招生要求

积极的科研热情；良好的数学、计算机、英语基础；为人诚恳；踏实勤奋；乐观上进。

培养目标

-培育大数据、人工智能、智能决策相关高级技术人才

-培养学术研究能力强、综合素质高, 具有实践创新能力的学术英才

主要科研课题：

[1] 国家自然科学基金面上项目, 数据驱动视角下基于多粒度语言信息的在线医疗MADM方法研究，主持

[2] 国家自然科学基金青年科学基金项目，基于D数直觉犹豫模糊集和前景理论的复杂大群体MADM方法及应用研究，主持

[3] 国家自然科学基金重大集成项目, 大数据驱动的公共管理决策创新模式与集成示范平台，参与

[4] 国家自然科学基金创新研究群体科学基金项目,  复杂环境下不确定性决策的理论与应用研究，参与

[5] 国家自然科学基金委重大国际（地区）合作与交流项目, 基于行为的电子商务研究，参与

[6] 中国工程院重大咨询项目, 面向智慧城市建设的市域治理技术手段与能力现代化研究，参与

[7] 国家自然科学基金重大项目, 国家安全管理的决策体系设计，参与

[8] 国家自然科学基金重大项目, 新时代矿产资源开发与生态环境保护协调发展的理论与实证研究，参与

[9] 国家自然科学基金重点项目,  面向环境管理的嵌入式服务决策理论与平台，参与

[10] 湖南省科技厅工业领域重点研发项目, 面向新一代人工智能的大数据智能分析技术与平台及应用示范, 参与

代表性学术论文：

[1] Knowledge-enhanced online doctor recommendation framework based on knowledge graph and joint learning, Information Sciences, 2024

[2]A hybrid framework based on knowledge distillation for explainable disease diagnosis. Expert Systems with Applications, 2024.

[3] HBagging-MCDM: an ensemble classifier combined with multiple criteria decision making for rectal cancer survival prediction, Annals of Operations Research, 2023

[4] Doctors ranking through heterogeneous information. Expert Systems with Applications, 2023.

[5] Doctor selection based on aspect-based sentiment analysis and neutrosophic TOPSIS method, Engineering Applications of Artificial Intelligence, 2023.

[6] Doctor recommendation under probabilistic linguistic environment considering patient's risk preference.  Annals of Operations Research, 2022.

[7] A novel framework for selecting sustainable healthcare waste treatment technologies under Z-number environment. Journal of the Operational Research Society, 2021.

[8] Value determination method based on multiple reference points under a trapezoidal intuitionistic fuzzy environment. Applied Soft Computing, 2018.

[9] D-Intuitionistic hesitant fuzzy sets and their application in multiple attribute decision making. Cognitive Computation, 2018.

[10] Belief structure-based induced aggregation operators in decision making with hesitant fuzzy information. Neural Computing and Applications, 2019.

[11] Impact of inventory inaccuracies on products with inventory-dependent demand, International Journal of Production Economics, 2016.

[12] Optimal production, pricing and government subsidy policies for a closed loop supply chain with uncertain returns, Journal of Industrial and Management Optimization, 2018.

[13] Support vector machine ensemble based on choquet integral for financial distress prediction. International Journal of Pattern Recognition and Artificial Intelligence, 2015.

[14] 环境规制下区域间企业绿色技术转型策略演化稳定性研究. 系统工程理论与实践, 2020.

[15] 考虑多参考点的基于前景随机占优准则的随机多属性决策. 系统工程理论与实践, 2018. 

学术兼职：

移动商务智能湖南省重点实验室成员，长沙人工智能社会实验室成员，大数据与智能决策研究中心成员，电子商务与信息管理研究中心成员，两型社会改革建设协同创新中心成员，担任Information Fusion, Applied Soft Computing、Cognitive Computation、International Journal of Fuzzy Systems等多个国际期刊审稿人。