博导     教授
数据科学与服务工程 负责人
国家重点研发项目首席科学家
中国计算机学会理事会理事
ACM中国天津分部主席
邮箱:zyfeng@tju.edu.cn
邮编:300350
个人简介
冯志勇  工学博士
中国计算机学会理事会理事
中国计算机学会杰出会员
中国计算机学会服务计算专业委员会副主任委员
中国计算机学会教育专业委员会资深常务委员
中国计算机学会软件工程专业委员会委员
ACM中国天津分部主席
国家重点研发项目首席科学家
主持完成国家、省部及横向科研项目二十多项
在AAAI、IJCAI、CVPR、WWW、ICWS、ICSOC、TSC、计算机学报、软件学报、电子学报、
计算机研究与发展等会议和期刊发表学术论文200多篇,拥有授权发明专利30多项。
知识工程(知识图谱)
面向各应用领域对知识图谱的需求,从知识的表示和存储等多个视角开展研究。即,研究面向多领域的知识图谱表示语言、框架和技术,大规模知识图谱的存储、查询和推理等。该方向在国家863项目《基于语义的大数据存储体系结构及关键技术》,以及多个国家自然科学基金项目的资助下自行研制了大规模分布式知识查询处理系统——Jingwei,语义大数据混合查询系统和平台。在AAAI、IJCAI、ICWS、JAIR等高水平学术会议和期刊上发表学术研究论文100多篇,获得国家发明专利10多项,完成《本体论工程及其应用》专著1部。
服务计算(云服务、移动互联网、社会计算)
面向网络化的人机物融合复杂信息系统,着重研究服务化软件体系架构下软件服务的推荐、集成和演化技术。即,语义化软件服务网络、软件服务的多终端切换、移动应用的演化机制、软件服务生态系统演化等。该方向获得了国家重点研发计划项目、国家863项目,以及多项国家自然科学基金的支持,自行研制了软件服务网络平台。在WWW、ICWS、ICSOC、SCC、 TSC等高水平会议和期刊上发表论文100多篇,获得国家发明专利20多项。
计算机认知
着重研究情感计算、基于行为的自然人重识别等。该方向是新开辟的探索性研究方向,获得国家自然科学基金项目,以及公司委托的各类等横向课题多项,在CVPR、PR、PRL、TCSVC、TMM等高水平会议和期刊发表论文50多篇。
在研项目
1. 健康养老跨界服务应用示范,国家科技部重点研发项目,2017YFB1401200,3227万元,2017.12.1-2020.11.30,首席科学家。
2. 价值驱动的软件服务持续迭代演化机理与关键技术,国家自然科学基金重点项目,61832014,272万元,2019.01-2023.12,项目负责人。
3. 基于通用GPU的RDF流数据推理架构和核心算法,国家自然科学基金面上项目,61672377,66万元,2017.01-2020.12,项目负责人。
结题项目
4. 基于GBase数据库的大数据多范型融合分析处理关键技术研究,天津市科技支撑计划重点项目,16YFZCGX00210,30万元,2016.4-2019.3,项目负责人。
5. 基于Linked Open Data的Web服务语义互操作关键技术,国家自然科学基金面上项目,61373035,67万元,2014.1-2017.12,项目负责人。
6. 基于语义的大数据存储体系结构及关键技术,国家863计划项目,2013AA013204, 392万元,2013-2015,课题负责人。
7. 面向Wiki的多维动态语义计算模型及关键技术研究,国家自然科学基金项目,61070202,32万元,2011.1-2013.12,项目负责人。
8. 智能化节能检测及监控系统在供热行业的示范应用,天津力源恒特节能环保技术服务有限公司,105万元,2012.1-2013.9,项目负责人。
9. 面向解决方案的服务重用与演化,08JCZDJC19800,天津市应用基础研究重点项目,20万元,2008-2010,项目负责人。
10. 瓷砖质量检测系统,一鼎科技有限公司,2010.3-2011.3,项目负责人。
11. 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项目,30万元,2008-2010。
12. 面向解决方案的服务架构和支撑环境,国家863计划项目,2007AA01Z130,100万元,2008-2009,项目负责人。
13. 基于语义Web的物流管理系统研究,06YFGZGX06300,天津市科技支撑计划项目,2006-2008。
14. 基于SOA的现代物流系统关键技术研究,07JCYBJC14000,天津市应用基础研究项目,2007-2009。
15. 面向语义网的新型软件体系及工具平台研究, 天津市基础研究重点项目,2004.3-2006.12,项目负责人。
16. 京津软件产业共同体发展规划,北京市、天津市两地科委,2005年2月-2005年5月,项目负责人。
17. 面向企业信息集成的开发平台研究,天津市重点攻关项目,2004.9-2006.9,项目负责人。
18. 电子信息领域高新技术及其产业化战略研究,天津市中长期发展规划战略研究项目,2004.6-2004.12, 副组长,执笔人。
19. 中国水墨画仿真绘制技术研究及其市场开发,天津市重点攻关项目,2002.10-2004.10,项目负责人。
20. Rapid Development Tools for Agent Based Information Systems,IBM大学合作研究基金,2002.12-2003.12,项目负责人。
21. 通用CSCW应用系统开发平台与工具组件,天津市重点攻关项目,2001.6-2002.12,已鉴定,排名第二。
22. 分布式建筑仿真设计虚拟现实系统,天津市重点攻关项目,2000.6-2001.12,已鉴定,排名第二。
23. 中外建发展股份有限公司CIMS应用示范工程初步设计,中外建发展股份有限公司,1999.7,排名第二。
24. 中外建发展股份有限公司CIMS应用示范工程应用实施(第一期工程),中外建发展股份有限公司,1999.10-2002.12,天津大学方项目负责人。
25. 中外建发展股份有限公司CIMS应用工程(二),中外建发展股份有限公司,2002.11-2003.12,项目负责人。
学术成果
1. Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Wanli Xue, Zhiyong Feng: SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes. Autonomous Agents and Multi-Agent Systems 33(4): 403-429 (2019)
2. Tingyu Song, Xiaohong Li, Zhiyong Feng, Guangquan Xu: Inferring Patterns for Taint-Style Vulnerabilities With Security Patches. IEEE Access 7: 52339-52349 (2019)
3. Changlong Wang, Zhiyong Feng, Xiaowang Zhang, Xin Wang, Guozheng Rao, Daoxun Fu: ComR: a combined OWL reasoner for ontology classification. Frontiers Comput. Sci. 13(1): 139-156 (2019)
