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陈世展,男,工学博士,教授,博士生导师。1998年7月毕业于天津大学计算机系,获工学学士学位;2004年3月毕业于天津大学计算机系,获计算机应用专业工学硕士学位,并留校任教;2010年3月获计算机应用专业工学博士学位。

主要从事服务计算、面向服务的体系架构等相关技术的研究与开发工作。主持国家自然基金面上项目2项、天津市科技支撑计划重点项目1项。参与国家重点研发计划、国家863计划、天津市应用基础及前沿技术研究计划、天津市科技攻关专项项目多项。迄今已在国内外学术期刊、杂志和会议上发表学术论文50篇,申请40项国家发明专利和11项软件著作版权。 查看我的科研工作


工作经历

2004.03- 今 天津大学计算机科学与技术学院
1999.08-2001.08 天津津捷科技有限公司
1998.07-1999.07 齐鲁石化公司胜利炼油厂

研究方向

  • 服务计算(Service Computing)关注分布式、跨网络环境下软件资源的共享和集成为目标、以服务及其组合为基础构造云-端无缝融合网络化应用这一新开发泛型相关的方法、技术和理论,包括服务发现(Service Discovery)、服务组合(Service Composition)、服务推荐(Service Recommendation)、应用混搭(Mashup)。
  • 软件生态系统挖掘与分析随着开源项目的爆炸式发展,软件存储库动辄存储上千亿条的软件源代码。运用机器学习、大数据分析、软件代码分析相结合的方法,对大规模的、数千亿条开源代码进行代码特征和功能识别、基于代码语义分析、功能聚类和关联挖掘刻画源代码的生态系统特性,从而洞察不同软件在发展中的深度共性和个体特质,已有软件代码的功能聚类分析,已有特定功能的代码块的组合分析等,推动基于大数据的软件代码分析、代码理解、程序综合和自动生成等迈上一个新台阶。

科研工作



主持项目

  • 2021.01-2025.12    面向不确定性需求的认知服务构造与演化机理(62032016),国家自然科学基金重点项目课题,课题负责人,在研

  • 2016.01-2019.12    社会移动云环境下的APP自主协同及个性化混搭机制研究(61572350),国家自然科学基金面上项目,负责人,已结项
  • 2012.01-2015.12    Web 服务社会模型的建立及应用研究(61173155),国家自然科学基金面上项目, 负责人,已结项
  • 2014.04-2017.03    基于互联网服务的手机应用连锁反应关键问题研究(14JCYBJC15600),天津市应用基础与前沿技术研究计划, 负责人,已结项
  • 2008.04-2011.03    基于数据服务的数据集成平台研究(08ZCKFGX00700), 天津市科技支撑计划重点项目, 负责人,已结项

参与项目

  • 2019.01-2023.12    价值驱动的软件服务持续迭代演化机理与关键技术(61832014),国家自然科学基金重点项目,在研

  • 2017.12-2020.11    健康养老跨界服务应用示范(SQ2017YFB140001200),国家重点研发计划,总经费 7407.00 万元,其中中央财政专项经费 3227.00 万元,已结项
  • 2017.07-2020.12    疾病样本数据收集、管理与全国疾病样本数据协作网络建设(2017YFC0908401),国家重点研发计划子课题,已结项
  • 2012.01-2015.12    村镇环境评价与预警平台建设,国家科技支撑计划项目,已结项
  • 2007.12-2009.12    面向解决方案的服务架构和支撑环境(2007AA01Z130) 国家863计划项目,已结题
  • 2008.04-2011.03    面向解决方案的服务重用与演化(08JCZDJC19800),天津市应用基础及前沿技术研究计划项目,已结项
  • 2004.09-2006.09    面向企业信息集成的开发平台研究(4310891R),天津市重点科技攻关项目,已结项.
  • 2007.09-2009.08    基于SOA的现代物流系统关键技术研究(07JCYBJC14000),天津市应用基础及前沿技术研究项目,已结项
  • 2008.03-2009.03    海洋水文气象综合数据库建设,国家海洋信息中心横向项目,已结项.
  • 2009.06-2010.12    开放能力适配及Qos管理,华为公司横向项目,已结项.

发表论文

(*Corresponding Author)

    2022

  1. 范国栋,陈世展,肖建茂, 吴洪越, 张璐, 薛霄, 王忠杰,冯志勇.面向App评论响应的语义检索和生成框架[J].计算机学报,2022,45(12):2528-2543.(CCF A类中文期刊)
  2. Linjuan Wu, Shaojuan Wu, Xiaowang Zhang, Deyi Xiong, Shizhan Chen*, Zhiqiang Zhuang. Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics Vol.1: Long Papers, p.991-1000, May 22-27, 2022. (CCF A类会议长文)
  3. Min Lu, Shizhan Chen, Xiao Xue, Xiao Wang, Yufang Zhang, Yifang Zhang, Feiyue Wang. Computational Experiments for Complex Social Systems—Part II: The Evaluation of Computational Models. IEEE Transactions on Computational Social Systems, 2022. 9(4): p. 1224-1236. (EI: 20214511141091)
  4. Lu Zhang, Shizhan Chen, Xiao Xue, Hongyue Wu*, Guodong Fan, Chao Wang and Zhiyong Feng. Exploring the Impact of Structural Holes on the Value Creation in Service Ecosystems. The 18th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2022), Hangzhou, China, October 15-16, 2022. (CCF C类会议长文)
  5. Guodong Fan, Shizhan Chen, Hongyue Wu, Ming Zhu, Xiao Xue, Zhiyong Feng, "What Is Next? A Generative Approach for Service Composition Recommendations", The 19th IEEE International Conference on Ubiquitous Itelligence and Computing (UIC). 2022. (CCF C类会议长文)
  6. Lancong Liu, Shizhan Chen, Sen Chen, Guodong Fan, Zhiyong Feng and Hongyue Wu. Adaptive Prior-Knowledge-Assisted Function Naming Based on Multi-level Information Explorer. Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering(SEKE2022) KSIR Virtual Conference Center, Pittsburgh, USA July 1-10, 2022. (CCF C类会议长文)
  7. Dandan Li, Hongyue Wu, Shizhan Chen*, Lei Dong, Zhuofeng Zhao and Zhiyong Feng. Cost Performance Driven Multi-Request Allocation in D2D Service Provision Systems. The 18th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2022), Hangzhou, China, October 15-16, 2022. (CCF C类会议长文)
  8. Wen Peng, Hongyue Wu, Shizhan Chen*, Lei Dong, Zhuofeng Zhao and Zhiyong Feng. System Completion Time Minimization with Edge Server Onboard Unmanned Vehicle. The 18th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2022), Hangzhou, China, October 15-16, 2022. (CCF C类会议长文)

