the second aspect, in order to improve the above-disclosed interactive exhibition method supporting artificial intelligence recognition, the present invention further proposes an interactive exhibition system supporting artificial intelligence recognition, which adopts the above-disclosed interactive exhibition method supporting artificial intelligence recognition, and includes: Visitor interaction information acquisition module, used to acquire visitor interaction information; An artificial intelligence interaction method selection module is used to select a matching artificial intelligence interaction method based on the visitor's interaction information type; Visitor matching module, used to match interaction information with visitors; The content information delivery module delivers the content information of the exhibits to visitors based on the matching results and the selected artificial intelligence interaction method; An interaction discrimination module is used to execute corresponding discrimination rules to change the properties of the artificial intelligence interaction method according to the degree of interaction between the visitor and the content information; The feedback information provision module is used to provide visitors with incremental feedback information based on the degree of content information delivery, unlocking the exhibition hall's value-added services.

[0016] As a further preferred embodiment of the present technical solution, the artificial intelligence interaction method selection module is composed of a first artificial intelligence interaction submodule and a second artificial intelligence interaction submodule: The first artificial intelligence interaction submodule is used to execute the process of constructing virtual exhibit images based on content information, designing cascade levels, and interacting with visitor images; The second artificial intelligence interaction submodule is used to retrieve exhibit information on the Internet, divide the information into subsets, and push information based on the visitor's interaction time and interest connection level.

[0017] Compared with the prior art, the present invention has the following beneficial effects: The exhibition hall interactive display method and system supporting artificial intelligence recognition allows the exhibition hall to provide visitors with different exhibit information transmission in different interactive modes according to the type of visitors. In addition, by obtaining the interactive information of the visitors, the exhibition hall can intelligently select the appropriate interactive mode, so that the visitors can obtain richer and deeper exhibit information during the interactive process. At the same time, in actual use, the present invention can adjust the properties of the interaction method in real time according to the degree of interaction of the visitors to ensure the information transmission effect. In addition, the incremental feedback information mechanism not only enhances the visitor's sense of participation, but also unlocks the exhibition hall's value-added services for the visitors, thereby improving the overall interactive experience. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] Figure 1 A diagram showing the steps of the method disclosed in the present invention; Figure 2 A supplementary illustration of step S004 of the present invention; Figure 3 It is a structural composition diagram of the reward matrix of the present invention; Figure 4 This is a module composition diagram of the system disclosed in the present invention. DETAILED DESCRIPTION

[0019] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0020] Before understanding the technical solution proposed by the present invention, it should be clear that the interactive medium between exhibits and visitors in the exhibition hall can include the following existing technologies.

[0021] Specifically, they include: The visual collector, which consists of several high-speed cameras, is installed outside the display cabinet facing the exhibitor. The high-speed camera can capture the visitor's interactive information including facial expressions, movements and sight direction.

[0022] The audio collector is arranged inside or around the outer wall of the display cabinet to receive interactive information from visitors, including voice commands or feedback sounds.

[0023] The sensor array is distributed around the display cabinet or in key locations to detect visitors' interactive information, including physical touch interaction behavior.

[0024] The display screen is arranged at the front face of the display cabinet and is used to display multimedia information related to the exhibits.

[0025] Ai terminal processor, installed on the display screen content, is used to process the collected interactive information and exhibit content information, as well as to build a wireless network.

[0026] It should be added that, through the above-mentioned interactive media, the existing technology can realize interaction with exhibits.

[0027] like Figure 1 It can be seen that the present invention proposes an interactive display method for an exhibition hall supporting artificial intelligence recognition, which specifically includes: steps S100 to S600.

[0028] It includes: Step S100: obtaining visitor's interaction information.

[0029] It should be clear that the acquisition of the interactive information in step S100 is achieved in the prior art through a visual collector, an audio collector and a sensor array in the prior art.

[0030] Step S200: Open a matching artificial intelligence interaction method based on the type of interaction information.

[0031] It should be clear that the type of interaction information in step S200 is divided into first type information and second type information, and the artificial intelligence interaction method is divided into a first artificial intelligence interaction method and a second artificial intelligence interaction method, and the first artificial intelligence interaction method and the second artificial intelligence interaction method correspond to the first type information and the second type information, respectively.

[0032] As a preferred implementation, the first artificial intelligence interaction method includes: steps S201 to S205.

[0033] Step S201: constructing a virtual exhibit image based on content information.

