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大庆 教授

张 大庆, 教授

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Biography:

 

张大庆,北京大学讲座教授,国家“千人计划”学者,中国计算机协会普适计算专委会副主任。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、法国科学院一级终身教授,新加坡资讯通讯研究院智能家庭实验室创建主任,情境感知系统部创建主任。主要研究领域包括普适计算、移动计算、城市计算等。在相关国际期刊、会议发表学术论文200余篇,论著5本,文章总引用11400余次(H因子47),单篇最高它引次数超过1400 (根据Google Scholar) 。所创的情境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,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奖”。近年来在群智感知、无线感知和感知数据分析等新兴研究方向工作,先后获得CCF推荐的全部4个普适计算国际会议的最佳论文或提名奖,包括CCF A类会议ACM UbiComp 2015、2016 的最佳论文提名奖。张大庆教授是国际期刊IEEE Pervasive Computing,ACM IMWUT,ACM Transactions on Intelligent Systems and Technology、IEEE Transactions on Big Data 的编委, 担任过10多个国际会议的大会或程序委员会主席,应邀在20多个国际会议做大会特邀报告。

Awards and Recognitions


Ten Years CoMoRea Impact Paper Award, “Ontology Based Context Modeling and Reasoning using OWL” , IEEE PerCom 2013, San Diego, USA

Best Paper Runner-up Award, “Mining Spatial-temporal Correlation of Sensory Data for Estimating Traffic Volumes on Highways”, MobiQuitous 2017, Melbourne, Australia

Honorable Mention Award, "Dynamic Cluster-based Over-demand Prediction in Bike Sharing Systems", ACM UbiComp 2016, Heidelberg, Germany

Honorable Mention Award, "Bike-Share Station Placement Leveraging Heterogeneous Urban Open Data", ACM UbiComp 2015, Osaka, Japan

Best Paper Award, "Recognizing Gait Pattern of Parkinson’s Disease Patients Based on Fine-Grained Movement Function Features", IEEE UIC 2015, Aug 10-14, 2015, Beijing, China

Best Paper Award, "How Long a Passenger Waits for a Vacant Taxi? - Large-scale Taxi Trace Mining for Smart Cities", IEEE CPSCom 2013, Beijing, China, August 20-23, 2013.

Best Paper Award, “Predicting Mobile Phone User Locations by Exploiting Collective Behavioral Patterns”, IEEE UIC 2012, Fukuoka, Japan.

Best Paper Runner-up Award, “Real-time Detection of Anomalous Taxi Trajectories from GPS Traces”, MobiQuitous 2011, Copenhagen, Denmark

 

Selected Publications

 

2018

Leye Wang, Daqing Zhang, Dingqi Yang, Animesh Pathak, Chao Chen, Xiao Han, Haoyi Xiong, Yasha Wang. SPACE-TA: Cost-Effective Task Allocation Exploiting Intradata and Interdata Correlations in Sparse Crowdsensing.ACM Transactions on Intelligent Systems and Technology (TIST), 9(2): 20:1-20:28 (2018).

2017

Daqing Zhang, Hao Wang, Dan Wu. Toward Centimeter-Scale Human Activity Sensing with Wi-Fi Signals.IEEE Computer, 50(1): 48-57 (2017) (Cover Feature).

Bin Guo, Huihui Chen, Qi Han, Zhiwen Yu, Daqing Zhang, Yu Wang. Worker-Contributed Data Utility Measurement for Visual Crowdsensing Systems.IEEE Transactions on Mobile Computing (TMC), 16(8): 2379-2391 (2017).

Hao Wang, Daqing Zhang, Yasha Wang, Junyi Ma, Yuxiang Wang, Shengjie Li. RT-Fall: A Real-time and Contactless Fall Detection System with Commodity WiFi Devices. IEEE Transactions on Mobile Computing (TMC), 16(2): 511-526 (2017).

Chao Chen, Daqing Zhang, Xiaojuan Ma, Bin Guo, Leye Wang, Yasha Wang and Edwin Sha. CrowdDeliver: Planning City-wide Package Delivery Paths Leveraging the Crowds of Taxis. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 18(6): 1478-1496 (2017), (Featured by IEEE Spectrum).

Longbiao Chen, Jeremie Jakubowicz, Dingqi Yang, Zhaohui Wu, Daqing Zhang, Gang Pan. Fine-Grained Urban Event Detection and Characterization Based on Tensor Co-Factorization.IEEE Transactions on Human-Machine Systems (THMS), 47(3): 380-391 (2017).

Leye Wang, Daqing Zhang, Haoyi Xiong, J. Paul Gibson, Chao Chen, Bing Xie. ecoSense: Minimize Participants’ Total 3G Data Cost in Mobile Crowdsensing Using Opportunistic Relays. IEEE Trans. on Systems, Man, and Cybernetics: Systems (TSMC), 2017.

