Peer-Reviewed Publications
International Journals
[15] Kang, J.-Y., Michels, A., Crooks, A., Aldstadt, J. & Wang, S., (2022) An integrated framework of sensitivity analysis and calibration for spatially explicit agent-based modeling, Transactions in GIS, 26(1), 100-128 DOI: 10.1111/tgis.12837 (SSCI)
[14] Michels, A., Kang, J.-Y., & Wang, S. (accepted), Particle Swarm Optimization for Calibration in Spatially Explicit Agent-Based Modeling, Journal of Artificial Societies and Social Simulation, (SSCI)
[13] Kang, J.-Y., Aldstadt, J., (2021) Using Multiple Scale Space-Time Patterns to Determine the Number of Replicates and Burn-In Periods in Spatially Explicit Agent-Based Modeling of Vector-Borne Disease Transmission, ISPRS International Journal of Geo-Information, 10(9), 604 DOI: 10.3390/ijgi10090604 (SCIE)
[12] Park, J., Kang, J.-Y., Goldberg, D. & Hammond, T., (2021) Spatiotemporal Dynamics in Accessibility: A Case Study of Electric Vehicle Charging Station in Seoul, South Korea, International Journal of Geographical Information Science, DOI: 10.1080/13658816.2021.1978450 (SSCI)
[11] Michels, A., Kang, J.-Y., & Wang, S., (2020), An exploration of the effect of buyer preference and market composition on the rent gradient using the ALMA framework, ACM SIGSPATIAL ‘20 Geospatial Simulation Workshop
[10] Kang, J.-Y., Michels, A., Lyu, F., Wang, S., Agbodo, N., Freeman, V., & Wang, S., (2020), Rapidly Measuring Spatial Accessibility of COVID-19 Healthcare Resources: A Case Study of Illinois, USA, International Journal of Health Geographics, 19 (36), DOI: https://doi.org/10.1186/s12942-020-00229-x
[9] Kang, J.-Y., Aldstadt, J., Vandewalle, R., Yin, D., & Wang, S., (2020), A cyberGIS approach to spatiotemporally explicit uncertainty and global sensitivity analysis for agent-based modeling of vector-borne disease transmission, The Annals of American Association of Geographers
DOI:https://doi.org/10.1080/24694452.2020.1723400
[8] Kang, J.-Y., Aldstadt, J., Michels, A., Vandewalle, R., & Wang, S., (2019), CyberGIS-Jupyter for Spatially Explicit Agent-Based Modeling: A Case Study on Influenza Transmission, ACM SIGSPATIAL ‘19 Geospatial Simulation Workshop
[7] Vandewalle, R., Kang, J.-Y., Yin, D., & Wang, S., (2019), Integrating CyberGIS-Jupyter and Spatial Agent-Based Modeling to Evaluate Emergency Evacuation Time, ACM SIGSPATIAL ‘19 Geospatial Simulation Workshop
[6] Kang, J.-Y. & Aldstadt, J. (2019). Examining time-dependent effects of water, sanitation, and hygiene (WASH) interventions using an agent-based model, Tropical Medicine and International Health 24 (8), 962-971, DOI:https://doi.org/10.1111/tmi.13280
[5] Kang, J.-Y. & Aldstadt, J. (2019). Using Multiple Scale Space-Time Patterns in Variance-Based Global Sensitivity Analysis for Spatially Explicit Agent-Based Models, Computers, Environment and Urban Systems, 75, 170-183, DOI:https://doi.org/10.1016/j.compenvurbsys.2019.02.006
[4] Kang, J.-Y. & Aldstadt, J. (2019). Using Multiple Scale Spatiotemporal Patterns for Validating Spatially Explicit Agent-Based Models, International Journal of Geographical Information Science, 33 (1), 193-213, DOI: https://doi.org/10.1080/13658816.2018.1535121
[3] Kang, J.-Y. & Aldstadt, J. (2017). The Influence of Spatial Configuration of Residential Area and Vector Population on Dengue Incidence Patterns in an Individual-Level Transmission Model, International Journal of Environmental Research and Public Health, 14 (7), 792, DOI: https://doi.org/10.3390/ijerph14070792
[2] Kang, J. -Y. & Choi, J., & Bittner, T. (2015). An Ontology-Based Geospatial Database for Identifying Geographical Change, In Onsurd, H. and Kuhn W. (Eds.) Advancing Geographic Information Science: The Past and Next Twenty Years, 293-299
[1] Cho, S., Kang, J.-Y., Knapen, L., Bellemans, T., Janssens, D., Wets, G., & Hwang, C. (2013). An Activity-Based Carpooling Microsimulation Using Ontology, Procedia Computer Science, 19, 48-55
국내 논문지
[6] 박진우, 최문기, 강전영, 2021, 코로나-19 팬데믹 시대의 사회적 거리두기 단계에 따른 대규모 스포츠 경기장 좌석 배치의 공간적 최적화, 대한지리학회지, 56(1), 53-66
[5] 황태건, 박진우, 강전영, 황철수, 2020, 고양시 자전거 스테이션의 최적 입지 방안 연구, 대한지리학회 학술대회 논문집, 2020. 11. 82-83
[4] 박진우, 강전영, Goldberg, D, 2020, 공간적 접근성 측정의 정확도 향상을 위한 시간적 역동성 (Temporal Dynamics)의 중요성: 서울 강남 3구 전기차 충전소를 사례로, 대한지리학회 학술대회논문집, 2020. 11. 89-90
[3] 강전영, Aldstadt, J., Vandewalle, R., Yin, D., Wang, S, 2020, 에이전트 기반 모형의 시공간 불확실성-민감도 분석을 위한 CyberGIS의 활용, 대한지리학회 학술대회논문집
[2] 강전영, 황철수, 2013, 연안정보의 지오-온톨로지 적용에 관한 연구, 대한지리학회지, 48(1), 112-127
[1] 원석환, 김은경, 강전영, 황철수, 2011, 문화재 분포 예측을 위한 GIS 활용방안 연구, 대한지리학회 학술대회논문집
Conference Presentations
International Conference
[15] Kang, J.-Y. & Aldstadt, J. (2019). Using multiple scale space-time patterns in sensitivity analysis for spatially explicit agent-based models, the Association of American Geographers Annual meeting, Apr. 3-7, 2019, Washington DC, USA.