[0034] It should be clear that the construction of the virtual exhibit image in step S201 is achieved through deep learning algorithms and three-dimensional modeling technology in the prior art.

[0035] Specifically, deep learning algorithms can extract key features from the basic information obtained, such as visitors' facial features and movement trajectories, and then generate virtual exhibit images related to visitor interactions. Three-dimensional modeling technology is used to convert these two-dimensional image information into virtual exhibits with three-dimensionality and realism, providing visitors with a more immersive exhibition experience.

[0036] Step S202: Divide the exhibit image into a plurality of related integrated fragments according to the content information, each integrated fragment representing a part of the content information.

[0037] It should be clear that in the present application, step S202 can not only refine the display content of the exhibits, but also enhance the level of interaction between visitors and exhibits by dividing the virtual exhibit image into multiple related integrated fragments. It should be added that, in actual division, each integrated fragment can be divided according to the different focuses of the content information. For example, the exhibits may contain historical background, structural details and functional descriptions, so they can be divided into different integrated fragments, which not only makes the display of information more organized, but also allows visitors to selectively understand various aspects of the exhibits (i.e., different series levels) according to their own interests and needs, thereby enhancing the personalization and flexibility of the interactive display.

[0038] Step S203: design corresponding serial levels according to the number of integrated fragments, and each serial level corresponds to different attribute contents.

[0039] It should be clear that the design of the serial levels in step S203 of the present invention is constructed by the Unity3D engine in the prior art.

[0040] Specifically, in the actual construction process, programmers first create virtual scenes corresponding to the number of integrated fragments in the Unity3D engine. Each scene represents a serial level. It should be added that the scenes are interconnected through preset logical relationships to form a complete interactive process. In each scene, programmers will design corresponding interactive elements and display content based on the content information of the integrated fragments, such as text descriptions, animation demonstrations, and voice explanations, to ensure that visitors can fully and deeply understand the relevant information of the exhibits in the process of passing through the serial levels.

[0041] Step S204: constructing a visitor image according to the interaction information, the visitor controls the visitor image, and promotes the interaction between the visitor image and the integrated fragments.

[0042] It should be clear that step S204 is used in the present invention to enable visitors to participate more deeply in the interaction with the exhibits.

[0043] Specifically, the existing computer vision technology and the existing motion capture technology (captured by high-speed cameras) are used to construct visitor images. The visitor's own control movements are captured by (high-speed cameras), driving the visitor image to shuttle through different virtual scenes (series of levels), and to interact with each integrated fragment in various forms, such as approaching to trigger related explanations, sliding to view more details, thereby further exploring the rich information contained in the exhibits, giving visitors a highly immersive and interesting exhibition experience.

[0044] Step S205: After the visitor image interacts with the integrated fragments in the current serial level, the integrated fragments release a portion containing content information and unlock the subsequent serial levels corresponding to the current level.

[0045] It should be noted that in step S205, the release of a part of the integrated fragment containing the content information and the unlocking of the subsequent serial levels corresponding to the current level are based on the program logic pre-set by the programmer through the Unity3D engine to promote the subsequent process. Specifically, once an interactive action occurs between the visitor image and the integrated fragment, such as an approach operation, the preset program will immediately capture this behavior signal, and then prompt the integrated fragment to release a part of the content information it covers according to the set rules. At the same time, the visitor's completion status in the current serial level will be detected to determine whether the visitor has achieved all the interactive conditions of the current level.

[0046] It should be noted that the visitor interaction information in the prior art corresponding to the first type of information matched by the first artificial intelligence interaction method in the present invention is that the visitor stares at a certain part of the exhibit or makes a preset gesture. Specifically, when the high-speed camera obtains this type of interaction information, it will trigger the first artificial intelligence interaction method to provide visitors with a more in-depth exhibition experience.

[0047] The following additional explanation is required for the first artificial intelligence interaction method: In an actual application scenario, the process of the influence of the discrimination rule on the first artificial intelligence interaction method can be summarized as steps S001 to S004.

[0048] Step S001: extracting text information corresponding to attribute content.

[0049] It should be noted that, in step S001, the text information in the attribute content is extracted by firstly understanding the semantics of each exhibit in the exhibition hall and its related attributes, converting the unstructured text information into a structured data form, and then retrieving the matching text information corresponding to the attribute content through network interconnection based on the data form.

