董现垒 副教授

       XIANLEI  DONG


通讯地址:济南市长清区大学科技园大学路1号

E m a i l : sddongxianlei@163.com



基本资料:

男,汉族,中共党员,经济学硕士和管理学博士,澳门人威尼斯3966信息管理系副教授、博士生导师。澳门人威尼斯3966梅谷学堂院务秘书,澳门人威尼斯3966实验中心主任。(中国)管理科学与工程学会理事,中国数量经济学会开放经济专业委员会副秘书长。毕业于北京工业大学经济与管理学院,师从我国著名经济学家李京文院士,曾于2013-2014年赴美国印第安纳州立大学访学一年,访学期间主攻数据科学和图书情报学相关研究领域;2018-2019年赴北京交通大学国家重点实验室访学一年,主攻城市交通、数字孪生和交通大数据相关研究领域。


研究方向:

主要研究涉及科学计量学和大数据分析等多个新兴前沿领域,主要研究方向有:1.经济计量学、科学计量学与因果推论。主要涉及计量学方法、因果推论方法、数据分析中的偏倚问题等。2.社会网络、复杂网络分析。主要涉及产业部门之间或国家间的贸易关系以及企业的竞争与合作关系等,探讨贸易网络、绿色产品关联网络以及企业间的投融资、产品竞争和专利合作等网络。3.共享交通与城市交通大数据。共享汽车、共享单车、网约车、出租车等GPS轨迹分析,用户出行行为分析,出行链分析,出行流量预测,用户行为的影响因素分析,交通方式合作与竞争关系,多方式交通的协同关系研究等。


教学方面:

主讲本科生课程《Python数据分析》《大数据分析与预测》等,主持澳门人威尼斯3966教学改革项目、实验教学改革重点项目、校选通识课建设项目、混合式课程建设项目等多项。曾获山东省高校青年教师教学比赛优秀奖等荣誉称号。多次指导学生获全国大学生数学建模、交通科技大赛、智能交通大赛等国家级奖励,指导大学生创新创业训练计划国家级立项多项,指导本科生优秀毕业论文10余项。


科研方面:

主持国家自然科学青年基金1项、面上基金1项,主持山东省社科规划项目1项。目前,已经在《Journal of the Association for Information Science and Technology《Information Processing & Management》(Top)《Transportation Research Part A: Policy and Practice》Journal of InformetricsPhysica A: Statistical Mechanics and its Applications》《统计与决策》《软科学》《经济问题》等国内外重要的学术期刊上发表论文60余篇

近年来主持或参与的主要基金项目有:

  1. 国家自然科学基金面上项目,72374129,城市多方式交通的数字孪生应用场景构建与监测治理研究,2024.01-2027.12,41万元,在研,主持

  2. 国家自然科学基金青年项目,71904110,数据驱动下共享汽车的用户出行特征及竞争演化研究,2020.01-2022.12,18万元,已结题,主持

  3. 澳门人威尼斯3966青年科技项目培育基金,社交媒体场景下的大数据信息处理与即时预测研究,2017.01-2019.12,2万元,已结题,主持

  4. 国家社会科学基金青年项目,16CJY056,“互联网+”背景下我国城市出租车市场的管理创新研究,2016.06-2019.10,20 万元,已结题,主要参与人(第2位)

  5. 国家社会科学基金一般项目,20BGL302,基于多源数据的城市多方式交通动态耦合机制研究,2020.09-2023.09,20万元,在研,主要参与人(第3位)

  6. 山东省自然科学基金中青年科学家科研奖励基金,ZK2016GB03,网约“专车”对传统出租车市场管理创新的推动研究,2016.11-2018.11,7 万元,已结题,主要参与人(第2位)

  7. 济南市哲学社会科学重点项目,JNSK18B14,城市精细化治理下共享交通发展的新机制和新路径研究,2018.06-2019.06,1.5万元,已结题,主要参与人(第2位)

  8. 国家社会科学基金一般项目,15BJY048,轴辐式网络设计下特大城市交通拥堵治理机制研究,2015.06-2018.06,20 万元,已结题,主要参与人


近三年来发表的代表性科研论文(部分)主要有:

[1] Hu, B., Sun, Y., Li, Z., Zhang, Y., Sun, H., & Dong, X. (2024). Research in Transportation Economics Competitive advantage of car-sharing based on travel costs comparison model: A case study of Beijing , China. Research in Transportation Economics, 103, 101407. https://doi.org/10.1016/j.retrec.2024.101407


[2] Hu, B., Zhang, Y., Feng, C., & Dong, X. (2023). Understanding the characteristics of car-sharing users and what influences their usage frequency. Information Processing and Management, 60(4), 103400. https://doi.org/10.1016/j.ipm.2023.103400


[3] Dong, X., Wang, Y., Li, X., Zhong, Z., Shen, X., Sun, H., & Hu, B. (2023). Understanding the influencing factors of taxi ride-sharing: A case study of Chengdu, China. Transportation Research Part A: Policy and Practice, 176, 103819. https://doi.org/10.1016/j.tra.2023.103819


[4] Dong, X., Lin, K., Gao, Y., & Hu, B. (2023). Nobel Citation Effects on Scientific Publications: A Case Study in Physics. Information Processing and Management, 60(4), 103410. https://doi.org/10.1016/j.ipm.2023.103410


