马于涛——武汉大学计算机学院教授

专家信息：

马于涛，男，1980年2月生，湖北江陵人，武汉大学计算机学院副教授，武汉大学软件工程国家重点实验室副教授，硕士生导师。 

教育及工作经历：

2001年6月，于武汉科技大学计算机科学与技术专业获得工学学士学位

2004年6月，于武汉科技大学计算机应用技术专业获得工学硕士学位（导师陈建勋教授）

2007年6月，于武汉大学软件工程国家重点实验室计算机软件与理论专业获得工学博士学位（导师何克清教授）。

2007年7月，进入武汉大学软件工程国家重点实验室工作，历任助教、讲师和副教授

2009年8月至2012年1月，在中国电子设备系统工程公司研究所从事博士后研究（导师李德毅院士）

2012年7月至2012年9月，在美国Lehigh University电子与计算机工程系任访问学者。 

学术兼职及社会任职：

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

2. CCF服务计算专业委员会委员。

3. CCF《技术动态》编委。

4. 国际服务学会青年科学家论坛(中国)副主席。

5. 中国计算机学会服务计算专委会委员。 

主讲课程：

资料更新中……

培养学生情况：

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：

软件度量，软件演化与维护，软件工程与网络科学交叉研究，服务计算。

承担科研项目情况： 

1.国家自然科学基金（面上项目）“大众点评驱动的开源软件演化机理和众包式改良方法研究”（ No.61272111）主持。

2.武汉钢铁工程技术集团有限责任公司云计算预研项目“XXXX云服务系统开发”主持。

3.国家自然科学基金（青年基金）“开放环境下复杂软件系统的缺陷传播机理及危害评估方法”（No.61003073）主持。

4.中国博士后科学基金特别资助课题“基于综合描述框架的服务表征和推荐技术研究”（No.201003794）主持。

5.中国博士后科学基金面上资助（一等）课题“基于群体智能的服务聚类与推荐技术研究”（No.20090460107）主持。

6.教育部高等学校博士学科点专项科研基金“网络化软件行为复杂性建模与度量方法研究”（No.20090141120022）主持。

7.中央高校基本科研业务费专项资金课题“复杂软件系统中缺陷传播机理及危害建模研究”（No.6082005）主持。

8.湖北省自然科学基金“大规模软件系统复杂性度量标度体系研究”（No.2008ABA379）主持。

9.国家973计划项目“需求工程——对复杂系统的软件工程的基础研究”（No.2007CB310800）参与。 

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年中国计算机学会科技进步一等奖等奖励。

2. 2012年，中国-海峡项目成果交易会高校优秀参展项目。

3. 2011年，中国国际工业博览会铜奖。

4. 2011年，中国国际高新技术成果交易会优秀产品奖。

5. 2011年，湖北省科技进步一等奖（排名4）。

6. 2010年，湖北省优秀专利项目奖（排名2）。

7. 2010年，中国电子学会电子信息科学技术二等奖（排名5）。

8. 2009年，国家科技进步二等奖（排名9）。

9. 2008年，湖北省科技进步一等奖（排名6）。

10. 2006年，第六届IEEE计算机和信息技术国际会议（CIT 2006）最佳论文奖（排名1）。

11. 2005年，湖北省优秀硕士学位论文奖。　　

发明专利：

1. 一种支持跨企业协作的业务过程注册方法 201410265455 王翀;张秀伟;马于涛;何非;何克清

2. 一种根据用户非功能性需求搜索Web服务的方法 201110103757 李德毅;马于涛;张海粟;刘玉超;尹峻松;陈桂生

3. 一种基于拓扑势的软件需求用例优先级排序方法 201010556884 马于涛;陈桂生;张海粟;刘玉超;尹峻松;张松林

4. 一种基于领域本体的软构件分类注册方法 200610125051 何克清;马于涛;何扬帆;王翀;刘玮;田精白

5. 一种构件库管理方法 200610125312 何克清;刘玮;何扬帆;王翀;马于涛;田精白

6. 一种软构件资源管理方法 200610125313 何克清;王翀;何扬帆;马于涛;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.

出版专著：

1 何克清,马于涛,刘婧,李兵,彭蓉. 软件网络M.. 北京:科学出版社, 2008.

