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大庆 教授

张 大庆, 教授

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张大庆,北京大学讲座教授, 国家千人计划入选者。1996年获得意大利罗马大学博士学位。曾任法国巴黎国立电信学院(Institute TELECOM)一级终身教授,法国科学院(CNRS)教授, 新加坡资讯通讯研究院(I2R) 智能家庭实验室创建主任,情景感知系统部创建主任。主要研究方向包括普适计算、情景感知计算、移动计算及感知大数据分析等。在相关国际期刊、会议发表学术论文200余篇,论著5本。所创的情景感知模型被国际普适计算, 移动计算,和服务计算学术界广泛采用,文章单篇最高它引次数达1000余次 (根据Google Scholar), 并被普适计算领域顶级会议IEEE PerCom 2013授予十年最具影响力论文 (Ten Years CoMoRea Impact Paper Award)。近年来在“社群智能”(Social and Community Intelligence)这一新兴研究方向工作, 先后获得国际会议 Mobiquitous 2011, IEEE UIC 2012, IEEE CPSCom 2013 最佳论文奖。现为ACM Transactions on Intelligent Systems and Technology, IEEE Transactions on Big Data等4个国际期刊的副主编, 担任过10多个国际会议的大会或程序委员会主席, 及普适计算顶级会议Ubicomp, PerCom程序委员会委员,应邀在10多个国际会议做大会特邀报告。

 

Papers with Citation > 300
6 T. Gu, H. K. Pung, Daqing Zhang, X. H. Wang, "A Middleware for Building Context-Aware Mobile Services", In Proceedings of IEEE Vehicular Technology Conference (VTC-Spring 2004), Milan, Italy, May 2004. [paper]
5 X.H. Wang,Daqing Zhang, J.S. Dong, et al.,"Semantic Space: A Semantic Web Infrastructure for Smart Spaces", IEEE Pervasive Computing, July-Sept., p32-39, 2004. [paper]
4 T. Gu, H. K. Pung,Daqing Zhang, "Towards an OSGi-Based Infrastructure for Context-Aware Applications in Smart Homes", IEEE Pervasive Computing, Oct-Dec., p66-74, 2004. [paper]
3 T. Gu, X.H. Wang, H. K. Pung,Daqing Zhang, "An Ontology-based Context Model in Intelligent Environments", In Proceedings of Communication Networks and Distributed Systems Modeling and Simulation Conference, San Diego, California, USA, January 2004. [paper]
2 T. Gu, H. K. Pung,Daqing Zhang, "A Service-Oriented Middleware for Building Context-Aware Services", Journal of Network and Computer Applications, Vol . 28, pp. 1-18, Jan. 2005. [paper] (Citation > 800)
1 X.H. Wang,Daqing Zhang, T. Gu, H.K. Pung, "Ontology Based Context Modeling and Reasoning using OWL", In Proceedings of CoMoRea, the Second IEEE International Conference on Pervasive Computing and Communications (PerCom 2004), Orlando, Florida USA, March 2004. [paper] (Citation > 1000)
Recent Publications
Journals
Bin Guo, Huihui Chen, Zhiwen Yu, Xing Xie, Shenlong Huangfu, Daqing Zhang."FlierMeet: A Mobile Crowdsensing System for Cross-Space Public Information Reposting, Tagging, and Sharing", IEEE Transactions on Mobile Computing, 2015.
Zhiyong Yu, Daqing Zhang, Zhiwen Yu, Dingqi Yang. Participant Selection for Offline Event Marketing Leveraging Location Based Social Networks. IEEE Trans. on Systems, Man, and Cybernetics: Systems (TSMC), 2015.
Haoyi Xiong, Daqing Zhang, Leye Wang, Hakima Chaouchi, EMC3: Energy-efficient Data Transfer in Mobile Crowdsensing under Full Coverage Constraint, IEEE Transactions on Mobile Computing, 2015
Chao Chen, Daqing Zhang, Bin Guo, Xiaojuan Ma, Gang Pan, Zhaohui Wu, TRIPPLANNER: Personalized Trip Planning Leveraging Heterogeneous Crowdsourced Digital Footprints, IEEE Transactions on Intelligent Transportation Systems, 2015
Haoyi Xiong, Daqing Zhang, Leye Wang, J.Paul Gibson, Jie Zhu, EEMC: Enabling Energy-Efficient Mobile Crowdsensing with Anonymous Participants, ACM Transactions on Intelligent Systems and Technology (TIST), 2015
Daqing Zhang, Lin Sun, Bin Li, Chao Chen, Gang Pan, Shijian Li and Zhaohui Wu. Understanding Taxi Service Strategies from Taxi GPS Traces. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2015.