  9. 2021

  10. Xiao Xue, Yaodan Guo, Shizhan Chen, Shufang Wang. Analysis and Controlling of Manufacturing Service Ecosystem: A research Framework based on the Parallel System Theory. IEEE Transactions on Services Computing, 2021,14(6): 1598-1611. DOI: 10.1109/TSC.2019.2917445.
  11. Jiachen Tian, Shizhan Chen, Xiaowang Zhang*, Zhiyong Feng, Deyi Xiong,ShaojuanWu and Chunliu Dou, Difficult Samples Re-embedding via Mutual Information Constrained Semantically Oversampling. in the 2021 Conference on Empirical Methods in Natural Language Processing(EMNLP).2021:Online and Punta Cana, Dominican Republic. p.3148–3161.(CCF B 类会议长文)
  12. Chao Wang , Shizhan Chen, Shiping Chen , Xiao Xue, Hongyue Wu, Zhiyong Feng. Trust Management for Reliable Cross-Platform Cooperation Based on Blockchain. in 2021 IEEE International Conference on Web Services (ICWS).2021:Chicago, IL, USA. p.629-634. (CCF B类短文).
  13. Xinyue Zhou, Zhiyong Feng, Jianmao Xiao, Shizhan Chen, Xiao Xue, Hongyue Wu*. A Generic Method to Rapidly Release Internet Services on Commercial Platforms. in 2021 IEEE International Conference on Web Services (ICWS).2021:Chicago, IL, USA. p.364-371. (CCF B类短文).
  14. Yanwei Xu, Zhiyong Feng, Xiao Xue, Shizhan Chen, Hongyue Wu*, Xian Zhou, Meng Xing and Hongqi Chen. MemTrust: Find Deep Trust in Your Mind. in 2021 IEEE International Conference on Web Services (ICWS).2021:Chicago, IL, USA. p.598-607. (CCF B 类会议长文)
  15. Yuying Yang, Xiao Xue, Fozhi Hou, Shizhan Chen, Zhiyong Feng , Lejun Zhang. Alleviating the Matthew Effect in O2O Service Matching Process. in 2021 IEEE International Conference on Web Services (ICWS).2021:Chicago, IL, USA. p.173-178. (CCF B类短文)
  16. Xiao Xue,Zhiyong Feng, Shizhan Chen, Zhangbing Zhou, Chengzhi Qin, Bing Li , Zhongjie Wang, Shufang Wang, Hongyue Wu, Lu Zhang, Yufang Zhang. Service Ecosystem: A Lens of Smart Digital Society. in 2021 IEEE International Conference on Services Computing (SCC). 2021:Chicago, IL, USA. p.263-273.(CCF C 类会议长文)
  17. Meng Weiqiao, Shizhan Chen, Zhiyong Feng. Federated Knowledge Graph Embeddings with Heterogeneous Data. in 6th China Conference on Knowledge Graph and Semantic Computing, CCKS 2021, November 4, 2021 - November 7, 2021. 2021. Guangzhou, China: Springer Science and Business Media Deutschland GmbH. (EI: 20214711205099)

