劉國華

男 教授 軟件系

個人簡介：

教授👩‍🦽‍➡️、博士研究生導師🧎🏻‍♀️‍➡️👩‍🎨、復旦大學校友會IT同學會副會長⭕️、《計算機研究與發展》編委、《沐鸣娱乐學報（ 自然科學版）》編委✊🏿👩🏻‍🦯‍➡️、《燕山大學學報》編委、中國計算機學會高級會員🎶、中國計算機學會數據庫專業委員會委員🙀、中國計算機學會理論計算機專業委員會委員、中國保密協會隱私保護專業委員會委員、中國大數據產業聯盟產業互聯網服務專業委員會委員🌈🤞🏼、上海市機械工程學會第十四屆理事會理事、上海市數據科學重點實驗室數據科學家、上海產業技術研究院大數據標準化專家委員會委員、音鋒機器人股份有限公司首席科學家🕡。曾擔任過燕山大學信息科學與工程沐鸣副院長、院長💖，沐鸣注册院長，上海計算機學會數據庫專業委員會副主任。發表100余篇學術論文🕣，出版專著3部👩🏽‍🎓，以主要參加人的身份參與過1項國家自然科學基金項目和多項省自然科學基金項目的研究工作，以主持人的身份承擔過1項教育部科學技術研究重點項目😼🙍🏼、1項國家“十一五”科技支撐計劃重點項目專題任務、2項國家自然科學基金項目👮🏼‍♀️，2項國家“十三五”重點研發計劃項目子課題，1項上海市工業互聯網創新發展專項項目，此外，承擔過及多項橫向課題，獲多項省部級科技進步獎勵👍🏼。

研究方向： 

數據庫理論 大數據與人工智能 工業互聯網 數字孿生與元宇宙

講授課程⤴️：

數據結構，計算理論與算法復雜性導引

主要研究成果：

[1]Jiawei Wu, Guohua Liu. Modeling the Uncertain Data in the K-anonymity Privacy Protection Model[C]. 2011 Seventh International Conference on Computational Intelligence and Security (CIS), 2011: 657-661. (EI)

[2]Jieyuan Li, Guohua Liu. On the Representation and Querying of Sets of Possible Worlds in the K-anonymity Privacy Protecting Model[C]. 2011 Seventh International Conference on Computational Intelligence and Security (CIS). 2011: 662-664. (EI)

[3]Bingchun Liu, Guohua Liu. The Classification of K-anonymity Data[C]. 2011 Seventh International Conference on Computational Intelligence and Security (CIS), 2011: 1374-1378. (EI)

[4]辛婷婷, 劉國華. K-匿名隱私保護模型下的Top-k查詢[J]. 計算機科學與探索, 2011, 5(8): 751-759.

[5]嚴秋玲, 孫莉, 王梅, 樂嘉錦, 劉國華. 列存儲數據倉庫中啟發式查詢優化機製[J]. 計算機學報, 2011, 34(10): 2018-2026. (EI)

[6]張琦, 王梅, 樂嘉錦, 劉國華. 列存儲數據倉庫查詢執行中重用緩沖區調度算法[J]. 計算機研究與發展, 2011, 48(10): 1942-1950. (EI)

[7]Yanfei Zuo, Guohua Liu, Xiaoli Yue, Wei Wang, Honghua Wu. Similarity Matching over Uncertain Time Series[C]. 2011 Seventh International Conference on Computational Intelligence and Security (CIS), 2011: 1357-1361. (EI)

[8]宋金玲, 劉國華, 黃立明, 李玉香, 賀禮智, 王丹麗. k-匿名隱私保護模型中 k 值的優化選擇算法[J]. 小型微型計算機系統, 2011, 32(10): 1987-1993.

[9]吳佳偉, 劉國華, 王梅. K-匿名隱私保護模型中不確定性數據的建模問題研究[J]. 計算機工程與科學, 2011, 33(9): 7-12.

[10]萬濤, 劉國華. k-匿名數據中的數據依賴問題研究[J]. 計算機工程, 2012, 38(20): 38-10.

[11]陳愛東, 劉國華, 肖瑞, 萬小妹, 石丹妮. 均勻分布下不確定數據的關聯規則變粒度查詢[J]. 計算機工程與科學, 2013, 35(10): 79-88.

[12]林丙春, 劉國華, 王梅. 針對 k-匿名數據的判定樹構造算法[J]. 武漢大學學報: 理學版, 2011, 57(6): 494-498.

[13]侯士江, 張玉江, 劉國華. 基於位置敏感哈希分割的空間K-匿名共匿算法[J]. 計算機科學, 2013, 40(8): 115-118.

