趙培海

男 講師 計算機應用技術系

個人簡介：

於2011年畢業於同濟大學，獲得計算機科學與技術專業本科學位並直接攻讀博士，於2017年畢業於同濟大學，獲得工學博士學位👩🏼‍🚀。2017至今在沐鸣注册擔任講師0️⃣🧑🏼。在讀博士期間🤲🏻，進行了網絡交易風控模型研究並進行了非參貝葉斯相關建模分析；現一直從事時序數據挖掘📷、概率圖模型分析方面的研究工作，以及人工智能方面的教學與科研工作。

主要研究方向：

概率圖模型分析

統計機器學習

時間序列數據挖掘

講授課程：

人工智能

編譯原理

主要論文研究成果🦶🏿💂🏻：

[1] Peihai Zhao, Zhijun Ding, Mimi Wang and Rruihao Cao, Behavior Analysis for Electronic Commerce Trading Systems: A Survey, IEEE Access, vol. 7, pp. 108703-108728, 2019.

[2] Mimi Wang; Guanjun Liu; Peihai Zhao*; Chungang Yan; Changjun Jiang, Behavior consistency computation for workflow nets with unknown correspondence, IEEE/CAA Journal of Automatica Sinica, 5(1), pp 281-291, 2018.

[3] Mimi Wang; Zhijun Ding; Peihai Zhao; Wangyang Yu; Changjun Jiang, A Dynamic Data Slice Approach to the Vulnerability Analysis of E-Commerce Systems, IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp 1-15, 2018.

[4] Mimi Wang; Zhijun Ding; Changjun Jiang; Peihai Zhao, A Process-Profile-Based Method to Measure Consistency of E-Commerce System, IEEE Access, vol. 6, pp 25100-25109, 2018.

[5] 趙培海; 王咪咪, 基於三維行為關系圖的模型一致性檢測方法, 計算機科學, 45(06), pp 156-160+165, 2018.

[6] Mimi Wang; Peihai Zhao*, Decomposition of Petri Nets based on the Behavior Relation Matrix, 2017 IEEE 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 2017.7.29-2017.7.31, pp 508-514, Guilin, CHINA, 2017.

[7] Mengqing Ji; Peihai Zhao; Mimi Wang; Chungang Yan; Zhong Li; Changjun Jiang, A kind of authentication method based on user web browsing features, International Journal of Machine Learning and Computing, 7(2), pp 18-23, 2017.

[8] Peihai Zhao; Chungang Yan; Changjun Jiang, Authenticating Web User's Identity through Browsing Sequences Modeling, 16th IEEE International Conference on Data Mining Workshops (ICDMW), 2016.12.12-2016.12.15, pp 335-342, Barcelona, SPAIN, 2016.

[9] 趙培海; 王咪咪; 方賢文, 基於網進程的模型一致性分析方法, 計算機科學, 43(11), pp 242-245+251, 2016.

[10] Xiaoshuang Song; Peihai Zhao; Mimi Wang; Chungang Yan, A Continuous Identity Verification Method based on Free-Text Keystroke Dynamics, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016.10.9-2016.10.12, pp 206-210, Budapest, HUNGARY, 2016.

[11] Hongbo Zhang; Chungang Yan; Peihai Zhao; Mimi Wang, Model construction and authentication algorithm of virtual keystroke dynamics for smart phone users, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016.10.9-2016.10.12, pp 171-175, Budapest, HUNGARY, 2016.

[12] Lei Ma; Chungang Yan; Peihai Zhao; Mimi Wang, A Kind of Mouse Behavior Authentication Method on Dynamic Soft Keyboard, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016.10.9-2016.10.12, pp 211-216, Budapest, HUNGARY, 2016.

[13]Qiang Liu; Mimi Wang; Peihai Zhao; Chungang Yan; Zhijun Ding, A Behavioral Authentication Method for Mobile Gesture Against Resilient User Posture, 2016 3rd International Conference on Systems and Informatics (ICSAI), 2016.11.19-2016.11.21, pp 324-331, Shanghai, CHINA, 2016.

[14]Xiaomeng Zhang; Peihai Zhao; Mimi Wang, Keystroke dynamics in password authentication for multi-user account, Journal of Computational Information Systems, 11(1), pp 321-331, 2015.

