基本信息
郭旦怀  男  硕导  中国科学院计算机网络信息中心
电子邮件: guodanhuai@cnic.cn
通信地址: 中关村南四街四号
邮政编码:

研究领域

时空大数据分析、人工智能、深度学习、地理信息科学

招生信息

要求:较好的数理基础、英语能力强、有一定的写作能力。

招生专业
081203-计算机应用技术
招生方向
人工智能,商业大数据挖掘,时空数据分析与可视化

教育背景

2014-09--2014-12   北卡罗莱那大学 夏洛特   高级访问学者
2012-04--2014-05   中国科学院地理科学与资源研究所(合众思状)   博士后
2006-09--2009-07   中国科学院遥感应用研究所   博士
2002-09--2005-07   武汉大学   硕士
1992-09--1996-07   成都理工学院   学士
学历
-- 研究生毕业
学位
-- 博士

工作经历

   
社会兼职
2019-08-01-今,ACM SIGSPATIAL China, 秘书长
2019-01-01-今,中国自动化学会 混合智能专委会, 委员
2018-11-01-今,中国仿真学会人工社会专委会, 委员
2017-11-01-今,中国图形图像学会 可视化与可视分析专委会, 委员

教授课程

时空数据分析与可视化

专利与奖励

   
奖励信息
(1) EM-GIS best paper, 一等奖, 其他, 2019
(2) China VIS&VAST Challenge, 二等奖, 专项, 2018
(3) China VIS&VAST Challenge, 三等奖, 其他, 2015
(4) ACM GIS cup, 一等奖, 其他, 2014
(5) ACM GIS Cup, 二等奖, 其他, 2014
专利成果
( 1 ) 一种基于空间场景草图描述的交互式空间场景检索方法, 发明, 2017, 第 1 作者, 专利号: CN201310682924.X
( 2 ) 一种基于访问热度的时空数据服务调度方法, 发明, 2018, 第 1 作者, 专利号: CN104580447A
( 3 ) 交通流量数据的显示方法、装置、存储介质及电子装置, 发明, 2019, 第 1 作者, 专利号: CN108281012A

出版信息

《基于空间场景相似性的地理空间分析》 科学出版社 中国 2016
发表论文
[1] Danhuai Guo. SPATIAL SCENE SIMILARITY ASSESSMENT BASED ON DEEP LEARNING. ACM SIGSPATIAL 2021 EM-GIS. 2021, 
[2] 张舒, 郭旦怀, 周纯葆, 李薰春, 靳薇. 空间位置的关联分析及其向量化表示方法. 计算机系统应用[J]. 2020, 29(9): 32-39, http://lib.cqvip.com/Qikan/Article/Detail?id=7102897003.

[3] Dhewantara, Pandji Wibawa, Zhang, Wenyi, Al Mamun, Abdullah, Yin, WenWu, Ding, Fan, Guo, Danhuai, Hu, Wenbiao, Magalhaes, Ricardo J Soares. Spatial distribution of leptospirosis incidence in the Upper Yangtze and Pearl River Basin, China: Tools to support intervention and elimination. SCIENCE OF THE TOTAL ENVIRONMENT[J]. 2020, 725: http://dx.doi.org/10.1016/j.scitotenv.2020.138251.

[4] Zhu, Shunzhi, Wang, Dahan, Liu, Lijuan, Wang, Yan, Guo, Danhuai. Inferring region significance by using multi-source spatial data. NEURAL COMPUTING & APPLICATIONS[J]. 2020, 32(11): 6523-6531, https://www.webofscience.com/wos/woscc/full-record/WOS:000536371900011.

[5] Dhewantara, Pandji W, Mamun, Abdullah A, Zhang, Wenyi, Guo, Danhuai, Hu, Wenbiao, Yin, Wenwu, Ding, Fan, Magalhaes, Ricardo J. GEOGRAPHICAL DISTRIBUTION OF HUMAN LEPTOSPIROSIS INCIDENCE IN THE UPPER YANGTZE AND PEARL RIVER BASIN, CHINA: TOOLS TO SUPPORT SURVEILLANCE AND FOCUSED INTERVENTION. AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENEnull. 2019, 101: 336-337, https://www.webofscience.com/wos/woscc/full-record/WOS:000507364503450.

[6] Ke Guo, Pan Yang, Dan Huai Guo, Yi Liu. Gas Leakage Monitoring with Mobile Wireless Sensor Networks. PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE OF INFORMATION AND COMMUNICATION TECHNOLOGY ICICT-2019null. 2019, 154: 430-438, http://dx.doi.org/10.1016/j.procs.2019.06.061.

