ALPS: Ambient Intelligence and Pervasive System Group

Dr. Daqing ZHANG has been a full professor in Département Réseaux et Services Multimédia Mobiles at Télécom SudPais and CNRS, France, since 2007. He initiated and led the research in Smart Home, Healthcare/Elderly care and context-aware computing from 2000 to 2007 at the Institute for Infocomm Research (I2R), Singapore. He was the founding head of Connected Home Lab (2003-2004), the founding head of Context-Aware Systems Department (2004-2006) and the founding head of IMACA group (2006-2007) at I2R, Singapore. He has served as general chair/program chair for 17 international conferences/workshops and given 25 keynote talks in various international events. He is the associate editor in 3 international journals including IEEE Pervasive Computing, Proceedings of ACM IMWUT and ACM TIST. He also served in the technical committee for top ubiquitous computing conferences such as UbiComp, Pervasive, PerCom, etc..

Daqing's research interests include context-aware computing, mobile computing, big data analytics, ambient assistive living and urban computing. He has published over 280 papers in referred journals, conferences and books, where his work on context model and middleware is widely accepted by pervasive computing, mobile computing, networking and service-oriented computing communities. His research work got over 14,000 citations with H-index of 58 (according to Google Scholar as of Nov. 2018). He is the winner of the Ten Years CoMoRea Impact Paper Award at IEEE PerCom 2013, the Honorable Mention Award at ACM UbiComp 2015 and 2016, the Best Paper Award at IEEE UIC 2015 and 2012 and the Best Paper Runner Up Award at Mobiquitous 2017 and 2011. All Daqing's research has been motivated by practical applications in digital cities, smart home and elderly care.

In recent years, he has been exploring new areas such as "Social and Community Intelligence (SCI)", "Mobile Crowd Sensing (MCS)" and "Contactless Sensing" which aim to push context-aware computing to new frontiers.

Daqing Zhang is a Fellow of IEEE, he obtained his Ph.D. from University of Rome "La Sapienza", Italy in 1996.

Awards and Recognitions

	Fellow of IEEE, 2019 (IEEE Computer Society)
	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

Professional Leadership and Services

*Editorship*
	Associate Editor, IEEE Pervasive Computing
	Associate Editor, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (ACM IMWUT)
	Associate Editor, ACM Transactions on Intelligent Systems and Technology (ACM TIST)
	Associate Editor (2015-2018), IEEE Transactions on Big Data
	Associate Editor (2010-2018), Journal of Ambient Intelligence and Humanized Computing (Springer)

*Conference Chairs*
17	General Chair, The 8th IEEE International Symposium on Cloud and Service Computing (IEEE SC2 2018), Paris, France, November, 2018
16	General Chair, The 1st International Workshop on Wireless Sensing Technology (WST 2017), in association with the IEEE ICPADS 2017, Shenzhen, China ,15-17 December 2017
15	Program Chair, The 12th China Pervasive Computing Conference (PCC 2016), Shanghai, China,26-28 Aug. 2016
14	General Chair, First Workshop on Benchmarks for Ubiquitous Crowdsourcing: Metrics, Methodologies, and Datasets, in association with the IEEE PERCOM 2016, Sydney, Australia ,14-18 March 2016
13	General Chair, The 2nd International Workshop on Social and Community Intelligence, In Conjunction with PerCom'14, Budapest, Hungary
12	Program Chair, The 2012 IEEE Asia-Pacific Services Computing Conference (APSCC 2012), Guilin China.
11	General co-chair, ACM International Symposium on "Social and Community Intelligence (SCI-11)" at UbiComp 2011, Beijing, China
10	General co-chair, The 7th International Conference on Ubiquitous Intelligence and Computing (UIC 2010), China
9	General co-chair, The 7th International Conference on Autonomic and Trusted Computing (ATC 2010), China
8	Program co-chair, The 6th International Conference on Ubiquitous Intelligence and Computing (UIC 2009), Australia
7	General co-chair, The 7th International Conference on Smart Home and Health Telematics (ICOST 2009), France
6	General co-chair, 2008 International Symposium on Smart Home (SH'08), China
5	General co-chair, the 2nd Int. Workshop on Intel. Syst. and Smart Home (WISH-08), Australia
4	Vice program chair, the 4th Int. Conf. on Ubiquitous Intelligence and Computing, Hong Kong
3	General co-chair, Int. Conf. on Smart Home and Health Telematics (ICOST 2005), Canada
2	General co-chair, Int. Conf. on Smart Home and Health Telematics (ICOST 2004), Singapore
1	Program chair, 1st Int. Conf. on Smart Home and Health Telematics (ICOST 2003), France

