邮件地址:xiwei.liu@ia.ac.cn
研究领域:人工智能教育、STEM教育、物联网、大数据、复杂系统、认知建模、系统工程
所在单位及职称:
中国科学院自动化研究所,复杂系统管理与控制国家重点实验室,高级工程师
教育经历
2003/10–2006/09,日本奈良先端科学技术大学院大学,信息学院系统控制与管理研究室,工学博士
2000/09–2003/06,北京化工大学,自动化系,硕士
1996/09–2000/06,北京化工大学,自动化系,学士
工作经历
2012/10–现在,中国科学院自动化研究所,复杂系统管理与控制国家重点实验室, 高级工程师
2009/9–2013/01,中国科学院自动化研究所,复杂系统管理与控制国家重点实验室,助理研究员
2007/04–2009/08,日本qualitech株式会社,系统工程师
2006/10–2007/03,日本奈良先端科学技术大学院大学,信息学院,COE助理教授
2003/10–2006/09,日本奈良先端科学技术大学院大学,信息学院,COE(Center Of Excellence)研究员
代表性论著
书籍:
1.Xiwei Liu, Rangachari Anand, Gang Xiong, Xiuqin Shang, Xiaoming Liu, Jianping Cao. 《Big Data And Smart Service Systems》, Springer Press & Zhejiang University Press. Dec. 2016.
2.Gang Xiong, Zhong Liu, Xiwei Liu, Fenghua Zhu, Dong Shen.《Service Science Management and Engineering: Theory and Applications》, Academic Press, Apr. 2012.
期刊论文
1.Wang Fei-Yue, Tang Ying, Liu Xiwei, Yuan Yong. Social Education: Opportunities and Challenges in Cyber-Physical-Social Space. IEEE Transactions on Computational Social Systems.2019, 6(2):191-196.
2.Yuling Hu and Xiwei Liu, "Optimization of Grouping Evacuation Strategy in High-rise Building Fires Based on Graph Theory and Computational Experiments," IEEE/CAA J. Autom. Sinica, vol. 5, no. 6, pp. 1104-1112, Nov. 2018.
3.Gang Xiong, Xisong Dong, Feiyue Wang, Hao Lu, Dayong Shen, Xiwei Liu, Fenghua Zhu and Xiuqin Shang, "Research Progress of Parallel Control and Management," IEEE/CAA J. Autom. Sinica, vol. 1, no. 1, pp. 1-12, Jan. 2018.
4.G. Xiong, F.H. Zhu, X.W. Liu, X.S. Dong, W.L. Huang, S.H. Chen, K. Zhao. Cyber-physical-social System in Intelligent Transportation, IEEE/CAA Journal of Automatica Sinica (JAS), vol.2,No.3, pp.320-333, (2015).
5.Yuling Hu, Fei-Yue Wang, Xiwei Liu. A CPSS Approach for Emergency Evacuation in Building Fires, Intelligent Systems, 2014 Vol.29, No.3, pp.48-52.
6.Sheng Liu, Wei Tan, Zhiyuan Xu, Xiwei Liu. A tree search algorithm for the container loading problem, Computers & Industrial Engineering, 2014,Vol.75,No.1, pp.20-30,
7.Xiong, Gang; Dong, Xisong; Liu, Xiwei; Nyberg, Timo R.:Real-time manufacturing integration and intelligence solution: Case study in global chemical company,Journal of Software, 2012, Vol.7, No.8, pp. 1727-1737.
8.Liu, X; M,Noda ; H, Nishitani; Evaluation of plant alarm systems by behavior Simulation using a virtual subject. Computers & Chemical Engineering, 2010,Vol.34, No.3, pp.374-386.
会议论文
[1]Zhao, X., X. Liu, X. Gong, S. Jing, and J. He. A Building Evacuation Model Integrated with Multiple Algorithms. in 2019 Chinese Automation Congress (CAC). 2019.
[2]Wang, X., X. Gong, X. Liu, Y. Yan, N. Zhang, and J. Luo. Review on Teacher's Online Practice in Community. in 2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI). 2019.
[3]Shi, W., X. Liu, X. Gong, X. Niu, X. Wang, S. Jing, H. Lu, N. Zhang, and J. Luo. Review on Development of Smart Education. in 2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI). 2019.
[4]Li, Q., X. Liu, X. Gong, and S. Jing. Review on Facial Expression Analysis and its Application in Education. in 2019 Chinese Automation Congress (CAC). 2019.
[5]Gong, X., X. Liu, S. Jing, Q. Li, N. Zhang, J. Luo, Y. Yan, H. Lu, and Y. Guan. Study on Framework of Intelligent Analysis of Chinese Preview Homework in Primary Schools. in 2019 Chinese Automation Congress (CAC). 2019.
