姓名:王丹丹,性别:女 
学科专业:计算机科学与技术
学历及学位:研究生,博士
职称:高级实验师
职务:计算机系副主任
联系方式:Email: dandanw0707@tzc.edu.cn
学习经历:
2009年毕业于东北石油大学,获管理学学士学位
2012年毕业于东北石油大学,获工学硕士学位
2021年毕业于大连海事大学,获管理学博士学位
工作经历:
2012年5月至2022年3月,任大连理工大学城市学院专任教师
2022年4月至今,任台州学院电子与信息工程学院教学科研型教师
社会主要兼职:
Expert Systems With Applications期刊审稿人(SCI一区,TOP)
IEEE Transactions on Knowledge and Data Engineering期刊审稿人(SCI二区)
Frontiers in Psychology期刊审稿人(SSCI三区)
研究方向:
主要从事人工智能、大数据分析、推荐系统、医疗信息处理等方向的教学与科研工作。
主要科研项目:
(1)国家自然科学基金:面向胃肿瘤报告生成的多模态CT影像提示压缩模型关键技术研究(62406217)
(2)教育部人文社会科学研究基金:基于多模态大模型个性化编程的智能协同教学模式研究(24YJCZH285)
(3)浙江省自然科学基金探索基金:协同演化环境下基于多模态离线强化学习的推荐算法研究(LQ24F020014)
(4)浙江省教育科学规划课题:数智驱动个性化培养的“校-企-专业”一体化协同育人模式研究(2024SCG176)
(5)教育部产学合作协同育人项目:多场景跨领域应用驱动的Python课程创新教学模式与方法探索(231100461225050)
(6)科技成果转化项目:多目标与多任务个性化推荐技术(2023330001003213)
近期代表性论文及成果:
(1)Dandan Wang,Shiqing Zhang. Large language models in medical and healthcare fields: applications, advances, and challenges.
Artificial Intelligence Review 57, 299 (2024).(SCI,中科院二区, TOP).
(2)Dandan Wang,Xiaoming Zhao. Affective video recommender systems: A survey[J].Frontiers in Neuroscience,2022, 16: 984404. (SCI,中科院二区,TOP).
(3)Dandan Wang, Yan Chen. 2021, A novel cascade hybrid many-objective recommendation algorithm incorporating multistakeholder concerns[J]. Information Sciences, 577(2021):105-127. (SCI,中科院一区, TOP).
(4)王丹丹. 计算机编程教育现状分析与教学改革策略[J].台州学院学报, 2024.(已录用)
(5)Xulong Du, Xingnan Zhang, Dandan Wang, Yingying Xu, Zhiyuan Wu, Shiqing Zhang*, Xiaoming Zhao* and Jun Yu. Integrating Representation Subspace Mapping with Unimodal Auxiliary Loss for Attention-based Multimodal Emotion Recognition. 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024. (CCF B类会议)
(6)Xiaoming Zhao, Yuehui Liao, Zhiwei Tang, Yicheng Xu, Xin Tao, Dandan Wang, Guoyu Wang, Hongsheng Lu. Integrating audio and visual modalities for multimodal personality trait recognition via hybrid deep learning. Frontiers in Neuroscience, 16:1107284, 2023. (SCI,中科院: 3区)
(7)Dandan Wang, Yan Chen. Multiobjective and Multistakeholder Recommender Systems. Proceedings of the 6th International Conference on Intelligent Computing and Signal Processing (oral presentation), 2021.
(8)Dandan Wang, Peng Ji. A Novel Intelligent Lighting Control System Based on Object Detection. Proceedings of the 5th International Conference on Mechanical, Control and Computer Engineering, 2020.
(9)Dandan Wang, Senmiao Jiang. A Novel Intelligent Curtain Control System Based on ZigBee. Proceedings of the 5th International Conference on Mechanical, Control and Computer Engineering, 2020.
(10)Dandan Wang, Yan Chen, Kun Lang, et al. Learning To Re-Rank For Multistakeholder Recommendations. Proceedings of the 4th International Seminar on Computer Technology, Mechanical and Electrical Engineering, 2019.
(11)Dandan Wang, Yan Chen. Dual Minkowski Loss for Face Verification of Convolutional Network, Proceedings of the 2nd International Conference on Electronic Information Technology and Computer Engineering, 2018.
个人荣誉及获奖:
获浙江省计算机学会和浙江省计算机行业协会颁发的“2023 年度优秀产品奖”。