Dingqi Yang, Daqing Zhang, Vincent W. Zheng, Zhiyong Yu. Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs. IEEE Trans. On Systems, Man, and Cybernetics: Systems, 45(1): 129-142 (2015). [Paper] [Dataset]
Daqiang Zhang, Daqing Zhang, Haoyi Xiong, Laurence T. Yang and Vincent Gauthier, "NextCell: Predicting Location Using Social Interplay from Cell Phone Traces", IEEE Transactions on Computers, 64(2): 452-463 (2015)
Dingqi Yang, Daqing Zhang, Zhiyong Yu, Zhiwen Yu, Djamal Zeghlache. SESAME: Mining User Digital Footprints for Fine-Grained Preference-Aware Social Media Search. ACM Trans. on Internet Technology, (TOIT) 14(4): 28 (2014). [Paper] [Dataset]
Daqing Zhang, Leye Wang, Haoyi Xiong and Bin Guo. 4W1H in Mobile Crowd Sensing. IEEE Communications Magazine, 52(8): 42-48 (2014)[Paper]
Vaskar Raychoudhury, Ajay D. Kshemkalyani, Daqing Zhang, Jiannong Cao,“Automatic Event Scheduling in Mobile Social Network Communities”, IEEE Transactions on Parallel and Distributed Systems, 25(11): 2772-2782 (2014)
Z. Wang, D. Zhang, X. Zhou, D. Yang, Z.Y. Yu, and Z.W. Yu. Discovering and Profiling Overlapping Communities in Location Based Social NetworksIEEE Trans. On Systems, Man, and Cybernetics: Systems, 44(4): 499-509 (2014)
B. Guo, D. Zhang, D. Yang, Z. Yu, X. Zhou."Enhancing Memory Recall via an Intelligent Social Contact Management System", IEEE Transactions on Human-Machine Systems,  44(1): 78-91, 2014.
P.S. Castro, D. Zhang, C. Chen, S. Li and G. Pan, From Taxi GPS Traces to Social and Community Dynamics: A Survey, ACM Computing Surveys (CSUR), , 46(2): 17, 2013. [Paper]
Gang Pan, Guande Qi, Zhaohui Wu, Daqing Zhang, Shijian Li, "Land-use Classification Using Taxi GPS Traces", IEEE Transactions on Intelligent Transportation Systems (T-ITS), 14(1): 113-123 (2013)
C. Chen, D. Zhang, P.S. Castro, N. Li, L. Sun, S. Li and Z. Wang  iBOAT: Isolation-based Online Anomalous Trajectory Detection. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 14(1): 113-123 (2013)
Y. Zhao, Q. Chen, S. Yan, D. Zhang, T.​S. Chua. Detecting Overlapping and Profilable Communities with User​-generated Social Media Contents in LBSNs, ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 10(1): 3 (2013)
Daqing Zhang, Zhu Wang, Bin Guo, Zhiwen Yu, “Social and Community Intelligence - Technologies and Trends”, IEEE Software, July/Aug 2012
Daqing Zhang, Matthai Philipose, Qiang Yang: Introduction to the special issue on intelligent systems for activity recognition. ACM Transactions on Intelligent Systems and Technology (TIST) 2(1): 1 (2011). [Paper]
Daqing Zhang, Bin Guo, Zhiwen Yu: The Emergence of Social and Community Intelligence. IEEE Computer 44(7): 21-28 (2011). [Paper]
Feng Zhou, Jianxin Jiao, Songlin Chen, Daqing Zhang: A Case-Driven Ambient Intelligence System for Elderly in-Home Assistance Applications. IEEE Transactions on Systems, Man, and Cybernetics, Part C 41(2): 179-189 (2011).
