基本信息
职 称: 副教授/博导
E-mail:xiangchaocan@cqu.edu.cn
研究方向:人工智能、城市计算、物联网、移动智能感知、大数据
办公地点: 重庆大学A区主教学楼602
团队目前计划招收硕士研究生和博士研究生,主要研究方向包括人工智能、城市计算、物联网、移动智能感知和大数据等。请对相关研究方向感兴趣,且具备较强主动学习、思考和探索能力的同学发送简历至xiangchaocan@cqu.edu.cn。
2020/11:论文"ToiletBuilder: A PU Learning based Model for Selecting New Public Toilet Locations"被IEEE Internet of Things Journal(SCI JCR-1, IF=9.9)录用。
2020/09:论文"Joint Sensor Selection and Energy Allocation for Tasks-driven Mobile Charging in Wireless Rechargeable Sensor Networks"被IEEE Internet of Things Journal(SCI JCR-1, IF=9.9)录用。
2020/03:论文"Edge Computing-Empowered Large-scale Traffic Data Recovery Leveraging Low-rank Theory"被IEEE Transactions on Network Science and Engineering(SCI JCR-1, IF=5.2)录用。
2020/02:论文"BuildSenSys: Reusing Building Sensing Data for Traffic Prediction with Cross-domain Learning"被IEEE Transactions on Mobile Computing(SCI JCR-1,CCF A类)录用。
2020/01:论文"基于多源遥感感知时空谱特征融合的滑坡灾害检测方法"被《计算机研究与发展》(CCF A类)录用。
基本信息
向朝参,博士,男,重庆大学计算机学院,副教授,博士生导师。2009年和2014年在解放军理工大学通信工程学院分别获得学士和博士学位;2017年至2018年在美国University of Michigan-Ann Arbor计算机系留学一年(师从著名的kang G. Shin院士)。2014年至2018年在解放军后勤工程学院担任讲师。2019年以破格副教授引进到重庆大学计算机学院工作至今。担任国际学术会议IEEE UIC物联网分会主席,中国图灵大会(ACM Turing)志愿者主席,国家自然科学基金评审专家,中国计算机学会物联网专委会委员和普适计算专委会委员。
主要从事人工智能、城市计算、物联网、移动智能感知、大数据等方面的研究。主持国家自然科学基金项目2项和重庆市自然科学基金项目2项;作为主要核心骨干承担国家自然科学基金项目2项和军队项目4项。共发表学术论文40余篇,其中SCI检索20余篇,包括IEEE/ACM Transaction和CCF A类高水平论文10余篇,如IEEE Transactions on Mobile Computing(TMC)和ACM Ubicomp等。获军队科技进步三等奖1项;获大学科研学术成果一等奖1项(排名第一);获国际学术会议最佳论文奖2项;获大学教学成果三等奖1项。指导学生获第三届全国高校物联网应用创新大赛西南赛区一等奖(第一名),并被评为优秀指导教师。
申请国家发明专利6项(第一发明人),其中已授权2项。曾担任IEEE UIC, IEEE MSN, IEEE Bigcom, IEEE MSCC等国际学术会议的程序委员会委员(TPC)。长期担任国际/国内著名期刊TPDS、TVT、TMC、Transportation、《计算机学报》、《软件学报》、《通信学报》、《计算机研究与发展》以及国际学术会议Mobicom、Infocom、Mobihoc、MASS、Secon和ICC等的审稿专家。
科研项目
1.国家自然科学基金面上项目,61872447,“面向移动群智感知用户的多模态自学习在线激励机制研究”,2019/01-2022/12,项目负责人,在研;
2.国家自然科学基金青年项目,61502520,“群智感知网络中非确定性感知数据的自校正技术研究”,2016/01-2018/12,项目负责人,已结题;
3.重庆市自然科学基金项目,CSTC2018JCYJA1879,“移动群智感知中面向无先验用户的在线激励机制研究”,2018/08-2021/07,项目负责人,在研;
4.重庆市自然科学基金项目,CSTC2016JCYJA0053,“群智感知大数据的可扩展校正技术研究”,2016/06-2019/06,项目负责人,已结题;
5.国家自然科学基金面上项目,61672038,“面向路径隐私保护的移动群智感知数据收集研究”,2017/01-2020/12,合作单位负责人,在研;
6.国家自然科学基金青年项目,61602067,“面向时空随机请求的群智物流关键技术研究”,2017/01-2019/12,合作单位负责人,已结题;
7.重庆市高等教育教学改革研究重点项目,“面向科技创新实践能力培养的跨学科教师协同指导模式探索与实践”,2017/06-2019/06,主要参与者,已结题;
8.军委后勤保障部物联网示范工程项目,“军事xxxx技术研究”,2014/09-2018/09,主要参与者,已结题。
主要论文列表
a)排名及影响因子出处:科睿唯安(原汤森路透)Journal Citation Reports(JCR“https://jcr.clarivate.com/JCRLandingPageAction.action”)。
b)通讯作者标注*。
1. [IEEE TMC'20]Xiaochen Fan,Chaocan Xiang*, Chao Chen, Xudong Song, Panlong Yang, Liangyi Gong, Priyadarsi Nanda, Xiangjiang He, BuildSenSys: Reusing Building Sensing Data for Traffic Prediction with Cross-domain Learning,IEEE Transactions on Mobile Computing, 2020 (共同一作,SCI JCR-1,CCF A 类)
2. [IEEE TNSE'20]Chaocan Xiang*, Zhao Zhang, Yuben Qu, Dongyu Lu, Xiaochen Fan, Panlong Yang, Fan Wu, Edge Computing-Empowered Large-scale Traffic Data Recovery Leveraging Low-rank Theory,IEEE Transactions on Network Science and Engineering, 2020(SCI JCR-1)
