專家信息：

馬于濤，男，1980年2月生，湖北江陵人，武漢大學計算機學院副教授，武漢大學軟件工程國家重點實驗室副教授，碩士生導師。 

教育及工作經歷：

2001年6月，于武漢科技大學計算機科學與技術專業獲得工學學士學位

2004年6月，于武漢科技大學計算機應用技術專業獲得工學碩士學位（導師陳建勛教授）

2007年6月，于武漢大學軟件工程國家重點實驗室計算機軟件與理論專業獲得工學博士學位（導師何克清教授）。

2007年7月，進入武漢大學軟件工程國家重點實驗室工作，歷任助教、講師和副教授

2009年8月至2012年1月，在中國電子設備系統工程公司研究所從事博士后研究（導師李德毅院士）

2012年7月至2012年9月，在美國Lehigh University電子與計算機工程系任訪問學者。 

學術兼職及社會任職：

1. CCF、ACM & ACM SIGSOFT、IEEE & IEEE CS會員。

2. CCF服務計算專業委員會委員。

3. CCF《技術動態》編委。

4. 國際服務學會青年科學家論壇(中國)副主席。

5. 中國計算機學會服務計算專委會委員。 

主講課程：

資料更新中……

培養學生情況：

2010:

Sihai Lin (MS, from WUST, co-advised by Prof. Jianxun Chen): 1 regular paper @ SEKE 2013

2012:

Qiuju Hou (MS, from WUST, co-advised by Prof. Jianxun Chen): 1 short paper @ SEKE 2014, Hui Guan (ME, from WUST, co-advised by Prof. Shunxin Li)

Peng He (Ph.D., from WHU, co-advised by Prof. Bing Li): National Scholarship (2013, 2014), 1 SCI journal paper @ Mathematical Problems in Engineering (doi: 10.1155/2013/869356),1 SCI journal paper @ Information and Software Technology (doi: 10.1016/j.infsof.2014.11.006)

2013:

Qing Xu (ME, from WHU): 3-month intern @ Lehigh Univ. (2014.07-2014.09), 3-month intern @ Information Center of the Wuhan Housing Security and Management Bureau (2014.10-2015.01),working at Guotai Junan Securities after graduation

Zhi Wang (Ph.D., from WHU, co-advised by Prof. Bing Li)

2014:

Mingming Chen (MS, from WHU): 1 regular paper @ SCC 2015 Application Track, 1 regular paper @ SEKE 2015

Guoan You (MS, from WHU), Haiyang Liu (MS, from WHU) 

研究方向：

軟件度量，軟件演化與維護，軟件工程與網絡科學交叉研究，服務計算。

承擔科研項目情況： 

1.國家自然科學基金（面上項目）“大眾點評驅動的開源軟件演化機理和眾包式改良方法研究”（ No.61272111）主持。

2.武漢鋼鐵工程技術集團有限責任公司云計算預研項目“XXXX云服務系統開發”主持。

3.國家自然科學基金（青年基金）“開放環境下復雜軟件系統的缺陷傳播機理及危害評估方法”（No.61003073）主持。

4.中國博士后科學基金特別資助課題“基于綜合描述框架的服務表征和推薦技術研究”（No.201003794）主持。

5.中國博士后科學基金面上資助（一等）課題“基于群體智能的服務聚類與推薦技術研究”（No.20090460107）主持。

6.教育部高等學校博士學科點專項科研基金“網絡化軟件行為復雜性建模與度量方法研究”（No.20090141120022）主持。

7.中央高校基本科研業務費專項資金課題“復雜軟件系統中缺陷傳播機理及危害建模研究”（No.6082005）主持。

8.湖北省自然科學基金“大規模軟件系統復雜性度量標度體系研究”（No.2008ABA379）主持。

9.國家973計劃項目“需求工程——對復雜系統的軟件工程的基礎研究”（No.2007CB310800）參與。 

10.The Key Industrialization Project of Wuhan Science and Technology Bureau (No. 20051001007), 2005.01-2006.12, Development Team Leader (TL)

11.The Key Scientific Research Project of Education Department of Hubei Province (No. Z200511005), 2005.05-2007.04, Proposal Writer (PW) and Chief Investigator (CI)

12.The Open Research Foundation of SKLSE (No. SKLSE 05-03), 2006.01-2007.12, PW and CI

13.The National Basic Research Program (973 Program) (No. 2006CB708302), 2006.12-2008.11, CI

14.The National High Technology Research and Development Program (863 Program) (No. 2006AA04Z156), 2006.12-2009.07, CI

15.The Natural Science Foundation of Hubei Province (No. 2007ABA296), 2007.07-2009.06, PW and CI

16.The National Basic Research Program (973 Program) (No. 2007CB310801), 2007.07-2009.07, CI

17.The National Natural Science Foundation of China (No. 60803025), 2009.01-2011.12, CI

18.The National Natural Science Foundation of China (No. 60873083), 2009.01-2011.12, CI

19.The Natural Science Foundation of Hubei Province (No. 2008ABA379), 2009.01-2010.12, PW and Principal Investigator (PI), 30K RMB

20.The Fundamental Research Funds for the Central Universities (No. 6082005), 2009.1-2010.12, PW and PI, 70K RMB

21.The National Basic Research Program (973 Program) (No. 2007CB310804), 2009.08-2011.08, CI

22.The National Natural Science Foundation of China (No. 60970017), 2010.01-2012.12, CI

23.The China Postdoctoral Science Foundation (No. 20090460107), 2010.01-2011.12, PW and PI, 50K RMB

24.The Research Fund for the Doctoral Program of Higher Education of China (No. 20090141120022), 2010.01-2012.12, PW and PI, 36K RMB

25.The National Natural Science Foundation of China (No. 61003073), 2011.01-2011.12, PW and PI, 70K RMB

