职称：副教授

邮箱：qinjindongseu@126.com

研究方向：大数据驱动决策分析、机器学习与智能优化、应用统计分析

个人简介

大数据驱动决策分析、机器学习与智能优化、应用统计分析

个人简介

秦晋栋，男，1984年3月生，湖北武汉人，2016年毕业于东南大学管理科学与工程专业，获管理学博士学位；2014-2015年在加拿大阿尔伯塔大学电子与计算机工程学院访学，2019年在新加坡国立大学、欧洲工商管理学院（INSEAD）访学。现任武汉理工大学管理学院副教授、管理科学与工程专业博士生导师，数据科学与智能决策研究中心主任。湖北省楚天学者、湖北省青年晨光计划入选者、爱思维尔中国高被引学者、斯坦福大学全球前2%顶尖科学家。

主要学术任职

主讲课程

本科生课程：管理统计学

研究生课程：高等应用统计学、管理科学研究方法 

科研获奖

[1]秦晋栋，刘新旺，Witold Pedrycz. 湖北省第十二届社科优秀成果奖三等奖，排序第一

[2]秦晋栋，刘新旺，Witold Pedrycz. 湖北省高等学校哲学社会科学研究优秀成果奖(2017-2018年度)，排序第一

[3]秦晋栋，刘新旺，Witold Pedrycz. 武汉市（第16次）社会科学优秀成果奖三等奖，排序第一

[4]秦晋栋，刘新旺，Witold Pedrycz. 中国百篇最具国际影响学术论文，排序第一

[5]秦晋栋，刘新旺，Witold Pedrycz. SCI期刊IJFS年度最佳论文奖(Best Paper Award),排序第一 

主持科研项目

[1] 国家自然科学基金面上项目“在线评论数据驱动的广义二型模糊决策方法研究”(72071151)，2021.1-2024.12，49万，主持。

[2] 国家自然科学基金青年项目“基于粒计算的二型模糊决策方法及其在群体推荐中的应用”（71701158），2018.1-2020.12，18万，主持 （已结题，后评估：优秀）。

[3] 教育部人文社会科学基金项目“大数据驱动的二型模糊决策方法及其在突发事件应急预案评估中的应用”（17YJC630114）, 2017.9-2020.9, 8万，主持 （已结题）。

[4] 湖北省自然科学基金面上项目“基于二型模糊信息的多属性决策理论方法与应用研究”（2020CFB773）,  2020.9-2022.9,  5万，主持 （已结题，后评估：优秀）。

[5] 湖北省自然科学基金面上项目“基于数据驱动的二型模糊信息集成与决策方法研究”（2023AFB712）,  2023.9-2025.9,  5万，主持。

发表论文情况

 近年来，在INFORMS Journal on Computing(UTD24)、IISE Transactions、EJOR、Omega、JORS、IJPE、ANOR、 IEEE Transactions、INS、系统工程理论与实践、中国管理科学等国内外高水平SCI/SSCI和基金委中文A类期刊发表（含录用）论文80余篇，ESI高被引论文5篇，ESI热点论文1篇。H指数32，论文总引用3500余次，部分论文如下：

[1] Jindong Qin, Pan Zheng, Xiaojun Wang, Product Redesign and Innovation Based on Online Reviews: A Multistage Combined Search Method, Forthcoming in INFORMS Journal on Computing, 2024，https://doi.org/10.1287/ijoc.2022.0333. (UTD 24, 国际运筹与管理科学顶级期刊)

[2] Jindong Qin, Xinwang Liu, Witold Pedrycz, An extended TODIM multi-criteria group decision making method for green supplier selection under interval type-2 fuzzy environment, European Journal of Operational Research, 2017, 258: 626-638. (SCI) (ABS 4星，FMS A类，影响因子6.4，Citation:605) (ESI 热点论文、高被引论文，入选2017中国百篇最具国际学术影响力论文)

[3] Weizhong Wang, Xinwang Liu*, Jindong Qin*, Shuli Liu. An extended TODIM for risk evaluation and prioritization of failure modes considering risk indicators interaction. IISE Transactions, 2019, 51(11): 1236-1250. (ABS 3, 国际管理科学与工业工程领域顶级期刊)