4. Xiao Xue, Shufang Wang, Lejun Zhang, Zhiyong Feng: Evaluating of dynamic service matching strategy for social manufacturing in cloud environment. Future Generation Comp. Syst. 91: 311-326 (2019)
5. Meng Xing, Jing Hu, Zhiyong Feng, Yong Su, Weilong Peng, Jinqing Zheng: Dynamic hand gesture recognition using motion pattern and shape descriptors. Multimedia Tools Appl. 78(8): 10649-10672 (2019)
6. Jianhai Zhang, Zhiyong Feng, Yong Su, Meng Xing, Wanli Xue: Riemannian Spatio-Temporal Features of Locomotion for Individual Recognition. Sensors 19(1): 56 (2019)
7. Xiao Xue, Shufang Wang, Lejun Zhang, Zhiyong Feng, Yaodan Guo: Social Learning Evolution (SLE): Computational Experiment-Based Modeling Framework of Social Manufacturing. IEEE Trans. Industrial Informatics 15(6): 3343-3355 (2019)
8. Keman Huang, Jinhui Yao, Jia Zhang, Zhiyong Feng: When Human Service Meets Crowdsourcing: Emerging in Human Service Collaboration. IEEE Trans. Services Computing 12(3): 460-473 (2019)
9. Keman Huang, Jia Zhang, Wei Tan, Zhiyong Feng, Shizhan Chen: Optimizing Semantic Annotations for Web Service Invocation. IEEE Trans. Services Computing 12(4): 590-603 (2019)
10. Ying Wang, Jing Hu, Xiaohong Li, Zhiyong Feng: An Efficient Mutual Authentication Framework with Conditional Privacy Protection in VANET. CollaborateCom 2019: 799-815
11. Renhai Chen, Qiming Guan, Guohua Yan, Zhiyong Feng: Internal Structure Aware RDF Data Management in SSDs. DAC 2019: 240
12. Xiaowang Zhang, Mingyue Zhang, Peng Peng, Jiaming Song, Zhiyong Feng, Lei Zou: A Scalable Sparse Matrix-Based Join for SPARQL Query Processing. DASFAA (3) 2019: 510-514
13. Chunyan Wang, Weimin Ge, Xiaohong Li, Zhiyong Feng: DCT: Differential Combination Testing of Deep Learning Systems. ICANN (3) 2019: 697-710
14. Jianhai Zhang, Zhiyong Feng, Yong Su, Meng Xing: Discriminative Saliency-pose-attention Covariance for Action Recognition. ICASSP 2019: 2132-2136
15. Yong Su, Zhiyong Feng: Spatio-Temporal Multi-Factor Discriminant Analysis for Individual Identification. ICME 2019: 556-561
16. Hongyue Wu, Shuiguang Deng, Wei Li, Jianwei Yin, Xiaohong Li, Zhiyong Feng, Albert Y. Zomaya: Mobility-Aware Service Selection in Mobile Edge Computing Systems. ICWS 2019: 201-208
17. Chao Wang, Shizhan Chen, Zhiyong Feng, Yanan Jiang, Xiao Xue: Block Chain-Based Data Audit and Access Control Mechanism in Service Collaboration. ICWS 2019: 214-218
18. Siying Guo, Chao Xu, Shizhan Chen, Xiao Xue, Zhiyong Feng, Shiping Chen: Crossover Service Fusion Approach Based on Microservice Architecture. ICWS 2019: 237-241
19. Xiaowang Zhang, Qiang Gao, Zhiyong Feng: InteractionNN: A Neural Network for Learning Hidden Features in Sparse Prediction. IJCAI 2019: 4334-4340
20. Dongxiao He, Wenze Song, Di Jin, Zhiyong Feng, Yuxiao Huang: An End-to-End Community Detection Model: Integrating LDA into Markov Random Field via Factor Graph. IJCAI 2019: 5730-5736
21. Yusen Liu, Fangyuan He, Haodi Zhang, Guozheng Rao, Zhiyong Feng, Yi Zhou: How Well Do Machines Perform on IQ tests: a Comparison Study on a Large-Scale Dataset. IJCAI 2019: 6110-6116
