Museum space construction method based on intelligent media fusion

Abstract

The invention discloses a museum space construction method based on intelligent media fusion, and relates to the technical field of museum space construction, and the method comprises the steps: obtaining the spatial layout data of a museum; obtaining a museum space optimization scheme based on the museum space data set; based on a museum space optimization scheme, designing an interactive experience area by using a digital display technology; performing virtual reality technology simulation based on the interactive area layout data of the museum space optimization scheme; based on the audience behavior data of the museum space optimization scheme, visiting thermodynamic diagrams of different space areas are evaluated; constructing a museum intelligent space display model based on an intelligent media fusion technology; and an intelligent interactive display system of the museum is designed and realized. According to the method, the museum space layout is optimized through an intelligent algorithm, the space efficiency and the visiting comfort degree are improved, the personalized display path is dynamically recommended through audience behavior data and a machine learning algorithm, and the immersion sense and the participation sense are enhanced.

Description

Technical Field

[0001] The present invention relates to the technical field of museum space construction, and specifically relates to a method for constructing a museum space based on the integration of intelligent media. Background Art

[0002] With the progress of technology, museums have gradually adopted digital and intelligent means to enhance the visiting experience of audiences. Traditional museum display methods rely on static displays, while the application of modern technology enables museums to provide more interactive and personalized visiting experiences for audiences. The optimization of museum space layout and display content not only helps to improve the display effect of exhibits, but also can improve the visiting flow of audiences and enhance the sense of participation and satisfaction of tourists. At present, intelligent technology has been widely applied in the museum field, especially in aspects such as space layout optimization, exhibit recommendation, and audience behavior analysis. By collecting audience behavior data, space layout data, and combining digital display technologies such as virtual reality, museums can, to a certain extent, achieve real-time dynamic adjustment of display content and enhance the visiting experience.

[0003] However, the existing museum space layout and exhibit recommendation systems often have the following problems: lack of a real-time feedback mechanism and inability to dynamically adjust display content according to audience interests and behavior data; the display path and layout lack intelligent optimization, resulting in an unsmooth visiting experience; the combination of virtual reality and actual exhibits is not tight enough to form an immersive visiting experience that combines virtual and real. Summary of the Invention

[0004] To solve the above technical problems, a method for constructing a museum space based on the integration of intelligent media is provided, and this technical solution solves the above problems.

[0005] To achieve the above object, the technical solution adopted by the present invention is as follows:

[0006] A method for constructing a museum space based on the integration of intelligent media, comprising:

[0007] Obtain the space layout data of the museum and combine it into a museum space data set;

[0008] Based on the museum space data set, use intelligent algorithms for space layout analysis and optimization to obtain a museum space optimization plan;

[0009] Based on the museum space optimization plan, use digital display technologies to design an interactive experience area;

[0010] Based on the interactive area layout data of the museum space optimization plan, conduct virtual reality technology simulation to construct a virtual museum visiting environment;

[0011] Based on the audience behavior data of the museum space optimization plan, evaluate the visit heat maps of different spatial areas and optimize the spatial layout;

[0012] Based on intelligent media fusion technology, construct an intelligent space display model for the museum;

[0013] Combine the museum's space optimization plan with the intelligent space display model to design and implement an intelligent interactive display system for the museum.

[0014] Preferably, perform virtual reality technology simulation on the interactive area layout data based on the museum space optimization plan, specifically including:

[0015] Set the interactive area in the virtual reality system to generate virtual display content;

[0016] According to the interactive area layout data of the museum space optimization plan, associate the virtual display content with the actual exhibits to construct a virtual visit path;

[0017] Based on the audience's behavior data, dynamically adjust the display content in the virtual reality simulation environment to enhance the interactive experience effect;

[0018] Integrate the display content in the virtual reality simulation environment with the real space layout of the museum to form a virtual-real combined visit experience.

[0019] Preferably, the display content in the virtual reality simulation environment specifically includes:

[0020] Construct a high-definition virtual display model of museum exhibits based on 3D modeling technology;

[0021] The multimedia interactive display module of exhibit information, including voice explanation, video display and text description;

[0022] Based on the audience's interest and behavior data, recommend exhibit information and tour guide content in real time to enhance the personalized experience.

[0023] Preferably, the dynamically adjusting the display content in the virtual reality simulation environment based on the audience's behavior data specifically includes:

[0024] Obtain the audience's visit behavior data through the real-time data transmission between the audience and the museum's interactive devices;

[0025] Based on the behavior data analysis, identify the exhibits and areas that the audience is interested in, and adjust the virtual reality display content to provide a customized display path;

[0026] Combine the audience's browsing duration and interaction frequency data to optimize the display content in the virtual reality environment and update the personalized recommendation in real time.