[4] Jindong Qin, Pan Zheng, Xiaojun Wang. Comprehensive helpfulness of online reviews: A dynamic strategy for ranking reviews by intrinsic and extrinsic helpfulness. Decision Support Systems, 2022, 163, 113859. (FMS B类，ABS 3，影响因子：5.795，信息系统领域权威期刊)

[5] Jindong Qin, Yingying Liang, Luis Martinez, Alessio Ishizaka, Witold Pedrycz. ORESTE-Sort: A novel multiple criteria sorting method for sorting port groups competitiveness, Annals of Operational Research, 2023, 325，875-909. (SCI/SSCI) (FMS B类，ABS 3, 影响因子4.854, 运筹学领域权威期刊)

[6] Jindong Qin, Yingying Liang. Modeling the Minimum Cost Consensus Problem with Risk Preferences, Journal of the Operational Research Society, 2023, 74(1): 417-429. (SCI/SSCI). (FMS B类，ABS 3, 影响因子1.752，运筹学领域权威期刊)

[7] Jindong Qin, Mingzhi Zeng, Xiao Wei, Witold Pedrycz. Ranking Products through Online Reviews: A Novel Data-Driven Method based on Interval Type-2 Fuzzy Sets and Sentiment Analysis, Journal of the Operational Research Society, 2023, doi: 10.1080/01605682.2023.2215823. (SCI/SSCI). (FMS B类，ABS 3, 影响因子1.752，运筹学领域权威期刊)

[8] Jindong Qin, Minxuan Li, Xiaojun Wang, Witold Pedrycz. Collaborative Emergency Decision-making: A Framework for Deep Learning with Social Media Data, International Journal of Production Economics, 2024,  264, 109072. (FMS B类，ABS 3，JCR Q1, 影响因子12，管理科学权威期刊)

[9] Jindong Qin, Xiaoyu Ma, Witold Pedrycz. A Granular Computing-Driven Best-Worst Method for Supporting Group Decision Making, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023, 53(9): 5591 - 5603. (ABS 3, FMS B类，JCR Q1, 影响因子11.471，管理科学权威期刊)

[10] Qun Wu, Xinwang Liu, Ligang Zhou, Jindong Qin, Jafar Rezaei. An analytical framework for the best-worst method, Omega-International Journal of Management Science, 2024, 102974. (ABS 3, FMS B类，JCR Q1, 影响因子6.9，管理科学权威期刊)

[11] Jindong Qin, Lesheng Jin, Radko Mesiar, Ronald Yager. Eliciting different lattice dominance points evaluate distribution information, IEEE Transaction on Fuzzy Systems. 2018, 26(6): 3888-3892 (中科院一区Top, JCR Q1, 影响因子12.029, 人工智能与模糊系统领域旗舰期刊)

[12] Jindong Qin, Yingying Zeng, Yujie Zhou. Context-Dependent DEASort: A Multiple Criteria Sorting Method for Ecological Risk Assessment Problems. Information Sciences, 2021, 572：88-108.( 中科院1区Top, FMS B类，JCR Q1, 影响因子8.1，信息科学类权威期刊)

[13] Jindong Qin, Luis Martinez, Witold Pedrycz, Xiaoyu Ma, Yingying Liang. An Overview of Granular Computing in Decision-making: Extensions, Applications, and Challenges, Information Fusion, 2023, 98, 101833. (中科院1区Top，JCR Q1, 影响因子：12.975, 人工智能领域权威期刊) 

[14] Jindong Qin, Di Wang, Yingying Liang. Social network-driven bi-level minimum cost consensus model for large-scale group decision-making: A perspective of structural holes. Information Sciences, 2023, 649, 119678.( 中科院1区Top, FMS B类，JCR Q1, 影响因子8.1，信息科学类权威期刊)

[15] Jindong Qin, Minxuan Li, Yingying Liang. Novel Minimum Cost Consensus Model for Social Network Preference Analysis in Large-scale Group Decision-making Using Louvain Algorithm. Information Fusion, 2022, 80: 121-136. (中科院1区Top，JCR Q1, 影响因子：12.975, 人工智能领域权威期刊) 

[16] Jindong Qin, Mingzhi Zeng, An Integrated Method for Product Ranking through Online Reviews Based on Evidential Reasoning Theory and Stochastic Dominance. Information Sciences, 2022, 612: 37-61. (中科院1区Top , FMS B类，JCR Q1, 影响因子：8.1)

