崔立真   教授、博导

山东大学软件学院院长、党委副书记

山东大学-南洋理工大学人工智能国际联合研究院（C-FAIR）联合院长

山东大学软件与数据工程研究中心主任

电子商务交易技术国家工程实验室副主任

团队：软件与数据工程研究中心

地址：山东省济南市舜华路1500号

邮编：250101

个人简介

  崔立真，博士，山东大学教授，博士生导师，美国佐治亚理工学院访问学者，新加坡南洋理工大学访问教授。现任山东大学软件学院院长、党委副书记，山东大学-南洋理工大学人工智能国际联合研究院（C-FAIR）联合院长，软件与数据工程研究中心主任，电子商务交易技术国家工程实验室副主任。中国计算机学会服务计算专委会常委委员、大数据专家委员会委员、数据库专委会委员、协同计算专委会委员，众智科学与工程国际联盟（ACE）秘书长，教育部工程教育专业认证专家，教育部软件工程专业教学指导委员会委员。

   先后承担并完成国家重点研发计划、国家自然科学基金、国家创新方法工作专项、国家科技支撑计划重点项目、教育部博士点基金、山东省科技创新重大专项、山东省自然科学基金重大基础研究等国家、省部级科研项目近20项。在TPDS、TSC、TCC、计算机学报、Scientific Data、AAAI、SIGIR、CIKM、BIBM、ICDCS、DASFAA、ICWS、ICSOC、AAMAS等发表高水平学术论文60余篇。获山东省科技进步一等奖1项、二等奖2项，获教育部科技进步二等奖1项，获人工智能顶级会议AAAI2018人工智能创新应用奖。

课程教学

  本科课程：数据科学导论

  研究生课程：数据科学基础理论与应用

研究方向
                                                                                                            

 大数据智能理论、数据挖掘、众智科学、医疗健康大数据AI应用等。

学习经历

  2002年-2005年，山东大学计算机科学与技术学院 博士

  1999年-2002年，山东大学计算机科学与技术学院 硕士

  1995年-1999年，山东大学数学与系统科学学院 本科

工作经历

 2005年-至今 山东大学

科研项目

1. 大数据驱动的全流程智能医疗健康服务关键技术与平台, 山东省新旧动能转换重大创新工程，2018.7-2021.12

2. 众智科学基础理论与方法研究, 国家重点研发计划课题(2017YFB1400100)，2018-2020.

3. 面向典型大数据应用的大图数据计算模型与方法，山东省自然科学基金重大基础研究项目（ZR2017ZB0420），2017-2019

4. 科学大数据管理系统，国家重点研发计划（SQ2016YFGX060221），2016.7-2019.6

5. 面向复杂大数据应用的数据动态协同分布与均衡控制关键技术研究,国家自然科学基金(61572295),2016-2019.

6. 医养结合的智能养老服务关键技术研究开发及应用示范，山东大学交叉学科培育项目（2015JC031）,2015.1-2017.12.

7. 面向大数据创新研发的支撑环境关键技术研究与应用示范，国家科技部创新方法专项（SQ2015IMC600006），2015-2017.

8. 高并发移动互联关键技术研发及示范，山东省自主创新重大专项（2015ZDXX0201B03），2015-2017.

9. 无界互联电子商务关键技术研发与应用示范，山东省重点研发计划（2015GGX101015），2015-2017.

10. 面向复杂负载特征和性能需求的云数据库弹性动态平衡问题研究，山东省自然科学基金（ZR2014FM031），2015.1-2017.12.

11. 基于粒度计算的网络服务聚合与协同方法研究,国家自然科学基金(61003253),2011.1-2013.12.

12. 面向多租户的实例密集型流程调度方法研究, 山东省自然科学基金(ZR2010FQ010) ,2011.1-2013.12.

13. 多租户感知服务系统的服务粒化与重构技术研究, 山东大学自主创新基金(2009TS030), 2010.1-2012.12.

14. 支持跨域共享与服务协同的数据驱动型应用支撑平台，山东省科技发展计划（2009GG10001002），2009.1-2010.12.

