个人简介

鹿旭东，男，副教授。

Email: dongxul@sdu.edu.cn

2010年12月山大博士毕业

2000年1月山大硕士毕业

研究方向

- 智能数据分析、社会计算、人机交互

讲授课程

软件工程，众智科学与网络化产业，高级程序设计语言，数据库系统

科研项目

1) 国家重点研发计划子课题，服务效能分析诊断与平行优化技术，2021.12-2024.11

2) 科技部创新方法专项课题，基于大数据与群智的创新方法整合与服务关键技术，2020.10-2023.10

3) 国家重点研发计划子课题，应用流程协同与优化技术研究，2019.12-2022.11

4) 山东省重大科技创新工程课题，基于矿山安全云的事故灾害预警安全生产综合管控平台，2019.12-2021.12

5) 山东省重大科技创新工程课题，个人医疗健康大数据特征表示学习，2018.6-2020.12

6) 国家重点研发计划课题，众智科学基础理论与方法研究，2018-2020

7)科技部创新方法工作专项，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，2015-2017

发表论文

1) Huang Hao-zhe, Lu Xu-dong, Guo Wei, Jiang Xin-bo, Yan Zhong-min, Wang Shi-peng: Heterogeneous Information Network-Based Patient Similarity Search. Frontiers in Cell and Developmental Biology 2021 Sep 8;9:735687.

2) Xiaoqiang Gui, Xudong Lu, Guoxian Yu: Cost-effective Batch-mode Multi-label Active Learning. Neurocomputing 463: 355-367 (2021)

3) Xudong Lu, Lizhen Cui, Zhenchao Sun, Yuening Zhu: ProAID: path-based reasoning for self-attentional disease prediction. Knowl. Inf. Syst. 63(12): 3087-3101 (2021)

4) 鹿旭东，宋伟凤，郭伟，崔立这，林岳，姜涛. 大数据驱动的创新方法论与创新服务平台.数据与计算发展前沿 2021,3（5）.

5) 张少杰, 鹿旭东, 郭伟, 王世鹏, 何伟. 供需匹配中的非诚信行为预防[J]. 计算机科学, 2021, 48(4): 303-308.

6) Honglu Zhang, Yonghui Xu, Lei Liu, Xudong Lu, Xijie Lin, Zhongmin Yan, Lizhen Cui, Chunyan Miao: Multi-modal Information Fusion-powered Regional Covid-19 Epidemic Forecasting. BIBM 2021: 779-784

7) Shao-Jie Zhang, Xudong Lu, Shipeng Wang, Wei Guo: Supply-Demand Matching in Non-Cooperative Social Networks. IEEE Access 8: 162458-162466 (2020)

8) Shipeng Wang, Daokun Zhang, Lizhen Cui, Xudong Lu, Lei Liu, Qingzhong Li: Personality Traits Prediction Based on Sparse Digital Footprints via Discriminative Matrix Factorization. DASFAA (2) 2021: 692-700

9) Shipeng Wang, Lizhen Cui, Lei Liu, Xudong Lu, Qingzhong Li: Personality Traits Prediction Based on Users' Digital Footprints in Social Networks via Attention RNN. SCC 2020: 54-56

10) Guanqi Hua, Junhua Zhang, Lizhen Cui, Wei Guo, Xudong Lu, Wei He: D-colSimulation: A Distributed Approach for Frequent Graph Pattern Mining based on colSimulation in a Single Large Graph. SCC 2020: 76-83

11) Ran Zhang, Lei Liu, Xudong Lu, Zhongmin Yan, Hui Li: Performance Modeling of a General GPS Scheduling Under Long Range Dependent Traffic. ISPA/BDCloud/SocialCom/SustainCom 2020: 683-689

12) Fuqiang Yu, Lizhen Cui, Wei Guo, Xudong Lu, Qingzhong Li, Hua Lu: A Category-Aware Deep Model for Successive POI Recommendation on Sparse Check-in Data. WWW 2020: 1264-1274

13) Chenfei Sun, Zhongmin Yan, Qingzhong Li, Yongqing Zheng, Xudong Lu, Lizhen Cui: Abnormal Group-Based Joint Medical Fraud Detection. IEEE Access 7: 13589-13596 (2019)

14) Jinjiao Lin, Chunfang Liu, Yibin Li, Lizhen Cui, Rui Wang, Xudong Lu, Yan Zhang, Jian Lian: Automatic Knowledge Discovery in Lecturing Videos via Deep Representation. IEEE Access 7: 33957-33963 (2019)

15) Wei Guo, Wei Ge, Xudong Lu, Hui Li: Short-Term Load Forecasting of Virtual Machines Based on Improved Neural Network. IEEE Access 7: 121037-121045 (2019)

16) Bin Liu, Wei Guo, Xudong Lu, Meng Xu, Lizhen Cui: A Method of Analysis on Consumer Behavior Characteristics Based on Self-supervised Learning. ChineseCSCW 2019: 605-617

17) Miao Zheng, Lizhen Cui, Wei He, Wei Guo, Xudong Lu: A Dynamic Difficulty-Sensitive Worker Distribution Model for Crowdsourcing Quality Management. CollaborateCom 2019: 12-27

18) Qian Yang, Lizhen Cui, Miao Zheng, Shijun Liu, Wei Guo, Xudong Lu, Yongqing Zheng, Qingzhong Li: LBTask: A Benchmark for Spatial Crowdsourcing Platforms. ICCSE 2018: 27:1-27:6

19) Xudong Lu, Dongyu Zheng, Lei Liu:Data Driven Analysis on the Effect of Online Judge System. iThings/GreenCom/CPSCom/SmartData 2017: 573-577