... Full List
Conferences
Haoyi Xiong, Daqing Zhang, Guanling Chen, Leye Wang and Vincent Gauthier, CrowdTasker: Maximizing Coverage Quality in Piggyback Crowdsensing under Budget Constraint, In Proc. of the 13th IEEE International Conference on Pervasive Computing and Communications (PerCom'15), to appear, 2015. (AR: 15%)
Daqing Zhang, Haoyi Xiong, Leye Wang and Guanling Chen, CrowdRecruiter: Selecting Participants for Piggyback CrowdSensing under Probabilistic Coverage Constraint, in Proceeding of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2014), September 13-17, 2014, Seattle, USA (Acceptance Rate: ~13.7%)
Longbiao Chen, Daqing Zhang, Gang Pan, Leye Wang, Xiaojuan Ma, Chao Chen, Shijian Li, Container Throughput Estimation Leveraging Ship GPS Traces and Open Data, in Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp 2014), September 13-17, 2014, Seattle, USA (Acceptance Rate: ~13.7%)
Vaskar Raychoudhury, Ajay D. Kshemkalyani, Daqing Zhang, Jiannong Cao, Mohit Bakshi, Kanik Gupta, Vishal Mittal, Siddharth Maheshwari, Automatic Event Scheduling in Mobile Social Network Communities, In Proceeding of 5th IEEE International Conference on Social Computing (SocialCom 2013), September 8-14, 2013, Wasington D.C., USA. (Acceptance Rate: ~9.9%)
D. Yang, D. Zhang, ZY. Yu and  ZW. Yu, Fine-Grained Preference-Aware Location Search Leveraging Crowdsourced Digital Footprints from LBSNs, in Proceeding of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2013), September 8-12, 2013, in Zurich, Switzerland (Acceptance Rate: ~17.7%) [Paper] [Dataset]
T. Gan, Y. Wong, D. Zhang and M.S. Kankanhalli, Temporal Encoded F-formation System for Social Interaction Detection, ACM International Conference on Multimedia (ACM MM 2013), Barcelona, Oct 2013 (Acceptance Rate: ~20%).
D. Yang, D. Zhang, Z. Yu and Z. Wang, A Sentiment-enhanced Personalized Location Recommendation System, In Proceeding of the 24th ACM Conference on Hypertext and Social Media (HT 2013), 1-3 May, 2013, Paris, France. (Acceptance Rate: ~16.6%) [Paper] [Dataset]
C. Chen, D. Zhang, Z.-H. Zhou, N. Li, T. Atmaca and S. Li, B-Planner: Night Bus Route Planning using Large-scale Taxi GPS Traces, In Proceedings of PerCom'13, San Diego, USA (Acceptance Rate: ~10.6%)
Haoyi Xiong, Daqing Zhang, Daqiang Zhang and Vincent Gauthier, “Predicting Mobile Phone User Locations by Exploiting Collective Behavioral Patterns”, In Proceedings of the 9th IEEE Conference on Ubiquitous Intelligence and Computing (UIC 2012), Fukuoka, Japan, Sept. 2012. (Best Paper Award, Acceptance rate 25%)
Pablo Castro, Daqing Zhang, Shijian Li, "Urban Traffic Modelling and Prediction using Large Scale Taxi GPS Traces", In Proceedings of 10th International Conference on Pervasive Computing (Pervasive 2012). Newcastle, UK. June 2012 (Acceptance Rate: ~19%)
... Full List
Recent Publications by Topics
Social and community intelligence
Bin Guo, Daqing Zhang, Zhiwen Yu, Yunji Liang, Zhu Wang, Xingshe Zhou. "From the Internet of Things to Embedded Intelligence", World Wide Web Journal (WWWJ), Springer, July, 2013
Daqing Zhang, Zhu Wang, Bin Guo, Zhiwen Yu, “Social and Community Intelligence - Technologies and Trends”, IEEE Software, July/Aug 2012
Daqing Zhang, Bin Guo, Zhiwen Yu: The Emergence of Social and Community Intelligence. IEEE Computer 44(7): 21-28 (2011). [Paper]
Ambient assistive living/ Pervasive elderly care
Qiang Lin, Daqing Zhang, Kay Connelly, Hongbo Ni, Xingshe Zhou, and Zhiwen Yu, Disorientation Detection by Mining GPS Trajectories for Cognitively-impaired Elders,Pervasive and Mobile Computing (PMC), Elsevier Press, 2014.
Qiang Lin, Daqing Zhang, Liming Chen, Hongbo Ni, Xingshe Zhou, “Managing Elders’ Wandering Behavior Using Sensors-based Solutions: A Survey”, International Journal of Gerontolog, 2014.
