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Creators/Authors contains: "Jamonnak, Suphanut"

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Developing campus digital twin using interactive visual analytics approach

https://doi.org/10.1007/s44243-024-00033-2

Ye, Xinyue ; Jamonnak, Suphanut ; Van Zandt, Shannon ; Newman, Galen ; Suermann, Patrick ( April 2024 , Frontiers of Urban and Rural Planning)

Abstract
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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Classifying crime places by neighborhood visual appearance and police geonarratives: a machine learning approach

https://doi.org/10.1007/s42001-021-00107-x

Amiruzzaman, Md ; Curtis, Andrew ; Zhao, Ye ; Jamonnak, Suphanut ; Ye, Xinyue ( March 2021 , Journal of Computational Social Science)
null (Ed.)
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GeoVisuals: a visual analytics approach to leverage the potential of spatial videos and associated geonarratives

https://doi.org/10.1080/13658816.2020.1737700

Jamonnak, Suphanut ; Zhao, Ye ; Curtis, Andrew ; Al-Dohuki, Shamal ; Ye, Xinyue ; Kamw, Farah ; Yang, Jing ( March 2020 , International Journal of Geographical Information Science)

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CLEVis: A Semantic Driven Visual Analytics System for Community Level Events

https://doi.org/10.1109/MCG.2020.2973939

Ma, Chao ; Zhao, Ye ; Curtis, Andrew ; Kamw, Farah ; Al-Dohuki, Shamal ; Yang, Jing ; Jamonnak, Suphanut ; Ali, Ismael ( February 2020 , IEEE Computer Graphics and Applications)

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An Open Source TrajAnalytics Software for Modeling, Transformation and Visualization of Urban Trajectory Data

https://doi.org/10.1109/ITSC.2019.8917058

AL-Dohuki, Shamal ; Kamw, Farah ; Zhao, Ye ; Ye, Xinyue ; Yang, Jing ; Jamonnak, Suphanut ( October 2019 , IEEE Intelligent Transportation Systems Conference)

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