[0050] Step S002: According to the length of the text information content, a corresponding time limit is set for each series of levels, and the length of the time limit is positively correlated with the length of the text information content.

[0051] Step S003: If the visitor fails to complete the interaction with the current serial level within the set time limit, the current serial level will be restarted.

[0052] It should be clear that the linkage between step S002 and step S003 is used in the present invention to ensure that visitors have enough time to understand and complete the interactive content related to the exhibits, avoiding insufficient interaction due to insufficient time. At the same time, in actual use, the complexity of different exhibit information and the differences in visitors' understanding ability are also taken into account. By dynamically adjusting the time limit, the entire interactive process is made more humane, and the fluency and experience of viewing the exhibition are improved. It should be added that if the visitor fails to complete the interaction of the current series level within the time limit, the level will be automatically restarted to provide the visitor with an opportunity to try again, ensuring that each visitor can fully understand and experience the relevant information of the exhibits.

[0053] Step S004: When the current serial level is restarted, a logout window is generated next to the initial visitor image position. The logout window is used to interact with the visitor image and unlock the subsequent serial levels.

[0054] refer to Figure 2 It can be seen that it should be noted that the logout window generation logic in step S004 is a program logic pre-written by the programmer when using the Unity3D engine to build the serial levels. The program logic includes: the current serial level triggers a restart, and a logout window is automatically generated next to the initial visitor image position. The visitor interacts with the logout window, such as clicking or approaching, to unlock the subsequent serial levels and continue his exhibition journey. It should be added that the design of step S004 not only provides visitors with flexible choices, but also ensures that they can have a reasonable exit when facing challenges, thereby maintaining the overall exhibition fluency and user experience.

[0055] In addition, it is necessary to supplement the first artificial intelligence interaction method that, in actual application, the triggering method of feedback information in the first artificial intelligence interaction method includes: step S01-step S03.

[0056] Step S01: construct a reward matrix according to the time limit and the number of serial levels. The reward matrix includes a number of reward units, and the number of feedback information given in each reward unit is different.

[0057] It should be noted that, in step S01, the specific form of the reward matrix is ​​as follows: Figure 3 As shown, each reward unit corresponds to an unlocking key, and the unlocking key consists of a limited time and the number of serial levels.

[0058] Step S02: Obtain the visitor's interaction time in the current series level and the position of the current series level in all series levels.

[0059] It should be clear that step S02 is used in the present invention to obtain the unlocking key corresponding to the open reward unit.

[0060] Step S03: Match and trigger corresponding reward units in the reward matrix according to the interaction time and the current serial level position.

[0061] It should be clear that step S03 in the present invention is used to provide visitors with incremental feedback information, ensuring that visitors can continue to receive positive incentives and feedback during the exhibition viewing process.

[0062] Specifically, the longer the visitor's interaction time in all the serial levels is and the closer to the end of the entire interactive process, the more feedback information is contained in the triggered reward unit. In the present application, these feedback information are about deeper knowledge of the exhibits, hidden interactive elements or preferential information of the exhibition hall. The incremental growth of feedback data not only stimulates the visitor's desire to explore, but also provides a richer and more interesting exhibition experience for the visitor.

[0063] Finally, it should be added that for the serial level design presented by the first artificial intelligence interaction method, in the process of actual use, the serial levels can also be replaced by the display form of serial images.

[0064] Specifically, the virtual scene represented by each serial level is converted into a series of continuously played video clips through 3D rendering technology and virtual reality technology. Each video clip contains content information corresponding to the integrated fragment. While watching the video, visitors can unlock subsequent video clips through viewing progress and interactive actions until they have a complete understanding of the relevant information of the exhibits.

[0065] As a preferred implementation method, as a preferred implementation manner, the second artificial intelligence interaction method includes: steps S210 to S240.

[0066] Step S210: Retrieve corresponding exhibit information on the Internet according to the content information.

[0067] It should be clear that step S210 is used in the present invention to obtain information related to the exhibits so as to provide visitors with a more comprehensive and in-depth exhibition experience.

[0068] Specifically, the exhibit's Ai terminal processor extracts features from preset exhibit content information, such as the exhibit's name, type, and historical background, and then uses existing web crawler technology or search engine API to automatically retrieve exhibit information related to this content information on the Internet, including detailed introductions, pictures, videos, historical background, and cultural significance of the exhibits, in order to enrich the information dimension of the exhibits and provide visitors with richer exhibition content.

