肖光年

2016.8至今 上海海事大学经济管理学院教师
2017.6-2019.5 上海交通大学船舶海洋与建筑工程学院博士后（合作导师：谢驰教授）
2012.9-2016.6 上海交通大学安泰经济与管理学院 管理科学与工程 导师隽志才教授
2009.9-2012.6 江南大学商学院 管理科学与工程 导师李磊教授
2005.9-2009.6 江南大学商学院 工业工程

1.2020年11月 主持上海高校市级重点课程《管理运筹学》
2.2021年11月 主持上海高校党史学习教育与课程相融合示范课程《管理运筹学》
3.2023年01月 主持上海高等学校一流本科课程《管理运筹学》

主持的项目：2024.01-2026.12 ****,军委强基计划子课题负责人2021.01-2023.12 共享单车影响下的居民多日活动-出行决策行为及其演化规律研究 国家自然科学基金（国家级项目，课题号：52002243）2023.04-2024.03 基于AIS数据的港口水域船舶交通流量预测 上海市软科学研究青年项目（省部级项目，课题号：23692118800）2017.03-2018.03 共享交通管理政策分析和评价的创新方法研究 上海市软科学研究重点项目（省部级重点项目，课题号：17692109300）2018.09-2018.12 推进人工智能与上海港航业深度融合的思路与对策研究 上海市人民政府决策咨询研究课题（省部级项目，课题号：2018-GR-33）2023.01-2023.06 智慧基础设施更新评价指标体系研究，横向课题2021.09-2022.08 城市交通智慧出行行业分析及顶层设计研究，横向课题参与的项目：2020.01-2022.12 基于多主体效益评价的城市公交管理模式优化研究 国家自然科学基金（国家级项目，课题号：71901196）2014.3-2016.12 破碎化视角下考虑ICT影响的居民活动-出行决策行为研究 国家自然科学基金项目设计居民活动-出行行为轨迹数据采集实验，使用PHP语言独立编写了数据采集的后台管理系统，独立设计了管理轨迹数据的数据库负责出行行为数据清洗和整理2014.1-2014.7 西部地区城乡客运一体化设计与运营技术及示范 交通运输部建设科技项目独立负责完成了子课题二“城乡客运一体化设施设备条件与安全保障技术”独立负责完成了示范项目“城乡客运一体化智能排班系统”2013.6-2013.12 铜仁市“十三五”道路运输业发展规划 铜仁市交通运输局作为主要参与人完成了整个项目的调查资料和数据收集与分析完成了《铜仁市“十三五”道路运输业发展规划》研究报告中的一半章节的撰写，项目报告通过了评审与市政府办公室会议2013.6-至今 基于智能手机的个体活动链信息获取及挖掘方法 国家自然科学基金项目独立负责完成了项目申请书的撰写组织开展了大规模基于GPS模块和智能手机的出行调查开发了从调查得到的数据中提取出行端点的算法开发了从单方式轨迹段中推断出行方式和出行目的的算法2010.9-2012.3 生态需要及其应用价值研究 江苏省教育厅重点基地重大项目整理了马斯洛需求层次理论相关资料，并将其应用到课题研究当中研究了生态资源交易市场形成的基础条件2009.12-2012.3 太湖流域水权与排污权交易制度设计 江苏省科技发展计划（软科学研究）项目研究了初始排污权的分配方法探讨了排污权交易的可行性和必要性构建了排污权交易机制和价格形成机制