  18. 2020

  19. 肖建茂,陈世展,冯志勇,刘朋立,薛霄*. 一种基于用户评论自动分析的APP维护和演化方法. 计算机学报,2020,43(11):2184-2202.
  20. Di Jin; Binbin Zhang; Yue Song; Dongxiao He; Zhiyong Feng; Shizhan Chen*; Weihao Li; Katarzyna Musial. ModMRF: A Modularity-based Markov Random Field Method for Community Detection. Neurocomputing, 2020, 405: 218–228.
  21. Xiao Xue. Zhaojie Chen, Shizhan Chen*, Binjie Li. An integrative multi-dimensional evaluation of Service Ecosystem. in 2020 IEEE International Conference on Web Services(ICWS). IEEE, 2020: Beijing, Chiua.(CCF B 类会议长文)
  22. Jianmao Xiao, Shizhan Chen, Qiang He, Zhiyong Feng, Xiao Xue*. An android application risk evaluation framework based on minimum permission set identification. Journal of Systems & Software. Doi:10.1016/j.jss.2020.110533.
  23. Jiachen Tian, Shizhan Chen, Xiaowang Zhang*, Zhiyong Feng. A Graph-based Measurement for Text Imbalance Classification. in European Conference on Artificial Intelligence(ECAI), 2020:Santiago de Compostela. (CCF B 类会议长文)
  24. Siying Guo; Chao Xu; Xiao Xue; Zhiyong Feng; Shizhan Chen*. Research on Trans-Boundary Convergence of Different Service Chains in Health Service Ecosystem. Journal of Medical Imaging and Health Informatics,2020,105: 1734-1745,DOI: 10.1166/jmihi.2020.3168
  25. Jianmao Xiao, Shizhan Chen, Qiang He, Hongyue Wu, Zhiyong Feng, Xiao Xue. Detecting User Signicant Intention via Sentiment-Preference Correlation Analysis for Continuous App Improvement.in International conference on Service-Oriented Computing(ICSOC), 2020: Beijing, China.(CCF B 类会议长文)
  26. Tong Gao, Zhiyong Feng, Shizhan Chen, Xiao Xue. SETE: A Trans-boundary Evolution Model of Service Ecosystem Based on Diversity Measurement. In 16th EAI International Conference on Collaborative Computing(CollaborateCom),2020: Shanghai, China. (CCF C 类会议长文)
  27. Yiran Feng, Zhiyong Feng, Xiao Xue, Shizhan Chen*. HIM: A Systematic Model to Evaluate the Health of Platform-based Service Ecosystems. In 16th EAI International Conference on Collaborative Computing(CollaborateCom),2020: Shanghai, China. (CCF C 类会议长文)
  28. Zhehao Fan, Zhiyong Feng, Xiao Xue, Shizhan Chen, Hongyue Wu. Ecosystem Evolution Analysis and Trend Prediction of Projects in Android Application Framework. in International Conference on Automated Software Engineering Workshops, 2020: Australia.
  29. Ao Zhang, Shizhan Chen, Xiaowang Zhang, Rui Li and Xinzhi Zhang. A Knowledge-Enriched Model for Emotional Conversation Generation[C]. Proceedings of the 28th International Conference on World Wide Web, 2020: 52-53.
  30. Ao Zhang, Shaojuan Wu, Xiaowang Zhang*, Shizhan Chen, Yuchun Shu and Zhiyong Feng. EmoEM: Emotional Expression in a Multi-turn Dialogue Model[C]. Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020: 496-501.
  31. Xiao Xue*, ZhiYong Feng, Shizhan Chen, ZhangBing Zhou, ChengZhi Qin, Bing Li, ZhongJie Wang, Bin Hu, ShuFang Wang, Hongyue Wu, Lu Zhang. Service Ecosystem: A Lens of Smart Society. CoRR, 2020. abs/2008.03418.

  32. 2019

  33. Siying Guo, Chao Xu, Shizhan Chen, Xiao Xue, Zhiyong Feng*, Shiping Chen. Crossover Service Fusion Approach Based on Microservice Architecture. in 2019 IEEE International Conference on Web Services (ICWS). 2019: Milan, Italy. p.237-241. (CCF B类会议短文)
  34. Keman Huang, Jia Zhang, Wei Tan, Zhiyong Feng, Shizhan Chen*. Optimizing Semantic Annotations for Web Service Invocation.IEEE Transactions on Services Computing, 2019. 12(4): p. 590-603. (SCI Q2, WOS: 000480346300007, IF=5.707)
  35. Jiachen Tian, Shizhan Chen, Xiaowang Zhang*, Zhiyong Feng. BSIL: A Brain Storm-Based Framework for Imbalanced Text Classification. in Natural Language Processing and Chinese Computing. 8th CCF International Conference (NLPCC). 2019: Dunhuang, China. p.53-64. (CCF C类会议长文)
  36. Chao Wang, Shizhan Chen, Zhiyong Feng, Yanan Jian, Xiao Xue*. Block chain-based data audit and access control mechanism in service collaboration. in 2019 IEEE International Conference on Web Services (ICWS). 2019: Milan, Italy. p.214-218. (CCF B类短文)
  37. 陈世展,王茹,冯志勇,薛霄*,何强,林美辰.一种基于APP无缝集成的应用流自动协同框架.计算机学报,2019,42(12):2631-2642.
  38. Shizhan Chen, Bo You, Xuewei Li, Mei Yu, Jian Yu*, Zhuo Zhang, Jie Gao, Zhiqiang Liu and Ruiguo Yu. A Wind Power Prediction Method Based on Deep Convolutional Network with Multiple Features. in 26th International Conference on Neural Information Processing(ICONIP), CCIS 1142, pp. 198–206, 2019/12/12-15: Sydney, NSW, Australia (CCF C类会议长文)

  39. 2018

  40. Xianghui Wang, Zhiyong Feng,Shizhan Chen*, Keman Huang. DKEM: A Distributed Knowledge Based Evolution Model for Service Ecosystem. in 2018 IEEE International Conference on Web Services (ICWS). 2018. San Francisco, California, USA: IEEE.(CCF B 类会议长文)
  41. Ru Wang, Shizhan Chen, Zhiyong Feng, Keman Huang. A Client MicroServices Automatic Collaboration Framework Based on Fine-Grained APP. in 2018 IEEE International Conference on Services Computing (SCC). 2018. San Francisco, California, USA: IEEE.(CCF C 类会议长文)
  42. Dongxiao He, Xue Yang, Zhiyong Feng, Shizhan Chen*, Keman Huang, Zhenzhu Wang. A Probabilistic Model for Service Clustering –Jointly Using Service Invocation and Service Characteristics. in 2018 IEEE International Conference on Web Services (ICWS). 2018. San Francisco, California, USA: IEEE.(CCF B 类会议短文)
  43. Dongxiao He, Xue Yang, Zhiyong Feng, Shizhan Chen*. A Network Embedding-Enhanced Approach for Generalized Community Detection. In the 11th International Conference on Knowledge Science, Engineering and Management (KSEM). 2018. Changchun, China. (CCF C类长文)
  44. Xuehao Sun, Shizhan Chen, Zhiyong Feng, Weimin Ge, Keman Huang. A Service Annotation Quality Improvement Approach based on Efficient Human Intervention. in 2018 IEEE International Conference on Web Services (ICWS). 2018. San Francisco, California, USA: IEEE.(CCF B 类会议长文)
  45. Dinan Zhang, Shizhan Chen, Qiang He, Zhiyong Feng and Keman Huang What Strokes to Modify in the Painting? Code Changes Prediction for Object-Oriented Software. in The Annual Conference on Software Analysis, Testing and Evolution (SATE). 2018. Shenzhen, Guangdong.
  46. Xiaoli Hu, Zhiyong Feng, Shizhan Chen, Dongxiao He, Keman Huang. Quantifying the Emergence of New Domains: Using Cybersecurity as a Case. in 2018 International Conference on Knowledge Science, Engineering and Management (KSEM). 2018. Changchun, China. (CCF C 类会议长文)
  47. Qi An, Zhiyong Feng, Shizhan Chen, and Keman Huang. A Green Self-Adaptive Approach for Online Map Matching, IEEE ACCESS.2018.(CCF C类期刊)
  48. Jianmao Xiao,Shizhan Chen*,Zhiyong Feng and Jian Yang. AppNet: A Large-Scale Multi-layer Heterogeneous Complex App Network for Intelligent Program Search, International Conference on Service-Oriented Computing(ICSOC), 2018,Hangzhou,China.

