Lizhen Cui  Professor Website

Home


Lizhen Cui    Professor

2005, Ph.D., Computer Science,Shandong University.
2002, M.S., Computer Science,Shandong University.
1999, B.Sc., Mathematics,Shandong University.

WORK EXPERIENCE
Institution: Shandong University
Date From/To: 2006/2008
Degree/Diploma: Lecturer

Institution: Shandong University
Date From/To: 2008/ now
Degree/Diploma: Associate Professor
Institution: Georgia Institute of Technology, USA
Date From/To: Jan,2013/ Jan, 2014
Position: Visiting scholar

Research


Current Research Interests:
1. BigData management and big data analytics
2. Big Data artificial intelligence
3. Service computing and Collaborative computing
4. Software architecture and technology in cloud

Courses


1.Object Oriented Programming(2006-)(taken by 3th year undergraduates)
2.Data warehouse and data mining(2008-)(taken by 3th year undergraduates)
3.Service Science and SOA foundation (2010-) (taken by master students);

Projects


主持科研项目
1. 众智科学基础理论与方法研究, 国家重点研发计划(2017YFB1400100),2018-2020
2. 科学大数据管理系统,国家重点研发计划(2016YFB1000602),2016.7-2019.6
3. 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.
4. 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.
5. 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(2015IM010200),2015-2017.
6. 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
7. 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.
8. 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.
9. 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.
10. 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.
11. 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.
12. 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.
13. 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
14. 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.
15. 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.
16. 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.
17. 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.


Publications



Journal:
[1]. Yu, H., Shen, Z., Miao, C., Leung, C., Chen, Y., Fauvel, S., Lin, J., Cui, L., Pan, Z. & Yang, Q. A dataset of human decision-making in teamwork management. Scientific Data 4(160127), doi:10.1038/sdata.2016.127, Nature Publishing Group (NPG) (2017).(《自然》旗下期刊《Scientific Data》,论文链接:http://www.nature.com/articles/sdata2016127)
[2]. Yuliang Shi, Yu Chen, Zhongmin Zhou, Li-zhen Cui. A Privacy Protection Evaluation Mechanism for Dynamic Data Based on Chunk-Confusion. Signal Processing Systems 89(1): 27-39 (2017)
[3]. Lizhen Cui Lizhen, Junhua Zhang, Lingxi Yue, Yuliang Shi, Hui Li, Dong Yuan, "A Genetic Algorithm Based Data Replica Placement Strategy for Scientific Applications in Clouds", IEEE Transactions on Services Computing, , no. 1, pp. 1, PrePrints .2015 (CCF B)
[4]. Shi, Yuliang, Zhongmin Zhou, Li-zhen Cui and Shijun Liu. “A Sub Chunk-Confusion Based Privacy Protection Mechanism for Association Rules in Cloud Services.” International Journal of Software Engineering and Knowledge Engineering 26 (2016): 539-562.(CCF C)
[5]. Yuliang Shi, Kaihui Zhang, Lizhen Cui, Lei Liu, Yongqing Zheng, Shidong Zhang, Han Yu.MapReduce short jobs optimization based on resource reuse, Microprocessors and Microsystems, Available online 18 May 2016.(CCF C)
[6]. 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, Available online 4 June 2016.(CCF C)
[7]. Junling Zhang, Shijun Liu, Lizhen Cui, Lei Wu, Li Pan.A Bayesian approach to performance modelling for multi-tenant applications using Gaussian models. IJHPCN 9(1/2): 150-159 (2016)
[8]. Dong Yuan, Li-zhen 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).
[9]. 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(中国科学F辑)46(6), 677-697 (2016)(HE Wei, CUI Lizhen, REN Guozhen, LI Qingzhong , LI Ting. A new paradigm for personalized mashup recommendation based on dynamic contexts in mobile computing environments.SCIENTIA SINICA Informationis 46(6), 677-697 (2016)
[10]. Jianliang Wu, Tingting Cui, Tao Ban, Shanqing Guo, Lizhen Cui. PaddyFrog: systematically detecting confused deputy vulnerability in Android applications. Security and Communication Networks 8(13):2338-2349 (2015) .(CCF C)
[11]. Jian Wang, Xin-Shun Xu, Shanqing Guo, Lizhen Cui, Xiaolin Wang. Linear unsupervised hashing for ANN search in Euclidean space. Neurocomputing 171: 283-292 (2016).(CCF C)
[12]. Tiantian Zhang; Lizhen Cui; Meng Xu. A LNS-based data placement strategy for data-intensive e-science applications.Int. J. of Grid and Utility Computing, 2014 Vol.5, No.4, pp.249 – 262
[13]. 谷连超,崔立真. 一种可伸缩的多租户数据自适应存储方法[J]. 计算机研究与发展, 2014, 51(9): 2058-2069. Gu Lianchao,Cui Lizhen. A Scalable and Self-Adjust Multi-Tenant Data Storage Strategy Under Different SLAs. Journal of Computer Research and Development, 2014, 51(9): 2058-2069.
[14]. 张甜甜,崔立真,徐猛等.基于Pareto最优的DaaS数据布局策略[J].计算机研究与发展,2014,51(6):1373-1382.
[15]. 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 Transactions on Parallel and Distributed Systems, vol. 24, no. 6, pp. 1234-1244, June 2013(SCI IF=1.992)(CCF A)
[16]. Lizhen Cui,Tiantian Zhang,Guangquan Xu,Dong Yuan. A Scheduling algorithm for Multi-Tenants Instance- Intensive Workflows, APPLIED MATHEMATICS & INFORMATION SCIENCES Vol.7-1L (Feb. 2013), PP:99-105(SCI IF=0,731)
[17]. 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[J].计算机研究与发展,2013,50(z2):71-76.
[18]. 崔立真, 谷连超. 基于平台即服务模式的协同应用动态构建与执行方法, 计算机集成制造系统(EI),2012.8,Vol.18(8): 1667-1674
[19]. 崔立真, 刘士军.云制造PaaS平台中协同过程构建与定制方法, 计算机集成制造系统(EI), 2012.10,Vol.18(10)
[20]. 徐猛,崔立真,李庆忠.基于扩展图规划的Top-K服务组合方法研究, 电子学报(EI), 2012, 40(7): 1404-1409
[21]. 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(EI). 计算机学报.2010.Vol.33(8):1472-1480