2 姜灵敏,马于涛. 信息资源聚合与数据挖掘M.. 广州:华南理工大学出版社, 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) 

代表性中文论文：

1 基于加权PageRank算法的关键包识别方法 潘伟丰; 李兵; 马于涛; 姜波 电子学报 2014/11/15

2 一种基于元路径的异质信息网络链路预测模型 黄立威; 李德毅; 马于涛; 郑思仪; 张海粟; 付鹰 计算机学报 2014/4/15

3 基于复杂软件网络的回归测试用例优先级排序 潘伟丰; 李兵; 马于涛; 刘婧 电子学报 2012/12/15

4 开源软件库中文件修改的统计特性:案例分析 优先出版 林四海; 马于涛; 陈建勋 计算机工程与应用 2012/10/31 9:25

5 高阶高斯分布迭代的云模型及其数学性质研究 刘玉超; 马于涛; 张海粟; 陈桂生 电子学报 2012/10/15

6 一种Web服务综合描述模型 马于涛; 张海粟; 刘玉超; 陈桂生 电子与信息学报 2012/3/15

7 基于在线百科全书的群体兴趣及其关联性挖掘 张海粟; 陈桂生; 马于涛; 刘玉超 计算机学报 2011/11/15

8 云计算中的群体智能与不确定性知识表示(英文) 刘玉超; 张海粟; 马于涛; 李德毅; 陈桂生 中国通信 2011/10/15

9 云计算中面向服务的互操作标准 刘玉超; 马于涛; 陈桂生 小型微型计算机系统 2011/9/15

10 Measuring Structural Quality of Object-Oriented Softwares via Bug Propagation Analysis on Weighted Software Networks 潘伟丰; 李兵; 马于涛; 覃叶宜; 周晓燕 Journal of Computer Science & Technology 2010/11/15

11 A Hybrid Set of Complexity Metrics for Large-Scale Object-Oriented Software Systems 马于涛; 何克清; 李兵; 刘婧; 周晓燕 Journal of Computer Science & Technology 2010/11/15

12 网络化软件的复杂网络特性实证 优先出版 马于涛; 何克清; 李兵; 刘婧 软件学报 2010/11/3 11:37

13 软件系统的复杂网络研究进展 李兵; 马于涛; 刘婧; 丁琦伟 力学进展 2008/11/25

14 一种支持语义互操作的过程模型注册元模型 王羽; 中何; 克清; 马于涛; 何扬帆 华中科技大学学报(自然科学版) 2008/1/15

15 自适应阈值的小波图像去噪 刘成云; 陈振学; 马于涛 光电工程 2007/6/15

16 基于均值反差滤波的红外小目标检测算法 陈振学; 汪国有; 马于涛; 张磊 武汉大学学报(信息科学版) 2007/6/5

17 软件过程中软件漂移的分类研究 伍江华; 马于涛; 张子鹤; 潘小群 计算机工程与应用 2007/4/11

18 对复杂系统的软件工程研究 李兵; 何克清; 马于涛; 刘婧; 彭蓉; 梁鹏; 李增扬 第三届全国复杂动态网络学术论坛论文集 2006/10/1

19 一种基于UDDI构建软组件库的方法 曹虹华; 应时; 杜德慧; 马于涛 计算机应用研究 2006/10/1

20 软件过程领域本体的构造 马于涛; 何克清; 杜德慧 华中科技大学学报(自然科学版) 2006/5/30

21 软件界面建模方法的研究和应用 伍江华; 马于涛; 陈建勋; 张子鹤 舰船电子工程 2005/12/20

22 新型软件过程模型的缺陷分析 李顺新; 马于涛; 伍江华 武汉理工大学学报(交通科学与工程版) 2005/8/30

23 关于数据挖掘中聚类分析算法的比较 谷淑化; 吕维先; 马于涛 现代计算机(专业版) 2005/3/30

24 基于软件体系结构的组件集成框架 陈建勋; 张子鹤; 马于涛; 夏学知 计算机工程 2004/11/20

25 基于体系结构的组件集成框架的研究 马于涛; 谷淑化; 姜灵敏 武汉理工大学学报(交通科学与工程版) 2004/6/30

26 典型软件系统建模、设计方法与技术的研究 马于涛 武汉科技大学 2004/4/26

27 软件过程的模型化研究 陈建勋; 马于涛; 谢敏; 夏琳 计算机工程与设计 2004/1/28

28 基于UML的软件体系结构建模技术的研究 马于涛; 陈建勋 武汉科技大学学报(自然科学版) 2003/9/30

学术交流：

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) 