  49. 2017

  50. Xiaocao Hu, Zhiyong Feng, Keman Huang, Shizhan Chen*.Supporting Interoperability among Web Services Through Efficient Matching. in 2017 IEEE 41st Annual Computer Software and Applications Conference (COMPSAC). 2017. Turin, Italy: IEEE.(CCF C 类会议)
  51. Jianrui Lin, Zhiyong Feng, Shizhan Chen, Keman Huang. ATM: A Framework to Support Application State Migration in Multiple Terminals Environment. in 2017 IEEE International Conference on Services Computing (SCC). 2017. Honolulu, HI, USA: IEEE.(CCF C 类会议)
  52. Weixin Yun, Zhiyong Feng, Shizhan Chen, Keman Huang. What Biscuits to Put in the Basket? Features Prediction in Release Management for Android System. in 2017 IEEE International Conference on Web Services (ICWS). 2017. Honolulu, HI, USA: IEEE.(CCF B 类会议)
  53. Xiaocao Hu, Zhiyong Feng, Shizhan Chen, Keman Huang. Accurate Identification of Ontology Alignments at Different Granularity Levels. IEEE Access, 2017. 5: p. 105-120.IF=3.244

  54. 2016

  55. Siwen Yin, Shizhan Chen, Zhiyong Feng, Keman Huang, Dongxiao He, Peng Zhao, Michael Ying Yang. Node-Grained Incremental Community Detection for Streaming Networks. 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI). San Jose, CA, USA: 585-592. 2016, doi:10.1109/ICTAI.2016.0095.(CCF C 会议)
  56. Keman Huang, Jinjing Han, Shizhan Chen, Zhiyong Feng. A Skewness-Based Framework for Mobile App Permission Recommendation and Risk Evaluation. In: Sheng Q., Stroulia E., Tata S., Bhiri S. (eds) Service-Oriented Computing. ICSOC 2016. Lecture Notes in Computer Science, vol 9936. Springer: 252-266.(CCF B 会议)
  57. Jinjing Han, Zhiyong Feng, Shizhan Chen, Keman Huang. A Framework for Permission Recommendation and Risk Evaluation Based on Skewness-Based Filtering. 2016 IEEE International Conference on Services Computing (SCC). San Francisco, USA, IEEE: 774-777.(CCF C 类会议)
  58. Kai Zhang, Zhiyong Feng, Shizhan Chen, Keman Huang, Guiling Wang. A Framework for Passengers Demand Prediction and Recommendation, in 2016 IEEE International Conference on Services Computing (SCC). 2016, IEEE: San Francisco, USA. p. 340-347.(CCF C 类会议)

  59. 2015

  60. Juan Chen, Zhiyong Feng, Shizhan Chen, Keman Huang*, Jia Zhang, Wei Tan. A Novel Lifecycle Framework for Semantic Web Service Annotation Assessment and Optimization. 22nd International Conference on Web Services (ICWS), 2015
  61. Xiaocao Hu, Zhiyong Feng, Keman Huang, Shizhan Chen*. Classification based Parameter Association for Non-redundant Annotation. 12th IEEE International Conference on Services Computing (SCC), 2015.
  62. Xiang Li, Zhiyong Feng, Keman Huang, Shizhan Chen*. Ajax API Self-adaptive Framework for End-to-end User. 24th International World Wide Web Conference (WWW), 2015.
  63. Xiaocao Hu, Zhiyong Feng, Shizhan Chen, Keman Huang. Automated Clarification of Constraints in Web Services for Accurate Service Reuse. in Advances in Services Computing: 9th Asia-Pacific Services Computing Conference, APSCC 2015, Bangkok, Thailand, December 7-9, 2015, Proceedings, L. Yao, et al., Editors. 2015, Springer International Publishing: Cham. p. 76-91.

  64. 2014

  65. Zhiyong Feng, Bo Lan, Zhen Zhang and Shizhan Chen*. A Study of Semantic Web Services Network. The Computer Journal 2014. doi:10.1093/comjnl/bxu080.
  66. Yuanbin Han, Shizhan Chen*, Zhiyong Feng. Mining Integration Patterns of Programmable Ecosystem with Social Tags. Journal of Grid Computing:1-19.
  67. Xiaocao Hu, Zhiyong Feng, and Shizhan Chen. Constraints based Web Service Semantic Augmentation. IEEE 21th International Conference on Web Services (ICWS), 702-703, 2014.
  68. Xiaocao Hu, Zhiyong Feng, Shizhan Chen, Liyuan Xin, and Yan Hao. Automatic Construction of Service Network based on OpenCyc. International Journal of Web Services Research, 11(4), 1-18, October-December 2014,1-18.
  69. Zhen Zhang, Zhiyong Feng, Shizhan Chen*. Large-Scale Web Service Collection for Service Archive Management. International Conference on Service Science (ICSS), 2014.
  70. Zhen Zhang, Zhiyong Feng, Shizhan Chen*. Domain-Oriented Evaluation and Prediction for Documentation Quality of Web Services. Service Oriented System Engineering (SOSE), 2014 IEEE 8th International Symposium on. 2014, IEEE:Oxford. p. 250-257. doi:10.1109/SOSE.2014.33.
  71. 冯志勇, 陈世展*, 王辉, 梁其烜. 基于语义关系的服务计算支持工具. 计算机科学, 2014,41(9):67-70.