[5] Hu, B., Zhong, Z., Zhang, Y., Sun, Y., Jiang, L., Dong, X., & Sun, H. (2022). Understanding the influencing factors of bicycle-sharing demand based on residents’ trips. Physica A: Statistical Mechanics and Its Applications, 586, 126472. https://doi.org/10.1016/j.physa.2021.126472


[6] Dong, X., Xu, J., Bu, Y., Zhang, C., Ding, Y., Hu, B., & Ding, Y. (2022). Beyond correlation: Towards matching strategy for causal inference in Information Science. Journal of Information Science, 48(6), 735–748. https://doi.org/10.1177/0165551520979868


[7] Dong, X., Gao, S., Xu, A., Luo, Z., & Hu, B. (2022). Research on Tourism Carrying Capacity and the Coupling Coordination Relationships between Its Influencing Factors: A Case Study of China. Sustainability (Switzerland), 14(22), 15124. https://doi.org/10.3390/su142215124


[8] Hu, B., Xu, A., & Dong, X. (2022). Evaluating the Comprehensive Development Level and Coordinated Relationships of Urban Multimodal Transportation: A Case Study of China’s Major Cities. Land, 11(11), 1949. https://doi.org/10.3390/land11111949


[9] 胡蓓蓓, 徐爱荣, & 高姗. (2021). 区域旅游承载力与高铁网络的耦合机制与协同策略. 旅游学刊,36(12), 8–10. https://doi.org/10.19765/j.cnki.1002-5006.2021.12.005


[10] Cao, D., Wu, J., Dong, X., Sun, H., Qu, X., & Yang, Z. (2021). Quantification of the impact of traffic incidents on speed reduction: A causal inference based approach. Accident Analysis and Prevention, 157, 106163. https://doi.org/10.1016/j.aap.2021.106163


[11] Hu, B., Gao, Y., Yan, J., Sun, Y., Ding, Y., Bian, J., Dong, X., & Sun, H. (2021). Understanding the Operational Efficiency of Bicycle-Sharing Based on the Influencing Factor Analyses: A Case Study in Nanjing, China. Journal of Advanced Transportation, 2021, 8818548. https://doi.org/10.1155/2021/8818548


[12] Xia, X., Lin, K., Ding, Y., Dong, X., Sun, H., & Hu, B. (2021). Research on the Coupling Coordination Relationships between Urban Function Mixing Degree and Urbanization Development Level Based on Information Entropy. International Journal of Environmental Research and Public Health, 18, 242.


[13] Hu, B., Zhang, S., Ding, Y., Zhang, M., & Dong, X. (2021). Research on the coupling degree of regional taxi demand and social development from the perspective of job – housing travels. Physica A, 564, 125493. https://doi.org/10.1016/j.physa.2020.125493


[14] Ding, Y., Dong, X., Bu, Y., Zhang, B., Lin, K., & Hu, B. (2021). Revisiting the relationship between downloads and citations : a perspective from papers with different citation patterns in the case of the Lancet. Scientometrics, 126(9), 7609–7621. https://doi.org/10.1007/s11192-021-04099-3


[15] 胡蓓蓓, 蔺科欣, 董现垒, & 马旭军. (2021). 城市出租车出行轨迹网络的空间分异特征研究. 统计与信息论坛, 36(1), 119–128.


[16] Hu, B., Ding, Y., Dong, X., Bu, Y., & Ding, Y. (2021). On the relationship between download and citation counts: An introduction of Granger-causality inference. Journal of Informetrics, 15(2). https://doi.org/10.1016/j.joi.2020.101125


[17] 沈欣忆, 李梦如, 徐亚楠, & 董现垒. (2020). 我国终身学习研究脉络与关键节点 —基于1978—2019年国内学术期刊文献分析. 职教论坛, 36(11), 110–116.


[18] Hu, B., Sun, Y., Sun, H., & Dong, X. (2020). A contrastive study on travel costs of car-sharing and taxis based on GPS trajectory data. International Journal of Environmental Research and Public Health, 17, 9446. https://doi.org/10.3390/ijerph17249446


[19] Dong, X., Cai, Y., Cheng, J., Hu, B., & Sun, H. (2020). Understanding the competitive advantages of car sharing from the travel-cost perspective. International Journal of Environmental Research and Public Health, 17(13), 4666. https://doi.org/10.3390/ijerph17134666


[20] Hu, B., Liu, Y., Zhang, X., & Dong, X. (2020). Understanding regional talent attraction and its influencing factors in China: From the perspective of spatiotemporal pattern evolution. PloS One, 15(6), e0234856. https://doi.org/10.1371/journal.pone.0234856


[21] Xing, L., Wang, D., Li, Y., Guan, J., & Dong, X. (2020). Simulation analysis of the competitive status between China and Portuguese-speaking countries under the background of one belt and one road initiative. Physica A: Statistical Mechanics and Its Applications, 539, 122895. https://doi.org/10.1016/j.physa.2019.122895


[22] 沈欣忆, 刘美辰, 吴健伟, & 董现垒. (2020). MOOC学习者在线学习行为和学习绩效评估模型研究. 中国远程教育, 10, 1–9. https://doi.org/10.13541/j.cnki.chinade.2020.10.001


[23] 胡蓓蓓, 刘科群, & 董现垒. (2020). 中国绿色贸易与国民幸福指数的关联性研究. 统计与决策, 12, 100–104. https://doi.org/10.13546/j.cnki.tjyjc.2020.12.021