重庆交通大学

龚科

发布日期:2024-04-19 浏览次数:

个人简介 龚科,男,(1979-),博士,博士后,三级教授,博士生导师,中国信息经济学会常务理事,重庆市巴渝学者特聘教授,重庆市优秀博士学位论文奖获得者,重庆市高校中青年骨干教师,美国内华达拉斯维加斯访问学者,国家自然科学基金通讯评审专家。主要研究方向为(1)数据科学及智能管理(2)大数据与人工智能(3)气候变化与可持续发展(4)运营与供应链管理。在《IEEE Transactions On Fuzzy Systems》、《Energy》、《Expert Systems with applications》、《Applied soft computing》、《Applied mathematical modeling》、《系统工程理论与实践》等期刊发表论文50余篇,其中29篇论文被SCI/SSCI检索,3篇论文进入ESI学科领域百分位前3%(连续10年ESI高被引论文1篇),刊载的期刊最高影响因子12.029,论文总被引次数总计1000余次。主持包括国家自然科学基金面上项目、国家自然科学基金青年项目、教育部人文社科项目、博士后特别资助项目等11项(国家级2项、省部级9项)。任2个国际期刊编委或客座编辑、TFS、EJOR、KBS等20余个国际期刊审稿专家、1个国际会议程序委员。获重庆市优秀博士学位论文奖,重庆大学优秀博士学位论文奖,重庆大学学术奖,一级学会优秀论文奖2项。联系方式Email:gongke@cqjtu.edu.cn手机:13527563277Researchget网址:https://www.researchgate.net/profile/Ke_Gong10招生方向管理科学与工程博士(供应链管理、新能源汽车可持续发展、数据科学及智能管理)管理科学与工程硕士(工学、管理学,方向:供应链管理、新能源汽车可持续发展、数据科学及智能管理)物流工程硕士工业工程硕士MBA交通运输与工程博士后教育背景[1] 2005/09—2010/06,重庆大学,经济与工商管理学院,研究生/博士(硕博连读),管理科学与工程专业,导师:肖智教授[2] 1998年—2002年,重庆大学,计算机学院,本科/学士,计算机科学与工程专业研究工作经历[1] 2016年9月至今,重庆交通大学,经济与管理学院,教授[2] 2014年9月-2015年9月,美国内华达大学拉斯维加斯分校,访问学者[3] 2014年3月2020年3月,电子科技大学,经济与管理学院,博士后,合作导师:彭怡教授[4] 2010年6月—2016年9月,重庆交通大学,管理学院,副教授 主讲课程数据结构与算法 MIS theory and practice(全英文)大数据专题学术兼职[1]    2019.10担任一级学会中国信息经济学会常务理事。[2]    2014.05 担任一级学会中国信息经济学会理事。[3]    2013.01 担任国际期刊International Journal on Information Processing and Management编委。[4]    2013.01 担任国际期刊Journal of Next Generation Information Technology编委。[5]    2013.06 担任The First International Conference on Data Engineering国际会议程序委员。审稿专家:[1]    IEEE Transactions on Fuzzy Systems[2]    European Journal of Operational Research[3]    Journal of computational and applied mathematics[4]    International Journal of Production Research[5]    Knowledge-based systems[6]    Computers & mathematics with applications[7]    Applied Mathematics letters[8]    Acta Mathematicae Applicatae Sinica, English Series[9]    Advances In Mathematics[10] INTERNATIONAL JOURNAL OF PHYSICAL SCIENCES[11] Artificial Intelligence in Medicine[12] The Scientific World Journal[13] International journal of machine learning and cybernetics[14] Applied Mathematics & Information Sciences[15] Electronic Commerce Research[16] Journal of Intelligent Systems[17] Journal of Engineering Design[18] Applied soft computing[19] International Journal of Fuzzy System Applications[20] International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems[21] Computers & Industrial Engineering[22] IEEE Transactions on Cybernetics[23] IEEE Access[24] 系统工程理论与实践[25] 重庆交通大学学报代表作:[1]    Gong K, Zheng W, Shu Y. Battery Leasing Business for Hydrogen Fuel Cell Vehicles: motorists’ costs, adoption, and manufacturers’ profits. Energy, 2024(293), doi: 10.1016/j.energy.2024.130657.