一、个人基本情况

柳曼，女，中共党员，管理学博士，讲师，硕士生导师。主要研究方向：管理决策、智能算法、模糊信息集成等。近年来，以第一作者或通讯作者发表SSCI、SCI检索论文10余篇，前期研究成果分别发表或录用在IEEE Transactions on Intelligent Transportation Systems，IEEE Transactions on Fuzzy Systems，IEEE Transactions on Engineering Management，Journal of the Operational Research Society，Computers & Industrial Engineering，Information Sciences，Engineering Applications of Artificial Intelligence，Applied Soft Computing，以及Applied Intelligence等期刊。主持重庆市自然科学基金面上项目、重庆市社会科学规划项目等课题6项。主讲课程：《管理学》、《物流与供应链管理》、《管理研究方法》等。

二、代表性科研成果

（一）代表性学术论文

[1] 第一作者. The self-attention IHF-LSTM network to model interactive hesitant fuzzy information and its application in UAV autonomous navigation [J]. IEEE Transactions on Intelligent Transportation Systems, 2026. DOI: 10.1109/TITS.2026.3677001. (SCI, Q1, IF: 8.4, FMS B类)

[2] 第一作者. A long short-term memory fuzzy transformer to model bidirectional hesitant fuzzy information and metaverse alternative selection [J]. IEEE Transactions on Fuzzy Systems, 2026, 34(2): 517–530. (SCI, Q1, IF: 11.9)

[3] 第一作者. Hesitant fuzzy long short-term memory network and its application in the intelligent building selection [J]. IEEE Transactions on Fuzzy Systems, 2024, 32(5): 2590–2602. (SCI, Q1, IF: 11.9)

[4] 通讯作者. The dual-fuzzy convolutional neural network to deal with handwritten image recognition [J]. IEEE Transactions on Fuzzy Systems, 2022, 31(12): 5225–5236. (SCI, Q1, IF: 11.9)

[5] 第一作者. Supervised learning method of parallel classified hesitant information and its application in the smart home system selection [J]. IEEE Transactions on Engineering Management, 2024, 71: 11212–11224. (SSCI, SCI, Q1, IF: 5.2, FMS B类, ABS 3星)

[6] 通讯作者. Evolutionary computation of the generalized hesitant fuzzy envelopment analysis and its application in the contractor selection of green building project [J]. IEEE Transactions on Engineering Management, 2023, 70(10): 3622–3636. (SSCI, SCI, Q1, IF: 5.2, FMS B类, ABS 3星)

[7] 通讯作者. Occurrence probability derivation considering different behavior strategies and decision making under the probabilistic hesitant fuzzy environment [J]. Journal of the Operational Research Society, 2023, 74(6): 1554–1569. (SSCI, SCI, Q2, IF: 2.7, FMS B类, ABS 3星)

[8] 通讯作者. Evolution learning method to derive missing elements and optimal classification under the connection hesitant fuzzy environment [J]. Computers & Industrial Engineering, 2024, 190: 110007. (SCI, Q1, IF: 6.5)

[9] 第一作者. Transformation and learning of the non-equidimensional hesitant fuzzy information based on an extended generative adversarial network [J]. Information Sciences, 2024, 664: 120307. (SCI, Q1, IF: 6.8, FMS B类)

[10] 第一作者. Generalized hesitant multiplicative preference relations and the analytic risk-network process [J]. Information Sciences, 2020, 540: 345–369. (SCI, Q1, IF: 6.8, FMS B类)

[11] 第一作者. Intragroup-to-intergroup game envelopment analysis: Multi-subgroup modeling, dual Nash equilibrium, and dynamic evaluation application [J]. Engineering Applications of Artificial Intelligence, 2024, 135: 108865. (SCI, Q1, IF: 8.0)

[12] 通讯作者. Hesitant convolutional neural networks and intelligent drive algorithm fused subjective guidance [J]. Applied Soft Computing, 2023, 144: 110477. (SCI, Q1, IF: 6.6)

[13] 通讯作者. Global fusion of multiple order relations and hesitant fuzzy decision analysis [J]. Applied Intelligence, 2022, 52(6): 6866–6888. (SCI, Q2, IF: 3.5)

（二）代表性科研项目

[1] 主持 重庆市自然科学基金面上项目 信息推送技术的深度网络融合与模糊学习优化研究 2025.06

[2] 主持 重庆市社会科学规划博士项目 双向网络动态匹配下新闻推送学习算法及其智能应用研究 2025.09

[3] 主持 重庆市教委科学技术研究项目 不确定环境下信息推送的偏好匹配与优化方法研究 2025.07

[4] 主持 重庆市教委人文社科研究项目 重庆新能源汽车产业聚集与空间优化策略研究 2025.02

[5] 主持 云南省教育厅科学研究基金项目 广义Sigmoid偏好关系及其模糊形式扩展与网络层次模型构建 2020.03–2021.10

[6] 主持 世界杯决赛 博士启动基金项目 融入犹豫信息的多模式学习方法及其在智能决策中的应用 2023.09

[7] 主研 国家自然科学基金面上项目 多维异质偏好的无序融合与信息爬取及其在智能投资决策中的应用 2021.01–2024.12