15. 基于智能终端设备的CNGI电力需求侧管理与监测网络，国家发改委CNGI专项，2009.01-2010.12

16. 面向流程的普适应用迁移中间件技术研究，教育部博士点基金新教师项目(200804221031),2008.12-2011.12.

17. 面向服务的web应用开发支撑平台，山东省科技发展计划（2008GG30001005），2008.1-2010.12.

18. 面向流程管理的软件集成开发环境关键技术研究，济南市科技明星计划项目，2008.1- 2010.12.

论文成果

期刊

[1]. Chenfei Sun, Zhongmin Yan, Qingzhong Li, Yongqing Zheng, Xudong Lu, Lizhen Cui. Abnormal Group based Joint Medical Fraud Detection. IEEE Access (2018)

[2]. Lizhen Cui, Lingxi Yue, Dong Wen & Lu Qin. K-Connected Cores Computation in Large Dual Networks. Data Science and Engineering 3(4): 293-306 (2018)

[3]. Yongchang Gao, Chenfei Sun, Ruican Li, Qingzhong Li, Lizhen Cui, Bin Gong. An Efficient Fraud Identification Method Combining Manifold Learning and Outliers Detection in Mobile Healthcare Services. IEEE Access 6: 60059-60068 (2018)

[4]. Zhihong Cui, Xiangwei Zheng, Xuexiao Shao, Lizhen Cui. Automatic Sleep Stage Classification Based on Convolutional Neural Network and Fine-Grained Segments. Complexity 2018: 9248410:1-9248410:13 (2018)

[5]. Rui Jia, Pengcheng Jiang, Lei Liu, Lizhen Cui, Yuliang Shi. Data Driven Congestion Trends Prediction of Urban Transportation. IEEE Internet of Things Journal 5(2): 581-591 (2018)

[6]. Lei Liu, Yongjian Ren, Lizhen Cui, Yuliang Shi, Qingzhong Li. Performance measurement of data flow processing employing software defined architecture. Future Generation Comp. Syst. 82: 235-243 (2018)

[7]. Hongchen Wu, Huaxiang Zhang, Lizhen Cui, Xinjun Wang. A Heuristic Model for Supporting Users' Decision-Making in Privacy Disclosure for Recommendation. Security and Communication Networks 2018: 2790373:1-2790373:13 (2018)

[8]. HONGCHEN WU, Huaxiang Zhang, LiZhen Cui, Xinjun Wang. CEPTM: A Cross-Edge Model for Diverse Personalization Service and Topic Migration in MEC. Wireless Communications and Mobile Computing 2018: 8056195:1-8056195:12 (2018)

[9]. Dong Yuan, Lizhen Cui, Wenhao Li, Xiao Liu, Yun Yang. An Algorithm for Finding the Minimum Cost of Storing and Regenerating Datasets in Multiple Clouds. IEEE Trans. Cloud Computing 6(2): 519-531 (2018)

[10]. Lizhen Cui, Junhua Zhang, Lingxi Yue, Yuliang Shi, Hui Li, Dong Yuan. A Genetic Algorithm Based Data Replica Placement Strategy for Scientific Applications in Clouds. IEEE Trans. Services Computing 11(4): 727-739 (2018)

[11]. Yuliang Shi, Mianxiong Dong, Wenbin Zhang, Lei Liu, Yongqing Zheng, Lizhen Cui, Junhua Zhang. AdaptScale: An adaptive data scaling controller for improving the multiple performance requirements in Clouds. Future Generation Computer Systems, 2017 Sep 8

[12]. 崔立真, 史玉良, 刘磊, 赵卓峰, 毕艳冰. 面向智能电网的电力大数据存储与分析应用. 大数据 (6): 42-54 (2017)

[13]. Han Yu, Zhiqi Shen, Chunyan Miao, Cyril Leung, Yiqiang Chen, Simon Fauvel, Jun Lin, Lizhen Cui, Zhengxiang Pan, Qiang Yang. A dataset of human decision-making in teamwork management. Scientific Data 4(160127): 1-12 (2017)