(SCI期刊,中科院一区,影响因子9.0)[2]    GONG K, WANG Y, XU M, XIAO Z. BSSReduce an O(|U|) incremental feature selection approach for large-scale and high-dimensional data [J]. IEEE Trans Fuzzy Syst, 2018, 26(6): 3356 - 67. SCI期刊论文(中科院一区,JCR Q1,IF=12.029)[3]    XIAO Z, GONG K*, ZOU Y. A combined forecasting approach based on fuzzy soft sets [J]. Journal Of Computational And Applied Mathematics, 2009, 228(1): 326-33. (ESI高被引2009-至今,JCR Q1,IF=1.357,被引用214次谷歌学术统计,ESI排名前0.46%)[4]    XIAO Z, GONG K*, XIA S S, ZOU Y. Exclusive disjunctive soft sets [J]. Computers & Mathematics with Applications, 2010, 59(6): 2128-37. (ESI高被引2014,JCR Q1,IF=1.531,被引用101次谷歌学术统计,ESI排名前1.73%)[5]    GONG K, XIAO Z, ZHANG X. The bijective soft set with its operations [J]. Computers & Mathematics with Applications, 2010, 60(8): 2270-8. (JCR Q1,IF=1.531,被引用104次谷歌学术统计,ESI排名前2.7%)[6]    GONG K, WANG P P, XIAO Z. Bijective soft set decision system based parameters reduction under fuzzy environments [J]. Applied Mathematical Modelling , 2013, 37(6): 4474-85. (中科院一区,JCR Q1,IF=2.841,被引用25次谷歌学术统计)论文:[1]    Gong K, Zheng W, Shu Y. Battery Leasing Business for Hydrogen Fuel Cell Vehicles: motorists’ costs, adoption, and manufacturers’ profits. Energy, 2024(293), doi: 10.1016/j.energy.2024.130657.(SCI期刊,中科院一区,影响因子9.0)[2]    Li S, Gong K*, Song N, Zeng B. Forecasting China’s natural gas external dependence under the “Dual Carbon” goals by a new grey model. Science Progress. 2023;106(1). doi:10.1177/00368504231157707[3]    Shuliang Li, Nannan Song, Ke Gong*(通信作者), Bo Zeng, Yingjie Yang. Forcasting China’s Hydroelectric power gerneration under the new era based on grey combination model, Journal of Grey System. 2023; 35(2).[4]    Li, S. L., Gong, K.*, Zeng, B., Zhou, W. H., Zhang, Z. Y., Li, A. X., & Zhang, L. (2021). Development of the GM(1,1,circle times(b)) model with a trapezoidal possibility function and its application. Grey Systems-Theory And Application. doi: 10.1108/gs-11-2020-0145[5]    Dong, Y. X., Zheng, X. M., Xu, Z. S., Chen, W. J., Shi, H. B., & Gong, K. (2021). A NOVEL DECISION-MAKING FRAMEWORK BASED ON PROBABILISTIC LINGUISTIC TERM SET FOR SELECTING SUSTAINABLE SUPPLIER CONSIDERING SOCIAL CREDIT. Technological And Economic Development Of Economy, 27(6), 1447-1480. doi: 10.3846/tede.2021.15351[6]    Dong, Y. X., Cheng, X. T., Xu, Z. S., Chen, W. J., Shi, H. B., & Gong, K. (2021). Belief interval interpretation of probabilistic linguistic term sets and a visual method for solving the preference problem in multicriteria group decision making. International Journal Of Intelligent Systems, 36(8), 4364-4391. doi: 10.1002/int.22463[7]    Dong, Y. X., Cheng, X. T., Hou, C. J., Chen, W. J., Shi, H. B., & Gong, K. (2021). Distance, similarity and entropy measures of dynamic interval-valued neutrosophic soft sets and their