[14]丁祥武, 余文兵, 劉國華. VPM: 列存儲系統中基於帶值路徑的物化技術[J]. 計算機研究與發展, 2012, 49(10): 2086-2094. (EI)

[15]Haibin Liu, Guohua Liu, Ying Wang, Dingjia Liu. A Novel Behavioral Similarity Measure for Artifact-Oriented Business Processes[M].Technology for Education and Learning. Springer Berlin Heidelberg, 2012: 81-88. (EI)

[16]王穎, 劉國華, 劉海濱, 趙丹楓. Artifact的有效性問題研究[J]. 計算機集成製造系統, 2012, 18(8): 1726-1734. (EI)

[17]王穎, 劉國華, 高尚, 趙丹楓, 劉海濱. ArtiFlow中Artifact 生命周期的可滿足性問題[J]. 小型微型計算機系統, 2012, 33(006): 1176-1182.

[18]趙丹楓, 劉國華, 張大偉, 王穎, 劉海濱. A-Stein: 以數據為中心的業務流程管理原型系統[J]. 計算機研究與發展, 2011, 48 (suppl.2): 400-404.

[19]劉海濱, 劉國華, 黃立明, 宋金玲. 以業務單據為中心的業務流程模型聚類及相似性查詢方法[J]. 計算機集成製造系統, 2013, 19(8): 1810-1821. (EI)

[20]Danfeng Zhao, Guohua Liu, Ying Wang, Feng Gao, Huifang Li, Dawei Zhang. A-Stein: A Prototype for Artifact-Centric Business Process Management Systems[C]. 2011 International Conference on Business Management and Electronic Information (BMEI), 2011, 1: 247-250. (EI)

[21]王穎, 劉國華, 黃震. XAr/T-net: 一種用於以業務單據為中心的業務流程建模方法[J]. 計算機集成製造系統, 2013, 19(8): 1935-1941.

[22]吳紅花, 劉國華. 不確定時間序列的規約方法[J]. 計算機工程, 2012, 38(21): 33-35.

[23]宋金玲, 李芳玲, 劉國華, 黃立明, 張廣斌, 王丹麗. 基於概率的動態視圖安全發布方法[J]. 計算機科學, 2011, 38(9): 158-163.

[24]高尚, 金順福, 劉國華, 王穎, 劉海濱. 基於時間Petri網的Artifact有效性的驗證[J]. 燕山大學學報, 2012, 35(6): 556-560.

[25]王檸, 劉國華, 石丹妮. 基於指紋和推導模型的泄密信息檢測方案[J]. 燕山大學學報, 2013, 36(6): 511-518.

[26]孫莉, 李靜, 劉國華. 列存儲數據查詢中的連接策略優化方法[J]. 計算機研究與發展, 2013, 50(8): 1647-1656.

[27]劉海濱, 劉國華, 王穎, 趙丹楓. 面向Artifact的業務流程行為相似性度量方法[J]. 小型微型計算機系統, 2013, 34(003): 475-479.

[28]陳愛東, 劉國華, 費凡, 周宇, 萬小妹, 貟慧. 滿足均勻分布的不確定數據關聯規則挖掘算法[J].計算機研究與發展, 2013, 50(Suppl): 186-195.

[29]Yilong Liu, Guohua Liu. Finding the Provenance of K-anonymous Data and Adding It to Association-Rule Mining[C]. 2012 Eighth International Conference on Computational Intelligence and Security (CIS), 2012: 117-122. (EI)

[30]Haibin Liu, Guohua Liu, Danfeng Zhao, Jinling Song. A Clustering Approach for Artifact-Centric Business Process Models[J]. Journal of Computational Information Systems. 2012, 8(16), 6601-6609. (EI)

[31]張君寶, 劉國華, 王碧穎, 王梅, 王羽婷, 石丹妮, 翟紅敏. k-匿名數據上的聚集查詢及其性質[J]. 計算機工程與科學, 2014, 36(1), 176-185.