26.The China Postdoctoral Science Special Foundation (No. 201003794), 2011.01-2011.12, PW and PI, 100K RMB

27.The Pre-research Project supported by WISCO Engineering and Technology Group Company Limited, 2011.08-2012.01, PW and PI, 210K RMB

28.The National Natural Science Foundation of China (No. 61272111), 2013.01-2016.12, PW and PI, 800K RMB

29.The open foundation of Hubei Province Key Laboratory of Intelligent Information Processing and Real-time Industrial System (No. znss2013B017), 2013.07-2015.06, PW and PI, 10K RMB

30.The National Basic Research Program (973 Program) (No. 2014CB340401), 2014.01-2018.07, co-PW and CI (PI of the sub-project undertaken by Wuhan University), 1.8M RMB

31.The Youth Chenguang Project of Science and Technology of Wuhan City (No. 2014070404010232), 2014.01-2015.12, PW and PI, 100K RMB 

科研成果：

1. 2014年中國計算機學會科技進步一等獎等獎勵。

2. 2012年，中國-海峽項目成果交易會高校優秀參展項目。

3. 2011年，中國國際工業博覽會銅獎。

4. 2011年，中國國際高新技術成果交易會優秀產品獎。

5. 2011年，湖北省科技進步一等獎（排名4）。

6. 2010年，湖北省優秀專利項目獎（排名2）。

7. 2010年，中國電子學會電子信息科學技術二等獎（排名5）。

8. 2009年，國家科技進步二等獎（排名9）。

9. 2008年，湖北省科技進步一等獎（排名6）。

10. 2006年，第六屆IEEE計算機和信息技術國際會議（CIT 2006）最佳論文獎（排名1）。

11. 2005年，湖北省優秀碩士學位論文獎。　　

發明專利：

1. 一種支持跨企業協作的業務過程注冊方法 201410265455 王翀;張秀偉;馬于濤;何非;何克清

2. 一種根據用戶非功能性需求搜索Web服務的方法 201110103757 李德毅;馬于濤;張海粟;劉玉超;尹峻松;陳桂生

3. 一種基于拓撲勢的軟件需求用例優先級排序方法 201010556884 馬于濤;陳桂生;張海粟;劉玉超;尹峻松;張松林

4. 一種基于領域本體的軟構件分類注冊方法 200610125051 何克清;馬于濤;何揚帆;王翀;劉瑋;田精白

5. 一種構件庫管理方法 200610125312 何克清;劉瑋;何揚帆;王翀;馬于濤;田精白

6. 一種軟構件資源管理方法 200610125313 何克清;王翀;何揚帆;馬于濤;王健

Keqing He, Yutao Ma, Yangfan He, Chong Wang, Wei Liu and Jingbai Tian, “A method for classifying and registering software components based on domain ontologies” (in Chinese), Application No. 200610125051.2, Filed date: 11-16-2006; Bulletin No. CN101013363, Issued date: 08-08-2007; Licence No. ZL 200610125051.2, granted date: 10-22-2008. (Outstanding Patent Award)

Keqing He, Wei Liu, Yangfan He, Chong Wang, Yutao Ma and Jingbai Tian, “A method for managing component repositories” (in Chinese), Application No. 200610125312.0, Filed date: 12-06-2006; Bulletin No. CN101017432, Issued date: 08-15-2007; Licence No. ZL 200610125312.0, granted date: 12-17-2008.

Keqing He, Chong Wang, Yangfan He, Yutao Ma and Jian Wang, “A method for managing the resource of software components” (in Chinese), Application No. 200610125313.5, Filed date: 12-06-2006; Bulletin No. CN101017433, Issued date: 08-15-2007; Licence No. ZL 200610125313.5, granted date: 11-12-2008.

Yutao Ma, Guisheng Chen, Haisu Zhang, Yuchao Liu, Junsong Yin and Songlin Zhang, “A topological potential-based method for prioritizing software requirements in terms of use cases” (in Chinese), Application No. 201010556884.0, Filed date: 11-23-2010; Bulletin No. CN102004641A, Issued date: 04-06-2011; Licence No. ZL 201010556884.0, granted date: 10-02-2013.

Deyi Li, Yutao Ma, Haisu Zhang, Yuchao Liu, Junsong Yin and Guisheng Chen, “A web service search method based on users' non-functional requirements” (in Chinese), Application No. 201110103757.X, Filed date: 04-22-2011; Bulletin No. CN102193994A, Issued date: 09-21-2011; Licence No. ZL 201110103757.X, granted date: 07-24-2013.

Xing Hu, Yutao Ma, Yongbin Li, Zhiping Liu, and Jian Wang, “A design method for multi-tenancy architecture” (in Chinese), Application No. 201210394942.3, Filed date: 10-17-2012; Bulletin No. CN102937901A, Issued date: 02-20-2013.

Xing Hu, Yongbin Li, Wei Wang, Zhiping Liu, Yutao Ma, and Xuewen Lv, “An estimation method, device and system for coal gas in iron and steel enterprises” (in Chinese), Application No. 201310461811.7, Filed date: 09-30-2013; Bulletin No. CN103530705A, Issued date: 01-22-2014.

Chong Wang, Xiuwei Zhang, Yutao Ma, Fei He, and Keqing He, “An approach to business process registration for cross-enterprise cooperation” (in Chinese), Application No. 201410265455.6, Filed date: 06-16-2014; Bulletin No. CN103995708A, Issued date: 08-20-2014; Licence No. ZL 201410265455.6, granted date: 02-18-2015.

出版專著：

1 何克清,馬于濤,劉婧,李兵,彭蓉. 軟件網絡M.. 北京:科學出版社, 2008.