application in decision making. International Journal Of Machine Learning And Cybernetics, 12(7), 2007-2025. doi: 10.1007/s13042-021-01289-6[8]    Gong, K., Zhang, L., Ni, D., Li, H. M., Xu, M. Z., Wang, Y., & Dong, Y. X. (2020). An expert system to discover key congestion points for urban traffic. Expert Systems with Applications, 158. doi: 10.1016/j.eswa.2020.113544[9]    Dong, Y. X., Cheng, X. T., Chen, W. J., Shi, H. B., & Gong, K. (2020). A cosine similarity measure for multi-criteria group decision making under neutrosophic soft environment. Journal Of Intelligent & Fuzzy Systems, 39(5), 7863-7880. doi: 10.3233/jifs-201328[10] Gong, K.*, Wang, Y., Xu, M., & Xiao, Z. (2018). BSSReduce an O(|U|) incremental feature selection approach for large-scale and high-dimensional data. Ieee Transactions on Fuzzy Systems, 26(6), 3356 - 3367.[11] Wang, Y., Yuan, Y. Y., Assogba, K., Gong, K., Wang, H. Z., Xu, M. Z., & Wang, Y. H. (2018). Design and Profit Allocation in Two-Echelon Heterogeneous Cooperative Logistics Network Optimization. Journal Of Advanced Transportation. doi: 10.1155/2018/4607493[12] Gong, K., Peng, Y., Wang, Y., & Xu, M. Z. (2018). Time series analysis for C2C conversion rate. Electronic Commerce Research, 18(4), 763-789. doi: 10.1007/s10660-017-9283-6[13] Wang, Y., Ma, X. L., Liu, M. W., Gong, K., Liu, Y., Xu, M. Z., & Wang, Y. H. (2017). Cooperation and profit allocation in two-echelon logistics joint distribution network optimization. Applied Soft Computing, 56, 143-157. doi: 10.1016/j.asoc.2017.02.025[14] Gong, K., Wang, P. P., & Peng, Y. (2017). Fault-tolerant enhanced bijective soft set with applications. Applied Soft Computing, 54, 431-439. doi: 10.1016/j.asoc.2016.06.009[15] 王勇, 刘永, & 龚科. (2016). 物流园区空间吸引的劳动力转移与产业集聚. 商业研究, 62(5), 32-38.[16] 龚科, 王盼盼, & 王勇. (2016). 基于模糊双射软集合的内河岸线资源 KDD 模型. 运 筹与 管理, 25.[17] Wang, Y., Ma, X. L., Liu, Y., Gong, K., Henricakson, K. C., Xu, M. Z., & Wang, Y. H. (2016). A Two-Stage Algorithm for Origin-Destination Matrices Estimation Considering Dynamic Dispersion Parameter for Route Choice. Plos One, 11(1). doi: 10.1371/journal.pone.0146850[18] 谈晓勇, & 龚科. (2015). 基于决策效用分析的应急救援路径优化. 系统工程(4), 131-135.[19] Gong, K., Peng, Y., Torkzadeh, R., & Deng, H. (2015). Time Series Analysis of Consumer Conversion Behavior for an Online Retail Store. Paper presented at the DSI2015.[20] Gong, K., & Yan, H. L. (2015). Performance Measurement of Logistics Service Supply Chain Using Bijective Soft Set. Journal of Advanced Manufacturing Systems, 14(1), 23-40. doi: 10.1142/s0219686715500031[21] 李勤, & 龚科. (2014). 供应链金融模式下中小企业信用风险的案例分析. 金融理论与实践.[22] 谈晓勇, & 龚科. (2014). 改进交叉评价 DEA 在模糊综合评价中的应用. 数学的实践与认识(19), 107-113.[23] 蒋维, 龚科, & 李德波. (2014). 具有信息冗错性的双射软集合评价模型在企业逆向物流绩效评价中的应用. 