[0069] Step S220: The exhibit information is divided into a number of related subset information according to the attributes of the exhibition hall, and each subset information corresponds to a specific exhibition room in the exhibition hall.

[0070] It should be clear that in actual use of step S220, the Ai terminal processor of the exhibit will intelligently divide the retrieved exhibit information into multiple subsets according to the theme, style or exhibit type attributes of each exhibition room.

[0071] For example, if there is a room in the exhibition hall dedicated to displaying ancient weapons, then the exhibit information related to the room, such as the name of the weapon, historical background and manufacturing process, will be classified into the same subset information. Such division will not only help visitors to understand the exhibits more systematically, but also make the display content more in line with the theme of each room and enhance the overall exhibition experience. At the same time, each subset information will be associated with a specific display room in the exhibition hall to ensure that visitors can easily find information content that matches the current room when visiting.

[0072] Step S230: When a visitor is at different locations in the exhibition hall, different subset information will be activated to issue access instructions to the visitor.

[0073] It should be clear that when step S230 is actually running, the visitor's smart device, such as a mobile phone or an interactive terminal provided by the exhibition hall, will use location recognition technology, such as Bluetooth positioning, RFID or Wi-Fi positioning, to determine the visitor's specific location in the exhibition hall in real time. When the visitor steps into a certain exhibition room, the subset information associated with the exhibition room will be linked and automatically activated. At this time, the smart device will show the visitor the exhibit details contained in the subset information in various forms such as text, pictures, audio or video.

[0074] For example, in a room displaying ancient weapons, visitors’ smart devices may receive a video introducing the historical background of the weapons, or a series of high-definition pictures showing the manufacturing process of the weapons. In this way, visitors can obtain exhibit information closely related to the theme in different exhibition rooms.

[0075] It should be pointed out that the access instructions involved in step S230 are transmitted to the visitor's smart device via a wireless network. Therefore, in order to ensure the visitor experience, in actual use, it is necessary to set up clear signs outside the exhibition hall to guide visitors to connect to the wireless network inside the exhibition hall.

[0076] Step S240: The visitor obtains corresponding exhibit information and feedback information based on the number of access instructions received and the location of the visitor.

[0077] It should be noted that the acquisition of exhibit information and feedback information in step S240 is specifically achieved by data interaction between the visitor's smart device and the wireless network emitted by the Ai terminal processors on different exhibits in the exhibition hall.

[0078] Specifically, when visitors move in the exhibition hall, the smart device will continuously receive access instructions from the server. These instructions contain exhibit information and feedback information related to the visitor's current location. Visitors can judge how much content they have visited and how much content has not yet been explored based on the number of instructions received. At the same time, the smart device will also intelligently recommend relevant exhibit information and feedback information based on the visitor's location, allowing visitors to have a deeper understanding of the stories and cultural connotations behind the exhibits.

[0079] For example, when a visitor stops in front of an exhibit and inputs interactive information into the exhibit, the smart device obtains more detailed information related to the exhibit, or some interesting interactive content, thereby enhancing the visitor's exhibition experience and participation.

[0080] It should be added that since there are multiple rooms in the exhibition hall, and the wireless signal in each room is emitted by the Ai terminal processor in the exhibits in the room, when visitors actually visit the exhibition hall, different rooms need to switch to different wireless network channels.

[0081] It should also be added that, in actual application scenarios, the process of how the discrimination rule affects the second artificial intelligence interaction method can be summarized as steps S010 to S030.

[0082] Step S010: Obtain the interaction time between the visitor and the current subset information.

[0083] It should be clear that in step S010, the current subset information refers to a room in the exhibition hall, and specifically, the time the visitor spends in the current room is obtained, which is determined by the Ai terminal processor in the exhibit by recording the connection time between the visitor's smart device.

[0084] Step S020: Based on the interaction time, an interest connection level between the visitor and the subset information is constructed, and the interest connection level is positively correlated with the interaction time.

[0085] It should be clear that the interest connection level increases as the interaction time increases.

[0086] Step S030: Based on the interest connection level, the interaction between the visitor and the subsequent subset information is opened.

[0087] It should be noted that in step S030, the interaction between the visitor and the subsequent subset information is opened based on the interest connection level. Specifically, when the visitor's interest connection level in the current room reaches a critical threshold, the wireless network channel of the next room adjacent to the current room is automatically unlocked, allowing the visitor to seamlessly switch to the new wireless network channel through his smart device, thereby entering the next room for a visit.