2 姜靈敏,馬于濤. 信息資源聚合與數據挖掘M.. 廣州:華南理工大學出版社, 2007. 

Dissertation

1 Yutao Ma, Complex networks-based key technologies for representing and mining service resources [Post-doctoral Dissertation], Beijing: Institute of China Electronic System Engineering, 2012. (in Chinese)

2 Yutao Ma, Towards Metrics for Software Structural Properties: A Set of Specific Measurements Based on Complex Networks [Doctoral Dissertation], Wuhan: Wuhan University, 2007. (in Chinese)

3 Yutao Ma, Study on the technique and method for modeling and designing typical software systems [Master Thesis], Wuhan: Wuhan University of Science and Technology, 2004. (in Chinese) (Excellent Master Thesis Award) 

Monograph/Book chapter

1 Keqing He, Chong Wang, Yangfan He, Yutao Ma and Peng Liang, “Theory of Ontology & Meta-modeling and the Standard: An Enabler for Semantic Interoperability (Chapter VII),” In M. Ramachandran and R. A. de Carvalho (Eds.), Handbook of Software Engineering Research and Productivity Technologies: Implications of Globalisation, Information Science Reference, IGI Global, 2009. (ISBN: 978-1-60566-731-7)

2 Keqing He, Yutao Ma, Jing Liu, Bing Li and Rong Peng, Software Networks, Beijing: Science Press, 2008. (in Chinese, ISBN: 978-7-03-021976-3)

3 Lingmin Jiang and Yutao Ma, Aggregation and Fusion of Information Resources and Data Mining, Guangzhou: South China University of Technology Press, 2007. (in Chinese, ISBN: 978-7-5623-2586-4) 

Journal

1 Peng He, Bing Li, Xiao Liu, Jun Chen, and Yutao Ma*, “An Empirical Study on Software Defect Prediction with a Simplified Metric Set,” Information and Software Technology, 2015, 59: 170-190. [doi: 10.1016/j.infsof.2014.11.006] (arXiv e-Print: CoRR/abs/1402.3873). Cited by Harikesh Bahadur Yadav, Dilip Kumar Yadav, “A fuzzy logic based approach for phase-wise software defects prediction using software metrics,” Information and Software Technology, 2015, 63: 44-57. [doi: 10.1016/j.infsof.2015.03.001] (2013 Impact Factor: 1.328)

2 Yuchao Liu, Yutao Ma, Haisu Zhang, et al., “A Method for Trust Management in Cloud Computing: Data Coloring by Cloud Watermarking,” International Journal of Automation and Computing, 2011, 8(3): 280-285. [doi: 10.1007/s11633-011-0583-3]. (the most highly accessed articles in 2013-2014 on SpringerLink) Cited by Daniel Fitch and Haiping Xu, “A raid-based secure and fault-tolerant model for cloud information storage,” International Journal of Software Engineering and Knowledge Engineering, 2013, 23(5): 627-654. [doi: 10.1142/S0218194013400111] (2013 Impact Factor: 0.129); Dengfeng Liu, Dong Wang, Jichun Wu, et al., “A risk assessment method based on RBF artificial neural network - cloud model for urban water hazard,” Journal of Intelligent and Fuzzy Systems, 2014, 27(5): 2409-2416. [doi: 10.3233/IFS-141210] (2013 SCI Impact Factor: 0.936); Saman Iftikhar, M. Kamran, Zahid Anwar, “RRW - A Robust and Reversible Watermarking Technique for Relational Data,” IEEE Transactions on Knowledge and Data Engineering, Available online 29 August, 2014. [doi: 10.1109/TKDE.2014.2349911] (2013 SCI Impact Factor: 1.815)

3 Yutao Ma, Keqing He, Bing Li, et al., “A Hybrid Set of Complexity Metrics for Large-scale Object-oriented Software Systems,” Journal of Computer Science and Technology, 2010, 25(6): 1184-1201. [doi: 10.1007/s11390-010-1094-3]. Cited by QingHua Zheng, ZhiJiang Ou, Ting Liu, ZiJiang Yang, YuQiao Hou, Chao Zheng, “Software structure evaluation based on the interaction and encapsulation of methods,” SCIENCE CHINA Information Sciences, 2012, 55(12): 2816-2825. [doi: 10.1007/s11432-012-4542-4] (2013 Impact Factor: 0.702); I. Turnu, G. Concas, M. Marchesi, and R. Tonelli, “The Fractal Dimension of Software Networks as a Global Quality Metric,” Information Sciences, 2013, 245(1 Oct.): 290-303. [doi: 10.1016/j.ins.2013. 05.014] (2013 Impact Factor: 3.893); Chunfang Li and Lianzhong Liu, “Complex Networks with External Degree,” Chinese Journal of Electronics, 2014, 23(3): 442-447. (2013 SCI Impact Factor: 0.325); Bo Li, Yanli Feng, Shiyu Ge, Dashe Li, “A Bridge Role Metric Model for Nodes in Software Networks,” PLoS ONE, 9(11): e111613, 2014. [doi: 10.1371/journal.pone.0111613] (2013 Impact Factor: 3.534)

4 Weifeng Pan, Bing Li, Yutao Ma, et al., “Class Structure Refactoring of OO Softwares using Community Detection in Dependency Networks,” Frontiers of Computer Science in China Special Issue on Complex Networks and Computing, 2009, 3(3): 396-404. [doi: 10.1007/s11704-009-0054-y]. Cited by Lin Chen, Ju Qian, Yuming Zhou, Peng Wang, BaoWen Xu, “Identifying extract class refactoring opportunities for internetware,” Science China Information Sciences, 2014, 57(7): 1-18. [doi: 10.1007/s11432-013-5024-1] (2013 Impact Factor: 0.702); Jehad Al Dallal, “Identifying refactoring opportunities in object-oriented code: A systematic literature review,” Information and Software Technology, 2015, 58: 231-249. [doi: 10.1016/j.infsof.2014.08.002] (2013 SCI Impact Factor: 1.328)

