个人及工作简历

1.2010年10月-至今，休斯顿大学计算机科学系研究科学家、研究助理教授

2.2015年2月-2018年5月，西安交通大学拔尖人才计划

3.2015年11月-至今，陕西省医疗健康大数据工程研究中心 (bigdatahealth.org)

4.2017年6月-至今，大数据算法与分析技术国家重点实验室

5.2018年6月-至今，西安交通大学管理学院

研究领域（方向）

1.大数据驱动的行为理论、行为计算和仿真

2.基于大数据行为的决策支持

3.人工智能与深度学习

4.区块链Behavioral Theory driven by Bid data, Behavioral Computing and Simulation

5.Decision Support based on Big Data Behavior

6.Artificial Intelligence and Deep Learning

7.Blockchain

科研项目

1.2022年基于电力数据的用户侧碳排放分析与去碳潜力评估技术研究，经费49.5万

2.2021年基于数据驱动的营商环境优化智能决策技术研究，经费89.5万

3.2021年电力智能终端可信接入与链上链下数据协同关键技术研究，经费33.5万

4.2020年华为技术有限公司行为身份认证增量学习，经费150万

5.2019年基于深度强化学习的公众运动健康水平提升关键技术与应用系统研究，经费80万

6.2019年陕西省区块链创新发展研究，经费5万

7.2019年城市地下空间工程大数据智能分析与公共服务平台建设与示范应用项目大数据平台及测评课题，经费913万

8.2019年用户身份持续认证技术合作项目，经费150万

9.2018年基于海量多源手机数据的宏观微观公众运动行为综合分析与提升研究，经费6万

期刊文章

1.Shen, Z., Yang, K., Zhao, X.#, Zou, J.,& Du, W.,(2021), Deepapp: a deep reinforcement learning framework for mobile application usage prediction, IEEE Transactions on Mobile Computing

2.Zhao, J., Mao, M., Zhao, X. #, Zou, J., (2020), A hybrid of deep reinforcement learning and local search for the vehicle routing problems, IEEE Transactions on Intelligent Transportation Systems

3.Yang X., Ma L., Zhao X., & Kankanhalli A. (2020). Factors influencing user’s adherence to physical activity applications : A scoping literature review and future directions. International Journal of Medical Informatics. 134, 104039.

4.Zhao, X. , Xia, Q.，Huang, W.,（2020） The Appraisal-Coping Process Underlying the Influence of Technostress on Productivity, Information & Management,

5.Mao, X., Zhao, X. ^#, & Liu, Y. (2020). mHealth App recommendation based on the prediction of suitable behavior change techniques. Decision Support Systems, 113248.

6.Wei, Y., Zhao, X. ^#, Zou, J., & Herrera-Viedma, E. (2019). A complementing preference based method for location recommendation with cellular data. Knowledge-Based Systems, 104889.

7.Mao, X., Zhao, X. ^#, Lin, J., & Herrera-Viedma, E. (2019). Utilizing multi-source data in popularity prediction for shop-type recommendation. Knowledge-Based Systems, 165, 253-267.

8.Gao, W., Zhao, X. ^#, Gao, Z., Zou, J., Dou, P., & Kakadiaris, I. A. (2019). Scalable 3D Facial Shape Reconstruction from Image Sequences Using a Map-Reduce Framework. IEEE Access, Accepted manuscript.

9.Ai, P., Liu, Y., & Zhao, X. ^# (2019). Big Five personality traits predict daily spatial behavior: Evidence from smartphone data. Personality and Individual Differences, 147, 285-291.

10.Ahmed, G., Zhao, X^#., Fareed, M. M. S. (2019), A Hybrid Energy Equating Game for Energy Management in the Internet of Underwater Things, Sensors, 19, 2351.

11.Ahmed, G., Zhao, X. ^#, Fareed, M. M. S., Fareed, M. Z. (2019), An Energy-Efficient Redundant Transmission Control Clustering Approach for Underwater Acoustic Networks, Sensors, available online

12.Yang, X., Zhao, X. ^#, Liu Y., Tian J. (2019), Growth rate of visits for tourist attractions in response to large-scale events: Do destination attributes matter?, accepted by Asia Pacific Journal Of Tourism Research

13.Hossain, S. F. A., Zhao, X. ^#, Nurunnabi, M., Anwar, B., (2019). Sustainable academic performance in Higher Education: A mixed method approach, Interactive Learning Environment, DOI: 10.1080/ 10494820.2019.1680392, online available. In Press.

14.Hossain, S. F. A., Zhao, X. ^#, Lin, M., Hussain, K., (2019). Social-media-based Entrepreneurship Prospect Analysis Among Female Students in Emerging Nations. Journal of Theoretical and Applied Electronic Commerce Research, Accepted manuscript.