[17] Jindong Qin, Xiaoyu Ma, Yingying Liang. Building a Consensus for the Best-Worst Method in Group Decision-Making with An Optimal Allocation of Information Granularity. Information Sciences, 2023, 619: 630-653. (中科院1区Top,  FMS B类，JCR Q1, 影响因子：8.1)

[18] Jindong Qin, Yingying Liang. Consensus driven preference analysis model for incomplete group decision making with the multiple criteria hierarchy process. Computers & Industrial Engineering, 2023, 109024. (FMS B类，JCR Q1, 影响因子：7.180)

[19] Jindong Qin, Xiaoyu Ma. An IT2FS-PT3 Based Emergency Response Plan Evaluation with MULTIMOORA Method in Group Decision Making. Applied Soft Computing, 2022, 122: 108812. (中科院1区Top , JCR Q1, 影响因子：6.725)

[20] Jindong Qin, Tingting Xu, Pan Zheng. Axiomatic framework of entropy measure for type-2 fuzzy sets with new representation method and its application to product ranking through online reviews. Applied Soft Computing, 2022, 130: 109689. (中科院1区Top , JCR Q1, 影响因子：6.725)

[21] Xiaoyu Ma, Jindong Qin, Luis Martinez, Witold Pedrycz. A linguistic information granulation model based on best-worst method in decision making problems. Information Fusion, 2023, 89: 210-227. (ESI高被引论文，中科院1区Top，JCR Q1, 影响因子：12.975) 

[22] 秦晋栋，徐婷婷. 二型模糊决策理论与方法研究综述. 控制与决策, 2023, 38(6):1510-1523.（FMS 中文T1期刊）

[23] 徐婷婷，秦晋栋. 基于新定义的二型模糊偏好关系及其在多准则决策中的应用. 控制与决策, 2023, doi: 10.13195/j.kzyjc.2019.0610.（FMS中文 T1期刊）

[24] Yingying Liang, Jindong Qin*, Luis Martinez, Consensus-based multi-criteria group preference analysis model with multi-granular linguistic distribution information, IEEE Transaction on Fuzzy Systems, 2020, 28(12): 3145-3160. (JCR Q1, 影响因子8.415, 模糊系统领域旗舰期刊)

[25] Xingchen Hu, Jindong Qin*, Yinghua Shen, Witold Pedrycz, Xinwang Liu, Jiyuan Liu. An Efficient Federated Multi-view Fuzzy C-Means Clustering Method, IEEE Transaction on Fuzzy Systems, 2024, 32(4): 1886 - 1899. (中科院1区Top, JCR Q1, 影响因子8.415, 模糊系统领域旗舰期刊)

[26] Yingying Liang, Witold Pedrycz, Jindong Qin*, Optimizing information granule-based consensus reaching model in large-scale group decision making, IEEE Transaction on Fuzzy Systems, 2024, 32(4): 2413 - 2427. (中科院1区Top , JCR Q1, 影响因子8.415, 模糊系统领域旗舰期刊)

[27] Jindong Qin, Xinwang Liu, Multi-attribute group decision making using combined ranking value under  interval type-2 fuzzy environment, Information Sciences, 2015, 297: 293-315. (SCI) (FMS B，JCR Q1, 影响因子6.795, Citation: 125) (ESI 高被引论文)

[28] Jindong Qin, Xinwang Liu, Witold Pedrycz, A multiple attribute interval type-2 fuzzy group decision making and its application to supplier selection with extended LINMAP method, Soft Computing, 2017, 21(12): 3207-3226. （SCI/SSCI）(JCR Q2, 影响因子2.367, Citation: 36)  (ESI 高被引论文)

[29] Jindong Qin, Xinwang Liu, Witold Pedrycz, An extended VIKOR method based on prospect theory for multiple attribute decision making under interval type-2 fuzzy environment, Knowledge-Based Systems, 2015, 86: 116-130. (SCI/ SSCI) (中科院1区Top, 影响因子4.396, Citation: 172，ESI高被引论文)

[30] Jindong Qin, Yan Xi, Witold Pedrycz, Failure mode and effects analysis (FMEA) for risk assessment based on interval type-2 fuzzy evidential reasoning method. Applied Soft Computing, 2020, 89, 106134. (中科院1区Top ，JCR Q1, 影响因子6.725, Citation: 86)