[0027] Preferably, the museum intelligent space display model includes:

[0028] An audience behavior prediction module based on artificial intelligence algorithms, which analyzes the visiting habits of the audience and provides accurate suggestions for adjusting the space layout;

[0029] A display content recommendation module based on data fusion technology, which analyzes the visiting popularity of different exhibits and areas through intelligent algorithms and optimizes the display route;

[0030] An intelligent navigation module based on space perception technology, which helps the audience quickly find the exhibits they are interested in within the museum and provides real-time guided tours.

[0031] Preferably, the personalized visiting experience of the intelligent space display system specifically includes:

[0032] Automatically recommend relevant exhibits and guided tour routes according to the interest tags and visiting history of the audience;

[0033] During the visit, real-time push exhibit information, interactive content and explanations through wearable devices and smartphones;

[0034] After the visit, generate a personalized visit report through the intelligent system to help the audience review the visit content and increase the sense of interaction and participation.

[0035] Preferably, the layout optimization function of the museum intelligent space display system specifically includes:

[0036] Based on the historical visit data of the museum, analyze the passenger flow distribution in different space areas and optimize the space layout;

[0037] In the space layout optimization plan, consider the behavior patterns and preferences of the audience, and dynamically adjust the positions of exhibits and areas through intelligent algorithms;

[0038] Combined with space utilization rate, passenger flow and exhibit themes, design a reasonable space division and layout to improve the overall space efficiency of the museum.

[0039] Preferably, the space layout optimization plan includes:

[0040] Based on the passenger flow data, calculate the visiting heat value of each exhibit area and adjust the layout plan to minimize the crowd density;

[0041] Among them, the heat value calculation formula is:

[0042]

[0043] In the formula, H ij is the heat value between the i-th exhibit area and the j-th audience area, and W kis the weight for the k-th time period, D ijk is the visit data of the audience in this area.

[0044] Preferably, the audience behavior data includes:

[0045] The path trajectory data of the audience, generated based on location tracking technology, and the interaction frequency data of the audience, including the touch screen operation and the virtual reality interaction frequency;

[0046] Based on the above data, calculate the residence time of the audience in each exhibit area. Among them, the residence time calculation formula is:

[0047]

[0048] In the formula, T i represents the total residence time of the i-th exhibit area, and T ij is the residence time of the j-th audience in the i-th exhibit area. j represents the audience number, and m represents the total number of audiences in the museum.

[0049] Preferably, the optimization algorithm of the intelligent interactive display system specifically includes:

[0050] Based on the audience interest and behavior data, use machine learning algorithms to optimize the display effects of museum exhibits and areas, and dynamically recommend relevant content;

[0051] Based on the heat value and residence time, adjust the presentation order and interaction methods of the display content to achieve personalized display effects.

[0052] Compared with the prior art, the beneficial effects of the present invention are as follows:

[0053] The present invention optimizes the museum space layout through intelligent algorithms, improves space efficiency and visit comfort, uses audience behavior data and machine learning algorithms to dynamically recommend personalized display paths, enhances immersion and participation, combines virtual reality technology to provide a virtual-real combined visit experience, improves interactivity, realizes intelligent navigation and real-time guided tour through space perception technology, increases visit convenience, generates personalized visit reports, improves interactivity, and uses intelligent media fusion technology to optimize display content in real time to ensure that each audience obtains a unique visit experience. Brief Description of the Drawings

[0054] Figure 1 is the step flow framework diagram of the present invention;

[0055] Figure 2 is the step flow framework diagram of constructing a virtual museum visit environment by performing virtual reality technology simulation on the interactive area layout data based on the museum space optimization plan in the present invention. Detailed Embodiments

[0056] The following description is used to disclose the present invention so that those skilled in the art can implement the present invention. The preferred embodiments in the following description are only examples, and those skilled in the art can think of other obvious variations.

