个人简介
金光英，兴海副教授，硕士研究生导师，guangying.jin@dlmu.edu.cn 
本科毕业于东北大学，硕士就读于哈尔滨工业大学，博士毕业于法国波尔多大学IMS国家实验室。大连市“青年才俊”高层次人才。曾前往德国国家实验室Fraunhofer IPK（生产设备与设计技术）研究所从事科研工作。主要研究领域包括计算智能与混合深度学习、大数据分析、智能预测与决策支持、智慧港口管理、工程项目风险管理、人力资源管理等。
主要研究领域：
学科：管理科学与工程、工业工程与管理、工程管理、数字经济；
主要讲授课程：
本科生：《C语言程序设计》、《C语言编程实践》、《Nosql数据库原理及应用》
硕/博研究生：《大数据分析方法及应用》
主持和参与的科研项目：
[1] 辽宁省社会科学规划基金一般项目，L25BGL005，辽宁省智慧港口作业人员安全风险评估与预警机制研究，2025.10，主持，在研
[2] 辽宁省社会科学规划基金一般项目，L22BGL008，智慧港口环境下基于企业-员工多源数据视角的大连国际枢纽港人力资源配置机理研究，主持，结项
[3] 国家自然科学基金面上项目，72271037，企业智能产品数字技术创新中的知识整合策略研究，参与，在研
[4] 国家自然科学基面上项目，72271038，基于“物联网+区块链”的近岸海域污染物反演溯源方法，参与，在研
主要学术论文和专著：
[1] Jin Guangying, Zhao Jianyu. A convolutional neural network-long short-term memory hybrid deep learning model for predicting uncontrollable energy consumption balance in France; Engineering Applications of Artificial Intelligence; 2026 (JCR-1区 Top，IF: 9.0)
[2] Jin Guangying, Yang, Chunhui. A systematic intelligent prediction model for residential construction cost based on fuzzy AHP and GA-BP neural network；Advanced Engineering Informatics; 2026 (JCR-1区 Top，IF: 11.5)
[3] Jin Guangying, Ran Wei., Zhang Manyue, Li Yun. An Intelligent Prediction Model for the Synthesis Conditions of Metal−Organic Frameworks Utilizing Artificial Neural Networks Enhanced by Genetic Algorithm Optimization. Journal of Chemical Information and Modeling; 2025 (JCR -1区 Top，IF: 6.4)
[4] Jin Guangying; Selection of virtual team members for smart port development projects through the application of the direct and indirect uncertain TOPSIS method; Expert Systems with Applications; 2023 (JCR -1区Top, IF: 9.4)
[5] Jin, Guangying, Séverine Sperandio, and Philippe Girard; Selecting risk response strategies to minimize human errors in a design project for factories of the future. Expert Systems with Applications; 2023 (JCR -1区Top, IF：9.4)
[6] Jin Guangying, Sperandio, S., & Girard, P.; Selection of design project with the consideration of designers' satisfaction factors and collaboration ability; Computers & Industrial Engineering; 2019 (JCR -1区Top, IF：7.3)
[7] Jin Guangying, & Jäkel, F. W.; Execution and evaluation of enterprise models in IEM/MO2GO based on Petri net; The International Journal of Advanced Manufacturing Technology; 2018 (JCR-2区，IF: 3.7)
[8] Jin Guangying. Designer Selection for Complex Engineering System Design Projects Considering the Disciplines Demanded. Sustainability; 2022 (JCR-2区，IF: 4.1)
[9] Jin Guangying., Jin, G., & Huo, H.; Selection of Business Process Modeling Tool with the Application of Fuzzy DEMATEL and TOPSIS Method. Axioms. 2022 (JCR-2区，IF: 1.5)
[10] Jin Guangying, Feng, Wei, & Meng, Qingpu; Prediction of Waterway Cargo Transportation Volume to Support Maritime Transportation Systems Based on GA-BP Neural Network Optimization. Sustainability; 2022 (JCR-2区，IF: 4.1)
[11] Jin Guangying, Meng, Qingpu, & Feng, Wei. Optimization of logistics system with fuzzy FMEA-AHP methodology. Processes; 2022 (JCR-2区，IF: 3.4)
[12] Jin Guangying, & Jin, G.; Fault-diagnosis sensor selection for fuel cell stack systems combining an analytic hierarchy process with the technique order performance similarity ideal solution method; Symmetry; 2022 ((JCR-2区，IF: 2.2)
[13] Jin Guangying, Ran, Wei., Zhang, Manyue, Li, Yun. Intelligent Prediction of TFT-LCD’s Quality Based on BP Neural Network. In Proceedings of the 10th International Conference on Industrial and Business Engineering. 2024 (EI检索)
[14] Jin Guangying, Yang, Chunhui. Forecasting Human Resources Demand of Port Enterprises Based on Grey BP Neural Network. In Proceedings of the 9th International Conference on Industrial and Business Engineering; 2023 (EI检索).