近期主持或參與的科研項目🧐🏃🏻‍♀️：

1.源於k-匿名隱私保護模型的不確定性數據管理及可用性問題，國家自然科學基金項目

2.全流程印染過程數字化控製技術研究與應用示範 國家重點研發計劃項目（子項目）

3. 網絡空間沙盤關鍵技術研究與網絡沙盤平臺研發 國家重點研發計劃項目（子項目）

4. 面向紡織服裝的行業級工業互聯網平臺 上海市經濟和信息化委員會

近幾年的論著、專利：

1.《隱私保護數據發布中不確定數據的管理方法—數據發布篇》,專著🍼， 科學出版社

2.《隱私保護數據發布中不確定數據的管理方法—數據管理篇》, 專著🫱🏽，科學出版

3.雲存儲環境下文本文檔的篡改檢測方法， 發明專利，ZL201410315438.9

聯系方式：

電話：21-67792060

Email:ghliu@dhu.edu.cn

GUOHUA LIU

Bio: Professor, doctoral supervisor, vice president of Fudan University Alumni Association IT Homecoming Association, editorial board member of Computer Research and Development, editorial board member of Journal of Donghua University (Natural Science Edition), editorial board member of Journal of Yanshan University, senior member of Chinese Computer Society, member of Database Committee of Chinese Computer Society, member of Theoretical Computer Committee of Chinese Computer Society Member of Privacy Protection Professional Committee of China Association for Confidentiality, member of Industrial Internet Service Professional Committee of China Big Data Industry Alliance, member of the 14th Council of Shanghai Society of Mechanical Engineering, data scientist of Shanghai Key Laboratory of Data Science, member of Big Data Standardization Expert Committee of Shanghai Institute of Industrial Technology, and chief scientist of Yinfeng Robot Co., Ltd. He once served as the deputy dean and dean of the School of Information Science and Engineering of Yanshan University, the dean of the School of Computer Science and Technology of Donghua University, and the deputy director of the database professional committee of Shanghai Computer Society. He has published more than 100 academic papers, published 3 monographs, participated in the research work of one National Natural Science Foundation project and several provincial natural science foundation projects as the main participant, and undertaken one key science and technology research project of the Ministry of Education, one special task of key projects of the National "Eleventh Five Year" Science and Technology Support Plan, and two national natural science foundation projects as the host, Two subprojects of the national "13th Five Year Plan" key R&D projects, one special project for the innovative development of Shanghai's industrial Internet, in addition, he has undertaken and won many horizontal projects, and won some provincial and ministerial awards for scientific and technological progress.

Research Areas: Database Theory, Big Data and Artificial Intelligence, Industrial Internet, Digital Twin and Metauniverse

Main Courses Taught: Data Structure, Computing Theory and Algorithm Complexity

Publications:

[1]Jiawei Wu, Guohua Liu. Modeling the Uncertain Data in the K-anonymity Privacy Protection Model[C]. 2011 Seventh International Conference on Computational Intelligence and Security (CIS), 2011: 657-661. (EI)

[2]Jieyuan Li, Guohua Liu. On the Representation and Querying of Sets of Possible Worlds in the K-anonymity Privacy Protecting Model[C]. 2011 Seventh International Conference on Computational Intelligence and Security (CIS). 2011: 662-664. (EI)

[3]Bingchun Liu, Guohua Liu. The Classification of K-anonymity Data[C]. 2011 Seventh International Conference on Computational Intelligence and Security (CIS), 2011: 1374-1378. (EI)

[4]Haibin Liu, Guohua Liu, Ying Wang, Dingjia Liu. A Novel Behavioral Similarity Measure for Artifact-Oriented Business Processes[M].Technology for Education and Learning. Springer Berlin Heidelberg, 2012: 81-88. (EI)

[5]Danfeng Zhao, Guohua Liu, Ying Wang, Feng Gao, Huifang Li, Dawei Zhang. A-Stein: A Prototype for Artifact-Centric Business Process Management Systems[C]. 2011 International Conference on Business Management and Electronic Information (BMEI), 2011, 1: 247-250. (EI)

[6]Yilong Liu, Guohua Liu. Finding the Provenance of K-anonymous Data and Adding It to Association-Rule Mining[C]. 2012 Eighth International Conference on Computational Intelligence and Security (CIS), 2012: 117-122. (EI)

[7]Haibin Liu, Guohua Liu, Danfeng Zhao, Jinling Song. A Clustering Approach for Artifact-Centric Business Process Models[J]. Journal of Computational Information Systems. 2012, 8(16), 6601-6609. (EI)

Main Research Projects:

1. Uncertainty data management and availability from k-anonymity privacy protection model, NSFC project

2. National key R&D program (subproject) of research and application demonstration of digital control technology in the whole process printing and dyeing process

3. National key R&D plan project (sub project) of research on key technologies of cyberspace sand table and R&D of network sand table platform

4. Industrial Internet Platform for Textile and Garment Industry Shanghai Economic and Information Commission

Address:2999 North Renmin Road, Songjiang District, Shanghai,201620

Tel:0086-21-67792060

Mail:ghliu@dhu.edu.cn