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基于用户体验满意度的虚拟村寨路径规划
引用本文:赵洪伟,吕健,潘伟杰. 基于用户体验满意度的虚拟村寨路径规划[J]. 包装工程, 2023, 44(20): 290-297
作者姓名:赵洪伟  吕健  潘伟杰
作者单位:贵州大学现代制造技术教育部重点实验室,贵阳 550025;贵州省大数据应用推广中心,贵阳 550002
基金项目:国家自然科学基金(52065010);贵州省科技计划黔科合基础-ZK[2021]一般341;黔科合基础-ZK[2022]一般140;黔科合支撑[2022]重点024;黔科合支撑[2023]一般125;黔科合支撑[2023]一般025
摘    要:目的 用户在复杂环境下的虚拟村寨中游览,为了兼顾用户游览体验满意度及用户行为偏好,提出了基于用户体验满意度的路径规划方法。方法 首先,还原真实村寨的虚拟场景,对虚拟村寨进行降维处理,获取栅格化地图;然后,提出一种改进A星算法,并以地标点、用户移动轨迹、用户喜爱度等为约束条件,构建多因素影响下的虚拟村寨路径规划模型;最后,通过设计实验采集用户行为偏好数据,并由所构建模型开展约束影响权重分析,并将约束条件作为开展寻路算法的影响因素。结果 实验结果表明,该方法所规划出的路径能够有效兼容地标点、用户移动轨迹、用户喜爱度等多种约束条件。结论 路径规划结果对提升用户在虚拟村寨场景中的体验满意度具有明显优越性,能为用户沉浸式游览体验设计提供新方法。

关 键 词:虚拟现实  沉浸式游览  虚拟村寨  路径规划  用户满意度
收稿时间:2023-05-15

Virtual Village Path Planning Based on User Experience Satisfaction
ZHAO Hong-wei,LYU Jian,PAN Wei-jie. Virtual Village Path Planning Based on User Experience Satisfaction[J]. Packaging Engineering, 2023, 44(20): 290-297
Authors:ZHAO Hong-wei  LYU Jian  PAN Wei-jie
Affiliation:Key Laboratory of Advanced Manufacturing Technology of the Ministry of Education, Guizhou University, Guiyang 550025, China; Guizhou Province Big Data Application Promotion Center, Guiyang 550002, China
Abstract:The work aims to propose a path planning method based on user experience satisfaction, in order to take into account user satisfaction and user behavior preferences when users visit virtual villages in a complex environment. Firstly, the virtual scene of the real village was restored, and the virtual village was subject to dimensionality reduction processing to obtain a rasterized map. Then, an improved A-star algorithm was proposed, and landmark points, user movement trajectories and user preference were used as constraints to build a virtual village path planning model under the influence of multiple factors. Finally, user behavior preference data were collected through design experiments, the constraint impact weight analysis was carried out by the constructed model, and the constraint conditions were used as the influencing factors of path finding algorithm. The experimental results showed that the path planned by this method could effectively accommodate multiple constraints such as landmarks, user movement trajectories, and user preference. The path planning results have obvious advantages in improving the user experience satisfaction in the virtual village scene, and can provide a new method for the user''s immersive tour experience design.
Keywords:virtual reality   immersive tour   virtual village   path planning   user satisfaction
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