Method and system for generating seat arrangement diagram from multiple perspectives

Abstract

The invention provides a method and system for generating a seat arrangement diagram in multiple view angles, and the method comprises the following steps: constructing a dynamic relation graph based on multi-dimensional data; the multi-dimensional data comprises interpersonal relationship data, physical space data and participant attributes; and generating a seat arrangement map by using the dynamic relation map. According to the technical scheme, automatic seat layout design and management are achieved.

Description

Technical Field

[0001] The present application relates to the field of intelligent space planning and human-computer interaction technology, and in particular to a method and system for generating a seating arrangement diagram from multiple perspectives. Background Art

[0002] The technical defects of the existing seating arrangement include: 1. Limitations of traditional rule engines: Existing systems rely on fixed priorities (such as job title) and are unable to handle complex interpersonal relationships (such as departmental collaboration frequency and historical conflict records).

[0003] 2. Two-dimensional layout: Ignoring three-dimensional spatial characteristics (such as line of sight obstruction and sound propagation effects), resulting in inefficient communication in some seats.

[0004] 3. Static solutions lack interactivity: Adjusting a single seat requires global recalculation, which is time-consuming and provides a poor user experience. Summary of the Invention

[0005] The present application provides a method and system for generating a seat arrangement diagram from multiple perspectives, so as to realize automatic seat layout design and management.

[0006] In a first aspect, a method for generating a seating plan from multiple perspectives is provided, comprising the following steps: Constructing a dynamic relationship map based on multi-dimensional data; the multi-dimensional data includes interpersonal relationship data, physical space data, and participant attributes; The dynamic relationship graph is used to generate a seating arrangement diagram.

[0007] In the above technical solution, a dynamic relationship map is constructed based on multi-dimensional data; a seat arrangement diagram is generated using the dynamic relationship map; and automated seat layout design and management is achieved.

[0008] In a specific implementation scheme, the method further includes optimizing the seating arrangement diagram using a three-dimensional space optimization algorithm.

[0009] In a specific implementation scheme, the method further includes: performing real-time interactive adjustment on the seating arrangement diagram.

[0010] In a specific implementation manner, the interpersonal relationship data includes: collaboration frequency, conflict records and language ability.

[0011] In a specific embodiment, the step of constructing the dynamic relationship map includes: A graph structure is used to represent the relationship between participants, where nodes are participants and edge weights are dynamically calculated based on collaboration frequency and conflict records.

[0012] In a specific implementation scheme, the edge weight is calculated as follows: ; Among them, Wij is the edge weight, α and β are weight coefficients.

[0013] In a specific embodiment, the step of optimizing the seating arrangement using a three-dimensional space optimization algorithm specifically includes: Based on the ray casting algorithm, the visual range of each seat is detected and the blocked areas are marked; Calculate the speech intelligibility index of each seat through acoustic simulation.

[0014] In a specific implementation scheme, the step of interactively adjusting the seating arrangement in real time specifically includes: When a user adjusts a seat, only the affected area is recalculated; If the adjustment leads to interpersonal conflict, alternatives will be automatically recommended and highlighted.

[0015] In a second aspect, a system for generating a seating plan from multiple perspectives is provided, comprising: A dynamic relationship graph module is used to construct a dynamic relationship graph based on multi-dimensional data; the multi-dimensional data includes interpersonal relationship data, physical space data, and participant attributes; The seat arrangement diagram module is used to generate a seat arrangement diagram using the dynamic relationship diagram.

[0016] In the above technical solution, a dynamic relationship map is constructed based on multi-dimensional data; a seat arrangement diagram is generated using the dynamic relationship map; and automated seat layout design and management is achieved.

[0017] In a specific embodiment, it also includes: An optimization module, configured to optimize the seating arrangement diagram using a three-dimensional space optimization algorithm; A real-time interactive adjustment module is used to perform real-time interactive adjustment on the seat arrangement diagram. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] Figure 1 A flowchart of a method for generating a seating plan from multiple perspectives according to an embodiment of the present application; Figure 2 This is a structural block diagram of the system for generating a seating plan from multiple perspectives provided in an embodiment of the present application. DETAILED DESCRIPTION

[0019] The present application will be further described in detail below through the accompanying drawings and examples, through which the features and advantages of the present application will become more clear and distinct.

[0020] The word "exemplary" is used exclusively herein to mean "serving as an example, example, or illustration." Any embodiment described herein as "exemplary" is not necessarily to be construed as preferred or advantageous over other embodiments. Although various aspects of the embodiments are shown in the drawings, the drawings are not necessarily drawn to scale unless otherwise indicated.

[0021] In addition, the technical features involved in different embodiments of the present application described below can be combined with each other as long as they do not conflict with each other.

