Combining machine-learning and social data to generate personalized recommendations
US-2019332946-A1 · Oct 31, 2019 · US
US12586331B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-12586331-B2 |
| Application number | US-202318381640-A |
| Country | US |
| Kind code | B2 |
| Filing date | Oct 19, 2023 |
| Priority date | Sep 2, 2022 |
| Publication date | Mar 24, 2026 |
| Grant date | Mar 24, 2026 |
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A system and method for changing an overall style of a public area based on a virtual scene are provided. The system includes: an information storage module configured to store user profile information, user interaction and operation information, and interior style information on a computer host or a cloud server; a scene rendering module configured to obtain data in the information storage module and present panorama information of a public area to a user through a real-time rendering system; a style interaction module configured to change overall style information attached to a structure to implement ideas of different users for the public area in real time; and a control module configured to change and record style information in a virtual scene and provide roaming experience in the public area.
Opening claim text (preview).
What is claimed is: 1 . A system for changing an overall style of a public area based on a virtual scene, comprising: an information storage module configured to store user profile information, user interaction and operation information, and interior style information on a computer host or a cloud server; a scene rendering module configured to obtain data in the information storage module and present panorama information of a public area to a user through a real-time rendering system; a style interaction module configured to change overall style information attached to a structure to implement ideas of different users for the public area in real time; and a control module configured to change and record style information in a virtual scene and provide a roaming experience in the public area, wherein the information storage module comprises: a user profile basic information module configured to acquire and store basic information of the user, comprising user number, age, gender, occupation, and income information; record a related operation of the user; and acquire and record a preferred style selected by the user in the operation; a spatial component information module configured to acquire and store immutable structural information in the public area, comprising three-dimensional material property, function, and semantic information of a floor, a wall, a stair, and a roof; and a style information storage module configured to store a change made by the user to style information of the public area together with the basic information of the user for a design optimization by a designer. 2 . The system for changing the overall style of the public area based on the virtual scene according to claim 1 , wherein the scene rendering module comprises a display rendering module corresponding to a computer side and a virtual reality (VR) rendering module corresponding to a VR glasses side. 3 . The system for changing the overall style of the public area based on the virtual scene according to claim 1 , wherein the style interaction module comprises: a user interface (UI) interaction module, comprising a UI and a mouse or a VR handle, and configured to change overall style information of the public area; and a style library module configured to store various styles available to replace existing style information of the public area. 4 . The system for changing the overall style of the public area based on the virtual scene according to claim 1 , wherein the control module comprises a keyboard and mouse control module corresponding to a computer side and a VR handle control module corresponding to a VR glasses side. 5 . A method for changing an overall style of a public area based on a virtual scene, comprising: information storage: storing user profile information, user interaction and operation information, and interior style information on a computer host or a cloud server; scene rendering: obtaining stored information data and presenting panorama information of a public area to a user through a real-time rendering system; style interaction: changing overall style information attached to a structure to implement ideas of different users for the public area in real time; and controlling: changing and recording style information in a virtual scene and providing a roaming experience in the public area, wherein the information storage comprises: user profile information storage: acquiring and storing basic information of the user, comprising user number, age, gender, occupation, and income information; recording a related operation of the user; and acquiring and recording a preferred style selected by the user in the operation; spatial component information storage: acquiring and storing immutable structural information in the public area, comprising three-dimensional material property, function, and semantic information of a floor, a wall, a stair, and a roof; and style information storage: storing a change made by the user to style information of the public area together with the basic information of the user for a design optimization by a designer. 6 . The method for changing the overall style of the public area based on the virtual scene according to claim 5 , wherein the scene rendering comprises: performing display rendering on a computer side and VR rendering on a VR glasses side. 7 . The method for changing the overall style of the public area based on the virtual scene according to claim 5 , wherein the style interaction comprises: changing overall style information of the public area through a UI and a mouse or a VR handle; and storing various overall style information of the public area in a style library available to replace existing style information of the public area. 8 . The method for changing the overall style of the public area based on the virtual scene according to claim 5 , wherein the step of controlling comprises: performing controlling through a keyboard and a mouse on a computer side, performing controlling through a VR handle on a VR glasses side, and providing the roaming experience in the public area.
Style variation · CPC title
involving graphical user interfaces [GUIs] · CPC title
Architectural design, interior design · CPC title
Navigation within 3D models or images · CPC title
Vehicle, aircraft or watercraft design · CPC title
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