[31] Zhou Xu, Jindong Qin*, Jun Liu, Luis Martinez. Sustainable supplier selection based on AHPSort Ⅱ in interval type-2 fuzzy environment. Information Sciences. 2019, 483: 273-293. (中科院1区Top, FMS B, JCR Q1, 影响因子6.795，Citation:8,  ESI高被引论文)

[32] Minxuan Li, Jindong Qin*, Tao Jiang, Witold Pedrycz. Dynamic Relationship Network Analysis Based on Louvain Algorithm for Large-Scale Group Decision Making. International Journal of Computational Intelligence Systems. 2021, 14(1): 1242-1255. (JCR Q2, 影响因子2.0, Citation: 17)

[33] Yingying Liang, Jindong Qin*, Luis Martinez. Heterogeneous QUALIFLEX method based on Choquet integral for green supplier selection. Information Sciences, 2020, 512: 1481-1502. (中科院一区Top, JCR Q1, 影响因子4.305，Citation:30)

[34] Zhineng Hu, Li Wang, Jindong Qin*, Ben Lev, Lu Gan. Optimization of facility location and size problem based on bi-level multi-objective programming. Computers & Operations Research, 2022, 105860. (ABS 3, JCR Q1, FMS B类，影响因子：5.431，运筹学领域权威期刊)

[35] Yuzhu Wu, Yucheng Dong, Jindong Qin, Witold Pedrycz. Flexible linguistic expressions and consensus reaching with accurate constraints in group decision making. IEEE Transactions on Cybernetics, 2020, 50(6):  2488-2501. (ABS 3, JCR Q1, 影响因子：10.387,  Citation:65，ESI高被引论文)

[36] Yuzhu Wu, Yucheng Dong, Jindong Qin, Witold Pedrycz. Linguistic distribution and priority-based approximation to linguistic preference relations with flexible linguistic expressions in decision-making.  IEEE Transactions on Cybernetics , 2021,51(2): 649-659. (中科院1区Top, ABS 3, JCR Q1, 影响因子：10.387,  Citation:2, 人工智能领域权威期刊)

[37] Tong Wu, Xinwang Liu, Jindong Qin*, Francisco Herrera. A New Clustering Algorithm with Preference Adjustment Cost to Reduce the Cooperation Complexity in Large Scale Group Decision Making. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(8): 5271 - 5283. (中科院1区Top ,  ABS 3, JCR Q1, 影响因子：10.387，人工智能领域权威期刊)

[38] Qun Wu, Xinwang Liu, Jindong Qin*, L Zhou, H Garg, A Mardani. Consensus reaching for prospect cross-efficiency in data envelopment analysis with minimum adjustments. Computers & Industrial Engineering, 2022, 168, 108087. (FMS B, JCR Q1, 影响因子：5.431)

[39] Qun Wu, Xinwang Liu, Jindong Qin*, L Zhou. An Integrated Generalized TODIM Model for Portfolio Selection Based on Financial Performance of Firms. Knowledge Based Systems, 2022, 249, 108794. (中科院1区Top)

[40] Jindong Qin, Xinwang Liu, Witold Pedrycz, Frank Aggregation Operators and Their Application to Hesitant Fuzzy Multiple Attribute Decision Making, Applied Soft Computing, 2016, 41: 428-452 (SCI /SSCI) (中科院1区Top , JCR Q1, 影响因子3.907, Citation: 36)

出版专著和教材情况

[1] 秦晋栋，刘新旺.二型模糊决策理论与方法及其推荐应用，科学出版社，2019

[2] Jindong Qin, Xinwang Liu.Type-2 Fuzzy Decision Making Theories, Methodologies and Applications,Springer, 2019 

[3] Multi-Criteria Decision-Making Sorting Methods: Applications to real-world problems. Luis Martínez López, Alessio Ishizaka, Jindong Qin, Pavel A. Alvarez-Carrillo,  Elsevier, 2023.

其他说明

    具备博士招生资格，招收管理科学与工程专业的博士和硕士研究生。希望招收的学生志存高远、德才并重，具有扎实的数学、计算机和外语基础，踏实刻苦，并有强烈的攻读博士学位意愿。同时也欢迎优秀博士后进站并与国内外同行专家学者围绕机器学习视角下的大数据驱动决策分析理论与应用开展高水平的合作研究。