王柱


的个人主页 http://teacher.nwpu.edu.cn/wangzhu

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基本信息 The basic information

王柱

计算机学院

博士研究生毕业

工学博士

副教授

计算机科学与技术-计算机应用技术

教育经历 Education Experience

2010.11-2012.04     法国国立电信学院         计算机科学与技术            CSC联合培养博士研究生

2008.09-2013.11     西北工业大学                计算机应用技术               博士研究生

2006.09-2008.07     西北工业大学                计算机应用技术               硕士研究生

2002.09-2006.07     西北工业大学                计算机科学与技术           本科生

科学研究 Scientific Research

创新特区课题,“XXX特征的深化分析2019.10-2020.12,负责

创新特区课题,“XXX特征提取与融合技术研究2018.9-2019.8,负责

国家重点研发计划子课题,基于多模传感的健康监测与评估技术研究2016.7-2020.6,负责

国家自然科学基金国际合作重点项目,跨空间用户行为数据处理关键问题研究2020.1-2024.12,参与

国家自然科学基金青年项目,多模态异构移动社会网络社区发现研究2015.1-2017.12 ,负责

陕西省创新人才推进计划-青年科技新星项目,面向人体健康状态评估的多维健康语义识别方法研究 ”2018.1-2019.12,负责

陕西省自然科学基础研究计划青年项目,面向移动社会网络的重叠式社区发现方法研究2015.1-2016.12,负责

西北工业大学基础研究基金,基于持续计算的老年人健康评估模型与促进方法研究2014.5-2016.4,负责

国家重点基础研究发展计划(973课题),面向城市大数据的三元空间协同感知方法2015.1-2019.12,参与

国家自然科学基金重点项目,面向老年人健康的非干预式感知与持续计算研究2014.1-2018.12,参与

欧盟第七框架计划项目(EU FP7),“SOCIETIES-基于自组织网络的智能社区交互空间研究2010.10-2012.4,参与

国家高技术研究发展计划重点项目(863计划),普适计算软硬件关键技术2009.1-2010.10,参与

学术成果 Academic Achievements

期刊文章

1.     Z Wang, ZW Yu, B Zhao, B Guo, C Chen, and ZY Yu. EmotionSense: An Adaptive Emotion Recognition System Based on Wearable Smart Devices. ACM Transactions on Computing for Healthcare, 2020.

2.     Z Wang, Z Yu, R Fan, and B Guo. Correcting Biases in Online Social Media Data Based on Target Distributions in the Physical World. IEEE Access 8, 15256-15264, 2020.

3.     C Chen, Y Ding, X Xie, S Zhang, Z Wang, L Feng. TrajCompressor: an online map-matching-based trajectory compression framework leveraging vehicle heading direction and change. IEEE Transactions on Intelligent Transportation Systems, 2020.

4.     C Chen, Z Wang, and D Zhang. Sending More with Less: Crowdsourcing Integrated Transportation as a New Form of Citywide Passenger-Package Delivery System. IT Professional 22 (1), 56-62, 2020.

5.     C Chen, L Gao, X Xie, and Z Wang. Enjoy the most beautiful scene now: a memetic algorithm to solve two-fold time-dependent arc orienteering problem. Frontiers of Computer Science 14 (2), 364-377, 2020.

6.     Z Wang, X Lou, Z Yu, B Guo, and X Zhou. Enabling non-invasive and real-time human-machine interactions based on wireless sensing and fog computing. Personal and Ubiquitous Computing 23 (1), 29-41, 2019.

7.     C Chen, Y Ding, Z Wang, J Zhao, B Guo, and D Zhang. VTracer: When Online Vehicle Trajectory Compression Meets Mobile Edge Computing. IEEE Systems Journal, 2019.

8.     F Liu, X Zhou, Z Wang, J Cao, H Wang, and Y Zhang. Unobtrusive mattress-based identification of hypertension by integrating classification and association rule mining. Sensors 19 (7), 1489, 2019.