22. Zhiyong Feng:Integration Platform of Health Services in an Aging Society. SERVICES 2019: 247
23. Xianghui Wang, Zhiyong Feng, Keman Huang: D3L-Based Service Runtime Self-Adaptation Using Replanning. IEEE Access 6: 14974-14995 (2018)
24. Qi An, Zhiyong Feng, Shizhan Chen, Keman Huang: A Green Self-Adaptive Approach for Online Map Matching. IEEE Access 6: 51456-51469 (2018)
25. Xiaohong Li, Feng Liu, Zhiyong Feng, Guangquan Xu, Zhangjie Fu: A novel optimized vertical handover framework for seamless networking integration in cyber-enabled systems. Future Generation Comp. Syst. 79: 417-430 (2018)
26. Guozheng Rao, Weihang Huang, Zhiyong Feng, Qiong Cong: LSTM with sentence representations for document-level sentiment classification. Neurocomputing 308: 49-57 (2018)
27. Xiaowang Zhang, Zhiyong Feng, Wenrui Wu, Xin Wang, Guozheng Rao: PROSE: A Plugin-Based Framework for Paraconsistent Reasoning on Semantic Web. Int. J. Semantic Web Inf. Syst. 14(1): 121-139 (2018)
28. Zhuobing Han, Xiaohong Li, Keman Huang, Zhiyong Feng: A Software Defined Network-Based Security Assessment Framework for CloudIoT. IEEE Internet of Things Journal 5(3): 1424-1434 (2018)
29. Ran Wang, Guangquan Xu, Xianjiao Zeng, Xiaohong Li, Zhiyong Feng: TT-XSS: A novel taint tracking based dynamic detection framework for DOM Cross-Site Scripting. J. Parallel Distrib. Comput. 118(Part): 100-106 (2018)
30. Wanli Xue, Zhiyong Feng, Chao Xu, Zhaopeng Meng, Chengwei Zhang: Adaptive Object Tracking via Multi-Angle Analysis Collaboration. Sensors 18(11): 3606 (2018)
31. Xiao Xue, Giagia Gao, Shufang Wang, Zhiyong Feng: Service Bridge: Transboundary Impact Evaluation Method of Internet. IEEE Trans. Comput. Social Systems 5(3): 758-772 (2018)
32. Wanli Xue, Chao Xu, Zhiyong Feng: Robust Visual Tracking via Multi-Scale Spatio-Temporal Context Learning. IEEE Trans. Circuits Syst. Video Techn. 28(10): 2849-2860 (2018)
33. Yong Su, Zhiyong Feng, Jianhai Zhang, Weilong Peng, Meng Xing: Sequential Articulated Motion Reconstruction from a Monocular Image Sequence. TOMCCAP 14(1s): 23:1-23:21 (2018)
34. Ru Wang, Shizhan Chen, Zhiyong Feng, Keman Huang: A Client MicroServices Automatic Collaboration Framework Based on Fine-Grained APP. SCC 2018: 25-32
35. Dongxiao He, Xinxin You, Zhiyong Feng, Di Jin, Xue Yang, Weixiong Zhang: A Network-Specific Markov Random Field Approach to Community Detection. AAAI 2018: 306-313
36. Haokun Chen, Xiaowang Zhang, Jiahui Zhang, Zhiyong Feng: A Hybrid Framework for Query Processing and Data Analytics on Spark. APWeb/WAIM Workshops 2018: 159-173
37. Guozheng Rao, Bo Zhao, Xiaowang Zhang, Zhiyong Feng, Guohui Xiao: PRSPR: An Adaptive Framework for Massive RDF Stream Reasoning. APWeb/WAIM (1) 2018: 440-448
38. Chengwei Zhang, Xiaohong Li, Jianye Hao, Sandip Sen, Wanli Xue, Zhiyong Feng: The Dynamics of Opinion Evolution in Gossiper-Media Model with WoLS-CALA Learning. AAMAS 2018: 2159-2161
39. Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Zhiyong Feng: SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions. AAMAS 2018: 2162-2164