发表论文
已录用或发表文章：1. Guangnian Xiao, Yu Xiao, Yaqing Shu, Anning Ni, Ziran Jiang. Technical and Economic Analysis of Battery Electric Buses with Different Charging Rates. Transportation Research Part D: Transport and Environment. (二审返修)2. Cheng Zhang, Guangnian Xiao, Lang Xu. Manufacturers’ Emission-reduction Investments in Competing Supply Chains with Prisoner’s Dilemma: The Economic and Environmental Impacts of Retailer(s) Capital Constraint(s). Transportation Research Part E: Logistics and Transportation Review (二审返修)3. Guangnian Xiao, Tian Wang, Wenlong Shang, Yaqing Shu, Salvatore Antonio Biancardo, Ziran Jiang. Exploring the factors affecting the performance of shipping companies based on a panel data model: A perspective of antitrust exemption and shipping alliances. Ocean and Coastal Management. 2024. Accepted. （中科院一区）4. Guangnian Xiao, Daoqi Yang, Lang Xu, Jinpei Li, Ziran Jiang. The application of artificial intelligence technology in shipping: A bibliometric review. Journal of Marine Science and Engineering. 2024. （中科院二区）5. Guangnian Xiao, Liu Chen, Xinqiang Chen, Jiang Chenming, Chunqin Zhang, Anning Ni*, Fang Zong. A hybrid visualization model for knowledge mapping: scientometrics, SAOM, and SAO. IEEE Transactions on Intelligent Transportation Systems, 2023. doi: 10.1109/TITS.2023.3327266.（中科院一区Top）6. Yaqing Shu, Anyuan Hu, Yuanzhou Zheng, Langxiong Gan, Guangnian Xiao, Chunhui Zhou, Lan Song. Evaluation of ship emission intensity and the inaccuracy of exhaust emission estimation model[J]. Ocean Engineering, 2023, 287: 115723. (中科院一区)7. Guangnian Xiao, Tian Wang, Yuhang Luo, Daoqi Yang. Analysis of port pollutant emission characteristics in United States based on multiscale geographically weighted regression[J]. Frontiers in Marine Science, 2023, 10: 1131948. （中科院一区，ESI高被引论文）8. Guangnian Xiao, Wenya Cui. Evolutionary game between government and shipping companies based on shipping cycle and carbon quota. Frontiers in Marine Science, 2023, 10: 1132174. (中科院一区，ESI热点论文)9. Guangnian Xiao, Tian Wang, Xinqiang Chen, Lizhen Zhou. Evaluation of Ship Pollutant Emissions in the Ports of Los Angeles and Long Beach [J]. Journal of Marine Science and Engineering, 2022, 10(9), 1206. DOI: 10.3390/jmse10091206.(ESI热点论文)10. Guangnian Xiao, Yu Xiao, Anning Ni, Chunqin Zhang, Fang Zong. Exploring influence mechanism of bikesharing on the use of public transportation-a case of Shanghai [J]. Transportation Letters-the International Journal of Transportation Research. 2022. DOI: 10.1080/19427867.2022.2093287. (SSCI/EI，ESI高被引论文)11. Guangnian Xiao, Qiongwen Lu, Anning Ni. Research on Carbon Emissions of Public Bikes Based on the Life Cycle Theory [J]. Transportation Letters-the International Journal of Transportation Research. 2022. DOI: 10.1080/19427867.2022.2123142. (SSCI/EI，ESI高被引论文)12. Guangnian Xiao, Qiongwen Lu, Anning Ni, Chunqin Zhang, Fang Zong. Which Factors Affect User Satisfaction with ETC? Evidence from Shanghai and Beijing [J]. Journal of Advanced Transportation. 2022. DOI: 10.1155/2022/3102249. (SCI)13. Guangnian Xiao, Ruinan Wang, Chunqin Zhang, Anning Ni. Demand prediction for a public bike sharing program based on spatio-temporal graph convolutional networks [J]. Multimedia Tools and Applications. 2020. DOI: 10.1007/s11042-020-08803-y. (SCIE)14. Guangnian Xiao, Zihao Wang. Empirical Study on Bikesharing Brand Selection in China in the Post-Sharing Era [J]. Sustainability 2020, 12, 3125. DOI:10.3390/su12083125. (SCIE/SSCI)15. Guangnian Xiao, Qin Cheng, Chunqin Zhang. Detecting Travel Modes Using Rule-based Classification System and Gaussian Process Classifier [J]. IEEE Access, 2019, 7: 116741-116752 (SCI)16. Guangnian Xiao, Qin Cheng, Chunqin Zhang. Detecting travel modes from smartphone-based travel surveys with continuous hidden Markov models [J]. International Journal of Distributed Sensor Networks, 2019, 15(4): 1-15 (SCI)17. Guangnian Xiao, Zhicai Juan, Chunqin Zhang. Detecting trip purposes from smartphone-based travel surveys with artificial neural networks and particle swarm optimization [J]. Transportation Research Part C: Emerging Technologies, 2016, 71: 447-463. (SCI)18. Guangnian Xiao, Zhicai Juan, Chunqin Zhang. Travel mode detection based on GPS track data and Bayesian networks [J]. Computers, Environment and Urban Systems, 2015, 54: 14-22. (SSCI/EI)19. Guangnian Xiao, Zhicai Juan, and Jingxin Gao. Travel Mode Detection Based on Neural Networks and Particle Swarm Optimization [J]. Information, 2015, 6(3): 522-535. （EI）20. 肖光年, 隽志才, 高晶鑫. 基于GPS定位数据的出行端点推断[J]. 吉林大学学报(工学版), 2016, 46(3):770-776. （EI）21. 肖光年, 隽志才, 张春勤. 基于贝叶斯网络和GPS轨迹数据的出行方式识别[J]. 统计与决策, 2017(6):75-79. （CSSCI）22. 肖光年, 隽志才, 张春勤. 通勤出行方式和出行时间选择的离散-连续模型[J]. 系统管理学报, 2017(6):1131-1135. （CSSCI）23. Guangnian Xiao, Zhicai Juan, Jingxin Gao. Automatic Trip End Imputation from Smartphone-based Travel Surveys [J]. International Journal of Information Technology, 2015, 1(2): 1-13.24. Guangnian Xiao, Zhicai Juan, and Jingxin Gao. Detecting Travel Modes Using Particular Rules Combined with a Naïve Bayesian Classifier. Transportation Research Board 94th Annual Meeting. No. 15-4530. 2015.25. Guangnian Xiao, Zhicai Juan, and Jingxin Gao. Inferring Trip Ends from GPS Data Based on Smartphones in Shanghai. Transportation Research Board 94th Annual Meeting. No. 15-2454. 2015.26. Chunqin Zhang, Zhicai Juan, Guangnian Xiao. Do contractual practices affect technical efficiency? Evidence from public transport operators in China[J]. Transportation Research Part E: Logistics and Transportation Review, 2015, 80: 39-55. (SSCI/SCI，影响因子：2.193)27. Chunqin Zhang, Zhicai Juan, Qingyu Luo, Guangnian Xiao. Performance evaluation of public transit systems using a combined evaluation method[J]. Transport Policy, 2016, 45: 156-167. (SSCI，影响因子：1.718)28. Jianchuan Xianyu, Zhicai Juan, Guangnian Xiao, Xuemei Fu. Smartphone-Based Travel Survey: A Pilot Study in China. Mobile Technologies for Activity-Travel Data Collection and Analysis (2014): 209.29. Lei Li, Guangnian Xiao, Chenxin Li. Research on Problems Bilevel Programming for Personnel Allocation in Enterprise. Proceedings of 2010 International Conference on Management Science & Engineering, ICMS 10 (17th) 2010,293-298（EI）30. 倪安宁, 高林杰, 肖光年. 交通网络微观仿真并行化实现方法[J]. 系统管理学报, 2014, 23(4): 457-462.（已录用，国家自然科学基金委管理类A类期刊，CSSCI）31. 李磊, 肖光年. “菜贱伤农” 与 “菜贵伤民”——探讨我国鲜活农产品价格过度波动的对策[J]. 价格理论与实践, 2011 (5): 28-29.（CSSCI）32. 李磊, 肖光年. 基于主成分回归的无锡碳排放量影响因素分析[J]. 城市发展研究, 2011, 18(5): 9-12.（CSSCI）