*Keynotes and Invited Talks*
25	HOTSALSA, collocated with IEEE INFOCOM 2019, April 2019, Paris, France
24	AITech 2019, April 2019, Qingdao, China
23	CCF Intelligent Health Sensing and Computing Forum 2018, China
22	ICA 2018, Singapore
21	GPC 2018, China
20	CCF Congress Contactless Sensing Forum 2017, China
19	ACM Turing 50th Celebration Conference 2017, China
18	CCF Congress Mobile Crowdsensing Forum 2016, China
17	IIKI 2015, China
16	UIC 2014, Indonesia
15	CoMoRea 2013, U.S.
14	ECML-PKDD 2012, U.K.
13	ICSPCC 2011, China
12	CAPE 2010, Switzerland
11	HHME 2009, China
10	FGCN 2007, Korea
9	e/Home 2006, Germany
8	IADSR 2006, Korea
7	ICT Euro-South Asia 2006, Singapore
6	International Workshop HWRS’ 2005, Korea
5	ICT Euro-South Asia 2005, Singapore
4	pHealth'2004, Belfast, UK
3	Net@Home 2004, France
2	OSGi World Congress 2004, Spain
1	OSGi World Congress 2003, Germany

*Steering/Program Committee Member*
	TPC for UbiComp 2015, PerCom 2014, PerCom 2013, PerCom 2011, SocialCom 2011, UbiComp 2008, Pervasive 2008, PerCom 2008, etc 50 + conf.
	Steering Committee for ICOST, MUE, etc.

Selected Publications

[Google Scholar], [DBLP]

2019

	Lili Chen, Jie Xiong, Xiaojiang Chen, Sunghoon Ivan Lee, Daqing Zhang, Tao Yan, Dingyi Fang. LungTrack: Towards Contactless and Zero Dead-Zone Respiration Monitoring with Commodity RFIDs. The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp 2019), (2019).
	Youwei Zeng, Dan Wu, Jie Xiong, Enze Yi, Ruiyang Gao, Daqing Zhang. FarSense: Pushing the Range Limit of WiFi-based Respiration Sensing with CSI Ratio of Two Antennas. The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp 2019), (2019).
	Chao Chen, Yan Ding, Zhu Wang, Junfeng Zhao, Bin Guo, Daqing Zhang. VTracer: When Online Vehicle Trajectory Compression Meets Mobile Edge Computing. IEEE Systems Journal, (2019).
	Kai Niu, Fusang Zhang, Yuhang Jiang, Jie Xiong, Qin Lv, Youwei Zeng, Daqing Zhang. WiMorse: A Contactless Morse Code Text Input System using Ambient WiFi Signals. IEEE Internet of Things Journal, (2019).
	Wenbin Liu, Yongjian Yang, En Wang, Leye Wang, Djamal Zeghlache, Daqing Zhang. Multi-Dimensional Urban Sensing in Sparse Mobile Crowdsensing. IEEE Access, (2019).
	Wenbin Liu, Leye Wang, En Wang, Yongjian Yang, Djamal Zeghlache, Daqing Zhang. Reinforcement Learning-based Cell Selection in Sparse Mobile Crowdsensing. Computer Networks, (2019).
	Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Xu Ke, Zhiwen Yu, Daqing Zhang, Dah-Ming Chiu. ROD-Revenue: Seeking Strategies Analysis and Revenue Prediction in Ride-on-demand Service Using Multi-source Urban Data. IEEE Transactions on Mobile Computing, (2019).
	Yan Liu, Bin Guo, Nuo Li, Jing Zhang, Jingmin Chen, Daqing Zhang, Yinxiao Liu, Zhiwen Yu, Sizhe Zhang, Lina Yao. DeepStore: An Interaction-aware Wide&Deep Model for Store Site Recommendation with Attentional Spatial Embeddings. IEEE Internet of Things Journal, (2019).
	Fusang Zhang, Kai Niu, Jie Xiong, Beihong Jin, Tao Gu, Yuhang Jiang, Daqing Zhang. Towards a Diffraction-based Sensing Approach on Human Activity Recognition. The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp 2019), (2019).
	Jiangtao Wang, Yasha Wang, Daqing Zhang, Qin Lv, Chao Chen. Crowd-Powered Sensing and Actuation in Smart Cities: Current Issues and Future Directions. IEEE Wireless Communications, (2019).
	Jiangtao Wang, Feng Wang, Yasha Wang, Leye Wang, Zhaopeng Qiu, Daqing Zhang, Bin Guo, Qin Lv. HyTasker: Hybrid Task Allocation in Mobile Crowd Sensing. IEEE Transactions on Mobile Computing, (2019).