[7] Dong, Jian, Chen, Bin, Zhang, Pengfei, Ai, Chuan, Zhang, Fang, Guo, Danhuai, Qiu, Xiaogang. Evolution Model of Spatial Interaction Network in Online Social Networking Services. ENTROPY[J]. 2019, 21(4): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514923/.

[8] 王德强, 郭旦怀, 张舒, 曹荣强, 王彦棡. 食源性疾病事件智能探测与预警平台. 计算机系统应用[J]. 2019, 28(9): 102-109, http://lib.cqvip.com/Qikan/Article/Detail?id=7100112801.

[9] Dong, Jian, Chen, Bin, He, Lingnan, Ai, Chuan, Zhang, Fang, Guo, Danhuai, Qiu, Xiaogang. A Spatio-Temporal Flow Model of Urban Dockless Shared Bikes Based on Points of Interest Clustering. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION[J]. 2019, 8(8): https://doaj.org/article/baec7f038fbc4bfc9deb36edc0d22a61.

[10] 贾楠, 陈永强, 郭旦怀, 刘奕. 社区风险防范的三角形模型构建及应用. 系统工程理论与实践[J]. 2019, 39(11): 2855-2864, http://lib.cqvip.com/Qikan/Article/Detail?id=7100530621.

[11] Liu, Cheng, Qian, Jing, Guo, Danhuai, Liu, Yi. A Spatio-temporal Scenario Model for Emergency Decision. GEOINFORMATICA[J]. 2018, 22(2): 411-433, http://www.corc.org.cn/handle/1471x/2374245.

[12] Danhuai Guo. OSCAR: A framework to integrate spatial computing ability and data resource aggregation for Emergency management of public health. Geoinformatica. 2018, 
[13] Guo, Danhuai, Yin, Wenwu, Yu, Hongjie, Thill, JeanClaude, Yang, Weishi, Chen, Feng, Wang, Deqiang. The role of socioeconomic and climatic factors in the spatio-temporal variation of human rabies in China. BMC INFECTIOUS DISEASES[J]. 2018, 18(1): http://www.corc.org.cn/handle/1471x/2374153.

[14] Danhuai Guo. Report and Forecast of Foodborne Illness Based on VGI. ACM SIGSPTIAL 2018 EM-GIS workshop. 2018, 
[15] Cui, Wenjuan, Wang, Pengfei, Du, Yi, Chen, Xin, Guo, Danhuai, Li, Jianhui, Zhou, Yuanchun. An algorithm for event detection based on social media data. NEUROCOMPUTING[J]. 2017, 254: 53-58, http://www.corc.org.cn/handle/1471x/2374216.

[16] Shuo Shang, Shunzhi Zhu, Danhuai Guo, Minhua Lu. Discovery of probabilistic nearest neighbors in traffic-aware spatial networks. World Wide Web,[J]. 2017, 20(5): 
[17] 杨微石, 郭旦怀, 逯燕玲, 王德强, 朱映秋, 张宝秀. 基于大数据的文化遗产认知分析方法——以北京旧城中轴线为例. 地理科学进展[J]. 2017, 36(9): 1111-1118, 
[18] Restrepo, Angela M Cadavid, Yang, Yu Rong, Hamm, Nicholas A S, Gray, Darren J, Barnes, Tamsin S, Williams, Gail M, Magalhaes, Ricardo J Soares, McManus, Donald P, Guo, Danhuai, Clements, Archie C A. Land cover change during a period of extensive landscape restoration in Ningxia Hui Autonomous Region, China. SCIENCE OF THE TOTAL ENVIRONMENT[J]. 2017, 598: 669-679, http://www.corc.org.cn/handle/1471x/2374215.

[19] Shang, Shuo, Chen, Lisi, Wei, Zhe, Guo, DanHuai, Wen, JiRong. Dynamic Shortest Path Monitoring in Spatial Networks. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY[J]. 2016, 31(4): 637-648, http://www.corc.org.cn/handle/1471x/2374170.

[20] Shang, Shuo, Guo, Danhuai, Liu, Jiajun, Zheng, Kai, Wen, JiRong. Finding regions of interest using location based social media. NEUROCOMPUTING[J]. 2016, 173: 118-123, http://www.corc.org.cn/handle/1471x/2374160.

[21] 周园春. Species Distribution Modeling via Spatial Bagging of Multiple Conditional Random Fields. The 21st International Conference on Database Systems for Advanced Applications (DASFAA). 2016, 
[22] Shang, Shuo, Guo, Danhuai, Liu, Jiajun, Wen, JiRong. Prediction-based Unobstructed Route Planning. NEUROCOMPUTING[J]. 2016, 213: 147-154, http://dx.doi.org/10.1016/j.neucom.2016.02.085.