荣誉奖励：

2014年，中国计算机学会科技进步一等奖。

2012年，中国-海峡项目成果交易会高校优秀参展项目。

2011年，中国国际工业博览会铜奖。

2011年，中国国际高新技术成果交易会优秀产品奖。

2011年，湖北省科技进步一等奖（排名4）。

2010年，湖北省优秀专利项目奖（排名2）。

2010年，中国电子学会电子信息科学技术二等奖（排名5）。

2009年，国家科技进步二等奖（排名9）。

2008年，湖北省科技进步一等奖（排名6）。

2006年，第六届IEEE计算机和信息技术国际会议（CIT 2006）最佳论文奖（排名1）。

2005年，湖北省优秀硕士学位论文奖。 

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

 

软件工程领域的科技新星

——记武汉大学软件工程国家重点实验室副教授马于涛

马于涛，武汉大学软件工程国家重点实验室副教授，ACM、IEEE会员，CCF高级会员，CCF服务计算专委会委员，CCF YOCSEF武汉AC委员，CCF《技术动态》编委。主要研究方向为经验软件工程，研究兴趣包括软件度量、软件演化与维护、软件工程与网络科学交叉研究。

近五年来，主持完成国家自然科学基金1项、中国博士后科学基金面上资助（一等）等省部级项目5项，作为科研骨干参与完成国家“973计划”项目2项；目前，作为负责人承担了国家自然科学基金1项、国家“973计划”项目子课题1项；出版专著1部，发表学术论文30余篇，获得国家发明专利授权5项；曾获2009年国家科技进步奖二等奖、2011年和2008年湖北省科技进步奖一等奖、2010年湖北省优秀专利项目奖等主要科技奖励。 

随着互联网的快速发展和应用需求的激增，软件系统的规模和复杂性呈爆炸式增长。当前的软件工程理论和方法还不足以支撑未来软件发展的需求，在设计、评估、监控、演化、维护等多个环节面临着一系列挑战性问题，其中的核心难题是软件如何灵活高效地提供能满足复杂多样的受众需求的优质便捷服务。为此，我们专门采访了武汉大学软件工程国家重点实验室的青年学者马于涛副教授，并对他目前的研究重点——面向按需服务的软件开发和复杂软件系统的分析与优化，进行了深入解析，希望能见微知著，进一步了解软件工程领域的发展状况。

瘦、年轻、精神是记者对马于涛的第一印象，长期戴着的眼镜给他平添了一些书生气质。

简单交流后，记者获悉近五年来他已主持完成了多项国家、省部级的科研课题，获国家授权发明专利5项，且荣获过包括国家科技进步奖二等奖在内的多项荣誉，出版了一本专著，发表学术论文30余篇，在面向服务的软件开发、软件度量和软件演化与维护等方面做出了可喜的成绩。

2001年6月，马于涛毕业于武汉科技大学计算机科学与技术专业，随后顺利获得该校计算机应用技术专业工学硕士学位。经过不懈的努力和刻苦的学习，在继续深造过程中先后受教于我国软件工程领域的知名专家何克清教授和李德毅院士，使他在科学研究、学术道德等方面都得到了良好的培养和熏陶，本身热爱科研工作的他，也逐渐成长为我国软件工程研究与实践的后备力量中的一员。

实践篇：

核心技术业界应用产效益

据了解，为了解决20世纪60年代中期爆发的众所周知的软件危机，“软件工程”的概念在1968年召开的NATO软件工程会议上被正式提出，并在以后不断发展、完善。四十多年来，为了寻找治愈软件危机的“银弹”，研究人员和实践者在不断探索新的软件开发技术和方法。

马于涛介绍，受国家“973计划”项目的资助，经过五年多的艰苦钻研，李德毅院士、何克清教授的科研团队创建形成了具有“可伸缩架构、灵活互操作、虚拟化管理”技术特点的面向按需服务的软件开发方法论，其中的一些关键技术已被ISO和TOG（The Open Group）等国际组织标准化，并实施了产业化应用，对我国软件产业的发展将产生积极深远的影响。

当记者问及他个人的贡献时，他谦虚地表示：“我只是在软构件/服务资源管理、面向按需服务架构及解决方案设计、软件服务平台研发与应用这三个方面贡献了自己一点微薄的力量而已。”

在软构件/服务资源管理方面，马于涛及其合作者提出了一种基于领域本体的软构件分类和注册方法，屏蔽实现差异、易于扩展，增强语义关联、互操作性强，已在武汉开目信息技术有限责任公司和武钢工程技术集团计控公司实施，产生了可观的经济效益，成功获得了2010年湖北省优秀专利项目奖。