2018

	Jiangtao Wang, Yasha Wang, Daqing Zhang, Sumi Helal. Energy Saving Techniques in Mobile Crowd Sensing: Current State and Future Opportunities. IEEE Communications Magazine, 56(5): 164-169 (2018).
	Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu, Daqing Zhang, Dah Ming Chiu. A Simple but Quantifiable Approach to Dynamic Price Prediction in Ride-on-demand Services Leveraging Multi-source Urban Data. The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp 2018), 2(3): 112:1-112:24 (2018).
	Jiangtao Wang, Leye Wang, Yasha Wang, Daqing Zhang, Linghe Kong. Task Allocation in Mobile Crowd Sensing: State-of-the-Art and Future Opportunities. IEEE Internet of Things Journal, (2018).
	Longbiao Chen, Dingqi Yang, Daqing Zhang, Cheng Wang, Jonathan Li, Thi Mai Trang Nguyen. Deep mobile traffic forecast and complementary base station clustering for C-RAN optimization. Journal of Network and Computer Applications (JNCA), (2018).
	Youwei Zeng, Dan Wu, Ruiyang Gao, Tao Gu, Daqing Zhang. FullBreathe: Full Human Respiration Detection Exploiting Complementarity of CSI Phase and Amplitude of WiFi Signals. The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp 2018), 2(3): 148:1-148:19 (2018).
	Xiang Li, Daqing Zhang, Jie Xiong, Yue Zhang, Shengjie Li, Yasha Wang, Hong Mei. Training-Free Human Vitality Monitoring Using Commodity Wi-Fi Devices. The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp 2018), 2(3): 121:1-121:25 (2018).
	Kai Niu, Fusang Zhang, Jie Xiong, Xiang Li, Enze Yi, Daqing Zhang. Boosting fine-grained activity sensing by embracing wireless multipath effects. The Proceedings of the 14th ACM International Conference on emerging Networking EXperiments and Technologies (CoNEXT 2018), (2018).
	Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang, Haoyi Xiong,Chao Chen, Qin Lv, Zhaopeng Qiu. Multi-Task Allocation in Mobile Crowd Sensing with Individual Task Quality Assurance. IEEE Transactions on Mobile Computing (TMC), (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).
	Fusang Zhang, Daqing Zhang, Jie Xiong, Hao Wang, Kai Niu, Beihong Jin, Yuxiang Wang. From Fresnel Diffraction Model to Fine-grained Human Respiration Sensing with Commodity Wi-Fi Devices. The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp 2018), 2(1):53:1--53:23 (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.
	Huihui Chen, Bin Guo, Zhiwen Yu, Qi Han, Daqing Zhang, Xingshe Zhou, Toward Real-time and Cooperative Mobile Visual Sensing and Sharing, in Proceedings of IEEE International Conference on Computer Communications (INFOCOM 2016), 10-15 April 2016, San Francisco, CA, USA.
	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. (AR: 15%)

2014

	Vaskar Raychoudhury, Ajay D. Kshemkalyani, Daqing Zhang, Jiannong Cao,“Automatic Event Scheduling in Mobile Social Network Communities”, IEEE Transactions on Parallel and Distributed Systems (TPDS), 25(11): 2772-2782 (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 (THMS), 44(1): 78-91, 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 Networks. IEEE Trans. On Systems, Man, and Cybernetics: Systems (TSMC), 44(4): 499-509 (2014)
	Daqing Zhang, Leye Wang, Haoyi Xiong and Bin Guo. 4W1H in Mobile Crowd Sensing. IEEE Communications Magazine, 52(8): 42-48 (2014)[Paper]
	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, 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%)

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)
	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)
	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]
	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)
	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]
	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 2013, San Diego, USA (Acceptance Rate: ~10.6%)
	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%)
	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]


	... Full List

Recent Books

	Alvin Chin and Daqing Zhang (editors). Mobile Social Networking: An Innovative Approach, Springer, 2013.
	... Full List

Group Members

[Post-Docs], [PhD Candidates], [Alumni]