5 Yutao Ma, Keqing He and Jing Liu, “Network Motifs in Object-Oriented Software Systems,” Dynamics of Continuous, Discrete and Impulsive Systems (Series B: Applications and Algorithms) Special Issue on Software Engineering and Complex Networks, 2007, 14(S6):166-172. (arXiv e-Print: CoRR/abs/0808.3292) Cited by Haohua Zhang, Hai Zhao, Wei Cai, et al., “Using the k-core decomposition to analyze the static structure of large-scale software systems,” Journal of Supercomputing, 2010, 53(2): 352-369. [doi: 10.1007/s11227-009-0299-0] (2013 Impact Factor: 0.841); Miloš Savić, Mirjana Ivanović, Miloš Radovanović, “Characteristics of Class Collaboration Networks in Large Java Software Projects,” Information Technology and Control, 2011, 40(1): 48-58. (2013 Impact Factor: 0.814); Lei Wang, Zheng Wang, Chen Yang and Li Zhang, “Evolution and stability of Linux kernels based on complex networks,” SCIENCE CHINA Information Sciences, 2012, 55(9): 1972-1982. [doi: 10.1007/s11432-011-4337-1] (2013 Impact Factor: 0.702); Pamela Bhattacharya, Marios Iliofotou, Iulian Neamtiu, et al., “Graph-Based Analysis and Prediction for Software Evolution,” In Proceedings of the 34th International Conference on Software Engineering (ICSE 2012), Zurich, Switzerland, June 2-9, 2012, pp. 419-429. [doi: 10.1109/ ICSE. 2012.6227173]; Hui Li, Hai Zhao, Wei Cai, Jiu-Qiang Xu, Jun Ai, “A modular attachment mechanism for software network evolution,” Physica A: Statistical Mechanics and its Applications, 392(9): 2025-2037, 2013. [doi: 10.1016/j.physa.2013.01.035] (2013 Impact Factor: 1.722); Theodore Chaikalis and Alexander Chatzigeorgiou, “Forecasting Java Software Evolution Trends employing Network Models,” IEEE Transactions on Software Engineering, 2014. [doi: 10.1109/TSE.2014.2381249] (2013 SCI Impact Factor: 2.292). 

Conference

1 Sihai Lin, Yutao Ma*, Jianxun Chen, “Empirical Evidence on Developer’s Commit Activity for Open-Source Software Projects,” In Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering (SEKE 2013), Boston, USA, June 27-29, 2013, pp. 455-460.

2 Yutao Ma, Keqing He, Bing Li, et al., “How multiple-dependency structure of classes affects their functions: A statistical perspective,” In Proceedings of the 2nd IEEE International Conference on Software Technology and Engineering (ICSTE 2010), Puerto Rico, USA, October 3-5, 2010, pp. 60-66. [doi: 10.1109/ICSTE.2010.5608763]

3 Yutao Ma, Keqing He, Wei Liu, et al., “A Grid-Oriented Platform for Software Component Repository Based on Domain Ontology,” In Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), Salt Lake City, USA, July 9-13, 2007, pp. 628-635. (Application & Industry track) [doi: 10.1109/SCC.2007.9] Cited by Houda Benali and Narjes Bellamine Ben Saoud, “Towards a component-based framework for interoperability and composability in Modeling and Simulation,” SIMULATION: Transactions of The Society for Modeling and Simulation International, 2011, 87(1-2): 133-148. [doi: 10.1177/0037549710373910 ] (2013 Impact Factor: 0.656)

4 Yutao Ma, Keqing He, Dehui Du, et al., “A Complexity Metrics Set for Large-Scale Object-Oriented Software Systems,” In Proceedings of the 6th IEEE International Conference on Computer and Information Technology (CIT 2006), Seoul, Korea, September 20-22, 2006, p.189. (Best Paper Award) [doi: 10.1109/CIT.2006.3] Cited by Shiwen Sun, Chengyi Xia, Zhenhai Chen, et al., “Generalized collaboration networks in software systems: a case study of Linux kernels,” Frontiers of Computer Science in China, 2009, 3(3): 421-426. [doi: 10.1007/s11704-009-0053-Z] (2013 Impact Factor: 0.405); Miloš Savić, Mirjana Ivanović, Miloš Radovanović, “Characteristics of Class Collaboration Networks in Large Java Software Projects,” Information Technology and Control, 2011, 40(1): 48-58. (2013 Impact Factor: 0.813); Hui Li, Hai Zhao, Wei Cai, Jiu-Qiang Xu, Jun Ai, “A modular attachment mechanism for software network evolution,” Physica A: Statistical Mechanics and its Applications, 392(9): 2025-2037, 2013. [doi: 10.1016/j.physa.2013.01.035] (2013 Impact Factor: 1.722); Bo Li, Yanli Feng, Shiyu Ge, Dashe Li, “A Bridge Role Metric Model for Nodes in Software Networks,” PLoS ONE, 9(11): e111613, 2014. [doi:10.1371/journal.pone.0111613] (2013 Impact Factor: 3.534)