3.陈善静,向朝参*,康青,吴韬,刘凯,冯亮,邓涛,基于多源遥感感知时空谱特征融合的滑坡灾害检测方法,计算机研究与发展(Journal of Computer Research and Development), 2020(CCF A类)
4. [IEEE IOTJ 2020]Tao Wu, Panlong Yang, Haipeng Dai,Chaocan Xiang, Xin He. "Joint Sensor Selection and Energy Allocation for Tasks-driven Mobile Charging in Wireless Rechargeable Sensor Networks",IEEE Internet of Things Journal, 2020(SCI JCR-1 IF=9.9)
5. [IEEE IOTJ 2020]Chao Chen, Chaoxiong Chen,Chaocan Xiang, Songtao Guo, Zhu Wang, Bin Guo. "ToiletBuilder: A PU Learning based Model for Selecting New Public Toilet Locations",IEEE Internet of Things Journal, 2020(SCI JCR-1 IF=9.9)
6.Chaocan Xiang*, Xiaochen Fan, Chao Chen, Liangyi Gong, Songtao Guo, Fisher information-empowered sensing quality quantification for crowdsensing networks,Neural Computing and Applications, 2020(SCI JCR-2)
7. Liangyi Gong,Chaocan Xiang*, Xiaochen Fan, Tao Wu, Chao Chen, Miao Yu, Wu Yang, Device-Free Near-Field Human Sensing Using WiFi Signals,Personal and Ubiquitous Computing, 2020 (SCI JCR-3)
8. Xiaochen Fan,Chaocan Xiang*, Liangyi Gong, Xin He, Yuben Qu, Saeed Amirgholipour, Yue Xi, Priyadarsi Nanda, Xiangjian He, Deep learning for intelligent traffic sensing and prediction: recent advances and future ngeschalle, CCF Transactions on Pervasive Computing and Interaction, 2020.
9. Shanjing Chen,Chaocan Xiang*, Qing Kang, Wei Zhong, Yanlin Zhou, Kai Liu, Accurate Landslide Detection Leveraging UAV-based Aerial Remote Sensing,IET Communications, 2020, (SCI JCR-3)
10. [IEEE TMC'19]Liangyi Gong, Yiyang Zhao,Chaocan Xiang*, Zhenhua Li, Chen Qian, Panlong Yang, “Robust Light-weight Magnetic-based Door Event Detection with Smartphones”,IEEE Transactions on Mobile Computing, 2019(SCI JCR-1,CCF A类)
11. [ACM Ubicomp'19]Mingshi Chen, Panlong Yang, Jie Xiong, Maotian Zhang,Chaocan Xiang, Chang Tian, “Your Table Can Be an Input Panel: Acoustic-based Device-Free Interaction Recognition”,ACM Ubicomp, 2019.(CCF A类)
12. [IEEE TVT'19]Xuangou Wu, Zhaobin Chu, Panlong Yang,Chaocan Xiang, Xiao Zheng, Wenchao Huang, “TW-See: Human Activity Recognition Through the Wall with Commodity Wi-Fi Devices”,IEEE Transactions on Vehicular Technology, 2019,(SCI JCR-1)
13. [ACM Ubicomp'18]Maotian Zhang, Qian Dai, Panlong Yang, Jie Xiong, Chang Tian,Chaocan Xiang. “iDial: Enabling A Virtual Dial Plate on the Hand Back for Around-Device Interaction”,ACM Ubicomp, 2018. (CCF A类)
14. Xuangou Wu, Shaojie Tang, Panlong Yang,Chaocan Xiang, Xiao Zheng, “Cloud is safe when compressive: Efficient image privacy protection via shuffling enabled Compressive sensing”,Computer Communications,2018, 117:36-45. (SCI JCR-2)
15. Qingyu Li, Panlong Yang, Xiaochen Fan, Shaojie Tang,Chaocan Xiang, Deke Guo, Fan Li, “Taming the big to small: efficient selfish task allocation in mobile crowdsourcing systems”,Concurrency and Computation: Practice and Experience, 2017, 29(14).(SCI JCR-4,CCF C)