Conference:
[1]. YongqingZheng, Han Yu, Lizhen Cui, Chunyan Miao, Cyril Leung & Qiang Yang,"SmartHS: An AI Platform for Improving Government Service Provision,"in Proceedings of the 30th AAAI Conference on Innovative Applications ofArtificial Intelligence (IAAI-18), New Orleans, LA, USA, 2018. (InnovativeApplications of Artificial Intelligence Award)
[2]. Chang Liu, Yinan Zhang, Lei Liu, Lizhen Cui, Dong Yuan, and Chunyan Miao. 2017. Crowd-enabled Pareto-Optimal Objects Finding Employing Multi-Pairwise-Comparison Questions. In Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (CIKM '17, CCF B). ACM, New York, NY, USA, 287-295. DOI:https://doi.org/10.1145/ 3132847.3132910
[3]. 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. BIBM2017: 814-819 (CCF B)
[4]. Xiulin Li, Li Pan, Jiwei Huang, Shijun Liu, Yuliang Shi, Li-zhen Cui, Calton Pu. Performance Analysis of Cloud Computing Centers Serving Parallelizable Rendering Jobs Using M/M/c/r Queuing Systems. ICDCS 2017: 1378-1388(CCF B)
[5]. 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: 2630-2631(CCF B)
[6]. 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: 492-499 (CCF B)
[7]. Yongjian Ren, Lei Liu, Lizhen Cui, Yuliang Shi, Dongyu Zheng. QoS evaluation of prioritized data plane service employing queueing model. IWQoS 2017: 1-6(CCF B)
[8]. Wenbin Zhang, Yuliang Shi, Yongqing Zheng, Lei Liu, Li-zhen Cui. Resource and performance prediction at high utilization for N-Tier cloud-based service systems. ACSW 2017: 43:1-43:9
[9]. Yuliang Shi, Chenfei Sun, Qingzhong Li, Lizhen Cui, Han Yu, Chunyan Miao. A Fraud Resilient Medical Insurance Claim System. AAAI 2016: 4393-4394.(CCF A)
[10]. 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. ICWS2016.(CCF B)
[11]. Yuliang Shi, Yu Chen, Shibin Sun, Lei Liu, and Lizhen Cui. A Data Services-Based Quality Analysis System for the Life Cycle of Tire Production. ICSOC 2016, Banff, Alberta, Canada.(CCF B)
[12]. Shuo Zhang, Li Pan, Shijun Liu, Lei Wu, Lizhen Cui, and Dong Yuan. An Optimal and Iterative Pricing Model for Multiclass IaaS Cloud Services. ICSOC 2016, Banff, Alberta, Canada.(CCF B)
[13]. Chenfei Sun, Yuliang Shi, Qingzhong Li, Li-zhen Cui, Han Yu, Chunyan Miao. A Hybrid Approach for Detecting Fraudulent Medical Insurance Claims: (Extended Abstract). AAMAS 2016: 1287-1288.(CCF B)
[14]. Teng Liu, Qingzhong Li, Lanju Kong, Lei Liu, Li-zhen Cui. Optimizing Replica Exchange Strategy for Load Balancing in Multienant Databases. WAIM (2) 2016: 430-443.(CCF C)
[15]. Xiangzhen Xu, Jinghua Fu, Yuliang Shi, Shijun Liu, Lizhen Cui.WISE 2016, Shanghai, China.(CCF C)
[16]. Cun Ji,Shijun Liu, Yingbo Liu, Chengfei Yang, Lizhen Cui ,Li Pan , Lei Wu. A Self-Evolving Method of Data Model for Cloud-based Machine Data Ingestion. CLOUD 2016, San Francisco, USA.(CCF C)
[17]. Wei He, Hui Li, Lizhen Cui, Shuoyan Lu. Maximizing the Availability of Process Services in Mobile Computing Environments.SCC 2016, San Francisco, USA.(CCF C)
[18]. 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, San Francisco, USA.(CCF C)
[19]. Yi Wei, Shijun Liu, Jiao Sun, Lizhen Cui, Li Pan, Lei Wu .Big datasets for research: A survey on flagship conferences. BigData Congress 2016, San Francisco, USA.
[20]. Changyuan Wang, Zongfei Lu, Yang Liu, Shanqing Guo*, Xinshun Xu, Shijun Liu, Lizhen Cui. SpatialGraphx: A Distributed Graph Computing Framework for Spatial and Temporal Data at Scale. The 40th IEEE Computer Society International Conference on Computers, Software & Applications(COMPSAC). Atlanta, Georgia, USA, 2016.(CCF C)
[21]. Xinping Min, Qingzhong Li, Lei Liu and Lizhen Cui. A Permissioned Blockchain Framework for Supporting Instant Transaction and Dynamic Block Size. TrustCom 2016, Tianjin, China.(CCF C)
[22]. Shuai Zhang, Lei Liu, Hui Li, Zongshui Xiao and Lizhen Cui. MTPGraph: A Data-Driven Approach to Predict Medical Risk Based on Temporal Profile Graph. ISPA 2016, Tianjin, China.(CCF C)
[23]. Wei He, Guozhen Ren, Lizhen Cui, Hui Li. User Behavioral Context-Aware Service Recommendation for Personalized Mashups in Pervasive Environments. APWeb 2015: 683-694(CCF C)
[24]. Chenfei Sun, Qingzhong Li, Lizhen Cui, Zhongmin Yan, Hui Li, Wei Wei.An Effective Hybrid Fraud Detection Method. KSEM 2015: 563-574. (CCF C)
[25]. Wei He, Qingzhong Li, Li-zhen Cui, Ting Li: A Context-Based Autonomous Construction Approach for Procedural Mashups. ICWS 2014: 487-494(CCF B)
[26]. Dong Yuan,Xiao Liu, Lizhen Cui, Tiantian Zhang, Wenhao Li, Dahai Cao, Yun Yang. An Algorithm for Cost-Effectively Storing Scientific Datasets with Multiple Service Providers in the Cloud. 2013 IEEE 9th International Conference on e-Science, 23-25, October, 2013, Beijing, China.
[27]. Lizhen Cui,Jian Li,Yongqing Zheng.A Dynamic Web Service Composition Method Based on Viterbi Algorithm.(ICWS 2012) IEEE 19th International Conference on Web Services.Honolulu, Hawaii, USA.June 24-29, 2012:267-271(CCF B)
[28]. Yongqing Zheng, Jinshan Pang, Jian Li, Lizhen Cui.Business Process Oriented Platform-as-a-Service Framework for Process Instances Intensive Applications. 2012 IEEE 26th International Parallel and Distributed Processing Symposium(IPDPS 2012).Shanghai,China.2012 May 21-25:2314-2321
[29]. Lizhen Cui, Zongmin Shang, and Yuliang Shi. A Transaction Management Model Based on Compensation Planning Graph for Web Service Composition. 2011 IEEE International Conference on Web Services(ICWS 2011).Washington, DC, USA.2011.7.4-9: 275-282. (CCF B)
[30]. Yuliang Shi, Kun Zhang, Bing Liu, Lizhen Cui.A New QoS Prediction Approach Based on User Clustering and Regression Algorithms. 2011 IEEE International Conference on Web Services(ICWS 2011). Washington, DC, USA.2011.7.4-9: 726-727. (CCF B)