[14]. Wenbin Zhang, Yuliang Shi, Lei Liu, Shidong Zhang, Yongqing Zheng, Lizhen Cui, Han Yu. CTP: A scheduling strategy to smooth response time fluctuations in multi-tier website system. Microprocessors and Microsystems - Embedded Hardware Design 47: 198-208 (2016)

[15]. Dong Yuan, Lizhen Cui, Xiao Liu, Erjiang Fu, Yun Yang. A Cost-Effective Strategy for Storing Scientific Datasets with Multiple Service Providers in the Cloud. CoRR abs/1601.07028 (2016)

[16]. 何伟, 崔立真, 任国珍, 李庆忠, 李婷. 移动计算环境下基于动态上下文的个性化Mashup服务推荐. 中国科学：信息科学 46(6): 677-697 (2016)

[17]. 谷连超, 崔立真. 一种可伸缩的多租户数据自适应存储方法. 计算机研究与发展51(9): 2058-2069 (2014)

[18]. 张甜甜, 崔立真, 徐猛. 基于Pareto最优的DaaS数据布局策略. 计算机研究与发展 51(6): 1373-1382 (2014)

[19]. Dong Yuan, Yun Yang, Xiao Liu, Wenhao Li, Lizhen Cui, Meng Xu, Jinjun Chen. A Highly Practical Approach toward Achieving Minimum Data Sets Storage Cost in the Cloud. IEEE Trans. Parallel Distrib. Syst. 24(6): 1234-1244 (2013)

[20]. Lizhen Cui, Tiantian Zhang, Guangquan Xu, Dong Yuan. A Scheduling algorithm for Multi-Tenants Instance-Intensive Workflows. Applied Mathematics & Information Sciences 7 (1L): 99-105 (2013)

[21]. 张甜甜, 崔立真. 基于释放和重构的科学工作流数据布局策略. 计算机研究与发展 50(s2): 71-76 (2013)

[22]. 郑湃, 崔立真, 王海洋, 徐猛. 云计算环境下面向数据密集型应用的数据布局策略与方法. 计算机学报 33(8): 1472-1480 (2010)

会议

[1]. Han Yu, Chunyan Miao, Yongqing Zheng, Lizhen Cui, Simon Fauvel and Cyril Leung. Ethically Aligned Opportunistic Scheduling for Productive Laziness. AAAI/ACM 2019, 27-28 January 2019, Honolulu, Hawaii, USA

[2]. Wei Wei Wang, Hui Li, Lizhen Cui, Xiaoguang Hong, Zhongmin Yan. Predicting Clinical Visits Using Recurrent Neural Networks and Demographic Information. CSCWD 2018, 9-11 May 2018, Nanjing, China: 353-358

[3]. Yongqing Zheng, Han Yu, Lizhen Cui, Chunyan Miao, Cyril Leung, Qiang Yang.  SmartHS: An AI Platform for Improving Government Service Provision. AAAI 2018, 2-7 February 2018, New Orleans, Louisiana, USA: 7704-7712

[4]. Renfeng Ma, Qi Zhang, Jiawen Wang, Lizhen Cui, Xuanjing Huang. Mention Recommendation for Multimodal Microblog with Cross-attention Memory Network. SIGIR 2018, 8-12 July 2018, Ann Arbor, MI, USA: 195-204

[5]. Han Yu, Chunyan Miao, Lizhen Cui, Yiqiang Chen, Simon Fauvel, Qiang Yang. Opportunistic Work-Rest Scheduling for Productive Aging. HCI (14) 2018, 15-20 July 2018, Las Vegas, NV, USA: 413-428

[6]. Lingxi Yue, Dong Wen, Lizhen Cui, Lu Qin, Yongqing Zheng. K-Connected Cores Computation in Large Dual Networks. DASFAA (1) 2018, 21-24 May 2018, Gold Coast, QLD, Australia: 169-186