[0088] It should be noted that the critical threshold value proposed in step S030 is a standard set by dividing the path length of the room by the moving speed of the child obtained online.

[0089] It should also be added that, in actual application, the triggering method of feedback information in the second artificial intelligence interaction method includes: step A-step C.

[0090] Step A: Construct an integral matrix based on the interaction time between the visitor and the subset information and the interest connection level. The integral matrix consists of a number of integral units, and the integral value assigned to each integral unit is different.

[0091] Step B: Obtain the visitor's interaction time and interest level in the current display room.

[0092] Step C: Match and accumulate corresponding score values ​​in the score matrix according to the interaction time and interest connection level.

[0093] It should be noted that the specific form of the integral matrix in step A is Figure 3 The form of the reward matrix displayed is the same, only the number of serial levels and interaction time are replaced. In addition, it should be added that the construction of the score matrix is ​​based on the depth and duration of the visitor's interaction with each exhibition room in the exhibition hall, so as to measure the visitor's interest in the exhibition content. Each score unit represents a different combination of interaction time and interest connection level, and the assigned score value reflects the importance and value of this combination. In step B, the system will record the visitor's interaction time in the current exhibition room in real time, and accurately capture the visitor's interest points based on the previously constructed interest connection level. Then, in step C, these detailed interaction data will be used to locate and accumulate the corresponding score values ​​in the score matrix.

[0094] As a preferred implementation, in an actual application scenario, the switching process between the first artificial intelligence interaction method and the second artificial intelligence interaction method according to the judgment rule can be summarized as steps 2001 to 2004.

[0095] Step S2001: analyzing the frequency of visitors interacting with exhibit information in different interactive modes within a unit time interval; Step S2002: Evaluate the visitor's attention to various interaction methods based on the interaction frequency; Step S2003: constructing a percentage threshold of attention, with 50% as the judging standard; Step S2004: Based on the comparison between the attention level and the evaluation threshold, a confirmation window for switching the interaction mode is pushed to the visitor.

[0096] It should be noted that in step S2001, during actual operation, the frequency of interaction is captured by the Ai terminal processor in the prior art with the help of a visual collector, an audio collector and a sensor array. In step S2002, the method for evaluating the degree of attention is to evaluate by recording the proportion of different interaction methods in a unit time, wherein the unit time can be recorded as 2 minutes during the actual operation of the present invention, that is, the Ai terminal processing records the number of times the visitor interacts with the exhibits through visual interaction, auditory interaction and tactile interaction in 2 minutes. In step S2003, the setting of the attention percentage threshold is intended to distinguish the main points of interest of the visitor. If the degree of attention of the interaction method exceeds 50%, it is determined to be the visitor's main interaction preference. In step S2004, the push of the confirmation window is intended to remind the visitor whether to switch to the interaction method that he is more concerned about in order to enhance the interactive experience. In addition, during actual operation, if the visitor does not respond to the confirmation window within the specified time, the current interaction method is maintained by default until the visitor actively initiates a switching request.

[0097] Step S300: Match the interaction information with the corresponding visitor.

[0098] It should be clear that the method for matching the interactive information and the corresponding visitor in step S300 is achieved through the existing methods of face recognition, RFID tag confirmation and smart device connection to the wireless network.

[0099] Step S400: Based on the matching results, the exhibition hall delivers the content information of the exhibits to the visitor according to the matching artificial intelligence interaction method. The content information is presented in different forms in different artificial intelligence interaction methods.

[0100] Step S500: Based on the degree of interaction between the visitor and the content information, the exhibition hall executes corresponding discrimination rules, which are used to change the properties of the artificial intelligence interaction method.

[0101] Step S600: According to the degree of delivery of the content information, the exhibition hall provides visitors with feedback information that increases based on the change in the degree of delivery. The feedback information is used to allow visitors to unlock the exhibition hall's value-added services.

[0102] In order to improve the above technical solution, the present invention also proposes an exhibition hall interactive display system that supports artificial intelligence recognition.

