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师资队伍

毛明松

毛明松,博士,现为江西财经大学信息管理学院副教授,硕士生导师。获得管理科学与工程(华中科技大学)与软件工程(澳大利亚悉尼科技大学)博士学位,新加坡南洋理工大学访问学者(博士后)。主持国家自然科学基金项目2项,省部级项目2项,参与国家自然科学基金5项及省部级项目多项。在IEEE Transactions on Cybernetics、European Journal of Operational Research、Information Sciences、Decision Support Systems等期刊和会议发表论文20余篇,其中ESI高被引文章一篇。


本人研究方向包括信息系统、电子商务、推荐系统、用户行为分析等,每年可招收1~2名管理科学与工程、物流工程专业硕士研究生,欢迎报考。请通过电子邮件联系:maomingsong(at)jxufe.edu.cn

主持课题

国家自然科学基金,基于购买意愿转移的电子商务持续购买行为建模与个性化推荐研究,2022-2025

国家自然科学基金青年项目,基于图排序的混合推荐模型研究,2019-2021

江西省教育厅科技项目重点项目, 面向推荐系统的几类复杂关系网络建模及排序算法研究, 2021-2023

江西省教育厅科技项目青年项目,2017-2019


讲授课程

统计学习方法,研究生,2019, 2020, 2021;

学术论文写作与规范,研究生,2017,2018, 2020, 2021;

面向对象程序设计(双语),本科生,2018, 2020, 2021;

Java开发技术,本科生,2021;

程序设计基础(英),留学生,2019 

Python程序设计(英),留学生,2020 

程序设计语言,本科,2018 

管理信息系统(双语),本科,2017 

计算机应用基础,本科,2017,2019, 2020


代表论文


期刊论文

Guoqiong Liao, Xiaomei Huang, Naixue Xiong, Changxuan Wan, Mingsong Mao, Softwarized Attention-Based Context-Aware Group Recommendation Technology in Event-Based Industrial Cyber-Physical Systems. IEEE Trans. Ind. Informatics 17(10): 6894-6905 (2021) (SCI一区)


Mingsong Mao, Sihua Chen, Fuguo Zhang, Jialin Han, Quan Xiao, Hybrid Ecommerce Recommendation Model Incorporating Product Taxonomy and Folksonomy, Knowledge-Based Systems, 214: 106720 (2021) (SCI二区,国际权威B)

Jialin Han, Yaoguang Hu, Mingsong Mao, Shuping Wan, A multi-objective districting problem applied to agricultural machinery maintenance service network, European Journal of Operational Research, 287(3): 1120-1130 (2020)(SSCI,国际权威A)

Fuguo Zhang, Shumei Qi, Qihua Liu, Mingsong Mao, An Zeng, Alleviating the data sparsity problem of recommender systems by clustering nodes in bipartite networks, Expert Systems with Applications, 149: 113346 (2020)(SCI二区)

Jialin Han, Yilin Liu, Laishao Luo, Mingsong Mao, Integrated production planning and scheduling under uncertainty: A fuzzy bi-level decision-making approach, Knowledge-Based Systems, 201-202: 106056 (2020)(SCI二区,国际权威B)

Mingsong Mao, Jie Lu, Jialin Han, Guangquan Zhang, Multiobjective e-commerce recommendations based on hypergraph ranking, Information Sciences, 471: 269-287 (2019)(SCI二区,国际权威A)

Qihua Liu, Fuguo Zhang, Mingsong Mao, Bingyu Xue, An empirical study on factors affecting continuance intention of using Yu'e Bao, Tehniki vjesnik, 25(5), 1414-1420 (2018)(SCI四区)

Mingsong Mao, Jie Lu, Guangquan Zhang, Jinlong Zhang, Multirelational Social Recommendations via Multigraph Ranking, IEEE transactions on cybernetics, 47(12): 4049-4061 (2017)(SCI一区)

Jie Lu, Dianshuang Wu, Mingsong Mao, Wei Wang, Guangquan Zhang, Recommender system application developments: A survey, Decision Support Systems, 74: 12-32 (2015)(SCI二区,国际权威B)

张金隆, 毛明松, 从"管理实践评选"看中国管理实践研究. 管理学报, 7(11), 1710-1716 (2010)

会议论文

Zhongguo Liu, Mingsong Mao, Weihua Tan, Mingyan Zhang, Wei Zhong, Evaluation of Urban Logistics Competitiveness in Jiangxi Province Using Entropy Weighted TOPSIS, ISKE 2019: 805-810

Mingsong Mao, Jie Lu, Guangquan Zhang, Jinlong Zhang, A fuzzy content matching-based e-Commerce recommendation approach, In 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 2015: 1-8




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更新时间:2021.8

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