[7]. Pengcheng Jiang, Lei Liu, Lizhen Cui, Hui Li, Yuliang Shi. Congestion Prediction of Urban Traffic Employing SRBDP. ISPA/IUCC 2017, 12-15 December 2017, Guangzhou, China: 1099-1106

[8]. Chang Liu, Yinan Zhang, Lei Liu, Lizhen Cui, Dong Yuan, Chunyan Miao. Crowd-enabled Pareto-Optimal Objects Finding Employing Multi-Pairwise-Comparison Questions. CIKM 2017, 6-10 November 2017, Singapore: 287-295

[9]. Xiangzhen Xu, Lizhen Cui, Shijun Liu, Hui Li, Lei Liu, Yongqing Zheng. Predicting hospital readmission from longitudinal healthcare data using graph pattern mining based temporal phenotypes. BIBM 2017, 13-16 November 2017, Kansan City, MO, USA: 824-829

[10]. Xudong Zhao, Jiwei Huang, Lei Liu, Shijun Liu, Calton Pu, Lizhen Cui. Automated Performance Evaluation for Multi-tier Cloud Service Systems Subject to Mixed Workloads. ICDCS 2017, 5-8 June 2017, Atlanta, GA, USA: 2630-2631

[11]. Xudong Zhao, Jiwei Huang, Lei Liu, Yuliang Shi, Shijun Liu, Calton Pu, Lizhen Cui. Real-Time Soft Resource Allocation in Multi-Tier Web Service Systems. ICWS 2017, 25-30 June 2017, Honolulu, HI, USA: 492-499

[12]. Yongjian Ren, Lei Liu, Lizhen Cui, Yuliang Shi, Dongyu Zheng. QoS evaluation of prioritized data plane service employing queueing model. IWQoS 2017, 14-16 June 2017, Spain: 1-6

[13]. Wenbin Zhang, Yuliang Shi, Yongqing Zheng, Lei Liu, Lizhen Cui. Resource and performance prediction at high utilization for N-Tier cloud-based service systems. ACSW 2017, 31 January-3 February 2017, Geelong, Australia: 43:1-43:9

[14]. Yuliang Shi, Chenfei Sun, Qingzhong Li, Lizhen Cui, Han Yu, Chunyan Miao. A Fraud Resilient Medical Insurance Claim System. AAAI 2016, 12-17 February 2016, Phoenix, Arizona, USA: 4393-4394

[15]. Yuliang Shi, Jiwei Huang, Xudong Zhao, Lei Liu, Shijun Liu, Lizhen Cui. Integrating Theoretical Modeling and Experimental Measurement for Soft Resource Allocation in Multi-tier Web Systems. ICWS 2016, 27 June-2 July 2016, San Francisco, CA, USA: 522-529

[16]. Yuliang Shi, Yu Chen, Shibin Sun, Lei Liu, Lizhen Cui. A Data Services-Based Quality Analysis System for the Life Cycle of Tire Production. ICSOC 2016, 10-13 October 2016, Banff, AB, Canada: 715-729

[17]. Chenfei Sun, Yuliang Shi, Qingzhong Li, Lizhen Cui, Han Yu, Chunyan Miao. A Hybrid Approach for Detecting Fraudulent Medical Insurance Claims: (Extended Abstract). AAMAS 2016, 9-13 May 2016, Singapore: 1287-1288

[18]. Teng Liu, Qingzhong Li, Lanju Kong, Lei Liu, Lizhen Cui. Optimizing Replica Exchange Strategy for Load Balancing in Multienant Databases. WAIM (2) 2016, 3-5 June 2016, Nanchang, China: 430-443

[19]. Xiangzhen Xu, Jinghua Fu, Yuliang Shi, Shijun Liu, Lizhen Cui. Real Time Prediction on Revisitation Behaviors of Short-Term Type Commodities. WISE (1) 2016, 8-10 November 2016, Shanghai, China: 352-360