[6]Zhu, K., X. Liu, and H. Yang. A Survey of Generative Adversarial Networks. in 2018 Chinese Automation Congress (CAC). 2018.
[7]Han, X., F. Hu, G. Xiong, X. Liu, X. Gong, X. Niu, W. Shi, and X. Wang. Design of AI + Curriculum for Primary and Secondary Schools in Qingdao. in 2018 Chinese Automation Congress (CAC). 2018.
[8]Gong, X., Y. Wu, Z. Ye, and X. Liu. Artificial Intelligence Course Design: iSTREAM-based Visual Cognitive Smart Vehicles. in 2018 IEEE Intelligent Vehicles Symposium (IV). 2018.
[9]Liu, Xiwei, Sifeng Jing, Xiaoyan Gong, and Gang Xiong. Design of Science Education Course for Primary and Secondary School in the Intelligent Age. 2018 Chinese Automation Congress. Xi’an, Chian, Nov. 30-Dec. 02, 2018, pp. 2825-2830.
[10]Gong, Xiaoyan, Xiwei Liu, Sifeng Jing, Gang Xiong, and Jiehan Zhou. Parallel-Education-Blockchain Driven Smart Education : Challenges and Issues. 2018 Chinese Automation Congress. Xi’an, Chian, Nov. 30-Dec. 02, 2018, pp. 2390-2395.
[11]Wang, Xiao; Zhang, Yuanyuan; Yu, Shengnan; Liu Xiwei; Fei-Yue Wang. Computerized Adaptive English Ability Assessment Based on Deep Learning. The Pacific-Rim Symposium on Image and Video Technology (PSIVT), Wuhan, China, November 20 - 24, 2017.
[12]Gong Xiaoyan; Liu Xiwei; Jing Sifeng; Wang Xiao. Parallel Education Systems under Perspective of System Construction for New IT Era. The Pacific-Rim Symposium on Image and Video Technology, Wuhan, China, November 20 - 24, 2017.
[13]Wang, Xiao; Zhang, Yuanyuan; Yu, Shengnan; Liu Xiwei; Yuan Yong; Fei-Yue Wang. E-Learning Recommendation Framework Based on Deep Learning. 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Banff, Canada, October 5-8, 2017.
[14]Dong, X. and X. Liu. A review of engineering education in China: History, present and future. 2017 ASEE International Forum, June 28, 2017. 2017. Columbus, OH, United states: American Society for Engineering Education.
[15]Liu, X., X. Gong, F.-Y. Wang, R. Sun, Y. Gao, Y. Zhang, J. Zhou, and X. Deng. A new framework of science and technology innovation education for k-12 in Qingdao, China. 2017 ASEE International Forum, June 28, 2017. 2017. Columbus, OH, United states: American Society for Engineering Education.
专利:
[1]基于深度学习的管道安全监测系统、方法和装置: CN201910529579.3[P]. 2019-10-15.
[2]基于人机混合智能的在线教育系统及方法: CN201811093868.5[P]. 2018-11-23.
[3]三维扫描仪: CN201720411392.X[P]. 2017-12-01.
[4]旋翼无人机、其异常降落处理装置及处理方法: CN201710533077.9[P]. 2017-09-08.
获奖情况
2010年度和2012年度中国石油和化工自动化应用协会科技进步一等奖(排名10和5)
2016年度复杂系统管理员控制国家重点实验室重大贡献奖。
2019年度中国自动化学会科普奖(排名2)
学术任职
中国自动化学会智慧教育专业委员会秘书长
中国自动化学会混合智能专业委员会委员
中国自动化学会平行控制与管理专业委员会委员
青岛市人工智能学会常务理事
IEEE on Service Operations and Logistics, and Informatics (SOLI) 2012, 2013 Program co-chair
IEEE SOLI 2014 General chair
Asia-Pacific Conference on Systems Engineering (APCOSEC) 2014 Program Chair
近年参加科研基金项目情况:
1.全国哲学社会科学工作办公室,重大项目,19ZDA364,人工智能促进未来教育发展研究,2020-01至2024-12。
2.国家自然科学基金委员会,面上项目,61877003,基于情景的学习者在线学习分析关键技术与评价模型研究,2019-01至2022-12。
3.国家自然科学基金委员会,重点项目,61533019,基于CPSS的流程工业生产计划知识自动化系统及应用验证,2016-01至2020-12。
4.国家自然科学基金委员会,重点项目,71232006,ERP3.0:企业平行管理系统理论与关键技术研究,2013-01至2017-12。
5.国家自然科学基金委员会,面上项目,11272333,大规模复杂工程跨尺度关联及耦合的非线性动力学与控制研究,2013-01至2016-12。