Haoyi Xiong, Daqing Zhang, Zhishan Guo, Guanling Chen, Laura E. Barnes. Near-Optimal Incentive Allocation for Piggyback Crowdsensing.IEEE Communications Magazine, 55(6): 120-125 (2017).

Zhiyong Yu, Daqing Zhang, Zhu Wang, Bin Guo, Ioanna Roussaki, Kevin Doolin, Ethel Claffey. Toward Context-Aware Mobile Social Networks.IEEE Communications Magazine, 55(10): 168-175 (2017).

Dan Wu, Daqing Zhang, Chenren Xu, Hao Wang, Xiang Li. Device-Free WiFi Human Sensing: From Pattern-Based to Model-Based Approaches.IEEE Communications Magazine, 55(10): 91-97 (2017).

Bin Guo, Huihui Chen, Zhiwen Yu, Wenqian Nan, Xing Xie, Daqing Zhang, Xingshe Zhou. TaskMe: Toward a dynamic and quality-enhanced incentive mechanism for mobile crowd sensing.International Journal of Human-Computer Studies, 102: 14-26 (2017).

Tianben Wang, Daqing Zhang, Yuanqing Zheng, Tao Gu, Xingshe Zhou, Bernadette Dorizzi. C-FMCW Based Contactless Respiration Detection Using Acoustic Signal.The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp 2017) , 1(4): 170:1-170:20 (2017)

Longbiao Chen, Xiaoliang Fan, Leye Wang, Daqing Zhang, Zhiyong Yu, Jonathan Li, Thi Mai Trang Nguyen, Gang Pan, Cheng Wang. RADAR: Road Obstacle Identification for Disaster Response Leveraging Cross-Domain Urban Data.The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp 2017) , 1(4): 130:1-130:23 (2017)

Xiang Li, Daqing Zhang, Qin Lv, Jie Xiong, Shengjie Li, Yue Zhang, Hong Mei. IndoTrack: Device-Free Indoor Human Tracking with Commodity Wi-Fi.The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp 2017) , 1(3): 72:1-72:22 (2017).

Leye Wang, Dingqi Yang, Xiao Han, Tianben Wang, Daqing Zhang, Xiaojuan Ma. Location Privacy-Preserving Task Allocation for Mobile Crowdsensing with Differential Geo-Obfuscation, 26th International World Wide Web Conference, (WWW 2017) Apr. 2017, Perth, Australia

Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang, Yuanduo He, Liantao Ma. PSAllocator: Multi-Task Allocation for Participatory Sensing with Sensing Capability Constraints, in proceedings of the 20th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2017), Feb. 2017, Portland, USA

Zaiyang Tang, Peng Li, Song Guo, Xiaofei Liao, Hai Jin, Daqing Zhang. Selective Traffic Offloading on the Fly: A Machine Learning Approach, the 37th IEEE International Conference on Distributed Computing Systems。 (ICDCS 2017) June 5 – 8, 2017, Atlanta, GA, USA

2016

Haoyi Xiong, Daqing Zhang, Guanling Chen, Leye Wang, Vincent Gauthier, Laura E. Barnes, iCrowd: Near-Optimal Task Allocation for Piggyback Crowdsensing, IEEE Transactions on Mobile Computing (TMC),15(8): 2010-2022 (2016).

Longbiao Chen, Daqing Zhang, Xiaojuan Ma, Leye Wang, Shijian Li, Zhaohui Wu, Gang Pan, Container Port Performance Measurement and Comparison Leveraging Ship GPS Traces and Maritime Open Data, IEEE Transactions on Intelligent Transportation Systems (T-ITS),17(5): 1227-1242 (2016).

Leye Wang, Daqing Zhang, Zhixian Yan, Haoyi Xiong, Bing Xie. effSense: A Novel Mobile Crowd-Sensing Framework for Energy-Efficient and Cost-Effective Data Uploading. IEEE Trans. on Systems, Man, and Cybernetics: Systems (TSMC), 46(4): 445-458 (2016).

Tianben Wang, Daqing Zhang, Xingshe Zhou, Xin Qi, Hongbo Ni, Haipeng Wang, Gang Zhou. Mining Personal Frequent Routes via Road Corner Detection. IEEE Trans. on Systems, Man, and Cybernetics: Systems (TSMC), 46(4): 445-458 (2016).

Tianben Wang, Zhu Wang, Daqing Zhang, Tao Gu, Hongbo Ni, Jiangbo Jia, Xingshe Zhou, Jing Lv. Recognizing Parkinsonian Gait Pattern by Exploiting Fine-grained Movement Function Features. ACM Transactions on Intelligent Systems and Technology (TIST), 8(1): 6:1-6:22 (2016).