5 Yutao Ma, Keqing He and Dehui Du, “A Qualitative Method for Measuring the Structural Complexity of Software Systems Based on Complex Networks,” In Proceedings of the 12th IEEE Asia-Pacific Software Engineering Conference (APSEC 2005), Taipei, Taiwan, December 15-17, 2005, pp. 257-263. [doi: 10.1109/APSEC.2005.14] Cited by Luciano da Fontoura Costa, Osvaldo N. Oliveira Jr., Gonzalo Travieso, et al., “Analyzing and modeling real-world phenomena with complex networks: a survey of applications,” Advances in Physics, 2011, 60(3): 329-412. [doi: 10.1080/00018732.2011.572452] (2013 Impact Factor: 18.062); Pamela Bhattacharya, Marios Iliofotou, Iulian Neamtiu, et al., “Graph-Based Analysis and Prediction for Software Evolution,” In Proceedings of the 34th International Conference on Software Engineering (ICSE 2012), Zurich, Switzerland, June 2-9, 2012, pp. 419-429. [doi: 10.1109/ ICSE. 2012.6227173]; George F. Hurlburt, “Complexity Theory: A New Paradigm for Software Integration,” IT Professional, 15(3): 26-31, 2013. [doi: 10.1109/MITP.2012.87] (2013 Impact Factor: 0.495); Hui Li, Rong Chen, Xin Ge, et al., “Extraction and Analysis of Crucial Fraction in Software Networks,” International Journal of Software Engineering and Knowledge Engineering, 24(4): 617-634, 2014. [doi: 10.1142/S0218194014500235] (2013 Impact Factor: 0.264) 

代表性中文論文：

1 基于加權PageRank算法的關鍵包識別方法 潘偉豐; 李兵; 馬于濤; 姜波 電子學報 2014/11/15

2 一種基于元路徑的異質信息網絡鏈路預測模型 黃立威; 李德毅; 馬于濤; 鄭思儀; 張海粟; 付鷹 計算機學報 2014/4/15

3 基于復雜軟件網絡的回歸測試用例優先級排序 潘偉豐; 李兵; 馬于濤; 劉婧 電子學報 2012/12/15

4 開源軟件庫中文件修改的統計特性:案例分析 優先出版 林四海; 馬于濤; 陳建勛 計算機工程與應用 2012/10/31 9:25

5 高階高斯分布迭代的云模型及其數學性質研究 劉玉超; 馬于濤; 張海粟; 陳桂生 電子學報 2012/10/15

6 一種Web服務綜合描述模型 馬于濤; 張海粟; 劉玉超; 陳桂生 電子與信息學報 2012/3/15

7 基于在線百科全書的群體興趣及其關聯性挖掘 張海粟; 陳桂生; 馬于濤; 劉玉超 計算機學報 2011/11/15

8 云計算中的群體智能與不確定性知識表示(英文) 劉玉超; 張海粟; 馬于濤; 李德毅; 陳桂生 中國通信 2011/10/15

9 云計算中面向服務的互操作標準 劉玉超; 馬于濤; 陳桂生 小型微型計算機系統 2011/9/15

10 Measuring Structural Quality of Object-Oriented Softwares via Bug Propagation Analysis on Weighted Software Networks 潘偉豐; 李兵; 馬于濤; 覃葉宜; 周曉燕 Journal of Computer Science & Technology 2010/11/15

11 A Hybrid Set of Complexity Metrics for Large-Scale Object-Oriented Software Systems 馬于濤; 何克清; 李兵; 劉婧; 周曉燕 Journal of Computer Science & Technology 2010/11/15

12 網絡化軟件的復雜網絡特性實證 優先出版 馬于濤; 何克清; 李兵; 劉婧 軟件學報 2010/11/3 11:37

13 軟件系統的復雜網絡研究進展 李兵; 馬于濤; 劉婧; 丁琦偉 力學進展 2008/11/25

14 一種支持語義互操作的過程模型注冊元模型 王羽; 中何; 克清; 馬于濤; 何揚帆 華中科技大學學報(自然科學版) 2008/1/15

15 自適應閾值的小波圖像去噪 劉成云; 陳振學; 馬于濤 光電工程 2007/6/15

16 基于均值反差濾波的紅外小目標檢測算法 陳振學; 汪國有; 馬于濤; 張磊 武漢大學學報(信息科學版) 2007/6/5

17 軟件過程中軟件漂移的分類研究 伍江華; 馬于濤; 張子鶴; 潘小群 計算機工程與應用 2007/4/11

18 對復雜系統的軟件工程研究 李兵; 何克清; 馬于濤; 劉婧; 彭蓉; 梁鵬; 李增揚 第三屆全國復雜動態網絡學術論壇論文集 2006/10/1

19 一種基于UDDI構建軟組件庫的方法 曹虹華; 應時; 杜德慧; 馬于濤 計算機應用研究 2006/10/1

20 軟件過程領域本體的構造 馬于濤; 何克清; 杜德慧 華中科技大學學報(自然科學版) 2006/5/30

21 軟件界面建模方法的研究和應用 伍江華; 馬于濤; 陳建勛; 張子鶴 艦船電子工程 2005/12/20

22 新型軟件過程模型的缺陷分析 李順新; 馬于濤; 伍江華 武漢理工大學學報(交通科學與工程版) 2005/8/30

23 關于數據挖掘中聚類分析算法的比較 谷淑化; 呂維先; 馬于濤 現代計算機(專業版) 2005/3/30

24 基于軟件體系結構的組件集成框架 陳建勛; 張子鶴; 馬于濤; 夏學知 計算機工程 2004/11/20

25 基于體系結構的組件集成框架的研究 馬于濤; 谷淑化; 姜靈敏 武漢理工大學學報(交通科學與工程版) 2004/6/30

26 典型軟件系統建模、設計方法與技術的研究 馬于濤 武漢科技大學 2004/4/26

27 軟件過程的模型化研究 陳建勛; 馬于濤; 謝敏; 夏琳 計算機工程與設計 2004/1/28

28 基于UML的軟件體系結構建模技術的研究 馬于濤; 陳建勛 武漢科技大學學報(自然科學版) 2003/9/30

學術交流：

Membership of association

1.Member of Association for Computing Machinery (ACM) and ACM Special Interest Group on Software Engineering (ACM SIGSOFT)

