Beijing Key Laboratory on Integration and Analysis of Large-scale Stream Data, North China University of Technology

Add: No. 5 Jinyuanzhuang Road, Beijing, 100144, China

Email: wangguiling (-#-) ncut.edu.cn

ORCID: https://orcid.org/0000-0002-4659-2019

Guiling Wang is the professor of Computer Science at Beijing Key Laboratory on Integration and Analysis of Large-scale Stream Data, North China University of Technology, with a focus on Streaming Data Integration and Analysis, Big Data as A Service, Cloud Computing and Service Computing. From 2007-2011 she is an assistant professor and post doctor in Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS). She obtained her Ph.D. in DCST of Tsinghua University in 2007. She act as the principal investigator (PI) of National Natural Science Foundation of China(2010-2012), Beijing National Natural Science Foundation (2017-2019), Post-Doctor Science Foundation of China in 2008, and a Changfeng Alliance SOA Strategic Study Project in 2008. She also acted as co-PI or main member of other NSFC, 973, and collaboration project from industry. She has published over 60 scientific papers as conference- and journal- contributions. She has writen 4 academic books. She has been authorized 10 patents. She has co-chaird CCF NCSC'2018, WISE PCS'14 and CIOTS'18. She is the PC member of ICSOC'12-21, SOCA'09-10, ICWS'21-24, PCS WISE Workshop'11-15, and EDOC SCDI'12 workshop etc.

Selected Projects

    Jan.2021 - Dec.2023 Service-based Abstraction and Programming Mechanisms for Bridging Business Processes and IoT Big Data, (Main Member) The Sino-German Joint International Cooperation and Exchange Project of National Natural Science Foundation of China (NSFC-DFG) (Grant No. 62061136006) (project homepage )
    Jan.2019 – Dec.2023 Research on Big Service Theory and Methods in Big Data Environment, (Main Member) Key Program of Natural Science Foundation of Beijing, (Grant No. 61832004)
    Jul.2019 – Jun.2022 R & D and Application Demonstration of Common Key Technologies in Modern Service Industry: Operating Mechanism and Evolution Technologies of Internet of Services Platform, (Main Member) National Key Research and Development Project, (National Key Research and Development Project, (Grant No. 2018YFB1402500)
    Jan.2017- Dec.2019 Building Stream Data Services for Spatio-Temporal Pattern Discovery in Cloud Computing Environment, Beijing Natural Science Foundation under grant No. 4172018, PI
    Jan.2017- Dec.2020 Cloud-based Resource Management Service and Data Exchange Service, Software Development Project for Joint Battle Command-Platform, Tianjin Municipal Public Security Bureau, PI, (¥2,800,000)
    Jan.2017- Dec.2020 Models and Methodology of Proactive Data Services Facilitating Dynamic Correlation of Big Streaming Data, Natural Science Foundation of China, under grant No. 61672042, The second participant
    Jan.2013- Dec.2016 Theory and Key Technologies of Data Space Towards Large Scale Stream Data Processing, Beijing Natural Science Foundation under grant No. 4131001, The third participant
    Jan.2013-Dec.2015 Key Technology and Application of Cloud Service Community Facilitating Data Resource Correlation, Beijing Natural Science Foundation Program and Scientific Research Key Program of Beijing Municipal Commission of Education under grant No. KZ201310009009, The second participant
    Jan.2010-Dec.2012 End-User Service Abstraction, Operations and Their Properties for Resources Aggregation on the Web, National Natural Science Foundation of China under grant No. 60903048, PI
    Jan.2008 – Apr.2009 End-User Service Programming Model for Supporting Web Information Resource Aggregation, Post-Doctor Science Foundation of China (Grant No. 20080430582), PI
    July.2008 – July.2009 Zero-code Mobile Widget Programming & Management Environment, Collaborated with Huawei Technologies Co., Ltd. China (Co-PI)
    Oct.2008 - Jan. 2009 Changfeng Alliance SOA Strategic Study (PI)

Recent Selected Publications (from 2009 - present)

Books

    Guiling Wang, Qiang Wang, Zhuofeng Zhao, Yanbo Han, IoT Big Data Processing Technologies and Practice, Publishing House of Electronics Industry, Jan. 2024. (ISBN 978-7-121-32421-5) (in Chinese)
    Han Yanbo, Wang Lei, Wang Guiling, Liu Chen. Introduction to Cloud Computing. Publishing house of electronics industry, Jan. 2015 (ISBN 9787121247972)
    Yanbo Han, Guiling Wang, et al., Internet Computing : Principles and Practices, Science Press, Beijing, China. Jul.2010 (ISBN 978-7-03-028031-2)