  72. 2013

  73. Weisen PAN, Shizhan Chen*, Zhiyong FENG. Automatic Clustering of Social Tag using Community Detection. Appl. Math. Inf. Sci. 2013.7(2):675-681.
  74. Qixuan LIANG, Shizhan Chen*, Zhiyong FENG. Application of Services Relation Tracing to Automated Web Service Composition. Appl. Math. Inf. Sci. 2013.7(1L):243-251.
  75. Xiaocao HU, Zhiyong FENG, Shizhan Chen. Analyzing Distribution of Implicit Semantic Information in Web Services, in Computer Software and Applications Conference Workshops (COMPSACW), 2013 IEEE 37th Annual. 2013, IEEE: Japan. p. 415-420.
  76. Zhen ZHANG, Shizhan Chen*, Zhiyong FENG. Semantic Annotation for Web Services Based on DBpedia, in Service Oriented System Engineering (SOSE), 2013 IEEE 7th International Symposium on. 2013, IEEE: Redwood City. p. 280-285.
  77. Yuanbin HAN, Shizhan Chen*, Zhiyong FENG. Characterizing Web APIs Combining Supervised Topic Model with Ontology. IEICE TRANS. INF. & SYST. 2013. Vol.E94.D, No.7: 1548-1551.
  78. Yuanbin HAN, Shizhan Chen*, Zhiyong FENG. Empirical Studies on Community Structure for Networked Web Services. International Journal of Computer Science Issues, 2013. 10(1): 528-534.
  79. Xiaocao HU, Zhiyong FENG, Shizhan Chen. Augmenting Semantics of Web Services based on Public Open Ontology. in 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28-July 3, 2013. p. 304-311.
  80. Liyuan Xin, Zhiyong Feng, Shizhan Chen*. Experimental Study of Web Service Availability Based on WSDL Documents. in 2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies (EIDWT),Xi'an, China,9-11 Sept.2013. p.356-362

  81. 2012

  82. Shizhan Chen, Yuanbin HAN, Zhiyong FENG. Social Network Analysis on the Interaction and Collaboration Behavior among Web Services, in AAAI Symposium on Intelligent Web Services Meet Social Computing (IWEBSS), 26-28 March 2012, Stanford, California, USA. p. 9-15.
  83. Weisen PAN, Shizhan Chen*, Zhiyong FENG. Service-Oriented Ontology and Its Evolution. In: Proceedings of 7th International Conference on Grid and Pervasive Computing. Lecture Notes in Computer Science, 2012, Hong Kong, China.
  84. Yuanbin HAN, Shizhan Chen*, Zhiyong FENG. Optimizing Service Composition Network from Social Network Analysis and User Historical Composite Services, in AAAI Symposium on Intelligent Web Services Meet Social Computing (IWEBSS), 26-28 March 2012, Stanford, California, USA. p.39-45
  85. Weisen PAN, Shizhan Chen*, Zhiyong FENG. Investigating the Collaborative Intention and Semantic Structure among Co-occurring Tags Using Graph Theory, in Enterprise Distributed Object Computing Conference Workshops (EDOCW), 2012 IEEE 16th International. 2012, IEEE Computer Society: Beijing, China. p. 190-195.
  86. Xiaocao HU, Shizhan Chen, Zhiyong FENG. Semi-automatic Acquisition and Formal Representation of OpenAPI. The 2012 International Conference on E-Business Technology and Strategy, 85-96.

  87. 2011

  88. Lingyan SUN, Shizhan Chen*, Qixuan LIANG, et al., A QoS-based Self-adaptive Framework for OpenAPI, in 2011 Seventh International Conference on Computational Intelligence and Security (CIS) , 2011, Sanya, China. p. 204-208.
  89. Weisen PAN, Shizhan Chen*, Zhiyong Feng. Domain Concept Extraction Model Based on Folksonomy. The 2011 IEEE Asia-Pacific Services Computing Conference, 2011, Jeju Island, South Korea. p.161-165.
  90. Yi GUO, Shizhan Chen, Zhiyong Feng. Composition Oriented Web Service Semantic Relations Research. in 2011 International Joint Conference on Service Sciences (IJCSS)2011: Taipei, TAIWAN. p.69-73.

  91. 2010

  92. 陈世展, 冯志勇, 王辉. 服务关系及其在面向服务计算中的应用. 计算机学报, 2010, 33(11): 2068-2083.
  93. 陈世展, 冯志勇, 徐超, 刘航. 基于服务网络的Web服务开发研究. 南开大学学报(自然科学版),2010,43(5): 60-66.
  94. 冯志勇,陈世展, 王辉. 服务网络. 中国计算机学会通讯, 2010, 9(6): 26-30.
  95. Hui WANG, Zhiyong FENG, Shizhan Chen, Jinna XU, Yang SUI. Constructing Service Network via Classification and Annotation. 5th IEEE International Workshop on Service-Oriented System Engineering, 2010, Nanjing, China. p. 69-73.

  96. 2009

  97. Shizhan Chen, Zhiyong FENG, Hui WANG, Tao WANG. Building the Semantic Relations-Based Web Services Registry through Services Mining, Proceedings of the 2009 8th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2009., 1-3 June 2009, 736-743.
  98. Hui WANG, Zhiyong FENG, Yang SUI, Shizhan Chen. Service Network: An Infrastructure of Web Services. Proceedings of 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems, 2009, Shanghai, China. pp. 303-308.

