About Me
Hello! My name is Guo Suiming and has been studying in Tsinghua University (as an undergraduate and master student) and the Chinese University of Hong Kong (as a PhD student).
I am interested in the Internet-related industry, as well as the academia, and my research interests are:
-- Big data mining, analysis, modelling
-- Ubiquitous computing
-- City-level data mining and smart cities
-- Urban computing
-- Computer networking
I like doing researches based on real problems from the industry, in a data-analytical methodology.
I am currently an Associate Professor in College of Information Science and Technology and College of Cyber Security, Jinan University (暨南大学), Guangzhou, Guangdong, China (since Fall, 2018).
News
-- We have one paper accepted to IEEE TMC (CCF-A and JCR Q1 journal).
-- We have one paper accepted to MONET (JCR Q2 journal).
-- We have two papers accepted to Ubicomp 2018 (and ACM IMWUT) (CCF-A conference).
Services
1. TPC of IEEE UIC 2019 (The 16th IEEE International Conference on Ubiquitous Intelligence and Computing)
2. Reviewer for:
---- ACM Transactions on Intelligent Systems and Technology
---- IEEE Access
---- IEEE UIC 2019
---- Springer Human-centric Computing and Information Sciences
---- MobiQuitous 2019
3. Member of CCF TCPC (Technical Committee of Pervasive Computing) (中国计算机学会普适计算专委会委员)
Publications
Publications are listed from the latest to the oldest.
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15. Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu, Zhiwen Yu, Daqing Zhang, Dah Ming Chiu, ROD-Revenue: Seeking Strategies Analysis and Revenue Prediction in Ride-on-demand Service Using Multi-source Urban Data , in IEEE Transactions on Mobile Computing (TMC) (JCR Q1 & CCF-A). [link of IEEE EarlyAccess]
14. Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu, Dah Ming Chiu, Fine-grained Dynamic Price Prediction in Ride-on-demand Services: Models and Evaluations , in Mobile Network and Applications (MONET) (JCR Q2). [link of Springer OnlineFirst]
13. Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu, Dah Ming Chiu, Dynamic Price Prediction in Ride-on-demand Service with Multi-source Urban Data , in 15th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2018), New York, US. [link]
12. Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu, Daqing Zhang, Dah Ming Chiu, A Simple but Quantifiable Approach to Dynamic Price Prediction in Ride-on-demand Services Leveraging Multi-source Urban Data, in Ubicomp 2018 and ACM IMWUT (2018-09 Issue). [link][slides]
11. Suiming Guo, Chao Chen, Yaxiao Liu, Ke Xu, Bin Guo, Dah Ming Chiu, How to pay less: a location-specific approach to predict dynamic prices in ride-on-demand services, in IET Intelligent Transport Systems. [link]
10. Suiming Guo, Chao Chen, Yaxiao Liu, Ke Xu, Dah Ming Chiu, It Can be Cheaper: Using Price Prediction to Obtain Better Prices from Dynamic Pricing in Ride-on-demand Services, in 14th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2017), Melbourne, Australia. [link]
9. Suiming Guo, Chao Chen, Yaxiao Liu, Ke Xu, Dah Ming Chiu, Modelling Passengers’ Reaction to Dynamic Prices in Ride-on-demand Services: A Search for the Best Fare, in Ubicomp 2018 and ACM IMWUT (2017-12 Issue). [link][slides]
8. Suiming Guo, Yaxiao Liu, Ke Xu, Dah Ming Chiu, Understanding Passenger Reaction to Dynamic Prices in Ride-on-demand Service, in 2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Hawaii, USA, 2017. [link]
7. Suiming Guo, Yaxiao Liu, Ke Xu, Dah Ming Chiu, Understanding Ride-on-demand Service: Demand and Dynamic Pricing, in 2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Hawaii, USA, 2017. [link]
6. Suiming Guo, Liang Chen, Dah Ming Chiu, An Incentive-based Mixed QoE Framework for Content Delivery to Smart Homes, in 26th International Conference on Computer Communications and Networks (ICCCN 2017), Vancouver, Canada, 2017.[link]
5. Suiming Guo, Liang Chen, Dah Ming Chiu, DST: Leveraging Delay-insensitive Workload in Cloud Storage for Smart Home Network, in 24th International Conference on Computer Communications and Networks (ICCCN 2015), Las Vegas, USA, 2015. [link]
4. Liang Chen, Suiming Guo, Guoqiang Zhang, Distributing Very-large Content from Cloud to Smart Home Hubs: Measurement and Implications, in The 2015 IEEE International Conference on Communications (ICC 2015), London, UK, 2015. [link] (corresponding author)
3. Suiming Guo, Liang Chen, Guoqiang Zhang, Dah Ming Chiu, Batching for Smart Home: Leveraging Delay-insensitive Workload in Cloud Storage, in 7th International Conference on COMmunication Systems and NETworkS (COMSNETS 2015), Bangalore, India, 2015. [link]
2. Suiming Guo, Congxiao Bao, Xing Li, Scalable Distributed Standard Definition Video Conferencing System: Architecture and Forwarding Model, in 2012 National Conference on Information Technology and Computer Science (EI Indexed). [link]
1. 李星, 郭穗鸣, 包丛笑, 可扩展分布式标清视频会议系统: 结构和转发模型, 清华大学学报: 自然科学版, 52(9), 1275--1280, 2012. [link]