[0022] To facilitate understanding of the multi-perspective method and system for generating a seating plan provided in an embodiment of the present application, its application scenario is first explained. The multi-perspective method and system for generating a seating plan provided in an embodiment of the present application are used to realize automated seat layout design and management. The technical defects of existing seat arrangements include: limitations of traditional rule engines: existing systems rely on fixed priorities (such as job levels) and are unable to handle complex interpersonal relationships (such as department collaboration frequency, historical conflict records). Two-dimensional plane layout: ignoring three-dimensional spatial characteristics (such as line of sight obstruction, sound propagation effect), resulting in low communication efficiency for some seats. Static solutions lack interactivity: adjusting a single seat requires recalculation of the global situation, which is time-consuming and provides a poor user experience. For this reason, an embodiment of the present application provides a multi-perspective method and system for generating a seating plan to realize automated seat layout design and management. The following is a detailed description of this with reference to specific drawings and examples.

[0023] refer to Figure 1 and Figure 2 , Figure 1 A flowchart of a method for generating a seating plan from multiple perspectives according to an embodiment of the present application; Figure 2 This is a structural block diagram of the system for generating a seating plan from multiple perspectives provided in an embodiment of the present application.

[0024] exist Figure 1 In the embodiment of the present application, a method for generating a seat plan from multiple perspectives is provided, comprising the following steps: Constructing a dynamic relationship map based on multi-dimensional data; the multi-dimensional data includes interpersonal relationship data, physical space data, and participant attributes; The dynamic relationship graph is used to generate a seating arrangement diagram.

[0025] In the above technical solution, a dynamic relationship map is constructed based on multi-dimensional data; a seat arrangement diagram is generated using the dynamic relationship map; and automated seat layout design and management is achieved.

[0026] In a specific implementation scheme, the method further includes optimizing the seating arrangement diagram using a three-dimensional space optimization algorithm.

[0027] In a specific implementation scheme, the method further includes: performing real-time interactive adjustment on the seating arrangement diagram.

[0028] In a specific implementation manner, the interpersonal relationship data includes: collaboration frequency, conflict records and language ability.

[0029] In a specific embodiment, the step of constructing the dynamic relationship map includes: Use graph structure to represent the relationship between participants, nodes are participants, and edge weights are dynamically calculated based on collaboration frequency and conflict records. In a specific implementation scheme, the edge weight is calculated as follows: ; Among them, Wij is the edge weight, α and β are weight coefficients.

[0030] In a specific embodiment, the step of optimizing the seating arrangement using a three-dimensional space optimization algorithm specifically includes: Based on the ray casting algorithm, the visual range of each seat is detected and the blocked areas are marked; Calculate the speech intelligibility index of each seat through acoustic simulation.

[0031] In a specific implementation scheme, the step of interactively adjusting the seating arrangement in real time specifically includes: When a user adjusts a seat, only the affected area is recalculated; If the adjustment leads to interpersonal conflict, alternatives will be automatically recommended and highlighted.

[0032] Specifically, refer to Figure 1 The method for generating a seat arrangement diagram from multiple perspectives comprises the following steps: 1. Multi-dimensional data fusion and modeling 1.1 Input data dimension: Interpersonal data, including: Frequency of collaboration (number of intra-departmental / inter-departmental meetings); conflict records (markers of historical controversial events); Language proficiency (distribution of multilingual attendees).

[0033] Physical space data, including: BIM model of the conference room (including columns, podium, entrance and exit locations); Acoustic environment parameters (reverberation time, background noise level).

[0034] Participant attributes, including: role (speaker, audience, translator); special needs (barrier-free access, visual aids).

[0035] 1.2 Dynamic relationship graph construction: A graph structure is used to represent the relationship between participants. The nodes are participants, and the edge weights are dynamically calculated based on the collaboration frequency and conflict records: ; Nodes (participants) connected by high-weight edges are given priority in arranging adjacent seats.

[0036] 2. Three-dimensional space optimization algorithm 2.1 Sight analysis: Based on the ray casting algorithm, the visual range of each seat is detected and the blocked areas (such as behind the pillars) are marked; Allocate unobstructed prime areas for speakers and translators.

[0037] 2.1 Sound field simulation: The speech intelligibility index (STI) of each seat is calculated through acoustic simulation to ensure that the STI of the rear seats is ≥ 0.6 (good intelligibility).

[0038] 3. Real-time interactive adjustment: Drag response: When a user adjusts a seat, the system only recalculates the affected area (seats within a 3-meter radius), with a response time of less than 0.5 seconds. Conflict resolution: If an adjustment leads to an interpersonal conflict (e.g., rival departments are adjacent to each other), alternatives are automatically recommended and highlighted.

[0039] Furthermore, in a specific implementation case: Scenario: Layout design of a 200-person banquet hall for an international summit, including 4 columns and 2 translation booths.

[0040] Effects include: Communication efficiency increased by 32% (compared to traditional solutions); The line of sight obstruction rate was reduced from 15% to 3%; User adjustment time is reduced from 5 minutes to 20 seconds.

