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-channelheterogeneous 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, LiuYong,LuPing*et al. Fuzzy constraint-based agent negotiation framework for doctor-patient shared decision-making.BMC MedicalInformatics andDecisionMaking,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)(EIIndex)
[10]ShanDeng,Kaibiao Lin*,Ping Lu.AChinese Named Entity Recognition Method Fusing Word and Radical Features.2022 5thInternational Conference on Artificial Intelligence And Pattern Recognition (AIPR2022)(EIIndex)
[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]LiuYong,Lu, Ping, YangYimin, HongFeiPingand LinKaibiao.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 (ICHIH2022), 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, andPing 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-SIndex)
[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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