9.     Z Yu, H Du, F Yi, Z Wang, and B Guo. Ten scientific problems in human behavior understanding. CCF Transactions on Pervasive Computing and Interaction 1 (1), 3-9, 2019.

10.  QC Yu, ZW Yu, Z Wang, XF Wang, and YZ Wang. Overlapping community detection for count-value networks. Human-centric Computing and Information Sciences 9 (1), 41, 2019.

11.  Y Yang, B Guo, Z Wang, M Li, Z Yu, and X Zhou. BehaveSense: Continuous authentication for security-sensitive mobile apps using behavioral biometrics. Ad Hoc Networks 84, 9-18, 2019.

12.  F Liu, X Zhou, Z Wang, H Ni, and T Wang. OSA-weigher: an automated computational framework for identifying obstructive sleep apnea based on event phase segmentation. Journal of Ambient Intelligence and Humanized Computing 10 (5), 1937-1954, 2019.

13.  Zhu Wang, Bin Guo, Zhiwen Yu, and Xingshe Zhou. Wi-Fi CSI based Behavior Recognition: from Signals, Actions to Activities. IEEE Communications Magazine, 2018. (IF: 10.435)

14.  T Xin, B Guo, Z Wang, P Wang, and Z Yu. FreeSense: human-behavior understanding using Wi-Fi signals. Journal of Ambient Intelligence and Humanized Computing 9 (5), 1611-1622, 2018.

15.  Zhiyong Yu, Daqing Zhang, Zhu Wang, Bin Guo, Ioanna Roussaki, Kevin Doolin, and Ethel Claffey. Toward Context-Aware Mobile Social Networks. IEEE Communicasions Magazine, 2018 (IF: 10.435)

16.  Z Yu, F Yi, C Ma, Z Wang, B Guo, and L Chen. Fine-grained Emotion Role Detection Based on Retweet Information. ACM Transactions on Internet Technology (TOIT) 19 (1), 1-23, 2018.

17.  Zhu Wang, Xingshe Zhou, Weichao Zhao, Fan Liu, Hongbo Ni, and Zhiwen Yu. Assessing the Severity of Sleep Apnea Syndrome Based on Ballistocardiogram. Plos One, 12(4): e0175351, 2017 (IF: 2.806)

18.  He Du, Zhiwen Yu, Fei Yi, Zhu Wang, Qi Han, and Bin Guo. Recognition of Group Mobility Level and Group Structure with Mobile Devices. IEEE Transactions on Mobile Computing, 17(4), 884-897, 2018.

19.  Z Yu, H Du, D Xiao, Z Wang, Q Han, and B Guo. Recognition of human computer operations based on keystroke sensing by smartphone microphone. IEEE Internet of Things Journal 5 (2), 1156-1168, 2018.

20.  Yao Jing, Bin Guo, Zhu Wang, Victor On-Kwok Li, Jacqueline C.K. Lam, and Zhiwen Yu, CrowdTracker: Optimized Urban Moving Object Tracking Using Mobile Crowd Sensing. IEEE Internet of Things Journal, 2018. (IF: 7.596)

21.  Chao Chen, Shenle Pan, Zhu Wang, and Ray Y. Zhong. Using Taxis to Collect Citywide E-commerce Reverse Flows: a Crowdsourcing Solution. International Journal of Production Research, Vol. 55, No. 7, 2017, pp. 1833-1844 (IF: 2.325)

22.  Chao Chen, Xia Chen, Leye Wang, Xiaojuan Ma, Zhu Wang, Kai Liu, Bin Guo and Zhen Zhou. Ma-SSR: A Memetic Algorithm for Skyline Scenic Routes Planning Leveraging Heterogeneous User-generated Digital Footprints. IEEE Transactions on Vehicular Technology, Vol. 66, No. 7, 2017, pp. 5723-5736 (IF: 4.066)