论著

1.Zhao, X., Feng, T., Lu, X., Shi, W., & Kakadiaris, I.A. Continuous Mobile Authentication using User-Phone Interaction. In Mobile Biometrics, Guodong Guo & Harry Wechsler, Eds.

2.热泵干燥技术，ISBN978-7-122-36922-2

会议论文

1.Yu Wei, Minjia Mao, Xi Zhao, Jianhua Zou, and Ping An. 2020. City Metro Network Expansion with Reinforcement Learning. In Proceedings of the 26^th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD’20), August 23–27, 2020, Virtual Event, CA, USA. ACM, New York, NY, USA,11 pages

2.Zhihao Shen, Wan Du, Xi Zhao, and Jianhua Zou. 2020. DMM: Fast Map Matching for Cellular Data. In The 26th Annual International Conference on Mobile Computing and Networking (MobiCom ’20), September 21–25

3.Zhang, M., Zhao, X., Zhang, B., & Feng, G. (2019). SmartDon: A Permissioned Blockchain System for NPO. In Pre-ICIS SIGBPS 2019 Workshop on Blockchain and Smart Contract, accepted

4.Shen, Z., Yang, K., Du, W., Zhao, X., & Zou, J. (2019). DeepAPP: A Deep Reinforcement Learning Framework for Mobile Application Usage Prediction. In The ACM Conference on Embedded Networked Sensor Systems. ACM.

5.Cai, X., Zhao, X., Zhang, B., & Feng, G. (2019). What Drives Adoption of Smart Contract? Identifying Peer Influence in Blockchain User Network. In International Conference on Information Systems (ICIS).

6.Dai, H., Hu, T., Zhao, X., Zhang, P. (2019). Big Data Research in Information Systems: The Preliminary Findings of a Meta-Analysis. In Americas Conference on Information Systems (AMCIS).

7.Gao, W., & Zhao, X. (2019). Auto Data Augmentation for Testing Set. In the Chinese Conference on Pattern Recognition and Computer Vision (PRCV).

8.Lu, X., Zhao, Xia, & Zhao, Xi (2019). Awareness of actual usage time and users’ smartphone usage. In China Summer Workshop on Information Management (CSWIM), Shenzhen, China.

9.Xia, Q., Zhao, X., Huang, W., & Kankanhalli, A. (2019). The effect of “gender fit” on fitness app engagement. In Pacific Asia Conference on Information Systems, Xi’an, China.

10.Ma, L., Zhao, X., & Zhou, Z. (2019). The Effect Factors on Sustained Use of Physical Activity Apps. In Pacific Asia Conference on Information Systems, Xi’an, China.

11.Zheng, N., Jiang, X., Ao, Y., & Zhao, X. (2019). Prediction of Tariff Package Model Using ROF-LGB Algorithm In International Conference on Data Science and Information Technology.

12.Li, J., Zhao, J., Mao, M., Zhao, X., & Zou, J. (2019). Exploring the Prediction of Variety-seeking Behavior. In International Conference on Data Science and Information Technology.

专利

1.一种集成的便携式心电与皮电检测仪，赵玺，刘燕燕，邹建华，刘虎，201521127572.2，西安交通大学，广东顺德西安交通大学研究院

2.一种实时图像盲复原方法，邹建华，高伟哲，赵玺，张志广，王斌，ZL201510158725.8，西安交通大学，广东顺德西安交通大学研究院

3.一种确定运营商用户的语义轨迹从而基于语义轨迹推断用户活动的计算方法，赵玺，邹建华，董菊萌，在审

4.一种集成心电与皮电监测的手机壳，赵玺，邹建华，强宝菊，在审

5.一种实时检测并显示人类情绪状态的智能笔及其检测方法，赵玺，姚晨钰，邹建华，黄伟，在审

6.一种应用于快速位置检索的区域地图坐标编码方法，赵玺，朱永成，邹建华，刘跃文，在审

7.一种基于位置编码地图的运动轨迹比对方法，赵玺，邹建华，刘欢，在审

8.一种基于人体温度与图像的智能空调系统及其工作方法，邹建华，刘艳艳，赵玺，葛思擘，王斌，在审

9.一种对工业现场设备进行远程编程调试的方法，邹建华，梁毅，赵玺，葛思擘，王斌，在审

10.一种基于视频的运动物体入侵报警方法，邹建华，李朋帅，赵玺，张志广，王斌，在审

11.一种具有WebService功能的智能家居通信系统及方法，邹建华，张雪松，赵玺，王勇，王斌，在审

12.一种智能家电协同控制方法，邹建华，刘洋，赵玺，朱正东，王斌，在审

13.一种基于语义轨迹推断用户活动的方法，赵玺，董菊萌，邹建华，在审

软件著作权

1.基于社会网络大数据的社区发现仿真实验软件V1.0，赵玺，敖毅波，郑乃颂，杨康，姜晓薇