16. [IEEE TMC'16]Chaocan Xiang*, Panlong Yang, Chang Tian, Lan Zhang, Hao Lin, Fu Xiao, Maotian Zhang, Yunhao Liu, “CARM: Crowd-sensing Accurate Outdoor RSS Maps with Error-prone Smartphone Measurements”,IEEE Transactions on Mobile Computing, 2016, 15(11), P.2669-2681(SCI JCR-1,CCF A类)
17. [IEEE TVT'16]Chaocan Xiang*, Panlong Yang, Xuangou Wu, Hong He, Baowei Wang, Yunhao Liu, “iStep: A Step-aware Sampling Approach for Diffusion Profiling in Mobile Sensor Networks”,IEEE Transactions on Vehicular Technology, 2016,65(10), P.8616-8628(SCI JCR-1)
18.Chaocan Xiang*, Panlong Yang, Shucheng Xiao, “Counter-Strike: Accurate and Robust Identification of Low-level Radiation Sources with Crowd-sensing Networks”,Personal and Ubiquitous Computing, 2016,21(1),P.75-84(SCI JCR-3)
19.Chaocan Xiang*, Panlong Yang, Chang Tian, Qingyu Li, Xiangyang Li, Changzhen Li, “Accurate Quantification of Sensor Noise in Participatory Sensing Network”,Ad Hoc &Sensor Wireless Networks,2016,30(3/4), p.163-182 (SCI JCR-4)
20. Xiaochen Fan, Panlong Yang, Qingyu Li, Dawei Liu,Chaocan Xiang, Yonggang Zhao, “SAFE-CROWD: secure task allocation for collaborative mobile social network”.Security and Communication Networks,2016, 9(15), P.2686 -2695. (SCI JCR-4,CCF C)
21. [IEEE TPDS'15]Chaocan Xiang*, Panlong Yang, Chang Tian, Yunhao Liu, “Calibrate without Calibrating: An Iterative Approach in Participatory Sensing Network”,IEEE Transactions on Parallel and Distributed Systems, 2015, 26(2): 351-361 (SCIJCR-1,CCF A类)
22.Chaocan Xiang, Panlong Yang, Xuangou Wu, Hong He, Shucheng Xiao,“QoS-Based Service Selection with Light-weight Description for Large-Scale Service-Oriented Internet of Things”.Tsinghua Science and Technology, 2015. 20(4): p. 336-347. (SCI JCR-4)
23.Chaocan Xiang*, Panlong Yang, Chang Tian, Yubo Yan, Xiaopei Wu, Yunhao Liu, “PassFit: Participatory Sensing and Filtering for Identifying Truthful Urban Pollution Sources”,IEEE Sensors Journal, 2013, 13(10): 3721-3732 (SCI JCR-2)
24.Chaocan Xiang*, Xiangyang Li, Panlong Yang, Chang Tian, Qingyu Li, “Feeling Sensors' Pulse: Accurate Noise Quantification in Participatory Sensing Network”.IEEE Proceedings of Mobile Ad-hoc and Sensor Networks, 2013 (Best Paper Award)
主要发明专利成果
1.向朝参,何宏,肖书成,沈鑫,杨振东,冯小芹,一种基于群智感知的室外无线信号接收强度图构建方法.国家发明专利,专利号: CN201510642779.1, 2015.09/2018.01. (已授权)
2.向朝参,肖书成,何宏,杨振东,沈鑫,一种基于状态感知的传感器时空采样方法.国家发明专利,专利号: CN201511022148.6,12/2018.07. (已授权)
3.向朝参,陈超,刘凯,冯亮,基于个性化竞标激励的任务众包分配处理方法,国家发明专利,专利号: 201910137842.4,02. (已受理)
4.向朝参,陈超,刘凯,冯亮,一种基于个性化竞标分配关系的任务众包分配处理方法,国家发明专利,专利号: 201910137835.4,02. (已受理)
5.向朝参,陈超,刘凯,冯亮,基于个性化竞标任务分解的任务众包分配处理方法,国家发明专利,专利号: 201910137815.7,02. (已受理)
6.向朝参,何宏,肖书成,在群智感知网络中基于置信区间的用户感知质量评估方法.国家发明专利,专利号: CN201510529102.7,08. (已受理)
主要获奖及荣誉
1. 2018年所研发的“军事后勤xxxxxx系统”被中央军委科学技术委员会评为军队科技进步三等奖;
2. 2018年所研发的“基于物联网智能感知的战场xxx技术和系统”被陆军勤务学院评为大学优秀科研成果一等奖(排名第一);
3. 2013年获第9界国际学术会议IEEE MSN最佳论文奖(Best Paper Award);
4. 2013年获第6届International Workshop On IOT and WSN最佳演示论文奖(Best Poster Award);
5. 2019年被国际会议IEEE UIC评为Outstanding Service Award(杰出服务奖);
6. 2019年被中国物联网大会(CWSN)评为杰出服务奖;
7. 2016年指导学生获第三届全国高校物联网应用创新大赛西南赛区等奖(第一名),并被评为优秀指导教师。