23.  Chao Chen, Xia Chen, Zhu Wang, Yasha Wang, and Daqing Zhang. ScenicPlanner: Planning Scenic Travel Routes Leveraging Heterogeneous User-Generated Digital Footprints. Frontiers of Computer Science, Vol. 11, No. 1, 2017, pp. 61-74 (IF: 1.039)

24.  Zhiwen Yu, Miao Tian, Zhu Wang, Bin Guo, and Tao Mei. Shop Type Recommendation Leveraging the Data from Social Media and Location-based Services. ACM Transactions on Knowledge Discovery from Data, Vol. 11, No. 1, July 2016, Article No. 1. (IF: 1.895)

25.  Zhu Wang, Chao Chen, Bin Guo, Zhiwen Yu, and Xingshe Zhou. Internet Plus in China. IEEE IT Professional, Vol. 18, No. 3, June 2016, pp. 5-8. (IF: 1.661)

26.  Chao Chen, Zhu Wang, and Bin Guo. The Road to the Chinese Smart City: Progress, Challenges, and Future Directions. IEEE IT Professional, vol. 18, no. 1, 2016, pp. 14-17 (IF: 1.661).

27.  Zhu Wang, Zhiwen Yu, Xingshe Zhou, and Bin Guo. Towards Context-Aware Mobile Web Browsing. Wireless Personal Communications, 2016 (IF: 0.979).

28.  Bin Guo, Zhu Wang, Zhiwen Yu, Yu Wang, Neil Y. Yen, Runhe Huang, and Xingshe Zhou. Mobile Crowd Sensing and Computing: The Review of an Emerging Human-Powered Sensing Paradigm. ACM Computing Surveys, Vol. 48, No. 1, 2015, Article No. 7. (IF: 6.748)

29.  Zhiwen Yu, Zhu Wang, Huilei He, Jilei Tian, Xinjiang Lu, and Bin Guo. Discovering Information Propagation Patterns in Microblogging Services. ACM Transactions on Knowledge Discovery from Data (TKDD), Vol. 10, No. 1, July 2015, Article No. 7. (IF: 1.147)

30.  Zhu Wang, Daqing Zhang, Xingshe Zhou, Dingqi Yang, Zhiyong Yu, and Zhiwen Yu. Discovering and Profiling Overlapping Communities in Location Based Social Networks. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 44(4): 499-509, 2014. (IF: 2.183)

31.  Zhu Wang, Xingshe Zhou, Daqing Zhang, Dingqi Yang, and Zhiyong Yu. Cross-Domain Community Detection in Heterogeneous Social Networks. Springer/ACM Journal of Personal and Ubiquitous Computing (PUC), 18(2): 369-383, 2014. (IF: 1.133)

32.  Zhu Wang, Xingshe Zhou, Daqing Zhang, Zhiwen Yu, Bin Guo, and Daqiang Zhang. SOCKER: Enhancing Face-to-Face Social Interaction based on Community Creation in Opportunistic Mobile Social Networks. Wireless Personal Communications (WPC), 78(1): 755-783, 2014. (IF: 0.979)

33.  Huang Xu, Zhiwen Yu, Zhu Wang, and Hongbo Ni. SmartMic: A Smartphone-based Meeting Support System. Journal of Supercomputing (JoS), 2014. (Accepted, IF: 0.917)

34.  Bin Guo, Daqing Zhang, Zhu Wang, Zhiwen Yu, and Xingshe Zhou. Opportunistic IoT: Exploring the Harmonious Interaction between Human and the Internet of Things. Journal of Network and Computer Applications (JNCA), 36(6): 1531-1539, 2013. (IF: 1.467)

35.  Bin Guo, Daqing Zhang, Zhiwen Yu, Yunji Liang, Zhu Wang, and Xingshe Zhou. From the Internet of Things to Embedded Intelligence. World Wide Web Journal (WWWJ), 16(4): 399-420, 2013. (IF: 1.196)