2.Senior Member of China Computer Federation (CCF)

3.Member of European Association for Programming Languages and Systems (EAPLS)

4.Member of European Association for Software Science and Technology (EASST)

5.Member of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering (ICST)

6.Member of the Institute for Electrical and Electronic Engineers (IEEE) and IEEE Computer Society (IEEE CS)

Academic / Technical Committee Member 

1.CCF Technical Committee on Services Computing (2011-)

2.CCF Young Computer Scientists & Engineers Forum - Wuhan Branch (2013-)

3.CCF Youth Working Committee (2014-)

4.Services Society Young Scientists Forum (China) (2014-) 

Editorial Board Member 

1.CCF Digital - TechNews (2011-)

2.Scientific Journal of Information Engineering (2013-) 

Program Committee Member 

1.Asia-Pacific Services Computing Conference (APSCC): 2014

2.CCF National Conference on Service Computing (NCSC): 2013, 2014

3.China Semantic Web Symposium & Web Science Conference (CSWS): 2013, 2014

4.IEEE International Conference on Services Computing (SCC): 2015

5.IEEE International Congress on Big Data (BigData): 2014 Shenzhen Satellite Session, 2015

6.International Conference on Cloud and Big Data (CBD): 2015

7.International Conference on Cloud Computing Technology and Science (CloudCom): 2015

8.International Conference on Services Science (ICSS): 2015

9.International Workshop on Cloud Service Discovery (CloudSD): 2014

10.International Workshop on Knowledge and Data Engineering in Web-based Learning (IWKDEWL): 2010

11.International Workshop on Mobile Internet Big Data (IWMBD): 2014 

Reviewer/Referee

1.Advances in Information Sciences and Service Sciences: 2012 (1)

2.Advances in Software Engineering: 2010 (1)

3.Chinese Journal of Computers: 2007 (1), 2011 (1), 2013 (1), 2014 (2)

4.Chinese Journal of Computer Engineering and Applications: 2009 (9), 2010 (11), 2011 (12), 2012 (9), 2013 (12), 2014 (5), 2015 (1)

5.Chinese Journal of Computer Applications: 2009 (10), 2010 (8), 2011 (5), 2012 (1)

6.Chinese Journal of Computer Science: 2012 (1), 2013 (2), 2014 (1)

7.Chinese Journal of Electronics: 2008 (1), 2013 (1), 2014 (3)

8.Complex Adaptive Systems Modeling: 2013 (1)

9.Complex Systems and Complexity Science: 2008 (4)

10.Geomatics and Information Science of Wuhan University: 2013 (2)

11.IEEE Transactions on Services Computing: 2013 (1), 2014 (1)

12.International Journal of Automation and Computing: 2010 (1)

13.International Journal of Digital Content Technology and its Applications: 2012 (1)

14.International Journal of Electronics: 2010 (1)

15.International Journal of Sensor Networks: 2013 (1)

16.International Journal of Web Service Research: 2013 (3), 2014 (5)

17.Journal of Chinese Computer Systems: 2011 (2), 2012 (5), 2013 (4), 2014 (2), 2015 (1)

18.Journal of Computer Science and Technology: 2009 (1), 2010 (2)

19.Journal of Computers: 2011 (1), 2012 (1)

20.Journal of Convergence Information Technology: 2011 (1)

21Journal of Electronics (China): 2014 (1)

22.Journal of Electronics & Information Technology: 2010 (1), 2011 (1), 2013 (3), 2014 (1)

23.Journal of Industrial and Management Optimization: 2014 (1)

24.Journal of Pattern Recognition and Artificial Intelligence: 2010 (1)

25.Journal of PLA University of Science and Technology (Natural Science): 2011 (1)

26.Journal of Shandong University (Engineering Science): 2009 (1)

27.Journal of Software: 2008 (1)

28.Journal of Software Engineering and Knowledge Engineering: 2010 (1)

29.Journal of Systems and Software: 2014 (1), 2015 (1)

30.Journal of Xidian University: 2008 (1)

31.Scientific Journal of Computer Science: 2014 (2)

32.The Scientific World Journal: 2014 (1)

33.Asia-Pacific Services Computing Conference (APSCC): 2014 (3)

34.CCF National Conference on Service Computing (NCSC): 2013 (5), 2014 (5)

35.China Semantic Web Symposium & Web Science Conference (CSWS): 2013 (4), 2014 (3)

36.IEEE International Congress on Big Data (BigData): 2014 Shenzhen Satellite Session (2)

37.International Conference on Cloud Computing and Big Data (CCBD): 2014 (1)

38.International Conference on Mobile Services (MS): 2012 (1)

39.International Conference on Rough Set and Knowledge Technology (RSTK): 2010 (3)

40.International Conference on Semantic Computing (ICSC): 2008 (1)

41.International Conference on Services Computing (SCC): 2015 (2)

42.International Conference on Services Science (ICSS): 2015 (3)

43.International Conference on Web Services (ICWS): 2013 (2)

44.International Workshop on Cloud Service Discovery (CloudSD): 2014 (2)

45.International Workshop on Knowledge and Data Engineering in Web-based Learning (IWKDEWL): 2010 (3)

46.International Workshop on Mobile Internet Big Data (IWMBD): 2014 (3)

47.International Workshop on Personalization in Grid and Service Computing (PGSC): 2008 (1)

48.Research Proposal to the National Natural Science Foundation of China (NSFC): 2011 (15)

49.WSEAS Conference on Computer Engineering and Applications (CEA): 2009 (2)

50.WSEAS Conference on Software Engineering, Parallel and Distributed Systems (SEPADS): 2012 (2) 

