张川 - 东北大学 - 工商管理学院

个人简介

教育经历 1998.03—2002.03 东北大学获工学博士学位 1994.09—1997.03 东北大学获工学硕士学位 1988.09—1992.07 东北大学获工学学士学位工作经历 2022.01—今东北大学工商管理学院管理科学与工程教授 2010.01—2021.12 东北大学工商管理学院管理科学与工程副教授 2007.10—2009.12 东北大学工商管理学院管理科学与工程讲师 2004.04—2007.09 东北大学计算机科学与技术博士后流动站博士后 2002.03—2004.03 辽宁省发展和改革委员会主任科员 1992.09—1994.08 本溪钢铁公司第二炼钢厂工程师

研究领域

数据驱动的运营管理、智慧物流与供应链管理、大数据挖掘与预测、可持续运营管理与供应链管理、平台与电子商务运营管理、生产与服务运作管理、收益管理、项目管理、金融工程与风险管理、银行经营与风险管理

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Yu-Xin Tian and Chuan Zhang*. An end-to-end deep learning model for solving data-driven newsvendor problem with accessibility to textual review data [J]. International Journal of Production Economics, 2023, 265: 109016. (国际B+, ABS 3, SCI&SSCI Q1) Chuan Zhang* and Yu-Xin Tian. Solving data-driven newsvendor problem with textual reviews through deep learning [J]. Soft Computing, 2023, https://doi.org/10.1007/s00500-023-09073-0. (在线发表, SCI&SSCI Q2) Chuan Zhang*, Ao-Yun Hu and Yu-Xin Tian. Daily tourism forecasting through a novel method based on principal component analysis, grey wolf optimizer, and extreme learning machine [J]. Journal of Forecasting, 2023, 42(8): 2121-2138. (国际B+, ABS 2, SCI&SSCI Q2) Chuan Zhang*, Hao Li and Yu-Xin Tian. Manufacturer's carbon abatement strategy and selection of spent power battery collecting mode based on echelon utilization and cap-and-trade policy[J]. Computers & Industrial Engineering, 2023, 177: 109079. (国际B, SCI&SSCI Q1, ABS 2) Chuan Zhang* and Hui-Min Ma. E-retailer information sharing with suppliers online selling mode[J]. Information Sciences, 2023, 622: 1252-1272. (国际B+, SCI&SSCI Q1) Chuan Zhang*, Yu-Xiao Chen and Yu-Xin Tian. Collection and recycling decisions for electric vehicle end-of-life power batteries in the context of carbon emissions reduction[J]. Computers & Industrial Engineering, 2023, 175: 108869. (国际B, SCI&SSCI Q1, ABS 2) Chuan Zhang*, Yu-Xin Tian and Meng-Hong Han. Recycling mode selection and carbon emission reduction decisions for a multi-channel closed-loop supply chain of electric vehicle power battery under cap-and-trade policy[J]. Journal of Cleaner Production, 2022, 375: 134060. (SCI Q1, ABS 2) Chuan Zhang* and Yu-Xin Tian. Forecast daily tourist volumes during the epidemic period using COVID-19 data, search engine data and weather data[J]. Expert Systems with Applications, 2022, 210: 118505. (国际B+, SCI&SSCI Q1, ABS1) Chuan Zhang, Yu-Xin Tian and Zhi-ping Fan*. Forecasting the box offices of movies coming soon using social media analysis: A method based on improved Bass models[J]. Expert Systems with Applications, 2022, 191: 116241. (国际B+, SCI&SSCI Q1, ABS1) Chuan Zhang, Yu-Xin Tian and Zhi-Ping Fan*. Forecasting sales using online review and search engine data: A method based on PCA–DSFOA–BPNN[J]. International Journal of Forecasting, 2022, 38(3):1005-1024. (国际B+, SSCI Q1, ABS 3) Chuan Zhang*, Hui-Min Ma. Introduction of the marketplace channel under logistics service sharing in an e-commerce platform[J]. Computers & Industrial Engineering, 2022, 163: 107724. (国际B, SCI&SSCI Q1, ABS 2) Chun-Yong Huang, Zhi-Ping Fan* and Chuan Zhang. Optimal pricing and pricing policy selection for a B2C car-sharing platform during peak and off-peak hours[J]. Information Sciences, 2022, 604: 197-209. (国际B+, SCI&SSCI Q1) Chuan Zhang*, Yu-Xin Tian, Ling-Wei Fan and Shu-min Yang. Optimal ordering policy for a retailer with consideration of customer credit under two-level trade credit financing[J]. Operational Research,2021,21(4): 2409-2432. (SCI Q2, ABS 1) Chuan Zhang*, Yu-Xin Tian and Ling-Wei Fan. Improving the Bass model's predictive power through online reviews, search traffic and macroeconomic data[J]. Annals of Operations Research, 2020, 295(2):881-922. (国际B+, SCI&SSCI Q1, ABS 3) Chuan Zhang, Zhe Liu and Jiaming Liu. Least absolute deviations for uncertain multivariate regression model [J]. International Journal of General Systems, 2020, 49(4):449-465. (SCI Q2, ABS 1) Chuan Zhang*, Ling-Wei Fan and Yu-Xin Tian. Optimal operational strategies of capital-constrained supply chain with logistics service and price dependent demand under 3PL financing service [J]. Soft Computing, 2020, 24(4):2793-2806. (SCI&SSCI) Chuan Zhang*, Yu-Xin Tian, Ling-Wei Fan and Ying-hui Li. Customized ranking for products through online reviews: A method incorporating prospect theory with an improved VIKOR[J]. Applied Intelligence, 2020, 50(6):1725-1744. (SCI&SSCI) Chuan Zhang*, Yu-Xin Tian, Zhi-Ping Fan, Yang Liu and Ling-Wei Fan. Product sales forecasting using macroeconomic indicators and online reviews: a method combining prospect theory and sentiment analysis[J]. Soft Computing, 2020, 24(9):6213-6226. (SCI&SSCI) Chuan Zhang*, Hui-Min Ma, Min Xiao, Yu-Xin Tian and Ling-Wei Fan. Value-Added Service Investment and Pricing Strategies of a Multilateral Distribution Platform Considering User-Homing in a Duopoly[J]. IEEE Access, 2019, 7(1): 98340 - 98355. (SCI&SSCI) Chuan Zhang*, Yu-Xin Tian, Ling-Wei Fan and Yan-Qiu Li. Use-Based Pricing and Prepaid-Based Pricing for Service Products: Analysis of an Unlimited Prepaid Card[J]. IEEE Access, 2018, 6(1): 57676-57688. (SCI&SSCI Q1) Chuan Zhang*, Ling-Wei Fan, Yu-Xin Tian and Shu-Min Yang. Optimal Credit Period and Lot Size Policies for a Retailer at Risk of Customer Default Under Two-Echelon Partial Trade Credit[J]. IEEE Access, 2018, 6(1): 54295-54309. (SCI&SSCI Q1) Jianwei Wang, Chuan Zhang, Yi Huang, Chong Xin. Attack robustness of cascading model with node weight [J]. Nonlinear Dynamics, 2014, 78(1): 76-81. (SCI&SSCI)