物流技术, 33(5), 117-119.[24] Gong, K., Wang, P. P., & Xiao, Z. (2013). Bijective soft set decision system based parameters reduction under fuzzy environments. Applied Mathematical Modelling, 37(6), 4474-4485. doi: 10.1016/j.apm.2012.09.067[25] 龚科, 王盼盼, & 许茂增. (2013). 基于异或软集合的不完备信息系统约减. 数学的实践与认识, 43(7), 57-67.[26] Xiao, Z., Xia, S. S., Gong, K., & Li, D. (2012). The trapezoidal fuzzy soft set and its application in MCDM. Applied Mathematical Modelling, 36(12), 5844-5855. doi: 10.1016/j.apm.2012.01.036[27] Gong, K., Wang, P. P., & Qi, Z. H. (2012). Bijective Interval-Valued Fuzzy Soft Set with Its Operations. Paper presented at the Advanced Engineering Forum.[28] 龚科, 齐志辉, & 肖智. (2012). 双射软集合对经典粗糙集的扩展. Paper presented at the 2012 中国信息经济学年会会议论文集.[29] 龚科, 王盼盼, & 肖智. (2012). 考虑误分度的双射软集合决策系统参数约减. Paper presented at the 2012 中国信息经济学年会会议论文集.[30] Xiao, Z., Yang, X. L., Niu, Q., Dong, Y. X., Gong, K., Xia, S. S., & Pang, Y. (2012). A new evaluation method based on D-S generalized fuzzy soft sets and its application in medical diagnosis problem. Applied Mathematical Modelling, 36(10), 4592-4604. doi: 10.1016/j.apm.2011.11.049[31] Gong, K., Xiao, Z., & Zhang, X. (2011). Corrigendum to “Exclusive disjunctive soft set” [Comput. Math. Appl. 59 (2010) 2128–2137]. Computers & Mathematics With Applications, 61(7), 1906. doi: 10.1016/j.camwa.2011.02.005[32] Gong, K., Xu, M. Z., & Zhang, X. (2011). Bijective Soft Set Approach for Quality Evaluation of Graduate Education. Advances In Computer Science, Environment, Ecoinformatics, And Education, Pt 5, 218, 396-+.[33] 肖智, 龚科, & 李丹. (2011). 基于双射软集合决策系统的参数约减. 系统工程理论与实践, 31(2), 308-314.[34] Gong, K., Liu, M., Fang, Y., & Zhang, X. (2011). A hybrid model of rough sets and Shannon entropy for building a foreign trade forecasting system. Paper presented at the Computational Sciences and Optimization (CSO), 2011 Fourth International Joint Conference on.[35] Gong, K., Xiao, Z., & Zhang, X. (2010). The bijective soft set with its operations. Computers & Mathematics With Applications, 60(8), 2270-2278. doi: 10.1016/j.camwa.2010.08.017[36] Xiao, Z., Gong, K., Xia, S. S., & Zou, Y. (2010). Exclusive disjunctive soft sets. Computers & Mathematics With Applications, 59(6), 2128-2137. doi: 10.1016/j.camwa.2009.12.018[37] 龚科, 肖智, & 李丹. (2010). 基于支持向量机的物业税税基批量评估. 涉外税务(5), 35-39.[38] Gong, K., & Zhang, X. (2010). Applying bijective soft set in assessment of supply chain information sharing. Paper presented at the Information Management, Innovation Management and Industrial Engineering (ICIII), 2010 International Conference on.[39] Xiao, Z., Li, D., & Gong, K. (2010). A Bijective Soft Set Approach to Regional Sustainable Development Evaluation. Paper presented at the 1st International Conference on Sustainable Construction and Risk Management.