[15]Shaoping Jiang; Chungang Yan; Peihai Zhao; Mimi Wang, An immune approach for detecting the user's behavior of electronic transaction process, Journal of Computational Information Systems, 11(2), pp 683-692, 2015.

[16]王昱傑; 趙培海; 王咪咪, 基於鍵盤行為進行用戶識別的方法與應用, 計算機科學, 42(11), pp 203-207+234, 2015.

[17]Junzhu Zhong; Chungang Yan; Peihai Zhao; Mimi Wang; Wangyang Yu, A Kind of Identity Authentication Method Based on Browsing Behaviors, 2014 the 7th International Symposium on Computational Intelligence and Design (ISCID), 2014.12.13-2014.12.14, Hangzhou, CHINA, 2014.

近期主持的科研項目：

[1] 上海市經濟信息化委軍民融合專項子課題📕，“無人機大數據管理系統”，2017/01-2019/12.

[2] 沐鸣娱乐青年教師啟動資助項目“基於深度學習的網絡用戶行為數據建模與可信認證研究”🏊🏽，2018/03 – 2019/03.

近幾年的論著、專利🌑：

[1] Changjun Jiang, Hongzhong Chen, Chungang Yan, Zhijun Ding, Mimi Wang, Peihai Zhao , METHOD AND SYSTEM FOR BRANCH PROCESS-BASED MODEL CONSISTENCY ANALYSIS, 2018.06.13, 澳大利亞, AU2018100679.

[2] Changjun Jiang, Hongzhong Chen, Chungang Yan, Zhijun Ding, Mimi Wang, Peihai Zhao, METHOD FOR MEASURING USER BEHAVIOR CONSISTENCY DEGREE BASED ON COMPLEX CORRESPONDENCE SYSTEM, 2017.1.19, 澳大利亞, AU2017100012

[3] 蔣昌俊; 閆春鋼; 丁誌軍; 張亞英; 景晨; 趙培海, 一種基於用戶行為模型的身份認證方法及系統, 2017.1.10 (公開), 中國, CN2017100168646

[4] 蔣昌俊; 閆春鋼; 丁誌軍; 張亞英; 王咪咪; 趙培海, 一種基於數據切片一致性的系統檢測方法及系統, 2017.5.3 (公開), 中國, CN2017103063241

[5] 蔣昌俊; 陳閎中; 閆春鋼; 丁誌軍; 王咪咪; 趙培海, 一種基於分支進程的模型一致性分析方法及系統, 2018.03.02 (授權), 中國, ZL2015107287242

[6] 蔣昌俊; 陳閎中; 閆春鋼; 丁誌軍; 王咪咪; 趙培海, 基於復雜對應系統的用戶行為一致性度測量方法, 2017.6.13 (授權), 中國, ZL2014103277092

[7] 蔣昌俊; 陳閎中; 閆春鋼; 丁誌軍; 於汪洋; 趙培海, 基於Web用戶行為模式的身份認證方法, 2015.11.04 (授權), 中國, ZL2012104456813

聯系方式🙅🏽‍♂️：

電  話🧛‍♀️：(86)021-67792291

郵  箱👪：peihaizhao@dhu.edu.cn

辦公室：1號沐鸣樓245室

Peihai Zhao

Lecturer in the Department of Computer Application Technology

In 2011, he graduated with a bachelor's degree in computer science and technology from Tongji University. He then pursued a Ph.D. in engineering straight away, earning his degree from Tongji University in 2017. Since 2017, he has served as an Lecturer at the School of Computer Science and Technology at Donghua University. For his PhD, he researched non-parametric Bayesian correlation modeling and network transaction risk control models; at the moment, he also teaches and conducts research on artificial intelligence while working on time-series data mining and probabilistic graph model analysis.

Research Interests：

Probabilistic Graphical Model Analysis

Statistical Machine Learning

Time Series Data Mining

Teaching：

Artificial Intelligence

Principle of compilation

[1]        Peihai Zhao, Zhijun Ding, Mimi Wang and Rruihao Cao, Behavior Analysis for Electronic Commerce Trading Systems: A Survey, IEEE Access, vol. 7, pp. 108703-108728, 2019.