专利授权
1.第一发明人，国际发明专利（已授权），一种多日出行链提取和补全方法，METHOD FOR EXTRACTING AND COMPLETING MULTI-DAY TRAVEL CHAIN2.第一发明人，国际发明专利（已授权），一种基于毛虫仿生的防疫消杀装置，EPIDEMIC PREVENTION AND DISINFECTION DEVICE BASED ON CATERPILLAR BIONICS3.第一发明人，国际发明专利（已授权），一种共享单车与私人单车出行方式识别方法和系统，Method and System for Identifying Travel Modes of Bike-sharing and Private Bicycles4.第一发明人，国际发明专利（已授权），一种基于用户评论的交通出行软件创新机会识别方法，Method for Identifying Innovation Opportunities of Traffic Travel Software Based on User Comments5.第一发明人，国际发明专利（已授权），一种港园城一体化综合交通运输体系构建方法，Construction Method of Integrated Transportation System of Port-Park-City6.第一发明人，国际发明专利（已授权），智能垃圾桶，An intelligent trash can7.第一发明人，国际发明专利（已授权），一种基于规则和高斯过程分类器检测出行方式的方法，A Method for Identifying Travel Mode by Means of Rule and Gaussian Process Classifier8.第一发明人，国际发明专利（已授权），一种基于GPS轨迹数据和贝叶斯网络的交通方式识别方法，A Method for Identifying Travel Mode Based on GPS Trajectory Data and Bayesian Network9.第一发明人，国际发明专利（已授权），一种公共自行车取还车需求量预测系统、方法及装置，A Forecasting System, Method, and Device for the Pickup and Return Demand of Public Bicycles