[0041] In the above technical solution, the beneficial effects include: 1. Multi-dimensional data fusion: Integrate interpersonal relationships, spatial acoustics, and physical structure to generate scientific layouts; 2. Local real-time optimization: When dragging and adjusting, only the local area is recalculated to improve interaction efficiency; 3. Conflict warning mechanism: Automatically detects and prompts unreasonable arrangements, reducing manual review costs.

[0042] exist Figure 2 In an embodiment of the present application, a system for generating a seating plan from multiple perspectives is provided, comprising: A dynamic relationship graph module is used to construct a dynamic relationship graph based on multi-dimensional data; the multi-dimensional data includes interpersonal relationship data, physical space data, and participant attributes; The seat arrangement diagram module is used to generate a seat arrangement diagram using the dynamic relationship diagram.

[0043] In the above technical solution, a dynamic relationship map is constructed based on multi-dimensional data; a seat arrangement diagram is generated using the dynamic relationship map; and automated seat layout design and management is achieved.

[0044] In a specific embodiment, it also includes: The optimization module is used to optimize the seat arrangement diagram using a three-dimensional space optimization algorithm.

[0045] A real-time interactive adjustment module is used to perform real-time interactive adjustment on the seat arrangement diagram.

[0046] Those skilled in the art will appreciate that the present application may be implemented as a system, method, or computer program product.

[0047] Therefore, the present disclosure may be implemented in the following forms: entirely in hardware, entirely in software (including firmware, resident software, microcode, etc.), or in a combination of hardware and software, generally referred to herein as a "circuit," "module," or "system." Furthermore, in some embodiments, the present disclosure may be implemented in the form of a computer program product embodied in one or more computer-readable media, wherein the computer-readable media contains computer-readable program code.

[0048] Any combination of one or more computer-readable media can be used. A computer-readable medium can be a computer-readable signal medium or a computer-readable storage medium. A computer-readable storage medium can be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device, or component, or any combination thereof. More specific examples (a non-exhaustive list) of computer-readable storage media include: an electrical connection with one or more wires, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination thereof. In this document, a computer-readable storage medium can be any tangible medium containing or storing a program that can be used by or in conjunction with an instruction execution system, device, or device.

[0049] Although the embodiments of the present application have been shown and described above, it should be understood that the above embodiments are exemplary and should not be construed as limiting the present application. Persons skilled in the art may make changes, modifications, substitutions, and variations to the above embodiments within the scope of the present application. Various substitutions and improvements may be made to the present application on this basis, all of which fall within the scope of protection of the present application.

Claims

1. A method for generating a seating plan from multiple perspectives, characterized in that: The following steps are involved: Constructing a dynamic relationship map based on multi-dimensional data; the multi-dimensional data includes interpersonal relationship data, physical space data, and participant attributes; The dynamic relationship graph is used to generate a seating arrangement diagram.

2. The method for generating a seating plan from multiple perspectives according to claim 1, wherein: Also includes: The seating arrangement diagram is optimized using a three-dimensional space optimization algorithm.

3. The method for generating a seating plan from multiple perspectives according to claim 2, wherein: Also includes: The seating arrangement diagram is interactively adjusted in real time.

4. The method for generating a seating plan from multiple perspectives according to claim 3, wherein: The interpersonal relationship data includes: collaboration frequency, conflict record and language ability.

5. The method for generating a seating plan from multiple perspectives according to claim 4, wherein: The steps of constructing the dynamic relationship graph include: A graph structure is used to represent the relationship between participants, where nodes are participants and edge weights are dynamically calculated based on collaboration frequency and conflict records.

6. The method for generating a seating plan from multiple perspectives according to claim 5, wherein: The calculation formula of the edge weight is: ； Among them, Wij is the edge weight, α and β are weight coefficients.

7. The method for generating a seating plan from multiple perspectives according to claim 6, wherein: The step of optimizing the seating arrangement diagram using a three-dimensional space optimization algorithm specifically includes: Based on the ray casting algorithm, the visual range of each seat is detected and the blocked areas are marked; Calculate the speech intelligibility index of each seat through acoustic simulation.

8. The method for generating a seating plan from multiple perspectives according to claim 7, wherein: The step of interactively adjusting the seat arrangement diagram in real time specifically includes: When a user adjusts a seat, only the affected area is recalculated; If the adjustment leads to interpersonal conflict, alternatives will be automatically recommended and highlighted.

9. A system for generating a seating plan from multiple perspectives, characterized in that: include: Dynamic relationship graph module, used to build dynamic relationship graph based on multi-dimensional data; The multi-dimensional data includes interpersonal relationship data, physical space data and participant attributes; The seat arrangement diagram module is used to generate a seat arrangement diagram using the dynamic relationship diagram.

10. The system for generating a seating plan from multiple perspectives according to claim 9, characterized in that: Also includes: An optimization module, configured to optimize the seating arrangement diagram using a three-dimensional space optimization algorithm; A real-time interactive adjustment module is used to perform real-time interactive adjustment on the seat arrangement diagram.

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