36.  Daqing Zhang, Zhu Wang, Bin Guo, and Zhiwen Yu. Social and Community Intelligence: Technologies and Trends. IEEE Software, 29(4): 88-92, 2012 (IF: 1.616)

37.  Zhu Wang, Xingshe Zhou, Zhiwen Yu, Haipeng Wang, and Hongbo Ni. Quantitative Evaluation of Group User Experience in Smart Spaces. Cybernetics and Systems, 41(2): 105-122, 2010 (IF: 1.182)

38.  Zhu Wang, Xingshe Zhou, Haipeng Wang, Hongbo Ni, and Ruijuan Wu. Adaptive Group Navigation in Ubiquitous Computing Environments. Journal of Software, 20(zk): 84-94, 2009 (In Chinese with English Abstract)

会议文章

1.     W Xu, ZW Yu, Z Wang, B Guo, Q Han. AcousticID: Gait-based Human Identification Using Acoustic Signal. In: Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2019), UK, 2019.

2.     F Liu, X Zhou, T Wang, J Cao, Z Wang, H Wang, and Y Zhang. An Attention-based Hybrid LSTM-CNN Model for Arrhythmias Classification. In: Proceedings of the 2019 International Joint Conference on Neural Networks (IJCNN), 2019.

3.     L Wang, C Yang, Z Yu, Y Liu, Z Wang, and B Guo. CrackSense: A CrowdSourcing Based Urban Road Crack Detection System. In: Proceedings of the 16th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2019), UK, 2019.

4.     Q Hu, Z Yu, Z Wang, B Guo, and C Chen. ViHand: Gesture Recognition with Ambient Light. In: Proceedings of the 16th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2019), UK, 2019.

5.     C Chen, Y Liu, C Liao, C Chen, L Feng, Z Wang. Where to Build New Public Toilets? Multi-source Urban Data Tell the Truth. In: Proceedings of the 16th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2019), UK, 2019.

6.     T Xin, B Guo, Z Wang, P Wang, JCK Lam, V Li, Z Yu. Freesense: a robust approach for indoor human detection using Wi-Fi signals. In: Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2018), Singapore, 2018.

7.     Bin Guo, Jing Li, Vincent Zheng, Zhu Wang, and Zhiwen Yu. CityTransfer: Transferring Inter- and Intra-City Knowledge for Chain Store Site Recommendation based on Multi-Source Urban Data. In: Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2018), Singapore, 2018.

8.     X Lou, Z Yu, Z Wang, K Zhang, and B Guo. Gesture-radar: Enabling natural human-computer interactions with radar-based adaptive and robust arm gesture recognition. In: Proceedings of the 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2018), Japan, 2018.

9.     J Xie, Z Wang, Z Yu, and B Guo. Enabling efficient stroke prediction by exploring sleep related features. In: Proceedings of the 15th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2018), China.

10.  B Zhao, Z Wang, Z Yu, and B Guo. EmotionSense: emotion recognition based on wearable wristband. In: Proceedings of the 15th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2018), China.

11.  F Liu, X Zhou, Z Wang, T Wang, and Y Zhang. Identification of hypertension by mining class association rules from multi-dimensional features. The 24th International Conference on Pattern Recognition (ICPR), 3114-3119, 2018.

12.  Yao Jing, Bin Guo, Yan Liu, Zhu Wang, Zhiwen Yu, and Xingshe Zhou. CrowdTracker: Object Tracking Using Mobile Crowd Sensing. In: Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2017), Poster, Hawaii, USA, 2017.

13.  He Du, Zhiwen Yu, Dong Xiao, Zhu Wang, Qi Han, and Bin Guo. Sensing Keyboard Input for Computer Activity Recognition with a Smartphone. In: Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2017), Poster, Hawaii, USA, 2017.