榮譽獎勵：

2014年，中國計算機學會科技進步一等獎。

2012年，中國-海峽項目成果交易會高校優秀參展項目。

2011年，中國國際工業博覽會銅獎。

2011年，中國國際高新技術成果交易會優秀產品獎。

2011年，湖北省科技進步一等獎（排名4）。

2010年，湖北省優秀專利項目獎（排名2）。

2010年，中國電子學會電子信息科學技術二等獎（排名5）。

2009年，國家科技進步二等獎（排名9）。

2008年，湖北省科技進步一等獎（排名6）。

2006年，第六屆IEEE計算機和信息技術國際會議（CIT 2006）最佳論文獎（排名1）。

2005年，湖北省優秀碩士學位論文獎。 

The Award for Excellent Master Thesis, Hubei Province, 2005

The CIT 2006 Best Paper Award, 2006 (Report@stdaily)

The CASC Commonweal Scholarship (2nd Rank), CASC, 2006

The Nomination for Top 10 of Academic Stars, WHU, 2007

The first-class Prize for Scientific and Technological Progress (6th contributor), Hubei Province, 2008

The first-class Award for Standard Research and Development (5th contributor), 500K RMB, Wuhan City, 2009

The first-class funded project of China Postdoctoral Science Foundation (122/1498), CPSF, 2009

The second-class National Prize for Progress in Science and Technology (9th contributor), People's Republic of China, 2009

The Award for Outstanding Patents (2nd inventor), Hubei Province, 2010

The third-class Award for Excellent Academic Papers in Natural Science (3rd author), Wuhan City, 2010

The second-class Award for Electronics and Information Science and Technology (5th contributor), Chinese Institute of Electronics, 2010

The Copper Prize, China International Industry Fair 2011, 2011

The Excellent Product Award, China Hi-Tech Fair 2011, 2011

The third-class Award for Excellent Academic Papers in Natural Science (3rd author), Wuhan City, 2011

The first-class Prize for Scientific and Technological Progress (4th contributor), Hubei Province, 2011

The Award for Excellent Projects from colleges and universities, China Cross-Straits Technology and Projects Fair 2012, 2012

The first-class Prize for Scientific and Technological Progress (6th contributor), China Computer Federation, 2014

 

軟件工程領域的科技新星

——記武漢大學軟件工程國家重點實驗室副教授馬于濤

馬于濤，武漢大學軟件工程國家重點實驗室副教授，ACM、IEEE會員，CCF高級會員，CCF服務計算專委會委員，CCF YOCSEF武漢AC委員，CCF《技術動態》編委。主要研究方向為經驗軟件工程，研究興趣包括軟件度量、軟件演化與維護、軟件工程與網絡科學交叉研究。

近五年來，主持完成國家自然科學基金1項、中國博士后科學基金面上資助（一等）等省部級項目5項，作為科研骨干參與完成國家“973計劃”項目2項；目前，作為負責人承擔了國家自然科學基金1項、國家“973計劃”項目子課題1項；出版專著1部，發表學術論文30余篇，獲得國家發明專利授權5項；曾獲2009年國家科技進步獎二等獎、2011年和2008年湖北省科技進步獎一等獎、2010年湖北省優秀專利項目獎等主要科技獎勵。 

隨著互聯網的快速發展和應用需求的激增，軟件系統的規模和復雜性呈爆炸式增長。當前的軟件工程理論和方法還不足以支撐未來軟件發展的需求，在設計、評估、監控、演化、維護等多個環節面臨著一系列挑戰性問題，其中的核心難題是軟件如何靈活高效地提供能滿足復雜多樣的受眾需求的優質便捷服務。為此，我們專門采訪了武漢大學軟件工程國家重點實驗室的青年學者馬于濤副教授，并對他目前的研究重點——面向按需服務的軟件開發和復雜軟件系統的分析與優化，進行了深入解析，希望能見微知著，進一步了解軟件工程領域的發展狀況。

瘦、年輕、精神是記者對馬于濤的第一印象，長期戴著的眼鏡給他平添了一些書生氣質。

簡單交流后，記者獲悉近五年來他已主持完成了多項國家、省部級的科研課題，獲國家授權發明專利5項，且榮獲過包括國家科技進步獎二等獎在內的多項榮譽，出版了一本專著，發表學術論文30余篇，在面向服務的軟件開發、軟件度量和軟件演化與維護等方面做出了可喜的成績。

2001年6月，馬于濤畢業于武漢科技大學計算機科學與技術專業，隨后順利獲得該校計算機應用技術專業工學碩士學位。經過不懈的努力和刻苦的學習，在繼續深造過程中先后受教于我國軟件工程領域的知名專家何克清教授和李德毅院士，使他在科學研究、學術道德等方面都得到了良好的培養和熏陶，本身熱愛科研工作的他，也逐漸成長為我國軟件工程研究與實踐的后備力量中的一員。

實踐篇：

核心技術業界應用產效益

據了解，為了解決20世紀60年代中期爆發的眾所周知的軟件危機，“軟件工程”的概念在1968年召開的NATO軟件工程會議上被正式提出，并在以后不斷發展、完善。四十多年來，為了尋找治愈軟件危機的“銀彈”，研究人員和實踐者在不斷探索新的軟件開發技術和方法。

馬于濤介紹，受國家“973計劃”項目的資助，經過五年多的艱苦鉆研，李德毅院士、何克清教授的科研團隊創建形成了具有“可伸縮架構、靈活互操作、虛擬化管理”技術特點的面向按需服務的軟件開發方法論，其中的一些關鍵技術已被ISO和TOG（The Open Group）等國際組織標準化，并實施了產業化應用，對我國軟件產業的發展將產生積極深遠的影響。

當記者問及他個人的貢獻時，他謙虛地表示：“我只是在軟構件/服務資源管理、面向按需服務架構及解決方案設計、軟件服務平臺研發與應用這三個方面貢獻了自己一點微薄的力量而已。”