Dingqi Yang, Daqing Zhang, Bingqing Qu. Participatory Cultural Mapping Based on Collective Behavior Data in Location Based Social Networks. ACM Transactions on Intelligent Systems and Technology (TIST), 7(3):30 (2016)

Leye Wang, Daqing Zhang, Yasha Wang, Chao Chen, Xiao Han, Abdallah Mhamed. Sparse mobile crowdsensing: challenges and opportunities.IEEE Communications Magazine, 54(7): 161-167 (2016).

Bin Guo, Chao Chen, Daqing Zhang, Zhiwen Yu, Alvin Chin. Mobile crowd sensing and computing: when participatory sensing meets participatory social media. IEEE Communications Magazine, 54(2): 131-137 (2016).

Longbiao Chen, Daqing Zhang, Leye Wang, Dingqi Yang, Xiaojuan Ma, Zhaohui Wu, Gang Pan, Jeremie Jakubowicz. Dynamic Cluster-based Over-demand Prediction in Bike Sharing Systems, in proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), September 12-16, 2016, Heidelberg, Germany.(Honorable Mention Award)

Dingqi Yang, Daqing Zhang, Bingqing Qu, Philippe Cudré-Mauroux. PrivCheck: Privacy-Preserving Check-in Data Publishing for Personalized Location Based Services, in Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), September 12-16, 2016, Heidelberg, Germany.

Yan Liu, Bin Guo, Yang Wang, Wenle Wu, Zhiwen Yu, Daqing Zhang. TaskMe: Multi-Task Allocation in Mobile Crowd Sensing, in proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), September 12-16, 2016, Heidelberg, Germany.

Xiang Li, Shengjie Li, Daqing Zhang, Jie Xiong, Yasha Wang, Hong Mei. Dynamic-MUSIC: Accurate Device-Free Indoor Localization, in proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), September 12-16, 2016, Heidelberg, Germany.

Dan Wu, Daqing Zhang, Chenren Xu, Yasha Wang, Hao Wang. WiDir: Walking Direction Estimation Using Wireless Signals, in proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), September 12-16, 2016, Heidelberg, Germany.

Hao Wang, Daqing Zhang, Junyi Ma, Yasha Wang, Yuxiang Wang, Dan Wu, Tao Gu, Bing Xie. Human Respiration Detection with Commodity WiFi Devices: Do User Location and Body Orientation Matter?, in proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), September 12-16, 2016, Heidelberg, Germany.

Leye Wang, Daqing Zhang, Dingqi Yang, Brian Y. Lim, Xiaojuan Ma. Differential Location Privacy for Sparse Mobile Crowdsensing, in proceedings of the 2016 IEEE International Conference on Data Mining (ICDM 2016), Dec. 2016, Barcelona, Spain

2015

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 (TC)64(2): 452-463 (2015)

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 (TMC), 14(10): 2020-2033 (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 (TMC), 14(7): 1355-1368 (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),16(1): 123-135 (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 (T-ITS), 16(3): 1259-1273 (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 (TSMC)45(1): 129-142 (2015). [Paper[Dataset]

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), 45(6): 853-864 (2015).

Bin Guo, Alvin Chin, Zhiwen Yu, Runhe Huang, Daqing Zhang:An Introduction to the Special Issue on Participatory Sensing and Crowd Intelligence.ACM Transactions on Intelligent Systems and Technology (TIST), 6(3): 36 (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), 6(3): 39 (2015)

Longbiao Chen, Daqing Zhang, Gang Pan, Xiaojuan Ma, Dingqi Yang, Wangsheng Zhang, Kostadin Kushlev and Shijian Li, Bike-Share Station Placement Leveraging Heterogeneous Urban Open Data, in Proceeding of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), Sept 7-11, 2015, Osaka, Japan. (Honorable Mention Award)

Zhiwen Yu, Rong Du, Bin Guo, Huang Xu, Tao Gu, Zhu Wang and Daqing Zhang, Who Should I Invite for My Party? Combining User Preference and Influence Maximization for Social Events, in Proceeding of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), Sept 7-11, 2015, Osaka, Japan.

Leye Wang, Daqing Zhang, Animesh Pathak, Chao Chen, Haoyi Xiong, Dingqi Yang and Yasha Wang, CCS-TA: Quality-Guaranteed Online Task Allocation in Compressive Crowdsensing, in Proceeding of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), Sept 7-11, 2015, Osaka, Japan.

Haoyi Xiong, Daqing Zhang,Guanling Chen, Leye Wang and Vincent Gauthier, CrowdTasker: Maximizing Coverage Quality in Piggyback Crowdsensing under Budget Constraint, in Proceeding of the 13th IEEE International Conference on Pervasive Computing and Communications (PerCom 2015), March 23-27, 2015, St. Louis, USA.