[23] Guo, Danhuai, Zhu, Yingqiu, Xu, Wei, Shang, Shuo, Ding, Zhiming. How to find appropriate automobile exhibition halls: Towards a personalized recommendation service for auto show. NEUROCOMPUTING[J]. 2016, 213: 95-101, http://www.corc.org.cn/handle/1471x/2374202.

[24] Danhuai Guo. How to find Environmental Risk Factors of Zoonotic Infectious Disease quickly. ACM SIGSPATIAL 2016-Emergency Management using GIS workshop. 2016, 
[25] 郭旦怀. DVIZ: 一种模型驱动的可视化生成系统. 软件学报. 2016, 
[26] Guo, Danhuai, Zhao, Ziqi, Xu, Wei, Lan, Jinsong, Zhang, Tao, Liu, Shuguang, Li, Jianhui, Zhou, Yuanchun. How to find a comfortable bus route - Towards personalized information recommendation services. Data Science Journalnull. 2015, 14: https://doaj.org/article/1dd84e4feb51467d943aaecac075b08a.

[27] Danhuai Guo. How to Integrate Open Source Resource to Assess Emergency Management: a Framework and Applications. ACM SIGSPATIAL 2015-Emergency Management using GIS workshop. 2015, 
[28] 郭旦怀, 崔文娟, 郭云昌, 黎建辉. 基于大数据的食源性疾病事件探测与风险评估. 系统工程理论与实践[J]. 2015, 35(10): 2523-2530, 
[29] Gilbert, Marius, Golding, Nick, Zhou, Hang, Wint, G R William, Robinson, Timothy P, Tatem, Andrew J, Lai, Shengjie, Zhou, Sheng, Jiang, Hui, Guo, Danhuai, Huang, Zhi, Messina, Jane P, Xiao, Xiangming, Linard, Catherine, Van Boeckel, Thomas P, Martin, Vincent, Bhatt, Samir, Gething, Peter W, Farrar, Jeremy J, Hay, Simon I, Yu, Hongjie. Predicting the risk of avian influenza A H7N9 infection in live-poultry markets across Asia. NATURE COMMUNICATIONS[J]. 2014, 5: http://dx.doi.org/10.1038/ncomms5116.

[30] Danhuai Guo. Effect of closure of live poultry markets on poultry-to-person transmission of avian influenza A H7N9 virus: an ecological study.. The Lancet. 2013, 
[31] Danhuai Guo, Hang Zhou, Yan Zou, Wenwu Yin, Hongjie Yu, Yali Si, Jianhui Li, Yuanchun Zhou, Xiaoyan Zhou, Ricardo J Soares Magalhes. Geographical Analysis of the Distribution and Spread of Human Rabies in China from 2005 to 2011. PLOS ONE[J]. 2013, 8(8): http://dx.doi.org/10.1371/journal.pone.0072352.

发表著作
(1) 基于空间场景相似性的地理空间分析, spatial analysis based on spatial scence similarity, 科学出版社, 2017-02, 第 1 作者

科研活动

   
科研项目
( 1 ) 数据密集型计算环境下的空间场景相似性搜索研究, 主持, 国家级, 2013-01--2017-12
( 2 ) 面向非常规突发事件应急管理的大数据时空可视化服务研究, 主持, 国家级, 2014-01--2014-12
( 3 ) 基于大数据的首都食源性疾病探测与风险评估, 主持, 省级, 2017-01--2018-12
( 4 ) 重大综合灾害耦合实验和模拟技术与设备, 参与, 国家级, 2017-07--2019-06
( 5 ) 社区风险监测与防范关键技术研究, 参与, 国家级, 2018-07--2020-06
( 6 ) 大数据驱动的公共管理决策创新模式与集成示范平台, 主持, 国家级, 2019-01--2022-12
( 7 ) 基于深度卷积神经网络的空间场景相似性匹配关键技术研究, 主持, 国家级, 2020-01--2023-12
( 8 ) 冬奥会全局全过程态势感知和运行指挥保障技术, 参与, 国家级, 2019-07--2021-06
参与会议
(1)Risk Prediction and Assessment of Foodborne Disease Based on Big Data   2019-11-04
(2)狂犬病探测与预防   地理信息分析在公共卫生与健康中的应用   2019-08-09
(3)超大规模时空数据可视分析   地理信息系统理论与方法年会   2018-11-05
(4)共享单车数据挖掘与模式发现   地理信息系统理论与方法年会   2017-11-12
(5) Spatial Temporal Data Visualization In Emergency Management: A view from data-driven decision   2017-11-04
(6)How to Integrate Open Source Resource to Assess Emergency Management: a Framework and Applications   2016-11-01
(7)Species Distribution Modeling via Spatial Bagging of Multiple Conditional Random Fields   2016-04-01
(8)A fast algorithm of geometry generalization   2014-11-02