王亮


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

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基本信息 The basic information

王亮

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

工作经历 Work Experience

2018.06~至今        西北工业大学   计算机学院  副教授/硕士生导师

2015.03~2018.04   西北工业大学   计算机学院  博士后

教育经历 Education Experience

2010.03~2014.03   中国科学院沈阳自动化研究所   博士研究生

2007.09~2009.07   东北大学                                 硕士研究生

招生信息 Admission Information

所在团队为於志文教授担任主任的智能感知与计算工业和信息化部重点实验室,欢迎计算机、数学、物联网等相关专业的同学报考。

科学研究 Scientific Research

1) 国家自然科学基金(面上项目)——移动群智感知多任务协同优化分配方法研究(61972319),2020.01~2023.12 项目主持

2) 国家自然科学基金(青年基金项目)—— 基于多粒度知识发现的人群复杂行为模式分析及预测模型研究(61402360),2014.01~2017.12   项目主持

3) 陕西省自然科学基础研究计划-一般项目(青年)—— 面向全生命周期的多源移动群智感知数据质量增强方法研究(2018JQ6034),2018.01~2019.12   项目主持

4) 陕西省教育厅专项科研计划项目 —— 面向移动社会网络的用户行为理解及个性化服务推荐研究(16JK1509),2016.08~2018.12    项目主持

5)中央高校基本科研业务费(工信部)——大数据驱动的人-机-物三元空间深度融合感知与交互演化研究(31020180QD139),2018.10~2020.09.  项目主持

6) 国家重点研发计划“云计算和大数据”专项 —— 面向智慧城市的智能化集成化软件互操作平台(2017YFB1002000) ,2017.08~2020.7   子课题主持,课题联系人

7)国家重点研发计划“物联网与智慧城市”专项 —— 智慧城市的群体态势辨识与服务计算的基础理论及关键技术研究(2018YFB2100800) 2019.05~2022.5  课题参与,课题联系人

8) 国家重点研发计划 —— 新型穿戴式体感交互设备(2016YFB1001401 ),2017.01~2020.12   子课题参与

9) 国家自然科学基金(青年基金项目)—— 基于现实挖掘的人群多尺度时空特性及复杂活动模式研究(61203161) 2013.01-2015.12   参与


学术成果 Academic Achievements

期刊论文

Liang Wang*, Zhiwen Yu, Fei Xiong, Dingqi Yang, Shirui Pan and Zheng Yan, Influence Spread in Geo-Social Networks: A Multi-Objective Optimization Perspective, IEEE Transactions on Cybernetics(TCYB), 2019,DOI: 10.1109/TCYB.2019.2906078. (JCR分区Q1,中科院1区,CCF B类, SCI,IF=10.387). 

Yuan Yao, Bin Xiao, Gang Yang, Yujiao Hu, Liang Wang, Xingshe Zhou. Power Control Identification: A Novel Sybil Attack Detection Scheme in VANETs using RSSI,  IEEE Journal on Selected Areas in Communications (JSAC), 2019. (JCR分区Q1,中科院1区,CCF A类, SCI,IF=9.302)

Liang Wang*, Zhiwen Yu, Dingqi Yang, Huadong Ma and Hao Sheng, Efficiently Targeted Billboard Advertising Using Crowdsensing Vehicle Trajectory Data. IEEE Transaction on Industrial Informations(TII) , PP(99):1-1, 2019,DOI: 10.1109/TII.2019.2891258. (JCR分区Q1,中科院1区,SCI,IF=7.377).

Liang Wang*, Zhiwen Yu, Dingqi Yang, Tao Ku, Bin Guo and Huadong Ma, Collaborative Mobile Crowdsensing in Opportunistic D2D Networks: A Graph-Based Approach, ACM Transactions on Sensor Networks(TOSN), 2019.(CCF B类,SCI,IF=2.313,计算机网络领域Top期刊

Liang Wang*, Zhiwen Yu, Qi Han, Bin Guo, Haoyi Xiong. Multi-objective Optimization based Allocation of Heterogeneous Spatial Crowdsourcing Tasks, IEEE Transactions on Mobile Computing(TMC), 2018, 17(7): 1637-1650. (CCF A类,JCR分区Q1,中科院2区,SCI,IF=4.474,计算机网络领域Top期刊).