  99. 2008

  100. 陈世展, 冯志勇. 服务网络:Web服务组合的新基点. 计算机应用研究,2008, 25(5): 1378-1382.

  101. 2007

  102. Shizhan Chen, Zhiyong FENG, Dexin ZHAO, Jiafang WANG. An Inherited Approach for Web Services Reuse. In 4th International Conference on information Technology and Application, ICITA 2007: Harbin, China. 733-737.


专利成果


申请发明专利50余项,已获得授权20余项

  1. 王孟鑫 陈世展 冯志勇, 基于分层共识和强化学习的区块链性能自适应优化方法, 2022-08-22, 中国, 申请(专利)号: 202211004846.3
  2. 陈世展 丁燕翔, 基于异构图神经网络的学术合作关系预测方法 2022-03-14, 中国, 申请(专利)号: 202210247466.6
  3. 周显 陈世展, 一种基于计算实验的推荐系统验证方法, 2021-12-02, 中国, 申请(专利)号: 202111473796.9
  4. 王渐旭 陈世展, 一种基于计算实验的流行病学模型对接方法,2021-12-02, 中国, 申请(专利)号: 202111462654.2
  5. 王颖 陈世展,一种基于计算实验的网络化人工社会建模方法,2021-11-24,中国,申请(专利)号:2021114064028.
  6. 陈世展 赵富超,基于多层属性网络的App受欢迎度演化结果的预测方法,2021-11-10,中国,申请(专利)号:2021113291698.
  7. 吴洪越 兰地 陈世展 冯志勇,基于反向拍卖和D2D通信链路的需求响应服务供应方法,2021-11-09,中国,申请(专利)号:2021113189878.
  8. 冯志勇 周欣悦 肖建茂 陈世展 高超,一种商业平台上互联网服务快速发布的通用方法,2021-07-14,中国,申请(专利)号:202110792674X.
  9. 冯志勇 周欣悦 肖建茂 陈世展 高超,一种多源异构IoT设备数据统一接入与存储系统及方法,中国,申请(专利)号:ZL202110174828.9[授权,2021-10-15]
  10. 冯志勇 冯轶然 陈世展 薛霄 吴洪越,一种多维集成的评价服务生态系统健康性的方法,2021-04-28,中国,申请(专利)号:2021104681420
  11. 孙迎超 陈世展 冯志勇 薛霄 吴洪越,一种基于中文预训练模型的多轮对话系统,2021-05-28,中国,申请(专利)号:2021105884920
  12. 李子文 陈世展 冯志勇 薛霄 吴洪越,一种基于改进乌鸦搜索算法的Web服务组合优化方法,2021-05-21,中国,申请(专利)号:2021105589243
  13. 董磊 冯志勇 陈世展 薛霄 吴洪越,一种基于胶囊网络的情感分类方法,2021-05-28,中国,申请(专利)号:2021105884719
  14. 陈世展 刘朋立 薛霄 肖建茂 冯志勇,一种自动分析应用商店中用户评论并推荐给开发者的方法,中国,申请(专利)号:201910990557.7
  15. 冯志勇 么红帅 陈世展 薛霄,一种基于跨界养老平台的第三方服务接入方法,中国,申请(专利)号:201910938302.6
  16. 冯志勇 苗旭 陈世展 薛霄,一种基于多源数据的用户评价可靠性判定方法,中国,申请(专利)号:201911021986.X
  17. 陈世展 肖建茂 冯志勇 薛霄,一种基于用户在线评论情感和偏好分析的APP持续改善方法,中国,申请(专利)号:201911049834.0
  18. 徐超 郭思莹 陈世展 薛霄 冯志勇,一种基于微服务架构的跨界服务融合方法,中国,申请(专利)号:201910534000.2
  19. 周功宇 李淼 许光全 陈世展, 基于中心化权重的主成分分析系统,中国,申请(专利)号:201811622318.8
  20. 汪步鹏 陈世展 冯志勇 王茹,一种基于客户端微服务的APP自动协同方法,中国,申请(专利)号:201810548600.X
  21. 何东晓 杨雪 陈世展 冯志勇, 一种面向服务网络的社团发现方法, 中国, 申请(专利)号:2018106961176.[授权,2022-05-24]
  22. 冯志勇 姜亚南 陈世展 黄科满 基于区块链的数据审计方法, 中国, 申请(专利)号: 2018105678014
  23. 陈世展 张頔楠 冯志勇 黄科满,基于高斯过程回归的安卓App程序演化变更预测方法, 中国, 申请(专利)号: 201810443100X.[授权,2022-08-16]
  24. 冯志勇 安琪 陈世展 黄科满 何东晓,基于隐马尔科夫模型的自适应在线地图匹配方法, 中国, 申请(专利)号: 2018104644186
  25. 孙雪皓 葛卫民 陈世展 冯志勇 一种基于有效人机交互的服务标注质量优化方法, 中国, 申请(专利)号: 2018107517479[授权,2021-05-14]
  26. 胡晓莉 陈世展 冯志勇 黄科满, 面向网络安全学科新领域出现的量化方法, 中国, 申请(专利)号: 2018105909220
  27. 冯志勇 安琪 陈世展 黄科满 何东晓, 基于低采样率GPS轨迹点的地图匹配方法, 中国, 申请(专利)号: 2018107482889
  28. 陈世展 王茹 冯志勇 林美辰 黄科满 何东晓 一种基于Android的多特征APP执行流预测及推荐方法. 中国,申请(专利)号: 201710762814.2
  29. 陈世展 王茹 冯志勇 林美辰 黄科满 何东晓 一种用户参与的Android APP流个性化定制方法. 中国,申请(专利)号: 201710764484.0[授权,2020-04-28]
  30. 陈世展 王茹 冯志勇 林美辰 黄科满 何东晓 一种基于Android的APP内容注入及自动执行框架. 中国,申请(专利)号:201710762815.7
  31. 冯志勇 林建睿 陈世展 一种基于会话保持的跨终端应用状态迁移方法. 中国,申请(专利)号:201710449621.1[授权,2020-08-11]