[2]        Mimi Wang; Guanjun Liu; Peihai Zhao*; Chungang Yan; Changjun Jiang, Behavior consistency computation for workflow nets with unknown correspondence, IEEE/CAA Journal of Automatica Sinica, 5(1), pp 281-291, 2018.

[3]        Mimi Wang; Zhijun Ding; Peihai Zhao; Wangyang Yu; Changjun Jiang, A Dynamic Data Slice Approach to the Vulnerability Analysis of E-Commerce Systems, IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp 1-15, 2018.

[4]        Mimi Wang; Zhijun Ding; Changjun Jiang; Peihai Zhao, A Process-Profile-Based Method to Measure Consistency of E-Commerce System, IEEE Access, vol. 6, pp 25100-25109, 2018.

[5]        Mimi Wang; Peihai Zhao*, Decomposition of Petri Nets based on the Behavior Relation Matrix, 2017 IEEE 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 2017.7.29-2017.7.31, pp 508-514, Guilin, CHINA, 2017.

[6]        Mengqing Ji; Peihai Zhao; Mimi Wang; Chungang Yan; Zhong Li; Changjun Jiang, A kind of authentication method based on user web browsing features, International Journal of Machine Learning and Computing, 7(2), pp 18-23, 2017.

[7]        Peihai Zhao; Chungang Yan; Changjun Jiang, Authenticating Web User's Identity through Browsing Sequences Modeling, 16th IEEE International Conference on Data Mining Workshops (ICDMW), 2016.12.12-2016.12.15, pp 335-342, Barcelona, SPAIN, 2016.

[8]        Xiaoshuang Song; Peihai Zhao; Mimi Wang; Chungang Yan, A Continuous Identity Verification Method based on Free-Text Keystroke Dynamics, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016.10.9-2016.10.12, pp 206-210, Budapest, HUNGARY, 2016.

[9]        Hongbo Zhang; Chungang Yan; Peihai Zhao; Mimi Wang, Model construction and authentication algorithm of virtual keystroke dynamics for smart phone users, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016.10.9-2016.10.12, pp 171-175, Budapest, HUNGARY, 2016.

[10]     Lei Ma; Chungang Yan; Peihai Zhao; Mimi Wang, A Kind of Mouse Behavior Authentication Method on Dynamic Soft Keyboard, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016.10.9-2016.10.12, pp 211-216, Budapest, HUNGARY, 2016.

[11]     Qiang Liu; Mimi Wang; Peihai Zhao; Chungang Yan; Zhijun Ding, A Behavioral Authentication Method for Mobile Gesture Against Resilient User Posture, 2016 3rd International Conference on Systems and Informatics (ICSAI), 2016.11.19-2016.11.21, pp 324-331, Shanghai, CHINA, 2016.

[12]     Xiaomeng Zhang; Peihai Zhao; Mimi Wang, Keystroke dynamics in password authentication for multi-user account, Journal of Computational Information Systems, 11(1), pp 321-331, 2015.

[13]     Shaoping Jiang; Chungang Yan; Peihai Zhao; Mimi Wang, An immune approach for detecting the user's behavior of electronic transaction process, Journal of Computational Information Systems, 11(2), pp 683-692, 2015.

[14]     Junzhu Zhong; Chungang Yan; Peihai Zhao; Mimi Wang; Wangyang Yu, A Kind of Identity Authentication Method Based on Browsing Behaviors, 2014 the 7th International Symposium on Computational Intelligence and Design (ISCID), 2014.12.13-2014.12.14, Hangzhou, CHINA, 2014.

[1]        Changjun Jiang, Hongzhong Chen, Chungang Yan, Zhijun Ding, Mimi Wang, Peihai Zhao , METHOD AND SYSTEM FOR BRANCH PROCESS-BASED MODEL CONSISTENCY ANALYSIS, 2018.06.13, AU2018100679.

[2]        Changjun Jiang, Hongzhong Chen, Chungang Yan, Zhijun Ding, Mimi Wang, Peihai Zhao, METHOD FOR MEASURING USER BEHAVIOR CONSISTENCY DEGREE BASED ON COMPLEX CORRESPONDENCE SYSTEM, 2017.1.19, AU2017100012

Phone：(86)021-67792291

E-mail：peihaizhao@dhu.edu.cn

Office：Room 245, No.1 College Building