[15] Jin Guangying, Meng Qingpu, Feng Wei; Logistics System Risk Analysis Using FMEA-AHP Methodology: during and after the COVID-19 pandemic[C]//Proceedings of the 8th International Conference on Industrial and Business Engineering; 2022 (EI检索)
[16] Jin Guangying, Feng, Wei., & Meng, Qingpu; Prediction of Port Container Throughput Based on PSO Optimization BP Neural Network Model; In Proceedings of the 8th International Conference on Industrial and Business Engineering; 2022 (EI检索)
[17] Jin Guangying, Sperandio, S., & Girard, P.; Collaborative and Participatory Design: Assignment of Team Members to Engineering Projects with the Consideration of Designer’s Expectations; In Proceedings of the Design Society: International Conference on Engineering Design; 2019. (EI检索)
[18] Jin Guangying, Qingpu Meng, Wei Feng, Chunhui Yang; Analysis of Core Employee Satisfaction for Port Project: A Case Study of Dalian Port, Journal of Human Resource Development, 2023.05.
[19] Jin Guangying, Wei Feng, Chunhui Yang, Qingpu Meng. Research on Human Resource Allocation Efficiency of Dalian Port Enterprises Based on Super-Efficiency SBM Model, Journal of Human Resource Development, 2023.05.
[20] Jin Guangying, Chunhui Yang, Qingpu Meng, Wei Feng. Research on Intelligent Manpower Forecasting Model of Dalian International Hub Port, Academic Journal of Business & Management, 2023.05.
[21] Jin, Guangying, SPERANDIO, Séverine, & GIRARD, Philippe.; Management of the Design Process: Human Resource Allocation in Factories of the Future. INSIGHT, 2017, 20: 19-22.
[22] Jin, Guangying, SPERANDIO, Séverine, & GIRARD, Philippe. Selection of design project with the consideration of designers' expectation factors and collaboration ability. Journées Doctorales GDR MACS (JD-JN MACS), Talence, France,2019.
[23] Jin, Guangying, SPERANDIO, Séverine, & GIRARD, Philippe. Management of the Design Process: Human resource allocation in Factory of the Future with the consideration of experience working together ability. Sino-france international workshop on New Information Communication Sciences and Technology for Sustainable Development (NICST 2018), Shiyan, China, 2018.
[24] Jin, Guangying, SPERANDIO, Séverine, & GIRARD, Philippe. Management of design process: Human resource allocation in factory of the future. The 20th World Congress of the International Federation of Automatic Control (IFAC world congress 2017, Toulouse, France,2017.
[25] Jin, Guangying, SPERANDIO, Séverine, & GIRARD, Philippe. Management of design process: Risk management in factory of the future. New Information Communication Sciences and Technology for Sustainable Development (NICST 2017) International France-China Work shop, Clérmont-Ferrand, France, 2017.
[26] Jin, Guangying, SPERANDIO, Séverine, & GIRARD, Philippe. Management of the Design Process: Human Resources Allocation and Project Selection in Factories of the Future. l'Association Française d'Ingénierie Système (AFIS 2018), Nancy, France, 2018.
[27] Jin, Guangying, SPERANDIO, Séverine, & GIRARD, Philippe. Management of design process: Human resource allocation in factory of the future. l'Association Française d'Ingénierie Système (AFIS 2016), Toulouse, France, 2016.
[28] Zhaoyang Liu, Guangying Jin*. BS-YOLO: A Multi-scale Object Detection Model for Complex Environments. ICIC 2025 Posters, Ningbo, China, July 26-29, 2025.
审稿人经历：
担任 Expert Systems with Applications、Computers & Security、Journal of Chemical Information and Modeling等期刊审稿人
招生类别和方向：
[1] 硕士（学硕或专硕）招生方向或领域：
管理科学与工程 1名/年
工业工程 2名/年
工程管理 1名/年
项目管理 1名/年
数字经济 1名/年
联系方式：guangying.jin@dlmu.edu.cn