[14] Aldstadt, J. & Kang, J.-Y. (2019). The social and spatial networks of homicide, the Association of American Geographers Annual meeting, Apr. 3-7, 2019, Washington DC, USA.
[13] Kang, J.-Y. & Aldstadt, J. (2018). Pattern-oriented validation method of spatially explicit agent-based models, the Association of American Geographers Annual meeting, Apr. 10-14, 2018, New Orleans, LA, USA.
[15] Aldstadt, J. & Kang, J.-Y. (2018). Examining dynamic associations in water, sanitation, and hygiene (WASH) interventions using agent-based models, the Association of American Geographers Annual meeting, Apr. 10-14, 2018, New Orleans, LA, USA.
[12] Kang, J.-Y., Zhu, C. & Bittner, T. (2017). Discovering qualitative trajectory relations from unstructured data, 2017 UCGIS Symposium, May 23-25, 2017, Arlington, VA, USA.
[11] Kang, J.-Y. & Aldstadt, J. (2017). Using local spatial pattern and population-level outcomes to calibrate agent-based models of dengue virus transmission, Agent-Based Modeling (ABM) 17: A Symposium that Advances the Science of ABM, Apr. 20-22, 2017, San Diego, CA, USA.
[10] Aldstadt, J. & Kang, J.-Y (2017). Using spatial statistics for validation of agent-based models, the Association of American Geographers Annual meeting, Apr. 5-9, 2017, Boston, MA, USA.
[9] Kang, J.-Y. & Bittner, T. (2017). Qualitative trajectory relations, the Association of American Geographers Annual meeting, Apr. 5-9, 2017, Boston, MA, USA.
[8] Kang, J.-Y. & Aldstadt, J. (2016). Social connections and context in dengue transmission, the American Society of Tropical Medicine and Hygiene 65th Annual Meeting, Nov. 13-17, 2017, Atlanta, GA, USA.
[7] Kang, J.-Y. & Bittner, T. (2016). A network-based referent tracking for infectious disease using GPS sensor data, Ontological Approach to Sensor Data Analysis -NCGIA, NCOR conference, May. 19-20, Buffalo, NY, USA.
[6] Kang, J.-Y. & Aldstadt, J. (2016). Patterns of Diversity in Dengue Virus Infections, the Association of American Geographers Annual meeting, Mar. 29-Apr. 2, 2016, San Francisco, CA, USA.
[5] Ye, X., Kang, J.-Y., & Wang, S. (2016). Developing an Infrastructure Suitability Index (ISI) to Evaluate the Performance of a Freeway System, the Association of American Geographers Annual meeting, Mar. 29-Apr. 2, 2016, San Francisco, CA, USA.
[4] Kang, J. -Y., Choi, J., & Bittner, T. (2015). An ontology-based geospatial database for identifying geographical change, NCGIA Conference (Vespucci Week 2), Advancing Geographic Information Science: The Past and Next Twenty Years, Jun.29-Jul.3, 2015, Bar Harbor, ME, USA.
[3] Kang, J. -Y., Yang, Y., Choi, J. & Bittner, T. (2015). An ontology for capturing geographical change, the Association of American Geographers Annual meeting, Apr. 21-25, 2015, Chicago, IL, USA.
[2] Aldstadt, J. & Kang, J.-Y. (2015). Accessing the importance of local heterogeneity in dengue virus transmission models, the Association of American Geographers Annual Meeting, Apr.21-25, Chicago, IL, USA
[1] Kang, J.-Y. & Hwang, C. (2012). A study on the geo-ontological database of costal information, the Association of American Geographers Annual meeting, Feb. 24-28, 2012, Manhattan, NY, USA
국내 학술 발표
[6] 강전영, 제리드 알드스타드, 레베카 반드월리, 단동 잉, 샤오웬 왕 (2020), 에이전트 기반 모형의 시공간 불확실성-민감도 분석을 위한 CyberGIS의 활용, 2020년 대한지리학회 연례 학술대회, 2020년 11월 13일
[5] 박진우, 강전영, 골드버그 다니엘 (2020), 공간적 접근성 측정의 정확도 향상을 위한 시간적 역동성 (Temporal Dynamics)의 중요성: 서울 강남 3구 전기차 충전소를 사례로, 2020년 대한지리학회 연례 학술대회, 2020년 11월 13일
[4] 황태건, 박진우, 강전영, 황철수 (2020), 고양시 자전거 스테이션의 최적 입지 방안 연구, 2020년 대한지리학회 연례 학술대회, 2020년 11월 13일
[3] 강전영, 김민지, 박가인비 (2020), 코로나 시대의 온라인 플랫폼을 활용한 지리학 강의: 미국 대학을 사례로, 한국지형학회 2020년 하계학술대회, 2020년 9월 18일
[2] 강전영 (2008), 지리가중회귀분석 (GWR)을 활용한 낙뢰발생가능성지 분석, 2008년 대한지리학회 학부생 포스터 발표대회
[1] 강전영 (2007). 대학생들의 여가활동 패턴 분석, 2007년 대한지리학회 학부생 포스터 발표대회