Relief of spatiotemporal accessibility overloading with optimal resource placement

Chien Wei Chang, Hao Yi Chih, Dean Chou, Yu Chen Shu, Kun Ta Chuang

研究成果: Conference contribution

摘要

With the effects of global warming, some epidemic diseases via mosquito (e.g. mosquito-borne diseases) become more serious, such as dengue fever and zika virus. It is reported that the epidemic disease may cause many challenges to the hospital management due to the unexpected burst with uncertain reasons. Furthermore, the imperfect cares during the propagation of epidemic diseases, such as dengue fever (so far the appropriate treatment is not well established), may lead to the increasing mortality rate which should be avoided. In this paper, a novel paradigm for optimizing the placement of medical resource is proposed in pursuit of reducing the overloading cases in hospitals during the epidemic outbreak in the urban area. In this paper we explore the first paper to explore two important issues, including the strategy to evaluate the service quality and the solution to dynamically dispatch the medical resource, along with the spatial variation of epidemic outbreak. As validated in our experimental results in real data of dengue outbreak happening in Tainan (2015), we present the feasibility of our framework to deploy a dynamic placement strategy for medical resource assignment.

原文English
主出版物標題Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016
編輯Francesco Bonchi, Xindong Wu, Ricardo Baeza-Yates, Josep Domingo-Ferrer, Zhi-Hua Zhou
發行者Institute of Electrical and Electronics Engineers Inc.
頁面61-70
頁數10
ISBN(電子)9781509054725
DOIs
出版狀態Published - 2017 1月 31
事件16th IEEE International Conference on Data Mining, ICDM 2016 - Barcelona, Catalonia, Spain
持續時間: 2016 12月 122016 12月 15

出版系列

名字Proceedings - IEEE International Conference on Data Mining, ICDM
ISSN(列印)1550-4786

Other

Other16th IEEE International Conference on Data Mining, ICDM 2016
國家/地區Spain
城市Barcelona, Catalonia
期間16-12-1216-12-15

All Science Journal Classification (ASJC) codes

  • 工程 (全部)

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