 Liang Wang*, Zhiwen Yu, Daqing Zhang, Bin Guo, Chi Liu, Heterogeneous Multi-Task Assignment in Mobile Crowdsensing Using Spatiotemporal Correlation, IEEE Transactions on Mobile Computing(TMC) , DOI:10.1109/TMC.2018.2827375.  (CCF A类,JCR分区Q1,中科院2区,SCI,IF=4.474,计算机网络领域Top期刊).

Liang Wang*, Zhiwen Yu, Bin Guo, Tao Ku, Fei Yi. Moving Destination Prediction Using Sparse Dataset: A MobilityGradient Descent Approach, ACM Transactions on Knowledge Discovery from Data(TKDD), Vol. 11, No. 3, 2017. (CCF B类,JCR分区Q2,SCI,IF=1.147,34 pages,数据库/数据挖掘领域Top期刊).

 Liang Wang*, Kunyuan Hu, Tao Ku, Xiaohui Yan, Mining Frequent Trajectory Pattern Based on Vague Space Partition, Knowledge-Based Systems(KBS), Volume 50, September 2013,pp.100-111.  (JCR分区Q1,中科院2区,SCI/EI,IF=5.101).  被ICDE/TKDD/DMKD/TITS等顶级期刊及会议引用27次

Bin Guo, Jing Du, Yan Liu, Liang Wang, Qi Han, Chao Chen, Zhiwen Yu,CrowDNet: Enabling a Crowdsourced Object Delivery Network based on Modern Portfolio Theory,IEEE Internet of Things Journal,2019(JCR分区Q1,中科院1区,SCI,IF=9.515

 Liang Wang*, Zhiwen Yu, Bin Guo, Fei Yi, Fei Xiong, Mobile Crowd Sensing Task Optimal Allocation: A Mobility Pattern Matching Perspective, Frontiers of Computer Science. Volume 12, Issue 2, April 2018, 231-244. (CCF C类,JCR分区Q3,IF=1.039).

 Liang Wang*, Kunyuan Hu, Tao Ku, Junwei Wu, Urban Mobility Dynamics Based on Flexible Discrete Region Partition, International Journal of Distributed Sensor Networks, 2014, 2014(1):444-447. (JCR分区Q3,SCI/EI, IF=1.239)

王亮*,胡琨元,库涛,吴俊伟,基于多尺度空间划分与路网建模的城市移动轨迹模式挖掘[J]. 自动化学报, 2015, 41(1):47-58.  (中文一级学报,EI).

王亮,於志文*,郭斌,基于双层多粒度知识发现的移动轨迹预测模型[J]. 浙江大学学报(工学版)2017 Vol. 51 (4): 669-674. (EI)中国计算机学会第十二届全国普适计算学术会议(PCC 2016)推荐论文(唯一最佳论文奖).

 王亮*,胡琨元,库涛,吴俊伟,随机采样移动轨迹时空热点区域发现及模式挖掘,吉林大学学报(工学版)[J], 2015, 45(3):913-920  (EI)

王亮,於志文*,郭斌,熊菲,基于移动社交网络的群智感知社群化任务分发[J]. 浙江大学学报(工学版), 2018. 第十三届全国普适计算学术会议(PCC 2017)推荐论文(报告论文)

王亮*,胡琨元,库涛,吴俊伟,位置不确定移动时空轨迹频繁模式挖掘[J]. 小型微型计算机系统, 2014, 35(12):2659-2663.

Liang Wang*, Mei Wang, Xinying Guo, and Xuebin Qin, Microblog Sentiment Orientation Detection Using User Interactive Relationship, Journal of Electrical and Computer Engineering, vol. 2016, Article ID 7282913, 2016. doi:10.1155/2016/7282913 (EI).

Liang Wang*, Kunyuan Hu, Tao Ku, Junwei Wu, “Frequent Spatiotemporal Trajectory Pattern Mining Based on Pheromone Concentration”, Journal of Information and Computational Science,2013, (EI).