[0057] Referring to Figure 1 As shown, a method for constructing a museum space based on intelligent media integration includes:

[0058] Obtain the spatial layout data of the museum and combine it into a museum space data set;

[0059] Based on the museum space data set, use intelligent algorithms for spatial layout analysis and optimization to obtain a museum space optimization plan;

[0060] Based on the museum space optimization plan, use digital display technology to design an interactive experience area;

[0061] Based on the interactive area layout data of the museum space optimization plan, conduct virtual reality technology simulation to construct a virtual museum visit environment;

[0062] Based on the audience behavior data of the museum space optimization plan, evaluate the visit heat map of different spatial areas and optimize the spatial layout;

[0063] Based on intelligent media integration technology, construct a museum intelligent space display model;

[0064] Combine the museum space optimization plan with the intelligent space display model to design and implement an intelligent interactive display system for the museum;

[0065] This method realizes the intelligent optimization of the museum space and the design of interactive experiences by integrating spatial layout data, intelligent algorithms, and digital display technology. Through the combination of virtual reality technology and the intelligent space display model, the layout and display content of the museum space can be dynamically optimized according to the needs and behaviors of the audience, creating a more immersive and personalized visit experience.

[0066] Referring to Figure 2 As shown, based on the interactive area layout data of the museum space optimization plan, conduct virtual reality technology simulation, which specifically includes:

[0067] Set the interactive area in the virtual reality system to generate virtual display content;

[0068] According to the interactive area layout data of the museum space optimization plan, associate the virtual display content with the actual exhibits to construct a virtual visit path;

[0069] Based on the behavior data of the audience, dynamically adjust the display content in the virtual reality simulation environment to enhance the interactive experience effect;

[0070] Integrate the display content in the virtual reality simulation environment with the real spatial layout of the museum to form a virtual-real combined visiting experience;

[0071] Simulate the interactive area through virtual reality technology and associate the actual exhibits with the virtual display content to construct a virtual visiting path. This virtual-real combined visiting experience enables the museum to provide a highly interactive and immersive virtual visiting environment for visitors, while enhancing the adaptability of the museum space.

[0072] The display content in the virtual reality simulation environment specifically includes:

[0073] Construct a high-definition virtual display model of museum exhibits based on 3D modeling technology;

[0074] The multimedia interactive display module of exhibit information, including voice explanation, video display and text description;

[0075] Based on the audience's interest and behavior data, recommend exhibit information and tour guide content in real time to enhance the personalized experience.

[0076] Based on the audience's behavior data, dynamically adjust the display content in the virtual reality simulation environment, specifically including:

[0077] Obtain the audience's visiting behavior data through real-time data transmission between the audience and the museum's interactive devices;

[0078] Based on behavioral data analysis, identify the exhibits and areas that the audience is interested in, and adjust the virtual reality display content to provide a customized display path;

[0079] Combine the audience's browsing duration and interaction frequency data to optimize the display content in the virtual reality environment and update the personalized recommendation in real time;

[0080] This method constructs a high-definition virtual display model through 3D modeling technology and combines multimedia interactive modules such as voice explanation and video display to achieve a more diversified and personalized display. Visitors can obtain personalized exhibit information and tour guide content according to their own interests and behaviors, enhancing the depth and interactivity of the visiting experience.

[0081] The intelligent space display model of the museum includes:

[0082] The audience behavior prediction module based on artificial intelligence algorithms analyzes the visiting habits of the audience and provides accurate suggestions for spatial layout adjustment;

[0083] The display content recommendation module based on data fusion technology analyzes the visiting popularity of different exhibits and areas through intelligent algorithms to optimize the display path;

[0084] An intelligent navigation module based on spatial perception technology helps visitors quickly find exhibits of interest in the museum and provides real-time guided tours.

[0085] The personalized visiting experience of the intelligent space display system specifically includes:

[0086] Automatically recommend relevant exhibits and guided tour routes based on visitors' interest tags and visiting history;

[0087] During the visit, push exhibit information, interactive content, and explanations in real-time through wearable devices and smartphones;

[0088] After the visit, generate a personalized visit report through the intelligent system to help visitors review the visit content and increase interaction and participation;

[0089] Utilize real-time transmitted visitor behavior data, such as path trajectories and interaction frequencies, and dynamically adjust the display content in the virtual reality environment by analyzing visitors' attention points. This personalized adjustment provides a customized display path for visitors, enabling the museum space to respond to visitors' needs in real-time and enhancing interactivity and immersion.

[0090] The layout optimization function of the museum intelligent space display system specifically includes:

[0091] Based on the museum's historical visit data, analyze the passenger flow distribution in different spatial areas and optimize the spatial layout;

[0092] In the spatial layout optimization plan, consider visitors' behavior patterns and preferences, and dynamically adjust the positions of exhibits and areas through intelligent algorithms;

[0093] Combine spatial utilization rate, visitor flow, and exhibit themes to design a reasonable spatial division and layout, and improve the overall spatial efficiency of the museum;

[0094] The museum intelligent space display model integrates visitor behavior prediction, display content recommendation, and spatial perception technology, providing a multi-level intelligent display system. This system can optimize the museum's spatial layout in real-time, improve spatial utilization rate, and at the same time guide visitors to quickly find exhibits of interest through intelligent navigation.