[40] Gong, K., Ran, M. Y., & Deng, C. M. (2010, Nov 27-29). On some relationship between classical rough set and soft set. Paper presented at the 5th International Conference on Cooperation and Promotion of Information Resources in Science and Technology, Beijing, PEOPLES R CHINA.[41] Xiao, Z., Gong, K., & Zou, Y. (2009). A combined forecasting approach based on fuzzy soft sets. Journal of Computational and Applied Mathematics, 228(1), 326-333. doi: 10.1016/j.cam.2008.09.033[42] Zou, Y., Xiao, Z., & Gong, K. (2009). Parameters reduction of soft sets based on invariability of optimal choice objects. J. Syst. Eng, 24(4), 457-461.[43] 邹艳, 肖智, & 龚科. (2009). 基于最优选择对象不变的软集合参数约简. 系统工程学报, 24(4).[44] Zou, Y., Chen, Y. K., & Gong, K. (2009, Nov 21-22). Method of Determining Weights of Indices in Group Evaluation Based on Soft Sets. Paper presented at the 3rd International Symposium on Intelligent Information Technology Application, Nanchang, PEOPLES R CHINA. 专著:[1]    龚科、肖智、刘永,软集合理论与决策,科学出版社,2016年。科研项目[1]    国家自然科学基金面上项目,46万元,数据驱动的交通拥堵要因分析迁移学习方法研究,项目负责人,2019.1-2022.12。71871034[2]    国家自然科学基金青年项目,20.5万元,C2C网商决策支持系统研究—基于数据分解融合与案例学习集成,项目负责人,2014.12-2016.12。71301180[3]    中国博士后基金特别资助项目,15万元,基于软集合与EMD融合的C2C网商决策支持系统 ,项目负责人,2016.1-2017.12.[4]    中国博士后基金(一等资助)项目,8万元, 基于软集合的C2C网商决策规则获取模型研究,项目负责人,2014.9-2016.9.[5]    教育部人文社会科学基金项目,7万元,面向多种信息融合的软集合参数约减研究(项目编号:12YJC630053),项目负责人,2012.1-2014.12。[6]    重庆市教委人文社科重点研究基地项目,3万元,基于极端供应链管理的重大疫情防控救治体系和应急能力建设研究(项目编号:23SKJD083),项目负责人,2022.12.25-2025.06.30。[7]    重庆市基础科学与前沿技术研究专项项目,基于可解释深度自编码的气候变化经济影响模型研究(cstc2021jcyj-msxmX0284),项目负责人, 2021-09-01至2024-09-01。[8]    重庆市教委科学技术研究项目,基于时间戳软集合的服饰网购消费者偏好挖掘及应用,KJ1705119,2017.1-2020.6项目负责人。[9]    重庆市基础科学与前沿技术研究专项项目,面向B2B用户评论的消费者偏好时间段相似性挖掘方法研究,项目负责人,2018.1-2019.6。[10] 重庆市自然科学基金项目,5万元,多信息融合的内河岸线资源评价软集合模型研究(项目编号:CSTCJJA30007),项目负责人,2011.8-2014.7。[11] 重庆市教委科学技术基金项目,2万元。基于软集合理论的供应链信息共享价值评价方法研究(项目编号:KJ110414),项目负责人,2011.1-2013.3。横向课题[1]    中新互联互通项目及陆海新通道智慧价值链形成模型研究,重庆卡歌科技有限公司,2019年,项目负责人[2]    渝新欧国际物流公共服务云平台——重庆市大数据创新应用试点项目申报,重庆卡歌科技有限公司,2017年,项目负责人。[3]    渝新欧新兴消费品全产业链园项目建设可行性研究,渝新欧供应链管理公司,2017年,项目负责人。[4]    重庆交通运输控股(集团)有限公司信息化发展规划,重庆交通运输控股(集团)有限公司,2016年,主研。[5]    亚行贷款重庆现代物流体系建设项目,重庆市公路运输集团有限公司,2014年,主研。[6]    渝新欧国际商贸物流大通道(建设规划/项目方案),重庆市交通运输(控股)集团,2013年,项目负责人。[7]    重庆市港口优化配置与整合方案研究,重庆市港航管理局,2011-2012年,主研。获奖[1]    交凯智能百万奖教金,2021,重庆交通大学。[2]    交通运输重大科技创新成果库入库成果(交通运输科技论文),2018,交通运输部。[3]    重庆市优秀博士学位论文奖,2011,重庆市教育委员会。[4]    重庆大学优秀博士学位论文奖,2011,重庆大学。[5]    重庆大学研究生学术奖,2010,重庆大学。[6]    中国信息经济学会博士生论坛优秀论文奖,2009,中国信息经济学会。[7]    中国信息经济学会博士生论坛优秀论文二等奖,2012,中国信息经济学会。荣誉[1]    重庆市巴渝学者特聘教授,重庆市教委,2018.[2]    重庆市第八批高校中青年骨干教师,重庆市教育委员会,2018.[3]    国家公派出国留学资格,国家留学生基金委,2014。

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