International Conference Papers


Song, K. -W., Kim, D. -H., Shin, S. -J., and Moon, I. -C., 2014. Identifying the Evolution of Disasters and Responses with Network-Text Analysis, IEEE International Conference on SMC, San Diego, USA, Oct. 5-8, 2014

 

Abstract : 

 Disasters and responses have evolved over-time, and the evolution has been affected by various factors, such as societal change, climate change, and technological advance. To better prepare the future disasters, we need to estimate the evolution trend of the past disasters and the responses. This paper analyzes the academic articles of the field with network-text analyses. The analyses captured the word level and the topic level evolution over-time with statistical significance tests. Further, we turn the text mining results into the network analysis data toidentify the key words and topics in the evolution paths. The proposed method suggests the swift of interests, i.e. the new ways of organizational interoperation, the evolution of logistic issues, in the disaster and response field.

 

@INPROCEEDINGS{6973985, 

author={K. Song and D. H. Kim and S. J. Shin and I. C. Moon}, 

booktitle={2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)}, 

title={Identifying the evolution of disasters and responses with network-text analysis}, 

year={2014}, 

pages={664-671}, 

keywords={data mining;emergency management;natural language processing;statistical testing;text analysis;climate change;disaster evolution;evolution paths;network analysis data;network-text analysis;response field;societal change;statistical significance tests;technological advance;text mining;topic level evolution;word level;Analytical models;Communities;Context;Earthquakes;Market research;Meteorology;Seismic measurements;Disaster;Disaster Responses;Horizon Scanning;Text-Mining;Topic Analysis}, 

doi={10.1109/SMC.2014.6973985}, 

ISSN={1062-922X}, 

month={Oct},}

 

Source Website : 

 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6973985&newsearch=true&queryText=Song,%20K.%20-W.,%20Kim,%20D.%20-H.,%20Shin,%20S.%20-J.,%20and%20Moon,%20I.%20-C.,%202014.%20Identifying%20the%20Evolution%20of%20Disasters%20and%20Responses%20with%20Network-Text%20Analysis,%20IEEE%20International%20Conference%20on%20SMC,%20San%20Diego,%20USA,%20Oct.%205-8,%202014

No. Subject
37 T. Lee et al., "Characterizing emergency responses in localities with different social infrastructures using EMSSim," 2016 Winter Simulation Conference (WSC), Washington, DC, USA, 2016, pp. 1926-1937. file
36 Chi-Jung Jung and Il-Chul Moon. Intelligent Behavior Modeling on Information Delivery of Time-Sensitive Targets, 2016 International Simulation Muti-Conference, AsiaSim / SCS AutumnSim, Beijing, China. file
35 Doyun Kim, Do-hyeong Kim, and Il-Chul Moon. Inverse Modeling of Combat Behavior with Virtual-Constructive Simulation Training, 2016 International Simulation Muti-Conference, AsiaSim / SCS AutumnSim, Beijing, China. file
34 ​K.W. Song and S.H. Kim and J.H. Tak and H.L. Choi and I.C. Moon, 2016, Data-Driven Ballistic Coefficient Learning for Future State Prediction of High-Speed Vehicles, 19th International Conference on Information Fusion (FUSION), Heidelberg, Germany file
33 Lee, W.S., Lee, Y.M., Kim, H.Y., and Moon, I.-C., 2016. Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping. In International Joint Conference on Artificial Intelligence (IJCAI 2016). New file
32 Yun, W.-S., S.-G. Ko, I.-C. Moon, and T.-E. Lee. 2015. “Effectiveness of Command and Control Time in Combat Outcome.” In Asia Simulation Conference. Jeju Island, Korea. file
31 Shin, S.-J., J.Y. Oh, S.R. Park, M.K. Kim, and I.-C. Moon. 2015. “Hierarchical Prescription Pattern Analysis with Symptom Labels.” In Workshop on Biological Data Mining and Its Applications in Healthcare, International Conference on Data Mining. file
30 Park, S.R., W.S. Lee, and I.-C. Moon. 2015. “Supervised Dynamic Topic Models for Associative Topic Extraction with A Numerical Time Series.” In Workshop on Topic Models: Post-Processing and Applications, ACM Conference on Information and file
29 I.C. Moon et al. 2015. EMSSIM: EMERGENCY MEDICAL SERVICE SIMULATOR WITH GEOGRAPHIC AND MEDICAL DETAILS. In Winter Simulation Conference. Huntington Beach, CA. file
28 A.R. Kang, D.Y. Kim, J.S. Lee, J.W. Bae, and I.C. Moon. 2015. COMPARATIVE STUDY OF COMMAND AND CONTROL STRUCTURE BETWEEN ROK AND US FIELD ARTILLERY BATTALION. In Winter Simulation Conference. Huntington Beach, CA. file
» Song, K. -W., Kim, D. -H., Shin, S. -J., and Moon, I. -C., 2014. Identifying the Evolution of Disasters and Responses with Network-Text Analysis, IEEE International Conference on SMC, San Diego, USA, Oct. 5-8, 2014 file
26 Park, S.R., Choi, D.S., Jung, D., Kim, M. and Moon, I. -C., 2014. Disease-Medicine Topic Models for Prescription Record Mining, IEEE International Conference on SMC, San Diego, USA, Oct. 5-8, 2014 file
25 Lee, W.S., Yi, G., Jung, D., Kim, M. and Moon, I. -C., 2014. Network Analysis Approach to Study Hospitals’ Prescription Patterns focused on the Impact of New Healthcare Policy, IEEE International Conference on SMC, San Diego, USA, Oct. 5-8, 2014 file
24 Lee, W.S., Park, S.R. and Moon, I.-C., 2014. Modeling Multiple Fields of Collective Emotions with Brownian Agent-Based Model. In AAMAS. Paris, France. file
23 Lee, S.H., Bae, J.W., Lee, J.S., Hong, J.H. and Moon, I.-C., 2014. Simulation Experiment of Routing Strategy for Evacuees and Disaster Responders. In Spring Simulation Multiconference. Tampa, FL., Apr. 13-16, 2014 file
22 Yun, W.-S., Moon, I.-C. and Lee, T.-E., 2013. Entity Level Combat Modeling with Functions of Unit Level Combat. In Interservice/Industry Training, Simulation, and Education Conference (I/ITSEC) 2013. Orlando, FL. file
21 Moon, I.-C. and Hong, J.H., 2013. Theoretic Interplay Between Abstraction, Resolution, and Fidelity in Model Information. In Proceedings of the 2013 Winter Simulation Conference. Washington D. C.: IEEE, pp. 1283–1291. file
20 Lee, S.H., Shin, J.S., Lee, G.H. and Moon, I.-C., 2013. Impact of Relocation to City Commerce: Micro-Level Estimation with Agent-Based Model. In 2013 Spring Simulation Multiconference. San Diego, CA, USA, pp. 77–84. file
19 Bae, J.W., Lee, G. and Moon, I.-C., 2012. Formal Specification Supporting Incremental and Flexible Agent-Based Modeling. In 2012 Winter Simulation Conference. Berlin, Germany. file
18 Lee, G., Oh, N. and Moon, I.-C., 2012. Modeling and simulating network-centric operations of organizations for crisis management. In 2012 Spring Simulation Multiconference. Orlando, FL, pp. 114–122. file