[0095] The spatial layout optimization plan includes:

[0096] Based on the passenger flow data, calculate the visit heat value of each exhibit area and adjust the layout plan to minimize the crowd density;

[0097] Among them, the heat value calculation formula is:

[0098]

[0099] In the formula, H ijis the heat value of the i-th exhibit area and the j-th audience area, W k is the weight of the k-th time period, D ijk is the visit data of the audience in this area;

[0100] This method uses location tracking technology and interaction data to calculate the residence time of the audience in each exhibit area. Based on these data, it further analyzes and optimizes the exhibit display. This precise residence time analysis provides important behavioral data support for the museum, contributing to the optimization of the space layout and the improvement of the exhibit display.

[0101] Audience behavior data includes:

[0102] The path trajectory data of the audience, generated based on location tracking technology, and the interaction frequency data of the audience, including the touch screen operation and virtual reality interaction frequency;

[0103] Based on the above data, calculate the residence time of the audience in each exhibit area. Among them, the residence time calculation formula is:

[0104]

[0105] In the formula, T i represents the total residence time of the i-th exhibit area, T ij is the residence time of the j-th audience in the i-th exhibit area. j represents the audience number, and m represents the total number of audiences in the museum.

[0106] The optimization algorithm of the intelligent interactive display system specifically includes:

[0107] Based on the audience interest and behavior data, use machine learning algorithms to optimize the display effect of museum exhibits and areas, and dynamically recommend relevant content;

[0108] Based on the heat value and residence time, adjust the presentation order and interaction method of the display content to achieve a personalized display effect;

[0109] Use machine learning algorithms to optimize the display effect of museum exhibits and areas in real time, and adjust the presentation order and interaction method of the display content based on the audience interest and behavior data. This intelligent display optimization provides a more personalized visit experience for the audience, effectively enhancing the interactivity and attractiveness of the display content.

[0110] In summary, the advantages of the present invention are:

[0111] By analyzing and optimizing the space layout of the museum through intelligent algorithms, it can accurately adjust the positions of exhibits and areas, optimize the space utilization rate and audience mobility, thereby enhancing the space efficiency and visit comfort of the museum;

[0112] Using the behavioral data of the audience, the system can identify the audience's interest points in real time and dynamically recommend relevant exhibits and content based on machine learning algorithms. The personalized display path and recommended content can greatly enhance the audience's sense of immersion and participation;

[0113] This invention combines virtual reality technology, combines the spatial layout of the museum with the layout data of the interactive areas, creates a virtual tour environment, and the audience can obtain a tour experience synchronized with the real space in the virtual environment, enhancing the interactivity between the virtual reality display content and the actual exhibits;

[0114] Based on spatial perception technology, the museum can provide intelligent navigation for the audience, help them quickly locate the exhibits they are interested in within the museum and provide real-time guided tour services, enhancing the convenience and experience of the visit;

[0115] The system can generate personalized visit reports according to the audience's interest tags and visit history, help the audience review the visit content, and increase the interactivity and participation of the museum;

[0116] Using intelligent media fusion technology, this invention can achieve a more flexible and interactive display method. The exhibit display and interactive content in the museum will be optimized in real time according to the audience's behavior and interests, enabling each audience to enjoy a unique visit experience.

[0117] The above shows and describes the basic principles, main features and advantages of this invention. Those skilled in the art of this industry should understand that this invention is not limited by the above embodiments. What is described in the above embodiments and the specification is only the principle of this invention. Without departing from the spirit and scope of this invention, this invention will have various changes and improvements, and these changes and improvements all fall within the scope of this invention claimed. The scope of protection claimed by this invention is defined by the appended claims and their equivalents.

Claims

1. A method for constructing a museum space based on the integration of intelligent media, characterized in that, Including: Obtain the spatial layout data of the museum and combine it into a museum space dataset; Based on the museum space dataset, use intelligent algorithms for spatial layout analysis and optimization to obtain a museum space optimization plan; Based on the museum space optimization plan, use digital display technology to design an interactive experience area; Based on the interactive area layout data of the museum space optimization plan, conduct virtual reality technology simulation to construct a virtual museum visiting environment; Based on the visitor behavior data of the museum space optimization plan, evaluate the visiting heat maps of different spatial areas and optimize the spatial layout; Based on intelligent media fusion technology, construct a museum intelligent space display model; Combine the museum's space optimization plan with the intelligent space display model to design and implement the museum's intelligent interactive display system.