在軟構件/服務資源管理方面，馬于濤及其合作者提出了一種基于領域本體的軟構件分類和注冊方法，屏蔽實現差異、易于擴展，增強語義關聯、互操作性強，已在武漢開目信息技術有限責任公司和武鋼工程技術集團計控公司實施，產生了可觀的經濟效益，成功獲得了2010年湖北省優秀專利項目獎。

好的軟件架構是一個大型軟件開發項目取得成功的關鍵。針對IBM SOA（Service-Oriented Architecture）參考架構在個性化需求分析和IT資源虛擬化管理方面的不足，馬于濤及其合作者基于RGPS（Role, Goal, Process, Service）需求元建模框架和ISO/IEC 19763系列標準，設計了針對軟件服務平臺的面向按需服務架構，驅動業務流程的個性化定制與服務聚合，通過服務解決方案的規模化定制提升傳統SOA的按需應變能力。在團隊所有人員的不懈努力下，相關成果通過了國際TOG組織的嚴格評審，被確定為其云計算參考架構CCRA（Cloud Computing Reference Architecture）標準的基礎技術，榮獲2011年湖北省科技進步獎一等獎。

作為發展中國家，現階段我國軟件產業的發展正處在一個轉型期，歐美軟件服務業的快速發展，以及一些知名IT公司（如IBM、微軟、SAP等）設置的技術壁壘給我國軟件服務業的國際化發展帶來了沉重的壓力。但當看到我國軟件工程領域的創新科研成果被采納為全球IT業界技術標準時，記者對以后我國軟件服務業優勢技術推廣并影響更多的國外IT企業充滿期望。

瞄準國內軟件企業的實際需求，結合之前研究的核心技術，馬于濤作為團隊骨干與相關公司合作設計研發了“制造業信息化軟構件庫的互操作性管理與服務平臺”和“云服務超市系統”，支持軟構件/服務的按需選擇和動態組裝，快速開發應用軟件系統和云服務應用，讓研究成果中的實用技術真正服務于產業。據了解，由此構造的開目系列軟件產品推廣應用于國內230多家制造業企業，取得了顯著的經濟效益，相繼獲得了2011年中國國際工業博覽會銅獎、2009年國家科技進步獎二等獎和2008年湖北省科技進步獎一等獎，在我國軟件工程領域產生了較大影響。

深研篇：

前沿問題學科交叉探真究

復雜系統和復雜性科學被國內外許多科學家認為是二十一世紀科學發展的前沿。

“軟件系統作為一類人工復雜網絡受到了來自軟件工程、信息科學、統計物理等領域研究人員的關注；同時，復雜系統和復雜網絡研究的成果為探索大規模軟件系統的結構特性和行為特征提供了有力支持。”據馬于濤介紹，面向按需服務的軟件開發方法側重如何構造軟件，而復雜軟件系統的分析與優化則關注如何度量軟件，兩者相輔相成。

針對圖靈獎得主Frederick Brooks教授提出的軟件結構信息度量的挑戰，馬于濤及其合作者提出并創建了一個層次型的度量標度體系及其變粒度的量化指標集，從不同粒度揭示軟件結構演化的動力學特性和規律，便于系統重構和結構優化，對解決Brooks教授提出的挑戰具有積極意義。相關學術論文相繼在《Journal of Computer Science and Technology》和IEEE CIT（Computer and Information Technology） 2006國際會議上發表，并獲得IEEE CIT 2006會議唯一的最佳論文獎，得到與會者的高度關注。

圍繞構建的度量標度體系，他和合作者提出了有序性、穩定性等重要軟件特性分析的網絡化方法，以開源軟件的拓撲結構為載體，闡明了軟件結構穩定和自適應演化的機理，為大規模軟件的設計與維護提供指導原則，在《力學進展》和《軟件學報》相繼發表了綜述性長文，并由科學出版社出版專著《軟件網絡》，國際復雜網絡研究權威、IEEE Fellow、香港城市大學陳關榮教授在該書的序言中評價“毋庸置疑，這是國內也是國際上第一本從復雜網絡的角度來研究和闡述‘軟件網絡’的論著。”該書針對大規模軟件開發中設計和維護存在的實際問題，借鑒復雜網絡研究的最新成果，系統地介紹了復雜系統和復雜網絡與軟件工程相融合的思想以及軟件網絡的概念、分析度量體系、調控方法和核心技術，為檢測軟件結構設計的缺陷、揭示軟件演化的客觀規律、提高軟件系統的設計質量提供了理論基礎。

馬于濤及其合作者還在軟件缺陷檢測和預測方面進行了深入研究，主要工作包括在軟件內部屬性和外部結構特性之間建立關聯，設計了結構缺陷檢測指標及預測模型，輔助軟件開發者快速準確地分析和發現結構設計的缺陷，為軟件的質量評估與保證提供了一種新的視角和方法。代表性論文發表在《Journal of Systems Science and Complexity》、《Frontiers of Computer Science in China》、《Dynamics of Continuous, Discrete and Impulsive Systems: Series B》和COMPSAC、SEKE、APSEC等期刊和會議上，被《Advances in Physics》（SCI IF: 34.294）、《Information Sciences》、《Physica A》、ICSE 2012、ECOOP 2011等著名SCI刊物和軟件工程國際會議上發表的論文引用并正面評價，反響較好。

武漢大學軟件工程國家重點實驗室是以“開放、流動、聯合、競爭”為建設方針的國內第一個計算機領域的國家重點實驗室，科研師資力量雄厚。記者相信，有好的科研平臺，完善的科研條件，優良的科研環境，馬于濤定能在不久的將來創造出更多的驚喜！ 

來源：科學中國人 2014年第2期