Daqing Zhang, Matthai Philipose, Qiang Yang: Introduction to the special issue on intelligent systems for activity recognitionACM Transactions on Intelligent Systems and Technology, 2(1): 1 (2011).
Kejun Du, Daqing Zhang, Xingshe Zhou, Mossaab Hariz: Handling conflicts of context-aware reminding system in sensorised homeCluster Computing 14(1): 81-89 (2011).
Feng Zhou, Jianxin Jiao, Songlin Chen, Daqing Zhang: A Case-Driven Ambient Intelligence System for Elderly in-Home Assistance Applications. IEEE Transactions on Systems, Man, and Cybernetics, Part C 41(2): 179-189 (2011)
Lei Tang, Xingshe Zhou, Zhiwen Yu, Yunji Liang, Daqing Zhang, Hongbo Ni,“MHS: A Multimedia System for Improving Medication Adherence in Elderly Care”, IEEE Systems Journal, 2011
Taxi GPS trajectory mining
Chao Chen, Daqing Zhang, Bin Guo, Xiaojuan Ma, Gang Pan, Zhaohui Wu, TRIPPLANNER: Personalized Trip Planning Leveraging Heterogeneous Crowdsourced Digital Footprints, IEEE Transactions on Intelligent Transportation Systems, 2014
D. Zhang, L. Sun, B. Li, C. Chen, G. Pan, S. Li and Z. Wu. Understanding Taxi Service Strategies from Taxi GPS Traces. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2014.
C. Chen, D. Zhang, P.S. Castro, N. Li, L. Sun, S. Li and Z. Wang  iBOAT: Isolation-based Online Anomalous Trajectory Detection. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2013.
Gang Pan, Guande Qi, Zhaohui Wu, Daqing Zhang, Shijian Li, "Land-use Classification Using Taxi GPS Traces", IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2013
C. Chen, D. Zhang, Z.-H. Zhou, N. Li, T. Atmaca and S. Li, B-Planner: Night Bus Route Planning using Large-scale Taxi GPS Traces, In Proceedings of PerCom'13, San Diego, USA (Acceptance Rate: ~10.6%)
P.S. Castro, D. Zhang, C. Chen, S. Li and G. Pan, From Taxi GPS Traces to Social and Community Dynamics: A Survey, ACM Computing Surveys (CSUR), accepted, 2013. [Paper]
Pablo Castro, Daqing Zhang, Shijian Li, "Urban Traffic Modelling and Prediction using Large Scale Taxi GPS Traces", In Proceedings of 10th International Conference on Pervasive Computing (Pervasive 2012). Newcastle, UK. June 2012 (Acceptance Rate: ~19%)
Bin Li, Daqing Zhang, Lin Sun, Chao Chen, Shijian Li, Guande Qi, Qiang Yang: Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset. PerCom Workshops 2011: 63-68. (Featured by IEEE Spectrum) [paper]
Daqing Zhang, Nan Li, Zhi-hua Zhou, Chao Chen. iBAT: Detecting Anomalous Taxi Trajectories from GPS Traces, In Proceeding of the 13th ACM International Conference on Ubiquitous Computing (UbiComp'11), Beijing, China, 2011. [Paper] (Acceptance Rate: ~16%)
LBSN (Foursquare) data analytics [Dataset available here]
Zhiyong Yu, Daqing Zhang, Zhiwen Yu, Dingqi Yang. Participant Selection for Offline Event Marketing Leveraging Location Based Social Networks. IEEE Trans. on Systems, Man, and Cybernetics: Systems (TSMC), 2014.
Dingqi Yang, Daqing Zhang, Zhiyong Yu, Zhiwen Yu, Djamal Zeghlache. SESAME: Mining User Digital Footprints for Fine-Grained Preference-Aware Social Media Search. ACM Trans. on Internet Technology, (TOIT) 2014.  [Dataset]
Dingqi Yang, Daqing Zhang, Vincent W. Zheng, Zhiyong Yu. Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs.IEEE Trans. On Systems, Man, and Cybernetics: Systems (TSMC), 2014.  [Dataset]
Z. Wang, D. Zhang, X. Zhou, D. Yang, Z.Y. Yu, and Z.W. Yu. Discovering and Profiling Overlapping Communities in Location Based Social NetworksIEEE Trans. On Systems, Man, and Cybernetics: Systems (TSMC), 2014.