[0103] It should be clear that an exhibition hall interactive display system supporting artificial intelligence recognition uses the above-disclosed exhibition hall interactive display method supporting artificial intelligence recognition, reference Figure 4 It can be seen that an exhibition hall interactive display system supporting artificial intelligence recognition includes: Visitor interaction information acquisition module, used to acquire visitor interaction information; An artificial intelligence interaction method selection module is used to select a matching artificial intelligence interaction method based on the visitor's interaction information type; Visitor matching module, used to match interaction information with visitors; The content information delivery module delivers the content information of the exhibits to visitors based on the matching results and the selected artificial intelligence interaction method; An interaction discrimination module is used to execute corresponding discrimination rules to change the properties of the artificial intelligence interaction method according to the degree of interaction between the visitor and the content information; The feedback information provision module is used to provide visitors with incremental feedback information based on the degree of content information delivery, unlocking the exhibition hall's value-added services.

[0104] The artificial intelligence interaction method selection module is composed of a first artificial intelligence interaction submodule and a second artificial intelligence interaction submodule: The first artificial intelligence interaction submodule is used to execute the virtual exhibit image construction based on content information, the serial level design, and the interaction process with the visitor image; The second artificial intelligence interaction submodule is used to retrieve exhibit information on the Internet, divide the information into subsets, and push information based on the visitor's interaction time and interest connection level.

[0105] It should be pointed out that in the actual operation process, the visitor interaction information acquisition module is first responsible for capturing and collecting various types of interaction information of visitors. The interaction information is then passed to the artificial intelligence interaction method selection module. The artificial intelligence interaction method selection module intelligently selects the most suitable artificial intelligence interaction method based on the type of information. Subsequently, the visitor matching module matches the interaction information with specific visitors to ensure the accuracy and personalization of the information. After the matching is completed, the content information delivery module delivers the content information of the exhibits to the visitor based on the selected artificial intelligence interaction method. The content information may include various forms of display such as images, videos, audio, and interactive games.

[0106] At the same time, the interaction discrimination module continuously monitors the degree of interaction between visitors and content information, and flexibly executes discrimination rules based on visitors' feedback and behavior, and adjusts the properties of artificial intelligence interaction methods in a timely manner to better meet visitors' needs and expectations. In addition, the feedback information provision module provides visitors with incremental feedback information based on the degree of content information transmission. These feedback information not only helps visitors better understand and absorb exhibit information, but also unlocks the exhibition hall's value-added services, such as special exhibitions, interactive experiences, and souvenir redemption, thereby further enhancing visitors' visiting experience and satisfaction.

[0107] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is limited by the attached embodiments and their equivalents.

Claims

1. An interactive exhibition hall display method supporting artificial intelligence recognition, characterized in that: include: Obtain visitor interaction information; Open up matching AI interaction methods based on visitor type; Match interaction information with corresponding visitors; Based on the matching results, the exhibition hall delivers the content information of the exhibits to visitors according to the matching artificial intelligence interaction method. The content information is presented in different forms in different artificial intelligence interaction methods. Based on the degree of interaction between visitors and content information, the exhibition hall executes corresponding discrimination rules, which are used to change the properties of artificial intelligence interaction methods. The degree of interaction between visitors and content information is used to indicate the depth of visitors' cognition of exhibit information. According to the degree of content information transmission, the exhibition hall provides visitors with feedback information that increases based on the changes in the degree of transmission. The feedback information is used to allow visitors to unlock the exhibition hall's value-added services; the degree of content information transmission is used to quantitatively evaluate the efficiency of visitors' reception of exhibit information.

2. The method for interactive display in an exhibition hall supporting artificial intelligence recognition according to claim 1, characterized in that: The interaction information is divided into first type information and second type information based on the visitor's physiological type, the first type information is any one of the visitor's gaze at the exhibit or making a preset gesture, the second type information is the visitor's active position interaction behavior in the exhibition hall space, the artificial intelligence interaction method is divided into a first artificial intelligence interaction method and a second artificial intelligence interaction method, the first artificial intelligence interaction method and the second artificial intelligence interaction method correspond to the first type information and the second type information respectively; The first artificial intelligence interaction method comprises: Construct virtual exhibit images based on content information; Dividing the exhibit image into a plurality of associated integrated fragments according to content information, each integrated fragment represents a part of the content information; Design corresponding serial levels according to the number of integrated fragments, and each serial level has different corresponding attributes; Construct a visitor image, the visitor manipulates the visitor image based on the interaction information, and promotes the interaction between the visitor image and the integrated fragments; After the visitor image interacts with the integrated fragments in the current serial level, the integrated fragments release a part of the content information and unlock the subsequent serial levels corresponding to the current level.

