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师资建设

卢萍



卢萍，女，副教授，管理学博士，硕士生导师。1983年出生，山东济南人。主要从事医疗大数据分析、智能协商、运筹管理与决策分析等研究。近年来发表学术论文20余篇，多数为SCI/EI收录，获得厦门市科技进步奖二等奖1项（2018年,排名第四），福建省科技进步奖1项(2018年,排名第四)。具有世界500强企业工作经历，曾任职于华为技术有限公司，在委内瑞拉、特多、古巴等国家工作过三年时间。

联系方式： E-mail：luping@xmut.edu.cn

主要研究领域：

医疗大数据分析、智能协商、知识图谱、运筹管理与决策分析

近年来承担的主要科研项目：

(1)厦门市青年科技创新项目，基于图挖掘的医疗保险欺诈检测关键问题研究，经费15万，起止时间：2020.7-2023.7, 项目负责人。

(2)厦门市留学归国人员项目，基于智能体的医患共同决策模型构建及系统开发，经费5万，起止时间：2020.8-2023.7, 项目负责人。

(3)厦门理工学院高层次人才项目，基于代理人协商的医患共同决策模型研究（编号：YSK20002R），项目经费5万，起止时间：2020.6-2023.7, 项目负责人。

(4)教育部协同育人项目，大数据技术校外联合实习基地建设，项目经费2万，起止时间：2018.12-2020.12, 项目负责人（已结题）。

(5)横向项目，面向医疗保险欺诈检测的若干知识图谱和机器学习关键技术研究(编号：HX18170),项目经费30万，起止时间：2018.12-2021.12，项目负责人（已结题）。

(6)国家社会科学青年项目, “互联网＋”战略下我国智慧会展产业发展模式与驱动机制研究（编号：16CGL021）研究经费19万元，起止时间：2016.08-2019.12，参与（已结题）。

(7)福建省教育厅A类，自贸区环境下中小企业跨境电商模式应用与创新（编号：JAS160381），研究经费1万元，起止时间：2016.01-2018.06，项目负责人（已结题）

(8)横向项目，面向垂直检索的行业知识图谱系统（HX16050），企业委托项目，2016.09-2019.08，研究经费50万，参与（已结题）。

[9]生态环境及其信息图谱福建省高校重点实验室，基于知识图谱的台风灾害评价与预测方法研究（编号：HX18156），经费3万元，起止时间：2018.12-2021.06，项目负责人（已结题）。

近年来获得的主要学术奖励：

(1)福建省科技进步奖，三等奖，融合知识图谱的医疗保障基金监管平台关键技术,福建省科技厅，排名第四，2018年

(2)厦门市科技进步奖，二等奖，融合知识图谱技术的医疗保障基金监管平台关键技术研究，排名第四，2018

近年来发表的代表性学术论著：

  1. Binsheng Hong，Ping Lu*, et al.Health insurance fraud detection based on multi-channel heterogeneous graph structure learning[J].Heliyon,2024,10: 1-21.

    DOI:https://doi.org/10.1016/j.heliyon.2024.e30045(SCI Index)

  2. D. Pan, Ping Lu*, Y. Wu, L. Kang, F. Huang, K. Lin, et al.Prediction of multiple types of drug interactions based on multi-scale fusion and dual-view fusion[J]. Frontiers in Pharmacology, 2024,15:1-16.https://doi.org/10.3389/fphar.2024.1354540 (SCI Index).

  3. Jia-Ying Zeng, Ping Lu*, Ying Wei, Xin Chen, Kai-Biao Lin,Deep reinforcement learning based medical supplies dispatching model for major infectious diseases: Case study of COVID-19,Operations Research Perspectives,Volume 11,2023,100293.(SCI Index).

  4. Lin Kai-Biao, Liu Yong, Lu Ping* et al. Fuzzy constraint-based agent negotiation framework for doctor-patient shared decision-making. BMC Medical Informatics and Decision Making, 2022,22(1):218.

    https://doi.org/10.1186/s12911-022-01963-x(SCI Index).

