Yoonshin Kwak

ORCID: 0000-0002-3132-3780
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About
Contact & Profiles
Research Areas
  • Land Use and Ecosystem Services
  • Urban Transport and Accessibility
  • Urban Planning and Valuation
  • Soil and Land Suitability Analysis
  • Urban Green Space and Health
  • Flood Risk Assessment and Management
  • Urban Stormwater Management Solutions
  • Urban Heat Island Mitigation
  • Human Mobility and Location-Based Analysis
  • Traffic Prediction and Management Techniques
  • Digital and Cyber Forensics
  • Innovative Approaches in Technology and Social Development
  • Solar Radiation and Photovoltaics
  • Remote Sensing and Land Use
  • Smart Cities and Technologies
  • Data Visualization and Analytics
  • Impact of Light on Environment and Health
  • Crime Patterns and Interventions
  • Remote Sensing in Agriculture
  • Economic and Environmental Valuation
  • Transportation Planning and Optimization
  • Multi-Criteria Decision Making

Gachon University
2023-2024

Ajou University
2023

University of Illinois Urbana-Champaign
2020-2022

Impact Assessment
2021

We propose a participatory development process to address critiques of Planning Support Systems (PSS) that focus on their shortcomings the empowerment stakeholders and contextualization in implementation. The we are presenting involves from early stage goal-defining model building. evaluate an empirical application with coupled land-use economic impact assessment PSS for project township its added value two criteria: inclusiveness contextualization. Our findings show enabled improved...

10.1080/10630732.2022.2031431 article EN Journal of Urban Technology 2022-02-23

An ideal form of smart city planning would focus on the availability urban amenities that can meet basic needs a resident's material life, civil connections, and humanistic spirit. Previous studies have concentrated analyzing spatial distribution services, with less attention their contribution as local amenities. In this study, we propose dynamic modeling approach based using social media data from Google Place API to provide locational information potential resident interactions. We use...

10.1016/j.ancene.2023.100387 article EN cc-by Anthropocene 2023-05-27

Given that evolving urban systems require ever more sophisticated and creative solutions to deal with uncertainty, designing for resilience in contemporary landscape architecture represents a cross-disciplinary endeavor. While there is breadth of research on within the academy, findings this are seldom making their way into physical practice. There existent gaps between objective, scientific method scientists intuitive qualitative language designers practitioners. The purpose paper help...

10.3390/su13094666 article EN Sustainability 2021-04-22

Planning support systems (PSSs) should generally be designed to promote the participation of stakeholders in planning and design processes through delivery useful, localized information, an ability collect feedback, model test various ‘what-if’ scenarios. This paper focuses on such a PSS tool. The tool integrates Land-use Evolution Assessment Model (LEAM) with Regional Economic Input-Output (REIM) tightly coupled computational process made accessible web-based PSS. integrated allows for...

10.3390/land10010078 article EN cc-by Land 2021-01-16

Machine learning approaches have been introduced to support criminal investigations in recent years. In investigations, Criminal acts may be similar, and similar incidents occur consecutively by the same offender or group. Among various machine algorithms, network-based algorithms will suitable reflect such associations. general, however, inference is slow when size of data large, so it fatal crime scenes that require urgency. And worse, network must able handle complex information entangled...

10.1109/bigcomp57234.2023.00080 article EN 2023-02-01

Green infrastructure(GI) is considered a key strategy in establishing sustainable communities. However, research on GI from the perspective of urban system dynamics and resilience lacks depth, as does its integration with physical design. This addresses two primary causes. First, there gap methods between existing planning, which considers static variables, modeling research, dynamic variables. Second, information landscape design research. To address these issues, this study proposes an...

10.9715/kila.2023.51.5.030 article EN Journal of the Korean Institute of Landscape Architecture 2023-10-01
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