[20]. Cun Ji, Shijun Liu, Chenglei Yang, Lizhen Cui, Li Pan, Lei Wu, Yingbo Liu. A Self-Evolving Method of Data Model for Cloud-Based Machine Data Ingestion. CLOUD 2016, 27 June-2 July 2016, San Francisco, CA, USA: 814-819

[21]. Wei He, Hui Li, Lizhen Cui, Shuoyan Lu. Maximizing the Availability of Process Services in Mobile Computing Environments. SCC 2016, 27 June-2 July 2016, San Francisco, CA, USA: 483-490

[22]. Yuliang Shi, Xudong Zhao, Shanqing Guo, Shijun Liu, Lizhen Cui. SRConfig: An Empirical Method of Interdependent Soft Configurations for Improving Performance in n-Tier Application. SCC 2016, 27 June-2 July 2016, San Francisco, CA, USA: 601-608

[23]. Shuai Zhang, Lei Liu, Hui Li, Zongshui Xiao, Lizhen Cui. MTPGraph: A Data-Driven Approach to Predict Medical Risk Based on Temporal Profile Graph. Trustcom/BigDataSE/ISPA 2016, 23-26 August 2016, Tianjin, China: 1174-1181

[24]. Wei He, Guozhen Ren, Lizhen Cui, Hui Li. User Behavioral Context-Aware Service Recommendation for Personalized Mashups in Pervasive Environments. APWeb 2015, 18-20 September 2015, Guangzhou, China: 683-694

[25]. Chenfei Sun, Qingzhong Li, Lizhen Cui, Zhongmin Yan, Hui Li, Wei Wei. An Effective Hybrid Fraud Detection Method. KSEM 2015, 28-30 October 2015, Chongqing, China: 563-574

[26]. Wei He, Qingzhong Li, Lizhen Cui, Ting Li. A Context-Based Autonomous Construction Approach for Procedural Mashups. ICWS 2014, 27 June-2 July 2014, Anchorage, AK, USA: 487-494

[27]. Lizhen Cui, Jian Li, Yongqing Zheng. A Dynamic Web Service Composition Method Based on Viterbi Algorithm. ICWS 2012, 24-29 June 2012, HI, USA: 267-271

[28]. Lizhen Cui, Zongmin Shang, Yuliang Shi. A Transaction Management Model Based on Compensation Planning Graph for Web Services Composition. ICWS 2011, 4-9 July 2011, Washington, DC, USA: 275-282

[29]. Yuliang Shi, Kun Zhang, Bing Liu, Lizhen Cui. A New QoS Prediction Approach Based on User Clustering and Regression Algorithms. ICWS 2011, 4-9 July 2011, Washington, DC, USA: 726-727

著作

专利

获奖情况

[1]. 跨区域跨校在线开放课程“1+M+N”协同教学模式创新与实践，2018年高等教育国家级教学成果奖一等奖。教育部（2018）

[2]. “全链条、协同化、网络化、立体化”的软件工程创新平台建设，山东省2017年教学成果奖二等奖。山东省（2017）

[3]. “全链条、协同化、网络化、立体化”的软件工程创新平台建设，山东大学2017年教学成果奖一等奖。山东大学（2017）

[4]. 软件服务工程课程群建设，山东大学2017年教学成果奖二等奖。山东大学（2017）

[5]. 电力需求侧管理智能主站系统，2012高等学校科学研究优秀成果科技进步二等奖。教育部（2013.1）

[6]. 基于OSGI体系结构的人力资源和社会保障一体化平台，2012山东省科技进步二等奖。山东省人民政府（2012.11）

[7]. 支持多行业的职业资格服务及运营平台，2011山东省科技进步二等奖。山东省人民政府（2011.12）

[8]. 中心城市社会保险信息管理系统，2010济南市创新项目一等奖。济南市科协（2011.12）

[9]. 山东省地方标准DB37/T 1387.2-2009《集成电路（IC）卡应用技术规范》，ICS 23.240.15 L64。（2010.3）

[10]. 劳动力市场管理信息系统，山东省科技进步一等奖。山东省人民政府（2009.1）