Developing campus digital twin using interactive visual analytics approach

被引:5
作者
Xinyue Ye
Suphanut Jamonnak
Shannon Van Zandt
Galen Newman
Patrick Suermann
机构
[1] Texas A&M University,Department of Landscape Architecture and Urban Planning & Center for Geospatial Sciences, Applications and Technology
[2] Texas A&M University,Department of Computer Science & Engineering
[3] Urban AI Lab,Section of Visual Computing and Interactive Media
[4] The Texas A&M Institute of Data Science,Department of Computer Science and Engineering
[5] Texas A&M University,Department of Construction Science
[6] Texas A&M University,undefined
[7] Texas A&M University,undefined
来源
Frontiers of Urban and Rural Planning | / 2卷 / 1期
关键词
Digital twins; Visual analytics; Smart campus; Decision-making in education;
D O I
10.1007/s44243-024-00033-2
中图分类号
学科分类号
摘要
Digital Twins (DTs) are increasingly recognized for their potential to improve efficiency and decision-making in various domains of the built environment. Despite their promise, challenges like cost, complexity, interoperability, and data integration remain. This paper introduces a novel interactive visual analytics system that tackles these issues, using a case study of simulating class distribution and campus building capacity at a large public university. The system leverages enrollment data, converting it into a spatial-temporal format for interactive exploration and analysis of class distribution and resource utilization. Through case studies, we demonstrate the system's effectiveness, adaptability, and real-world applicability, highlighting its role in practical DT implementation for built environments.
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