2. The method for constructing a museum space based on intelligent media integration according to claim 1, wherein, The virtual reality technology simulation based on the interactive area layout data of the museum space optimization plan specifically includes: Set the interactive area in the virtual reality system to generate virtual display content; According to the interactive area layout data of the museum space optimization plan, associate the virtual display content with actual exhibits to construct a virtual visiting path; Based on the visitor behavior data, dynamically adjust the display content in the virtual reality simulation environment to enhance the interactive experience effect; Integrate the display content in the virtual reality simulation environment with the real space layout of the museum to form a virtual-real combined visiting experience.

3. A method for constructing a museum space based on intelligent media integration according to claim 2, wherein, The display content in the virtual reality simulation environment specifically includes: Construct a high-definition virtual display model of museum exhibits based on 3D modeling technology; The multimedia interactive display module for exhibit information, including voice explanations, video displays, and text descriptions; Based on the visitor interest and behavior data, real-time recommend exhibit information and tour guide content to enhance the personalized experience.

4. A method for constructing a museum space based on intelligent media integration according to claim 3, characterized in that The dynamically adjusting the display content in the virtual reality simulation environment based on the visitor behavior data specifically includes: Obtain the visitor's visiting behavior data through real-time data transmission between the visitor and the museum's interactive devices; Based on the behavior data analysis, identify the exhibits and areas that the visitor is interested in and adjust the virtual reality display content to provide a customized display path; Combine the visitor's browsing duration and interaction frequency data to optimize the display content in the virtual reality environment and update the personalized recommendations in real-time.

5. A method for constructing a museum space based on intelligent media integration according to claim 4, characterized in that, The museum intelligent space display model includes: A visitor behavior prediction module based on artificial intelligence algorithms, which analyzes the visitor's visiting habits and provides accurate suggestions for spatial layout adjustment; A display content recommendation module based on data fusion technology, which analyzes the visiting popularity of different exhibits and areas through intelligent algorithms to optimize the display path; An intelligent navigation module based on spatial perception technology, which helps visitors quickly find the exhibits they are interested in within the museum and provides real-time tour guides.

6. The method for constructing a museum space based on intelligent media integration according to claim 5, wherein, The personalized visiting experience of the intelligent space display system specifically includes: Automatically recommend relevant exhibits and tour routes according to the visitor's interest tags and visiting history; During the visit, real-time push exhibit information, interactive content, and explanations through wearable devices and smartphones; After the visit, generate a personalized visit report through the intelligent system to help visitors review the visit content and increase the interaction and sense of participation.

7. A method for constructing a museum space based on intelligent media integration according to claim 6, characterized in that, The layout optimization function of the museum intelligent space display system specifically includes: Analyzing the passenger flow distribution in different spatial areas based on the historical visit data of the museum to optimize the spatial layout; In the spatial layout optimization plan, considering the behavior patterns and preferences of the audience, dynamically adjusting the positions of exhibits and areas through intelligent algorithms; Combining the space utilization rate, passenger flow, and exhibit themes to design a reasonable space division and layout to improve the overall spatial efficiency of the museum.

8. A method for constructing a museum space based on intelligent media integration according to claim 7, characterized in that, The spatial layout optimization plan includes: Calculating the visit heat value of each exhibit area based on the passenger flow data and adjusting the layout plan to minimize the population density; Among them, the heat value calculation formula is: Where, H ij is the thermal value of the i-th exhibition area and the j-th audience area, W k is the weight of the k-th time period, D ijk is the visit data of the audience in this area.

9. The method for constructing a museum space based on intelligent media integration according to claim 8, wherein The audience behavior data includes: The path trajectory data of the audience, generated based on location tracking technology, and the interactive frequency data of the audience, including the touch screen operation and virtual reality interaction frequency; Based on the above data, calculating the stay time of the audience in each exhibit area. Among them, the stay time calculation formula is: Where, T i represents the total residence time of the i-th exhibit area, and T ij is the residence time of the j-th visitor in the i-th exhibit area, where j represents the visitor number and m represents the total number of visitors in the museum.

10. A method for constructing a museum space based on intelligent media integration according to claim 9, characterized in that, The optimization algorithm of the intelligent interactive display system specifically includes: Based on the audience interest and behavior data, using machine learning algorithms to optimize the display effects of museum exhibits and areas and dynamically recommend relevant content; Based on the heat value and stay time, adjusting the presentation order and interaction methods of the display content to achieve personalized display effects.

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