3. The interactive exhibition hall display method supporting artificial intelligence recognition according to claim 2 is characterized in that: The content of the discrimination rules affecting the first artificial intelligence interaction method includes: Extract text information corresponding to the attribute content; According to the length of the text information, set a corresponding time limit for each series of levels, and the length of the time limit is positively correlated with the length of the text information; If the visitor fails to complete the interaction with the current series level within the set time limit, the current series level will be restarted; When the current series level is restarted, a logout window is generated next to the initial guest image location. The logout window is used to interact with the guest image and unlock subsequent series levels.

4. The method for interactive display in an exhibition hall supporting artificial intelligence recognition according to claim 3, characterized in that: In the first artificial intelligence interaction method, the triggering method of feedback information includes: A reward matrix is ​​constructed based on the time limit and the number of levels in series. The reward matrix includes several reward units, and the number of feedback information given in each reward unit is different. Obtain the visitor's interaction time in the current serial level and the position of the current serial level in all serial levels respectively; According to the interaction time and the current serial level position, the corresponding reward unit is matched and triggered in the reward matrix.

5. The method for interactive display in an exhibition hall supporting artificial intelligence recognition according to claim 2, characterized in that: The second artificial intelligence interaction method comprises: Retrieve corresponding exhibit information on the Internet based on content information; The exhibit information is divided into several related subsets according to the attributes of the exhibition hall, and each subset corresponds to a specific exhibition room in the exhibition hall; Based on the location where the interactive information appears in the exhibition hall, activating different subsets of information to issue access instructions to visitors; Visitors obtain corresponding exhibit information and feedback information based on the number of access instructions received and the location of the visitor.

6. The method for interactive display in an exhibition hall supporting artificial intelligence recognition according to claim 5, characterized in that: The content of the discrimination rules affecting the second artificial intelligence interaction method includes: Get the interaction time between the visitor and the current subset information; Based on the interaction time, the interest connection level between the visitor and the subset information is constructed. The interest connection level is positively correlated with the interaction time. Open up interactions between visitors and subsequent subset information based on interest connection levels.

7. The interactive exhibition hall display method supporting artificial intelligence recognition according to claim 5 is characterized in that: In the second artificial intelligence interaction method, the triggering method of feedback information includes: An integral matrix is ​​constructed according to the interaction time between the visitor and the subset information and the interest connection level. The integral matrix consists of several integral units, and the integral value assigned to each integral unit is different. Get the visitor's interaction time and interest level in the current display room respectively; According to the interaction time and interest connection level, the corresponding score values ​​are matched and accumulated in the score matrix.

8. The method for interactive display in an exhibition hall supporting artificial intelligence recognition according to claim 2, characterized in that: The discrimination rules for switching between the first artificial intelligence interaction method and the second artificial intelligence interaction method include: Analyze the frequency of visitors interacting with exhibits in different ways within a unit time interval; Evaluate visitors’ attention to various interaction methods based on the frequency of interaction; Construct a percentage threshold of attention, with 50% as the judging standard; Based on the comparison between the attention level and the judgment threshold, a confirmation window for switching the interaction mode is pushed to the visitor.

9. An exhibition hall interactive display system supporting artificial intelligence recognition, using an exhibition hall interactive display method supporting artificial intelligence recognition as described in any one of claims 1 to 8, characterized in that: include: Visitor interaction information acquisition module, used to acquire visitor interaction information; An artificial intelligence interaction method selection module is used to select a matching artificial intelligence interaction method based on the visitor's interaction information type; Visitor matching module, used to match interaction information with visitors; The content information delivery module delivers the content information of the exhibits to visitors based on the matching results and the selected artificial intelligence interaction method; An interaction discrimination module is used to execute corresponding discrimination rules to change the properties of the artificial intelligence interaction method according to the degree of interaction between the visitor and the content information; The feedback information provision module is used to provide visitors with incremental feedback information based on the degree of content information delivery, unlocking the exhibition hall's value-added services.

10. The exhibition hall interactive display system supporting artificial intelligence recognition according to claim 9, characterized in that: The artificial intelligence interaction method selection module is composed of a first artificial intelligence interaction submodule and a second artificial intelligence interaction submodule: The first artificial intelligence interaction submodule is used to execute the process of constructing virtual exhibit images based on content information, designing cascade levels, and interacting with visitor images; The second artificial intelligence interaction submodule is used to retrieve exhibit information on the Internet, divide the information into subsets, and push information based on the visitor's interaction time and interest connection level.

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