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北京师范大学未来教育高精尖创新中心人工智能实验室主任 卢宇


卢宇  (LU Yu),副教授(Associate Professor),
研究兴趣 (Research Interests)
人工智能及其教育应用(Artificial Intelligence in Education)

教育背景(Education)
本科(B.S.) — 北京航空航天大学 (Beihang University)
博士 (Ph.D.) — 新加坡国立大学 (National University of Singapore)

个人简介 (Bio)
卢宇,北师大教育学部副教授,高精尖中心人工智能实验室主任。博士毕业于新加坡国立大学计算机工程专业,曾在新加坡科研局(A*STAR)等国外研究机构长期从事大数据分析与人工智能领域的研究,并在Kaggle国际数据挖掘竞赛上多次取得优异成绩。在大数据分析、人工智能与教育技术应用领域已发表30余篇高水平英文论文,包括多篇国际一流期刊与会议论文(例如 IEEE TKDE, IEEE TMC, ICDM, ICDE, IJCAI, AIED, CIKM, EDBT等),并担任多个高水平人工智能及教育国际学术会议(例如AAAI,AIED 等)程序委员会委员(PC member),多个本领域重要学术期刊审稿人(例如 IEEE TKDE, IEEE TLT, ACM TIST等)。主持多项国内外科研项目,包括国家自然科学基金、教育部人文社会科学基金等。同时,负责北师大公共服务智能平台的数据分析研发工作,其中部分成果及其可视化方案已在平台上实现,直接服务于北京市多个区县的万余名一线教师与学生,申请多项国家发明专利。

 
在研项目(Research Grant)
国家自然科学基金青年项目 (Grant from National Natural Science Foundation of China) --- 主持 (PI)
教育部人文社科基金青年项目 (Grant from Ministry of Education of China) --- 主持 (PI)
北京师范大学引进人才科研启动项目 (Grant from Beijing Normal University) --- 主持 (PI)


Recent Publications (2015-2019)
1) Book Chapter:
Yu Lu, “Enabling User Context Utilization in the Internet Communication Protocols: Motivation, Architecture and Examples,” Beyond the Internet of Things: Everything Interconnected, Springer, 2016.
 
2) Journal Paper (Selected)
Yu Lu, Huayu Wu, Xin Liu,  Penghe Chen, “TourSense: A Framework for Tourist Identification and Analytics Using Transport Data,” IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019. (Forthcoming
 
Yu Lu, Jingjing Zhang, et al., “Harnessing Commodity Wearable Devices to Capture Learner Engagement,” IEEE Access, vol.7, pp.15749-15757, 2019.
 
Yu Lu, Archan Misra, Wen Sun, Huayu Wu, “Smartphone Sensing Meets Transport Data: A Collaborative Framework for Transportation Service Analytics,” IEEE Transactions on Mobile Computing (TMC), vol.17, no.4, pp.945-960, 2018. 

Yu Lu, Sen Zhang, Zhiqiang Zhang, Wendong Xiao, Shengquan Yu, “A Framework for Learning Analytics Using Commodity Wearable Devices,” Sensors, vol. 17, no. 6. 2017. 

Yu Lu, Zeng Zeng, Huayu Wu, Jingjing Zhang, “An Intelligent System for Taxi Service: Analysis, Prediction and Visualization,” AI Communications, vol. 31, no.1, pp.33-46, 2018. 

Yu Lu, Motani Mehul and W. C. Wong, “A QoE-Aware Resource Distribution Framework Incentivizing Context Sharing and Moderate Competition,” IEEE/ACM Transactions on Networking (ToN), vol. 24, no.3, pp. 1364-1377, 2016. 
 
3) Conference Paper (Selected)
Yang Pian, Yu Lu, Penghe Chen, Qinglong Duan, "Coglearn: A Cognitive Graph-Oriented Online Learning System,”IEEE International Conference on Data Engineering (ICDE), Macau, SAR, 2019.
 
Penghe Chen, Yu Lu, Vincent W. Zheng, Yang Pian,“Prerequisite-Driven Deep Knolwedge Tracing,” IEEE International Conference on Data Mining (ICDM), Singapore, 2018.
 
Yu Lu, Chen Chen, Penghe Chen, Xiyang Chen, Zijun Zhuang., “Smart Learning Partner: An Interactive Robot for Education,” International Conference on Artificial Intelligence in Education (AIED), London, UK, 2018.

Yu Lu, Gim Guan Chua, Huayu Wu, Clement Ong Shi Qi, “An Intelligent System for Taxi Service Monitoring, Analytics and Visualization,” International Joint Conference on Artificial Intelligence (IJCAI), Demo, New York, NY, 2016. 

Seong Ping Chuah, Huayu Wu, Yu Lu, Liang Yu: Bus Routes Design and Optimization via Taxi Data Analytics. ACM International Conference on Information and Knowledge Management (CIKM), Indianapolis, USA, 2016. 

Dheeraj Kumar, Huayu Wu, Yu Lu, Shonali Krishnaswamy, Marimuthu Palaniswami, “Understanding Urban Mobility via Taxi Trip Clustering,” IEEE International Conference on Mobile Data Management (MDM), Porto, Portugal, 2016. 
 
Yu Lu, Shili Xiang and Wei Wu, "Taxi Queue, Passenger Queue or No Queue? - A Queue Detection and Analysis System using Taxi State Transition," International Conference on Extending Database Technology (EDBT), Belgium, 2015.
 
Tadashi Okoshi, Yu Lu, Chetna Vig, Youngki Lee, Rajesh Krishna Balan and Archan Misra “QueueVadis: Queuing Detection and Analytics using Smartphones,” International Conference on Information Processing in Sensor Networks (IPSN), Seattle, WA, 2015. 
 
Yu Lu, Wei Wu, Shili Xiang, Huayu Wu, "A Queue Analytics System for Taxi Service Using Mobile Crowd Sensing," in Adjunct Proceedings of ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), Poster Paper, Osaka, Japan, 2015. 
 
 
学术活动(Academic Activity)
Serve as the PC member and reviewer for multiple top international conferences and journals.
 
 
 

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