14.  Yang Guo, Bin Guo, Yan Liu, Zhu Wang, Yi Ouyang, and Zhiwen Yu. CrowdSafe: Detecting Extreme Driving Behaviors based on Mobile Crowdsensing. In: Proceedings of the 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2017), August 4-8, 2017, San Francisco, California, USA. (Best paper award)

15.  Pei Wang, Bin Guo, Tong Xin, Zhu Wang, and Zhiwen Yu. TinySense: Multi-User Respiration Detection using Wi-Fi CSI Signals. In: Proceedings of the IEEE 19th International Conference on E-health Networking, Application & Services (HealthCom 2017), 2017.

16.  Zhiwen Yu, Fei Yi, Chao MaBin Guo, and Zhu Wang. Participant Selection for Information Diffusion Based on Topic and Emotion Preference Learning. In: Proceedings of the 2017 IEEE International Conference on Smart Computing (SMARTCOMP 2017), 2017. 

17.  Jing Li, Bin Guo, Zhu Wang, Mingyang Li, and Zhiwen Yu. Where to Place the Next Outlet? Harnessing Cross-Space Urban Data for Multi-Scale Chain Store Recommendation. In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), Poster, 2016.

18.  Chao Ma, Zhiwen Yu, Fei Yi, Zhu Wang, Qingyang Li, and Bin Guo. Investigating collaboration evolution in UbiComp research. In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), Poster, 2016. 

19.  He Du, Zhiwen Yu, Fei Yi, Zhu Wang, Qi Han, and Bin Guo. Group Mobility Classification and Structure Recognition Using Mobile Devices. In: Proceedings of the 14th IEEE International Conference on Pervasive Computing and Communications (PerCom 2016), March 14-18, 2016, Sydney, Australia.

20.  Tong Xin, Bin Guo, Zhu Wang, Mingyang Li, and Zhiwen Yu. FreeSense: Indoor Human Identification with WiFi Signals. In: Proceedings of the 2016 IEEE Global Communications (GLOBECOM 2016), December 4-8, 2016, Washington, DC, USA.

21.  Fan Liu, Xingshe Zhou, Zhu Wang, Tianben Wang, Hongbo Ni, and Jun Yang. Identifying Obstructive Sleep Apnea by Exploiting Fine-Grained BCG Features Based on Event Phase Segmentation. In: Proceedings of the 16th annual IEEE International Conference on Bioinformatics and Bioengineering (BIBE 2016), 2016.

22.  Fan Liu, Xingshe Zhou, Zhu Wang, Tianben Wang, and Hongbo Ni. A light-weight data preprocessing and integrative scheduling framework for health monitoring. In: Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI 2016), 2016.

23.  Zhi Wang, Bin Guo, Zhiwen Yu, Wenle Wu, Jiafan Zhang, Zhu Wang, and Huihui Chen. PublicSense: A Crowd Sensing Platform for Public Facility Management in Smart Cities. In: Proceedings of the 2016 IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2016), 2016.

24.  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: Proceedings of the 17th ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), Osaka, Japan, 2015.

25.  Tianben Wang, Daqing Zhang, Zhu Wang Jiangbo Jia, Hongbo Ni and Xingshe Zhou. Recognizing Gait Pattern of Parkinson’s Disease Patients Based on Fine-Grained Movement Function Features. In: Proceedings of the 12th IEEE Conference on Ubiquitous Intelligence and Computing (UIC 2015), Beijing, China, 2015. (Best Paper Award)

26.  Hongbo Ni, Tingzhi Zhao, Xingshe Zhou, Zhu Wang, Lei Chen, and Jun Yang. Analyzing Sleep Stages in Home Environment Based on Ballistocardiography. In: Proceedings of the International Conference on Health Information Science (HIS 2015), 2015.