Selected Articles

    Guiling Wang, Jian Yu, Mo Nguyen, Yuqi Zhang, Sira Yongchareon, Yanbo Han., Motif-based graph attentional neural network for web service recommendation, Knowledge-Based Systems, 2023,269: 110512
    Xin Zheng, Guiling Wang*, Jiayu Zhang, et al., Motif-based graph attentional neural network for web service recommendation, Knowledge-Based Systems, 2023,269: 110512
    Guiling Wang, Yanbo Han, Zhongmei Zhang, Meiling Zhu., Cloud-Based Integration and Service of Streaming Data, Chinese Journal of Computers, 40(1):107-125, 2017
    Yanbo Han, Guiling Wang, Jian Yu, Chen Liu, Zhongmei Zhang, Meiling Zhu:A Service-Based Approach to Traffic Sensor Data Integration and Analysis to Support Community-Wide Green Commute in China. IEEE Trans. Intelligent Transportation Systems 17(9): 2648-2657 (2016)
    Guiling Wang, Yanbo Han, Zhongmei Zhang, Shouli Zhang. A Dataflow-Pattern-Based Recommendation Framework for Data Service Mashup. IEEE Trans. Services Computing 8(6): 889-902 (2015)
    Guiling Wang, Yanbo Han, Zhongmei Zhang, Meiling Zhu., Cloud-Based Integration and Service of Streaming Data, Chinese Journal of Computers, 40(1):107-125, 2017
    Volker Gruhn, Yanbo Han, Marc Hesenius, Manfred Reichert, Guiling Wang, Jian Yu, and Liang Zhang. BRIBOT: Towards a Service-Based Methodology for Bridging Business Processes and IoT Big Data. In: Service-Oriented Computing. ICSOC 2021. Lecture Notes in Computer Science, vol 13121. Springer, Cham
    Guiling Wang, Jinlong Meng, Zhuoran Li, Marc Hesenius, Weiling Ding, Yanbo Han, Volker Gruhn. 2020. Adaptive Extraction and Refinement of Marine Lanes from Crowdsourced Trajectory Data. Mobile Networks and Applications, Springer
    Xuankai Yang, Guiling Wang*，Jing Gao. MaritimeDS: A Data Service Framework for Unsupervised Maritime Traffic Monitoring Based on Trajectory Big Data. Journal of Reliable Intelligent Environment (2022). https://doi.org/10.1007/s40860-021-00163-0
    Guiling Wang, Xiaojiang Zuo, Marc Hesenius, Yao Xu, Yanbo Han, Volker Gruhn. A Data Services Composition Approach for Continuous Query on Social Media Streams. Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2019, 40: 26-57
    Guiling Wang, Jinlong Meng, Yanbo Han. Extraction of Maritime Road Networks From Large-Scale AIS Data. IEEE Access 7: 123035-123048 (2019)
    Weixing Jia, Guiling Wang, Xuankai Yang, and Fengquan Zhang. Unpaired Learning of Roadway-Level Traffic Paths from Trajectories. CollaborateCom 2021.
    Guiling Wang, Mengmeng Zhang, Jing Gao, Yanbo Han. Where Is the Next Path? A Deep Learning Approach to Path Prediction Without Prior Road Networks. In: Gao H., Wang X., Iqbal M., Yin Y., Yin J., Gu N. (eds) Collaborative Computing: Networking, Applications and Worksharing. CollaborateCom 2020. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 350. Springer, Cham., 219-235, 2021
    Xuankai Yang, Guiling Wang, Jiahao Yan, Jing Gao. T2I-CycleGAN: A CycleGAN for Maritime Road Network Extraction from Crowdsourcing Spatio-Temporal AIS Trajectory Data. In: Collaborative Computing: Networking, Applications and Worksharing. CollaborateCom 2020. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 350. Springer, Cham., 203-218, 2021
    Olayinka Adeleye, Jian Yu, Guiling Wang, Sira Yongchareon. Constructing and Evaluating Evolving Web-API Networks - A Complex Network Perspective. IEEE Trans. Services Computing, https://doi.org/10.1109/TSC.2021.3114709.
    Jyothi Kunchala, Jian Yu*, Sira Yongchareon, Guiling Wang. Trace-Based Approach for Consistent Construction of Activity-Centric Process Models from Data-Centric Process Models. ADC 2020: 42-54
    Zhuoran Li, Guiling Wang*, Jinlong Meng, Yao Xu. The Parallel and Precision Adaptive Method of Marine Lane Extraction Based on QuadTree. In Collaborative Computing: Networking, Applications and Worksharing. CollaborateCom 2018. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 268. Springer, Cham., 170-188, 2018
    Zhongmei Zhang, Guiling Wang, Bo Cao, Yanbo Han, A Service-based Approach to Traffic Data Analysis for Green Commute IEEE SCC 2015
    Guiling Wang, Sai Zhang, Chen Liu, Yanbo Han, A Dataflow-Pattern-Based Recommendation Approach for Data Service Mashups. IEEE SCC 2014: 163-170
    Yanbo Han, Guiling Wang, Guang Ji, Peng Zhang: Situational data integration with data services and nested table. Service Oriented Computing and Applications 7(2): 129-150 (2013)
    Guiling Wang, Jun Fang, Yanbo Han: Interactive Recommendation of Composition Operators for Situational Data Integration. CSC 2013: 120-127
    Guiling Wang, Feng Zhang: Freshness-Aware Sensor Mashups Based on Data Services. GreenCom/iThings/CPScom 2013: 2018-2023
    Peng Zhang, Yanbo Han, Guiling Wang: An Efficient Data Maintenance Strategy for Data Service Mashup Based on Materialized View Selection. ICSOC Workshops 2013: 14-23
    Peng Zhang, Guiling Wang, Guang Ji, Yanbo Han: An Efficient Data Maintenance Model for Data Service Mashup. IEEE SCC 2012: 699-700
    Peng Zhang, Guiling Wang, Yanbo Han: Dataflow Optimization for Service-Oriented Applications. APWeb 2012: 545-551
    Peng Zhang, Guiling Wang, Chen Liu: A Data-driven Approach to Internet-based Business Collaboration. GCC 2010: 377-382
    Weilong Ding, Guiling Wang, Yanbo Han, Jing Wang: A Pattern-Oriented Impact Analysis Approach for Mashups. SOSE 2010: 55-58
    Yan-Bo Han, Jun-Yi Sun, Gui-Ling Wang, Hou-Fu Li, A cloud-based bpm architecture with user-end distribution of non-compute-intensive activities and sensitive data. Journal of Computer Science and Technology 25.6 (2010): 1157-1167.
    Guiling Wang, Shaohua Yang, Yanbo Han, Mashroom: Combining Spreadsheet and Nested Table for End-User Mashup Programming, Proceedings of The 18th International World Wide Web Conference (WWW 2009)

