景观偏好主题的确定方法、装置、存储介质及计算机设备

By acquiring images taken by tourists in target cities, and utilizing landscape element recognition models and iterative allocation techniques, the system automatically determines tourists' landscape preference themes, solving the problems of time-consuming, labor-intensive, and low-accuracy issues in existing technologies, and achieving more efficient and accurate determination of landscape preference themes.

CN121708457BActive Publication Date: 2026-07-17INST OF GEOGRAPHICAL SCI & NATURAL RESOURCE RES CAS

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
INST OF GEOGRAPHICAL SCI & NATURAL RESOURCE RES CAS
Filing Date
2025-10-29
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

In existing technologies, determining tourists' landscape preferences relies on questionnaire surveys, which are time-consuming, labor-intensive, and have low accuracy. They are also prone to data distortion due to human analysis and tourists' misunderstandings.

Method used

By acquiring tourist-taken images of each attraction in the target city, identifying landscape elements using a pre-defined landscape element recognition model, randomly assigning unnamed themes and iteratively assigning them, constructing a distribution matrix of attractions-core unnamed themes and a distribution matrix of core unnamed themes-landscape elements, determining representative landscape elements and theme names, and finally determining the tourists' preferred landscape themes.

Benefits of technology

It improves the accuracy and efficiency of determining tourists' landscape preference themes, can automatically adjust theme boundaries, avoid the rigidity of manual classification, and accurately calculate tourists' preference values ​​for each theme.

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Abstract

本发明公开了一种景观偏好主题的确定方法、装置、存储介质及计算机设备,包括:获取游客拍摄图像;在游客拍摄图像中识别景观元素;随机为景观元素分配一个未命名主题,基于景观元素的未命名主题分布信息,对景观元素进行未命名主题迭代分配,基于分配结果,确定每个景观元素对应的核心未命名主题;基于每个景观元素对应的核心未命名主题,确定景点‑核心未命名主题分布矩阵和核心未命名主题‑景观元素分布矩阵;基于核心未命名主题‑景观元素分布矩阵,确定每个未命名主题对应的代表景观元素,基于代表景观元素为对应的未命名主题确定主题名称;得到景点‑命名主题分布矩阵,基于景点‑命名主题分布矩阵,确定游客景观偏好主题。
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