GUO Wei PhD, Engineer, Master Supervisor

Team:The Research Center of Software and Data Engineering

Email: guowei@sdu.edu.cn

Address: 1500 Shunhua Road, High-tech Zone, Jinan, Shandong Province, P.R. China

Zip Code: 250101

Dr. Guo Wei is an engineer and master supervisor of Shandong University and a visiting scholar of Nanyang technological University, Singapore. He received a doctorate of computer at school of computer science and technology, Shandong University, and his main research fields are big data technology andintelligent data analysis. He is now a committee of CCF TCSC and CCF TCCC. He was granted 3 projects and has participated in more than 10 national, provincial and ministerial level projects, published more than 20 papers in important journals or conferences. He has published an academic monograph and won 3 prizes. There are more than 10 patents for invention in the application field, of which 7 are first invention applicants.

·02.2019:Visiting scholar, Nanyang Technological University, Singapore

·06.2015:PhD, Computer Science, Shandong University, China

·06.2005:M.S., Computer Science, Shandong University, China

·06.2001:B.Sc., Computer Science, Shandong University, China

Research Interests:

·Big data technology

·Intelligent data analysis

·Software project management

Selected Publications：

[1]Wei Guo, Kaiqiang Zhang, Lizhen Cui and Meng Xu, A Cloud Resources Placement Method Supporting SaaS Applications with Multiple-Dimensional and Heterogeneous Requirements, Chinese Journal of Computers, 2018, 41(6):1225-1237

[2]Wei Guo, Wei Ge, Lizhen Cui, Hui Li and Lanju Kong, An Interpretable Disease Onset Predictive Model using Crossover Attention Mechanism from Electronic Health Records, IEEE ACCESS, 2019, 7(1):134236-134244

[3]Wei Guo, Wei Ge, Xudong Lu and Hui Li, Short-Term Load Forecasting of Virtual Machines Based on Improved Neural Network, IEEE ACCESS, 2019, 7(1):121037-121045

[4]Wei Guo, Kaibo Luo, Xinjun Wang and Lizhen Cui, The Design and Evaluation of a Strategy of Data Placement in Cloud Computing Platform, International Journal on Smart Sensing and Intelligent Systems, 2014, 7(1):13-30

[5]Wei Guoand Xinjun Wang, A Framework for Workload Aware SaaS Platform Data Management, Journal of Computational Information Systems, 2014, 10(22):9699-9706

[6]Wei Guo, Xinjun Wang and Lizhen Cui, A Community Cloud Platform Model Supporting Cross-Domain Business Collaboration, International Journal of Communication Engineering, 2013, 2(1):44-47

[7]Wei Guo, Xinjun Wang and Yongquan Dong, A Workflow-Based Dynamic Adaptive Data Replica Placement Method, 11th Web Information System and Application Conference, WISA2014, 2014.9.12-9.14, 185-188

[8]Wei Guoand Xinjun Wang, A Data Placement Strategy Based on Genetic Algorithm in Cloud Computing Platform, 10th Web Information System and Application Conference, WISA2013, YangZhou, P.R. China, 2013.11.1-11.3, 369-399

[9]Wei Guo, Meng Xu, Weixia Xu and Lizhen Cui, A Collaboration Services Scheduling Method Based on Intelligent Genetic Algorithm, 13th CCF Conference on Computer Supported Cooperative Work and Social Computing, ChineseCSCW 2018, 581-587

[10] Yanci Zhang, Zhiwei Zeng, Di Wang,Wei Guoand Chunyan Miao, Home-based Self-assessments and Early Risk Analytics for Parkinson's Disease, The 7th International Conference on Ageless Aging, Jinan,China, October 18-21, 2019,

[11] Miao Zheng, Llizhen Cui, Wei He,Wei Guoand Xudong Lu,ADynamicDifficulty-sensitiveWorkerDistributionModel forCrowdsourcingQualityManagement,International Conference on Collaborative Computing: Networking, Applications and Worksharing, 2019, 12-27

[12] Bin Liu,Wei Guo, Xudong Lu, Meng Xu and Llizhen Cui,A Method of Analysis on Consumer Behavior Characteristics Based on Self-supervised Learning,CCF Conference on Computer Supported Cooperative Work and Social Computing, 2019, 605-617

[13] Kenan Liang,Wei Guo, Llizhen Cui,Meng Xu and Qingzhong Li, AstroBase: Distributed Long-Term Astronomical Database,International Conference on Big Scientific Data Management, 2018, 56-66

[14]Wei Guo, Meng Xu, Weixia Xu and Llizhen Cui, A Collaboration Services Scheduling Method Based on Intelligent Genetic Algorithm,CCF Conference on Computer Supported Cooperative Work and Social Computing, 2018, 581-587

[15] Qian Yang, Lizhen Cui, Miao Zheng, Shijun Liu,Wei Guo, Xudong Lu, Yongqing Zheng and Qingzhong Li, LBTask: A Benchmark for Spatial Crowdsourcing Platforms,Proceedings of the 3rd International Conference on Crowd Science and Engineering, 2018, 1-6

[16] Weiwei Bian, Yongchao Wang, Lizhen Cui,Wei Guo, Hui Li, Miao Zhou, Fuzhong Xue and Jing Liu, A Collecting and Processing System for Health Care Big Data Based on Web Crawler Technology,Journal of Shandong University (Health Sciences), 2017, 55(6):47-55

Scientific research projects:

·Key technology and platform development of big data driven intelligent medical healthcare service in the whole life course, Shandong Key R & D program, 2018-2020 (2018YFJH0506)

·Development of key technologies and systems for real-time perception of social security panorama situation based on cyberspace information, Major Science and Technology Innovation Projects of Shandong Province, 2018-2020 (2018CXGC0706)

·Research and development of key technologies and platforms for intelligent analysis of medical and health big data based on deep learning, Key R & D Projects of Shandong Province, 2019-2020 (2019GGX101009)