  32. 李晓红,郭千宇,赵帅,饶国政,陈世展. 基于攻击树模型的Android软件混合检测方法,2015.07.31,中国,申请(专利)号: 2015104682288.
  33. 冯志勇, 林美辰,陈世展,黄科满. 一种面向Android移动应用混搭的框架,2015.07.13,中国,申请(专利)号: 2015104101167.
  34. 冯志勇, 陈世展,黄科满,何东晓,陈娟. 一种基于实证评价反馈的服务语义标注增强方法,2015.02.06,中国,申请(专利)号: 2015100632970.[授权,2017-12-22]
  35. 冯志勇, 陈世展,黄科满,何东晓,苏鹏. 面向不同终端的应用程序状态转移方法,2015.01.23,中国,申请(专利)号: 2015100372776.[授权,2018-04-06]
  36. 冯志勇, 李想,陈世展. 一种面向最终用户搭建Ajax应用的自适应方法,2014.12.29,中国,申请(专利)号: 2014108477945.[授权,2017-12-22]
  37. 冯志勇, 林美辰,张祯,陈世展. 多维度语义Web服务开发方法,2014.09.30,中国,申请(专利)号: 2014105243705.[授权,2017-05-03]
  38. 冯志勇, 张祯,陈世展. 一种基于语义的Web服务自动调用及QoS信息监测方法,2014.09.29,中国,申请(专利)号: 2014105150344.[授权,2017-02-15]
  39. 冯志勇,张祯,陈世展,胡小草. 从传统Web服务到多维度语义模型的Web服务转换方法,2013.12.30,中国,申请(专利)号: CN201310755092.X.[授权,2017-01-11]
  40. 张祯,冯志勇,陈世展,胡小草. Web服务的多维度语义模型建立方法,2013.12.24,中国,申请(专利)号: CN2013107427817.[授权,2017-01-11]
  41. 马一翔,冯志勇,陈世展,陈娟. 基于互联网服务的手机应用连锁反应系统及方法,2013.08.08,中国,申请(专利)号: CN201310344567.
  42. 兰波,陈世展,冯志勇,刘琨,尹金德,吴凡,秦尊琪,邹盛亮. 服务语义关系挖掘方法,2013.06.26,中国,申请(专利)号: CN201310261654.5.[授权, 2016-10-05]
  43. 张祯,冯志勇,陈世展. 面向领域的Web服务文档质量评价方法,2013.06.17,中国,申请(专利)号: CN2013102401295.[授权,2016-04-06]
  44. 张祯,冯志勇,陈世展. 基于关联数据的Web服务语义标注方法,2013.05.10,中国,申请(专利)号: CN201310172375.
  45. 马一翔,陈世展,冯志勇,陈娟. 一种手机应用Hub系统及其应用方法,2013.04.27,中国,申请(专利)号: CN201310151435.
  46. 陈娟,陈世展,冯志勇,马一翔. 以用户为中心的应用混搭的手机云系统及其应用方法,2013.04.27,中国,申请(专利)号: CN201310152223.
  47. 李晓红, 谢肖飞, 陈世展, 饶国政, 曹坤宇, 韩卓冰. 网络协议安全建模方法, 2012.07.16,中国,申请(专利)号: CN201210245424.
  48. 冯志勇, 陈世展, 胡小草, 王辉, 陈炬, 韩冷. 基于竞争和协作的Web服务关系网络系统, 2012.07.17,中国,申请(专利)号: CN201210247243.
  49. 兰波, 陈世展, 冯志勇. WSDL文件质量保证系统及其实现方法,2012.06.26,中国,申请(专利)号: CN201210212814.[授权,2015-05-20]
  50. 孙玲延, 陈世展, 冯志勇. 面向移动终端的新型应用商店转接器, 2011.12.26,中国,申请(专利)号: CN2011104425064.[授权, 2015-07-01]
  51. 胡小草, 冯志勇, 陈世展, 李亚洲. 基于Internet的OpenAPI自动获取方法,2011.03.22,申请(专利)号: CN201110069474.[授权,2013-08-21]
  52. 李晓红, 杜志杰, 李衍法, 冯志勇, 陈世展, 于永新. 基于Z规格的测试用例生成方法, 2011.03.11,中国,申请(专利)号: CN201110059216.
  53. 李晓红, 曹坤宇, 陈世展, 饶国政, 邢金亮, 曹燕. 一种基于形式化及统一软件模型的软件可信工程方法, 2011.02.25,中国,申请(专利)号: CN201110046569.
  54. 冯志勇, 郭忆, 陈世展, 韩冷. 面向AJAX协议的OpenApi数据自动加载系统, 2010.05.26,中国,申请(专利)号: CN201010183575.[授权,2014-05-28]
  55. 冯志勇, 刘雅琼, 陈世展, 王辉, 徐金娜. 一种基于服务网络的服务发现工具的建立方法, 2010.05.17,中国,申请(专利)号: CN201010174337.
  56. 冯志勇, 孟宪森, 陈世展, 陶春华, 徐金娜. 支持多文档格式的自适应数据加载方法, 2009.12.08,中国,申请(专利)号: CN200910311060.[授权,2012-07-04]
  57. 冯志勇, 李柳青, 陈世展, 刘超. 基于XQuery的查询引擎系统, 2009.09.29,中国,申请(专利)号: CN200910070718. [授权]
  58. 陈世展, 刘超, 冯志勇, 李柳青. 一种XQuery到SQL查询语言的转换算法及关系数据的查询方法,2009.06.02,中国,申请(专利)号: CN200910069103.
  59. 冯志勇, 韩冷, 陈世展, 王辉, 陈炬. 可视化服务网络用户交互系统, 2009.05.27,中国,申请(专利)号: CN200910069042.[授权,2012-08-22]
  60. 冯志勇, 韩冷, 陈炬, 陈世展, 王辉. 服务网络性能优化系统, 2009.03.09,中国,申请(专利)号: CN200910068078.[授权]
  61. 冯志勇, 陈世展, 王辉, 陈炬, 韩冷. 基于语义的Web服务关系网络系统, 2008.08.05,中国,申请(专利)号: CN200810054066.

