Jiaoyan Chen

Mathematikon, Berliner Str. 45
4.OG, Raum 005

Geographisches Institut
Abt. Geoinformatik
Im Neuenheimer Feld 348
69120 Heidelberg

Tel: +49 6221 54-19704
Fax: +49 6221 54-4529


Jiaoyan Chen, Dr.


Dr. Jiaoyan Chen is PostDoc researcher at the GIScience Research Group of the Institute of Geography in Heidelberg. He got his Ph.D degree in Computer Science in Zhejiang University in 2016, advised by Prof. Huajun Chen and Prof. Zhaohui Wu. He was a visiting student of Informatics Department of Zurich University from November 2014 to July 2015 and from July 2016 to September 2016. He got his bachelor's degree in computer science in Zhejiang University in 2011.

Research Interests
  • Spatio-temporal data analysis
  • Stream learning and reasoning
  • Linked data and semantic web
  • Web science
Publications and projects before
  • Jiaoyan Chen, Huajun Chen, Zhaohui Wu, Daning Hu, and Jeff Z. Pan. Forecasting smog-related health hazard based on social media and physical sensor. Information Systems (2016).
  • Jiaoyan Chen, Huajun Chen, Xiangyi Wan, and Guozhou Zheng. MR-ELM: a MapReduce-based framework for large-scale ELM training in big data era. Neural Computing and Applications 27.1 (2016): 101-110.
  • Jiaoyan Chen, Huajun Chen, and Jeff Z. Pan. Semantic Reasoning for Smog Disaster Analysis. Proceedings of the 29th International Workshop on Description Logics (2016).
  • Ningyu Zhang, Huajun Chen, Xi Chen and Jiaoyan Chen. ELM Meets Urban Big Data Analysis: Case Studies.Computational Intelligence and Neuroscience 2016 (2016).
  • Jiaoyan Chen, Huajun Chen, Daning Hu, Jeff Z. Pan, and Yalin Zhou. Smog disaster forecasting using social web data and physical sensor data. Big Data (Big Data), 2015 IEEE International Conference on. IEEE, 2015.
  • Yalin Zhou, Jiaoyan Chen, and Huajun Chen. Observing Social Web for Smog Disaster Forecasting. Proceedings of the ACM Web Science Conference. ACM, 2015.
  • Jiaoyan Chen, Huajun Chen, Guozhou Zheng, Jeff Z. Pan, Honghan Wu and Ningyu Zhang. Big smog meets web science: smog disaster analysis based on social media and device data on the web. The 23rd International Conference on World Wide Web (WWW), Web Science Track. ACM, 2014.
  • Jiaoyan Chen, Guozhou Zheng, Cong Fang, Ningyu Zhang, Huajun Chen and Zhaohui Wu. Time-series processing of large scale remote sensing data with extreme learning machine. Neurocomputing 128 (2014): 199-206.
  • Ningyu Zhang, Guozhou Zheng, Huajun Chen, Jiaoyan Chen and Xi Chen. Hbasespatial: A scalable spatial data storage based on hbase 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications. IEEE, 2014.
  • Ningyu Zhang, Guozhou Zheng, Huajun Chen, Xi Chen and Jiaoyan Chen. Monitoring Urban Waterlogging Disaster Using Social Sensors. Chinese Semantic Web and Web Science Conference. Springer Berlin Heidelberg, 2014.
  • Xi Chen, Huajun Chen, Bi Xuan, Peiqin Gu, Jiaoyan Chen and Zhaohui Wu. BioTCM-SE: a semantic search engine for the information retrieval of modern biology and traditional Chinese medicine. Computational and mathematical methods in medicine 2014 (2014).
  • Jiaoyan Chen, Guozhou Zheng and Huajun Chen. ELM-MapReduce: MapReduce accelerated extreme learning machine for big spatial data analysis. 2013 10th IEEE International Conference on Control and Automation (ICCA). IEEE, 2013.
  • Jiaoyan Chen, Huajun Chen, Jeff Z. Pan, Ming Wu, Ningyu Zhang and Guozhou Zheng. When big data meets big smog: A big spatio-temporal data framework for China severe smog analysis. Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data. ACM, 2013.
  • Jiaoyan Chen, Huajun Chen, Xi Chen, Guozhou Zheng and Zhaohui Wu. Data chaos: An entropy based MapReduce framework for scalable learning. Big Data, 2013 IEEE International Conference on. IEEE, 2013.
  • Jiaoyan Chen, Ningyu Zhang, Na Liu, Huajun Chen and Xuan Bi. SSWiki: A semantic wiki for social shopping with integrated online data. The 3rd Joint International Semantic Technology Conference, Demo Track. 2013.
  • Xi Chen, Huajun Chen, Ningyu Zhang, Jiaoyan Chen and Zhaohui Wu. Owl reasoning over big biomedical data. Big Data, 2013 IEEE International Conference on. IEEE, 2013.
  • 陈曦, 陈华钧, 顾珮嵚, 张宁豫, 陈矫彦, 于彤. 一种基于 Hadoop 的语义大数据分布式推理框架. 计算机研究与发展 50.S2 (2013): 103-113.
Seitenbearbeiter: Webmaster-Team
Letzte Änderung: 16.11.2016
zum Seitenanfang/up