  5. Chen Xin, Lu Ping*,Lin Kai-Biao,Zeng Jia-Ying. Particle Swarm Optimization-based Agent Negotiation Framework to Support Shared Decision-Making.Journal of Network Intelligence, 2023,8(3), 758-775.(EI index)

  6. Lu Ping, Xuan Yang, and Zhou-Jing Wang. Fuzzy Group Consensus Decision Making and Its Use in Selecting Energy-Saving and Low-Carbon Technology Schemes in Star Hotels. International journal of environmental research and public health 15.9 (2018): 2057. (SSCI Index)

  7. Lu Ping，Yang Nan-Ping，Chang  Nien-Tzu，Lai K-Robert，Lin Kai-Biao, Chan Chien-Lung. Effect of socioeconomic inequalities on cholecystectomy outcomes: a 10-year population-based analysis[J]. International journal for equity in health, 2018, 17(1): 22. (SSCI Index)

  8. Chen JinPo, Lu Ping*, et al.Medical Insurance Fraud Detection using Graph Neural Networks with Spatio-temporal Constraints.Journal of Network Intelligence (2022)7(2):480-489(EI Index)

  9. Jiaying,Zeng, Ping Lu*,et al.Research on Agent-Based Modeling for COVID-19 Effect of Mitigation Policies.2022 5th International Conference on Artificial Intelligence And Pattern Recognition(AIPR2022)(EI Index)

  10. ShanDeng,Kaibiao Lin*,Ping Lu.AChinese Named Entity Recognition Method Fusing Word and Radical Features.2022 5th International Conference on Artificial Intelligence And Pattern Recognition (AIPR2022)(EI Index)

  11. Liu Yong, Lin Kaibiao,Lu Ping, Lin Min. An Intelligent Shared Decision-Making Model among One Patient and Multiple Doctors.Journal of Network Intelligence (2023)8(1):130-154(EI Index)

  12. Liu Yong, Lu, Ping, Yang Yimin, Hong FeiPing and Lin Kaibiao. Modeling Doctor-patient Shared Decision-making as Fuzzy Constraint-based Agent Negotiation.In Proceedings of the 1st International Conference on Health Big Data and Intelligent Healthcare (ICHIH 2022), pages 48-55

  13. Lu Ping, Chan Chien-Lung, Yang Nan-Ping, Chang, Nien-Tzu, Lin, Kai-Biao, Lai, K Robert. Outcome comparison between percutaneous cholecystostomy and cholecystectomy: a 10-year population-based analysis. BMC Surg 17, 130 (2017). (SCI Index)

  14. Lu Ping, Yang Nan-Ping, Chang Nien-Tzu, Lai K Robert, Lin Kai-Biao, Chan Chien-Lung. Outcomes in the Utilization of Single Percutaneous Cholecystostomy in a Low-Income Population[J]. International journal of environmental research and public health, 2017, 14(12): 1601. (SCI Index)

  15. Ping Lu, Kai-Bin Lin, An Algorithm for Recognition of Un-Answered Question in Paperless Marking Based on Segment Gray Histogram', in Computer Science & Education (ICCSE), 2015 10th International Conference on (IEEE, 2015), pp. 685-90. (EI Index)

  16. Wu Yun-Bing, Pan J, Lu Ping, et al. Knowledge Graph Embedding Translation Based on Constraints,“[J]. Journal of Information Hiding and Multimedia Signal Processing, Ubiquitous International, 2017 (8): 5. (EI Index)

  17. Kai-Biao Lin, Wei Weng, K. Robert Lai, and Ping Lu, 'Imbalance Data Classification Algorithm Based on Svm and Clustering Function', in The 9th International Conference on Computer Science & Education (ICCSE 2014) (Vancouver, Canada: 2014), pp. 544-48. (EI Index)

    [18]Shao Ting, Lu Ping, Liu Z. The Impact of Firm's Network on the growth of E-Commerce Platform[C]//PACIS. 2014: 58.

    [19]Shao T, Liu Z, Lu Ping. Research of the Impact of Firm’s Network on the Growth of B2B2C E-commerce Firm[C]//WHICEB 2015 Proceedings: Wuhan International Conference on e-Business. 2015: 26-33.(CPCI-S Index)

    [20]卢萍,林开标, 吴石珑.基于消费者体验的跨境电商模式选择[J].厦门理工学院学报，2015(4):45-50.

    [21]卢萍.大数据背景下电子商务人才培养探索[J]. 产业与科技论坛, 2017, 16(16):2.

    [22]卢萍,许冬玲.独立跨境电商平台企业的发展战略——以洋码头为例[J].电子商务,2019,230(02):6-8+12.

    [23]卢萍, 黄嘉莉. 浅析我国小额跨境电子商务市场的发展趋势[J].价值工程, 2018, 37(32):9-12.

 

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