著作:
[1]. 《数据化企业致胜之道—数据驱动的创新》,刘士军,鹿旭东,崔立真编著,电子工业出版社,2017
[2]. 《营销数据科学》,崔立真,鹿旭东译,械工业出版社,2017
[3]. 《大数据驱动创新方法工作平台》,崔立真、鹿旭东、郭伟、刘士军,山东大学出版社,2017



专利:
[1]. 基于服务关联索引图的QoS感知Top-k服务组合系统.
[2]. 基于超轻量虚拟机的云计算动态资源调度系统及方法
[3]. 开发测试运维一体化系统、部署、全量以及增量更新方法
[4]. 基于Docker的Web数据采集方法、Web服务器及Web数据采集系统
[5]. 基于PageRank算法的问题推荐方法及系统
[6]. 一种创新方案匹配方法、装置、服务器及系统
[7]. 一种定制数据爬取工作流的方法及系统
[8]. 基于大数据的创新创意标签自动标注方法及系统
[9]. 一种基于知识网络的创意自动生成方法与终端
[10]. 一种交通拥塞趋势预测方法及系统
[11]. 基于排队论的连续交通节点拥塞程度预测模型、系统及方法
[12]. 一种创新创意的大数据处理方法、服务器及系统
[13]. 一种文本信息的创新度评估方法
[14]. 一种最优特征组合的再住院预测系统及方法



Telephone


Addr:No.1500, Shunhua Road, Jinan, Shandong Province, China
Zip Code:250101
Email:clz AT sdu.edu.cn
URL: http://sde.sdu.edu.cn/Contents/ArticleShow.asp?ArticleID=272