27.  Rong Du, Zhiwen Yu, Tao Mei, Zhitao Wang, Zhu Wang, and Bin Guo. Predicting Activity Attendance in Event-Based Social Networks: Content, Context and Social Influence. In: Proceedings of the 16th ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2014), Seattle, USA, 2014

28.  Bin Guo, Huihui Chen, Zhiwen Yu, Xing Xie, Shenlong Huangfu, and Zhu Wang. FlierMeet: Cross-Space Public Information Reposting with Mobile Crowd Sensing. In: Proceedings of the 16th ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2014), poster, Seattle, USA, 2014

29.  Hui Luo, Bin Guo, Zhiwen Yu, Zhu Wang, and Yun Feng. Friendship Prediction Based on the Fusion of Topology and Geographical Features in LBSN. In: Proceedings of the 11th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing (EUC 2013), Zhangjiajie, China, 2013

30.  Dingqi Yang, Daqing Zhang, Zhiyong Yu, and Zhu Wang. A Sentiment-enhanced Personalized Location Recommendation System. In: Proceedings of the 24th ACM Conference on Hypertext and Social Media (HT 2013), Paris. France, 2013

31.  Zhu Wang, Daqing Zhang, Dingqi Yang, Zhiyong Yu, and Xingshe Zhou. Detecting Overlapping Communities in Location-Based Social Networks. In: Proceedings of the 4th International Conference on Social Informatics (SocInfo 2012), Lausanne, Switzerland, 2012

32.  Zhu Wang, Daqing Zhang, Dingqi Yang, Zhiyong Yu, Xingshe Zhou, and Zhiwen Yu. Investigating City Characteristics based on Community Profiling in LBSNs. In: Proceedings of the 2nd International Conference on Social Computing and its Applications (SCA 2012), Xiangtan, China, 2012.

33.  Daqing Zhang, Zhu Wang, Bin Guo, Xingshe Zhou, and Vaskar Raychoudhury. A Dynamic Community Creation Mechanism in Opportunistic Mobile Social Networks. In: Proceedings of the 3rd IEEE International Conference on Social Computing (SocialCom 2011), Boston, US, 2011.

34.  Bin Guo, Daqing Zhang, and Zhu Wang. Living in a World of Smart Objects: The Emergence of Smart Thing Intelligence. In: Proceedings of the 2011 IEEE International Conference on Cyber, Physical, and Social Computing (CPSCom 2011), Dalian, China, 2011.

35.  Zhu Wang, Xingshe Zhou, Zhiwen Yu, Yanbin He, and Daqing Zhang. Inferring User Search Intention Based on Situation Analysis of the Physical World. In: Proceedings of the 7th International Conference on Ubiquitous Intelligence and Computing (UIC 2010), Xi'an, China, 2010.

36.  Zhu Wang, Xingshe Zhou, Haipeng Wang, Hongbo Ni, and Ruijuan Wu. A Quantitative Evaluation Model of Group User Experience. In: Proceedings of the IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application (PACIIA 2008), Wuhan, China, 2008.

专著(章节)

1.     Z Yu, and Z Wang. Human Behavior Analysis: Sensing and Understanding. Springer, 2020.

2.     Zhu Wang, Xingshe Zhou, Daqing Zhang, Bin Guo, and Zhiwen Yu. Community Detection and Profiling in Location-based Social Networks. Creating Personal, Social, and Urban Awareness through Pervasive Computing, IGI Global, 158-175, 2013

3.     Bin Guo, Yunji Liang, Zhu Wang, Zhiwen Yu, Daqing Zhang, and Xingshe Zhou. Towards Personal, Social and Urban Awareness. Creating Personal, Social, and Urban Awareness through Pervasive Computing, IGI Global, 1-21, 2013

4.     Daqing Zhang, Zhiyong Yu, Bin Guo, and Zhu Wang. Exploiting Personal and Community Context in Mobile Social Networks. Mobile Social Networking: An Innovative Approach, Springer Verlag, 109-138, 2013