获授软件著作权11项

  1. , 健康养老跨界服务价值表示及原型工具,1.0,天津大学,中国
  2. , 健康养老服务生态演化的计算实验模拟系统,1.0,天津大学,中国
  3. 2020SR0890300, 健康养老跨界服务系统,1.0,天津大学,中国
  4. 2017SR588195, Android应用权限分析及风险评估系统,1.0,天津大学,中国
  5. 2017SR597586, Web服务关系聚类系统,1.0,天津大学,中国
  6. 2017SR587230, 电子地图中大量车辆轨迹数据加载系统,1.0,天津大学,中国
  7. 2016SR161714, 专利演化分析系统,1.0,天津大学,中国
  8. 2015SR237737, 增量式社团发现软件系统,1.0,天津大学,中国
  9. 2013SR121456, 互联网web服务收集系统,1.0,天津大学,中国
  10. 2010SR008286, 图形化流程建模工具GraBMT,1.0,天津大学,中国
  11. 2010SR008287, 语义Web服务网络平台SWSNP,1.0,天津大学,中国
  12. 2010SR008292, 语义Web服务自动组合平台,SWSC,1.0,天津大学,中国
  13. 2010SR058273, 数据服务开发平台,DSDevl,1.0,天津大学 中国.
  14. 2010SR058484, 数据服务集成管理平台,DSMang,1.0,天津大学 中国.

教学工作


  1. 数据库原理 (48学时,必修课)
    选课对象:计算机学院本科生
    课程简介:数据库技术是信息社会中对大量数据进行组织与管理的重要技术手段及软件技术,是计算机学科的一个重要分支。本课程是计算机专业的专业基础课。主要内容包括:数据库系统的基本概念、关系数据库理论、结构化查询语言SQL、数据库设计、故障恢复、并发控制、安全性、数据库新技术新发展。
    教学目的:通过学习本课程,帮助学生了解数据库系统的基本原理,基本技术和基本方法,提供软件和应用开发人员必备的数据库知识。
    课程主页

  2. 软件工程 (40学时,必修课)
    选课对象:计算机学院本科生
    课程简介:软件工程是计算机学院本科生的专业核心课程。该课程具有抽象性、理论性、实践性较强的特点。课程以软件生命周期为主线,讲授传统软件工程理论、软件开发方法及开发过程,以此为基础讲授软件过程管理,软件质量。在此基础上重点讲授面向对象软件工程,介绍面向对象软件工程的基本理论、面向对象分析方法、UML统一建模过程、面向对象的设计理论与方法等相关内容。通过学习课程,学生能运用现代软件工程新型建模方法进行建模、并通过先进的平台工具进行工程化开发,建立较好的工程化意识,学会用工程化思想(包括技术、方法与环境)开发各种软件,为在实际工程中能够进行系统分析与设计奠定良好的基础。
    教学目的:通过学习本课程,帮助学生理解软件工程的基本概念、基本原理、开发软件项目的工程化的方法和技术及在开发过程中应遵循的流程、准则、标准和规范等工程知识。
    课程主页

  3. 计算机软件体系架构(32学时,选修课)
    选课对象:计算机和软件学院研究生
    课程简介:软件设计自从计算机诞生之日起,就存在着显式或是隐式的危机。而1968年,在Garmish召开的国际软件工程会议上,人们迫切地感到了软件危机给计算机软件产业的发展带来的巨大阻力。软件危机的两个最大的问题便是:随着计算机软件技术的日新月异,软件的规模越来越大,软件复杂度越来越高。伴随着这两个问题的日益突出,整个软件系统结构的设计与规格说明便显得比在早期软件开发中占有重要地位的算法选择和计算问题的数据结构更为重要。代码级别的软件复用已经远远不能满足大型软件开发的需求。由此便引入了软件体系结构这一概念。
    教学目的:通过学习该课程,帮助研究生了解计算机软件体系结构概念,初步掌握软件系统构架的分析与设计方法,提高软件设计的基本素养。
    课程主页

指导大学生创新实践活动

  1. 2021.05-2022.05    基于机器学习的开源代码搜索及质量评估
  2. 2020.05-2021.05    基于GitHub的大规模开放源代码可视化
  3. 2019.05-2020.05    Android应用权限异常挖掘与分析
  4. 2017.06-2018.05    挖掘和理解Android平台软件包
  5. 2014.06-2015.05    基于微信平台的自习室实时信息分理
  6. 2012.09-2013.10    面向Mashup的OpenAPI组织管理
  7. 2010.09-2011.10    基于OpenAPI 的微博客户端
  8. 2007.09-2008.10    (校级) 融合语义Web和社会化网络技术的Web服务注册中心研究


    已毕业博士

  1. 肖建茂,  2017.09-2021.07,   软件生态系统视角的移动App维护机制研究,  江西师范大学

    在学博士生

  1. 田家琛
  2. 王 超
  3. 张 璐
  4. 范国栋
  5. 岳耀明

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