Selected Patents

    王桂玲, 曹波, 张仲妹, 朱美玲, 刘晨, 韩燕波. 基于海量车牌自动识别数据的动态拼车方法和系统, 2019.05.03, 国家发明专利, 授权, ZL201510330632.9
    王桂玲, 张鹏, 刘晨, 徐学辉, 季光, 韩燕波. 一种面向分布式工作流的数据流调度方法和系统. 2013.12. 国家发明专利, ZL201110253544.5
    王桂玲, 杨少华, 韩燕波, 赵卓峰. 一种聚合Web 站点内容的系统和方法，2010. 国家发明专利(ZL200910077248.7)
    张鹏, 韩燕波, 王菁, 王桂玲, 刘晨. 流程建模方法, 2012. 国家发明专利(ZL200910092640.9)

Recent Professional Activities

    Co-Chair: CCF NCSC'18, CIOTS'18, WISE PCS'14; PC member: ICSOC 12-22, ICWS 21-24, WISE PCS Workshop 11-15, SOCA 09-10, MobiWis 2015, etc
    Member of China Computer Federation Technical Committee on Software Engineering
    Member of China Computer Federation Technical Committee on Services Computing

Talks

    User-Driven Situational Service Mashups, ENGINEERING ADAPTIVE SOFTWARE SYSTEMS (EASSY) NII Shonan Meeting Seminar 027, Shonan, Japan, Sep. 2013,

Teaching

    Software Services and Cloud Computing, North China University of Technology, Spring 2012-2015
    Big Data Processing and Analysis: Spark Programming Practice, North China University of Technology, Autumn 2020-now
    Introduction to Artificial Intelligence, North China University of Technology, Autumn 2021-now
tertiary zone