好的软件架构是一个大型软件开发项目取得成功的关键。针对IBM SOA（Service-Oriented Architecture）参考架构在个性化需求分析和IT资源虚拟化管理方面的不足，马于涛及其合作者基于RGPS（Role, Goal, Process, Service）需求元建模框架和ISO/IEC 19763系列标准，设计了针对软件服务平台的面向按需服务架构，驱动业务流程的个性化定制与服务聚合，通过服务解决方案的规模化定制提升传统SOA的按需应变能力。在团队所有人员的不懈努力下，相关成果通过了国际TOG组织的严格评审，被确定为其云计算参考架构CCRA（Cloud Computing Reference Architecture）标准的基础技术，荣获2011年湖北省科技进步奖一等奖。

作为发展中国家，现阶段我国软件产业的发展正处在一个转型期，欧美软件服务业的快速发展，以及一些知名IT公司（如IBM、微软、SAP等）设置的技术壁垒给我国软件服务业的国际化发展带来了沉重的压力。但当看到我国软件工程领域的创新科研成果被采纳为全球IT业界技术标准时，记者对以后我国软件服务业优势技术推广并影响更多的国外IT企业充满期望。

瞄准国内软件企业的实际需求，结合之前研究的核心技术，马于涛作为团队骨干与相关公司合作设计研发了“制造业信息化软构件库的互操作性管理与服务平台”和“云服务超市系统”，支持软构件/服务的按需选择和动态组装，快速开发应用软件系统和云服务应用，让研究成果中的实用技术真正服务于产业。据了解，由此构造的开目系列软件产品推广应用于国内230多家制造业企业，取得了显著的经济效益，相继获得了2011年中国国际工业博览会铜奖、2009年国家科技进步奖二等奖和2008年湖北省科技进步奖一等奖，在我国软件工程领域产生了较大影响。

深研篇：

前沿问题学科交叉探真究

复杂系统和复杂性科学被国内外许多科学家认为是二十一世纪科学发展的前沿。

“软件系统作为一类人工复杂网络受到了来自软件工程、信息科学、统计物理等领域研究人员的关注；同时，复杂系统和复杂网络研究的成果为探索大规模软件系统的结构特性和行为特征提供了有力支持。”据马于涛介绍，面向按需服务的软件开发方法侧重如何构造软件，而复杂软件系统的分析与优化则关注如何度量软件，两者相辅相成。

针对图灵奖得主Frederick Brooks教授提出的软件结构信息度量的挑战，马于涛及其合作者提出并创建了一个层次型的度量标度体系及其变粒度的量化指标集，从不同粒度揭示软件结构演化的动力学特性和规律，便于系统重构和结构优化，对解决Brooks教授提出的挑战具有积极意义。相关学术论文相继在《Journal of Computer Science and Technology》和IEEE CIT（Computer and Information Technology） 2006国际会议上发表，并获得IEEE CIT 2006会议唯一的最佳论文奖，得到与会者的高度关注。

围绕构建的度量标度体系，他和合作者提出了有序性、稳定性等重要软件特性分析的网络化方法，以开源软件的拓扑结构为载体，阐明了软件结构稳定和自适应演化的机理，为大规模软件的设计与维护提供指导原则，在《力学进展》和《软件学报》相继发表了综述性长文，并由科学出版社出版专著《软件网络》，国际复杂网络研究权威、IEEE Fellow、香港城市大学陈关荣教授在该书的序言中评价“毋庸置疑，这是国内也是国际上第一本从复杂网络的角度来研究和阐述‘软件网络’的论著。”该书针对大规模软件开发中设计和维护存在的实际问题，借鉴复杂网络研究的最新成果，系统地介绍了复杂系统和复杂网络与软件工程相融合的思想以及软件网络的概念、分析度量体系、调控方法和核心技术，为检测软件结构设计的缺陷、揭示软件演化的客观规律、提高软件系统的设计质量提供了理论基础。

马于涛及其合作者还在软件缺陷检测和预测方面进行了深入研究，主要工作包括在软件内部属性和外部结构特性之间建立关联，设计了结构缺陷检测指标及预测模型，辅助软件开发者快速准确地分析和发现结构设计的缺陷，为软件的质量评估与保证提供了一种新的视角和方法。代表性论文发表在《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等期刊和会议上，被《Advances in Physics》（SCI IF: 34.294）、《Information Sciences》、《Physica A》、ICSE 2012、ECOOP 2011等著名SCI刊物和软件工程国际会议上发表的论文引用并正面评价，反响较好。

武汉大学软件工程国家重点实验室是以“开放、流动、联合、竞争”为建设方针的国内第一个计算机领域的国家重点实验室，科研师资力量雄厚。记者相信，有好的科研平台，完善的科研条件，优良的科研环境，马于涛定能在不久的将来创造出更多的惊喜！ 

来源：科学中国人 2014年第2期