Y. Zhao, Q. Chen, S. Yan, D. Zhang, T.​S. Chua. Detecting Overlapping and Profilable Communities with User​-generated Social Media Contents in LBSNs, ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), accepted, 2013
D. Yang, D. Zhang, Z. Yu and Z. Wang, A Sentiment-enhanced Personalized Location Recommendation System, In Proceeding of the 24th ACM Conference on Hypertext and Social Media (HT 2013), 1-3 May, 2013, Paris, France. (Acceptance Rate: ~16.6%) [Paper] [Dataset]
D. Yang, D. Zhang, ZY. Yu and  ZW. Yu, Fine-Grained Preference-Aware Location Search Leveraging Crowdsourced Digital Footprints from LBSNs, in Proceeding of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2013), September 8-12, 2013, in Zurich, Switzerland (Acceptance Rate: ~17.7%) [Paper] [Dataset]
Mobile Computing
Haoyi Xiong, Daqing Zhang, Leye Wang, Hakima Chaouchi, EMC3: Energy-efficient Data Transfer in Mobile Crowdsensing under Full Coverage Constraint, IEEE Transactions on Mobile Computing, 2014
Haoyi Xiong, Daqing Zhang, Leye Wang, J.Paul Gibson, Jie Zhu, EEMC: Enabling Energy-Efficient Mobile Crowdsensing with Anonymous Participants, ACM Transactions on Intelligent Systems and Technology (TIST), 2014
Daqing Zhang, Haoyi Xiong, Leye Wang and Guanling Chen, CrowdRecruiter: Selecting Participants for Piggyback CrowdSensing under Probabilistic Coverage Constraint, in Proceeding of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2014), September 13-17, 2014, Seattle, USA (Acceptance Rate: ~13.7%)
Daqing Zhang, Leye Wang, Haoyi Xiong and Bin Guo. 4W1H in Mobile Crowd Sensing. IEEE Communications Magazine, 2014
Daqiang Zhang, Daqing Zhang, Haoyi Xiong, Laurence T. Yang and Vincent Gauthier, "NextCell: Predicting Location Using Social Interplay from Cell Phone Traces", IEEE Transactions on Computers, Accepted, 2013
Vaskar Raychoudhury, Ajay D. Kshemkalyani, Daqing Zhang, Jiannong Cao,“Automatic Event Scheduling in Mobile Social Network Communities”, IEEE Transactions on Parallel and Distributed Systems, accepted, 2013
Alvin Chin and Daqing Zhang (editors). Mobile Social Networking: An Innovative Approach, Springer, 2013.
Haoyi Xiong, Daqing Zhang, Daqiang Zhang and Vincent Gauthier, “Predicting Mobile Phone User Locations by Exploiting Collective Behavioral Patterns”, In Proceedings of the 9th IEEE Conference on Ubiquitous Intelligence and Computing (UIC 2012), Fukuoka, Japan, Sept. 2012. pp . (Best Paper Award, Acceptance rate 25%)
Daqing Zhang, Zhu Wang, et al., A Dynamic Community Creation Mechanism in Opportunistic Mobile Social Networks, In Proceeding of the 3rd International Conference on Social Computing (SocialCom'11). [Paper]
Lin Sun, Daqing Zhang, Bin Li, Bin Guo, Shijian Li: Activity Recognition on an Accelerometer Embedded Mobile Phone with Varying Positions and Orientations. In Proceedings of the 9th IEEE Conference on Ubiquitous Intelligence and Computing (UIC 2010) 548-562.[paper]
中文邀稿
张大庆, 陈 超 , 杨丁奇 , 熊昊一. 从数字脚印到城市计算,中国计算机学会通讯,Vol. 9 No. 8, 2013, pp. 17-24 [PDF].
齐观德, 潘纲, 李石坚, 张大庆. 当出租车轨迹挖掘遇见智能交通, 中国计算机学会通讯,Vol. 9 No. 8, 2013, pp. 30-36 [PDF].
郭斌, 张大庆, 於志文, 周兴社. 数字脚印与“社群智能”,中国计算机学会通讯,Vol. 7 No. 3, 2011, pp. 53-60 [PDF].
郭斌, 於志文,张大庆, 周兴社. 机会物联--兼谈物联网的社会性,中国计算机学会通讯,Vol. 7 No. 12, 2011, pp. 52-56 [PDF].