Liang Wang*, Mei Wang, Hucheng He, Spatial uncertainty trajectory dataset mining based on two-stages dynamic division, Journal of Information and Computational Science,2015,12(5), pp: 1897-1904. (EI).

Liang Wang*, Kunyuan Hu, Tao Ku, Junwei Wu, “Mobile Behavior Pattern Discovery from Time Summarized Moving Data”, Advances in Information Sciences and Service Sciences, Vol. 5, No. 10, pp. 975 ~ 983, 2013.

王亮*. 基于事件驱动的煤矿井下安全事件检测与预警[J]. 工矿自动化, 2016(8).

Fei Xiong*, Yun Liu, Liang Wang, et al. Analysis and application of opinion model with multiple topic interactions. Chaos: An Interdisciplinary Journal of Nonlinear Science, 2017, 27(8): 083113.(中科院2区,SCI/EI, IF=2.415)

Xiaohui Yan*, Yunlong Zhu, Wenping Zou, Liang Wang. A new approach for data clustering using hybrid artificial bee colony algorithm. Neurocomputing, 2012, 97: 241-250.(中科院2区,SCI/EI, IF=3.241,Google Cite 113) 

Junwei Wu*, Yunlong Zhu, Tao Ku, Liang Wang. Detecting Road Intersections from Coarse-gained GPS Traces Based on Clustering. Journal of Computers, 2013, 8(11): 2959-2965. 

会议论文

Liang Wang*, Congying Yang, Zhiwen Yu, Yimeng Liu, Zhu Wang, Bin Guo. CrackSense: A CrowdSourcing Based Urban Road Crack Detection System, The 16th IEEE International Conference on Ubiquitous Intelligence and Computing 2019, UIC 2019, (CCF C类)

Congying Yang, Zhiwen Yu, Yimeng Liu, Liang Wang, Bin Guo, Dynamic Allocation for Complex Mobile Crowdsourcing Task with Internal Dependencies, The 16th IEEE International Conference on Ubiquitous Intelligence and Computing 2019, UIC 2019, (CCF C类)

Hao Wang, Zhiwen Yu, Yimeng Liu, Bin Guo, Liang Wang and Helei Cui. Crowdchain: A Location Preserve Anonymous Payment System Based on Permissioned Blockchain, IEEE SmartIoT 2019

Liang Wang*, Mei Wang, Tao Ku, Yong Cheng, Xinying Guo, A Hybrid Model Towards Moving Route Prediction Under Data Sparsity, IEEE The 20th International Conference on Information Fusion (ICIF 2017), Xi’an. (国际重要学术会议)(EI)

Liang Wang*, Kunyuan Hu, Tao Ku, Junwei Wu, “Discovering Closed Frequent Pattern in Moving Trajectory Database”, ICCT2012 14th International Conference On Communication Technology(EI). 

Renjie Fan, Zhiwen Yu*, Bin Guo, Liang Wang. Target Distribution Guided Network Sampling, Advanced Cloud and Big Data (CBD), 2017 Fifth International Conference on. IEEE, 2017: 374-379. (EI) 

Dong Xiao, Zhiwen Yu*, Fei Yi, Liang Wang. SmartSwim: An Infrastructure-Free Swimmer Localization System Based on Smartphone Sensors, International Conference on Smart Homes and Health Telematics. Springer, Cham, 2016: 222-234. (EI) 



荣誉获奖 Awards Information

1) 中国计算机学会第十二届全国普适计算学术会议(PCC 2016)唯一最佳论文奖;

2) IEEE UIC2019 杰出服务奖(Outstanding Service Awards)


社会兼职 Social Appointments

中国计算机学会会员

中国自动化学会会员

中国计算机学会普适计算专委会委员

International Society of Information Fusion Member

CCF Transactions on Pervasive Computing and Interaction Manage Editor

UIC 2019 Poster and Demo Chair/ Track Chair

CPSCom 2019 Special Session Chair

IEEE Transactions on Human Machine Systems、IEEE Communication Magazine等国际期刊审稿人