40. Qing Cong, Zhiyong Feng, Fang Li, Yang Xiang, Guozheng Rao, Cui Tao: X-A-BiLSTM: a Deep Learning Approach for Depression Detection in Imbalanced Data. BIBM 2018: 1624-1627
41. Qing Cong, Zhiyong Feng, Fang Li, Li Zhang, Guozheng Rao, Cui Tao: Constructing Biomedical Knowledge Graph Based on SemMedDB and Linked Open Data. BIBM 2018: 1628-1631
42. Guozheng Rao, Bo Zhao, Xiaowang Zhang, Zhiyong Feng: FedQL: A Framework for Federated Queries Processing on RDF Stream and Relational Data. DASFAA Workshops 2018: 141-155
43. Muhammad Qasim Yasin, Xiaowang Zhang, Rafiul Haq, Zhiyong Feng, Sofonias Yitagesu: A Comprehensive Study for Essentiality of Graph Based Distributed SPARQL Query Processing. DASFAA Workshops 2018: 156-170
44. Sofonias Yitagesu, Zhiyong Feng, Million Meshesha, Getachew Mekuria, Muhammad Qasim Yasin: Developing Knowledge-Based Systems Using Data Mining Techniques for Advising Secondary School Students in Field of Interest Selection. DASFAA Workshops 2018: 171-183
45. Yong Su, Zhiyong Feng, Meng Xing: Spatio-Temporal Large Margin Nearest Neighbor (ST-LMNN) Based on Riemannian Features for Individual Identification. ICME 2018: 1-6
46. Jianmao Xiao, Shizhan Chen, Zhiyong Feng, Jian Yang: AppNet: A Large-Scale Multi-layer Heterogeneous Complex App Network for Intelligent Program Search. ICSOC Workshops 2018: 394-399
47. Lijing Zhang, Xiaowang Zhang, Zhiyong Feng: An Embedding-Based Approach to Recommending SPARQL Queries. ICTAI 2018: 991-998
48. Xianghui Wang, Zhiyong Feng, Shizhan Chen, Keman Huang: DKEM: A Distributed Knowledge Based Evolution Model for Service Ecosystem. ICWS 2018: 1-8
49. Xuehao Sun, Shizhan Chen, Zhiyong Feng, Weimin Ge, Keman Huang: A Service Annotation Quality Improvement Approach Based on Efficient Human Intervention. ICWS 2018: 107-114
50. Dongxiao He, Xue Yang, Zhiyong Feng, Shizhan Chen, Keman Huang, Zhenzhu Wang, Françoise Fogelman-Soulié: A Probabilistic Model for Service Clustering - Jointly Using Service Invocation and Service Characteristics. ICWS 2018: 302-305
51. Xiaoli Hu, Zhiyong Feng, Shizhan Chen, Dongxiao He, Keman Huang: Quantifying the Emergence of New Domains: Using Cybersecurity as a Case. KSEM (2) 2018: 324-336
52. Dongxiao He, Xue Yang, Zhiyong Feng, Shizhan Chen, Françoise Fogelman-Soulié: A Network Embedding-Enhanced Approach for Generalized Community Detection. KSEM (2) 2018: 383-395
53. Dinan Zhang, Shizhan Chen, Qiang He, Zhiyong Feng, Keman Huang: What Strokes to Modify in the Painting? Code Changes Prediction for Object-Oriented Software. SATE 2018: 103-119
54. Haokun Chen, Xiaowang Zhang, Zhiyong Feng: An Ontology-based Approach to Adaptive Data Processing. International Semantic Web Conference (P&D/Industry/BlueSky) 2018
55. Fangyuan He, Yi Zhou, Haodi Zhang, Zhiyong Feng: Dual-enhanced Word Representations Based on Knowledge Base. International Semantic Web Conference (P&D/Industry/BlueSky) 2018
56. Chenhong Meng, Xiaowang Zhang, Guohui Xiao, Zhiyong Feng, Guilin Qi: gOWL: A Fast Ontology-Mediated Query Answering. International Semantic Web Conference (P&D/Industry/BlueSky) 2018
57. Lijing Zhang, Xiaowang Zhang, Leyuan Zhao, Jiachen Tian, Shizhan Chen, Hong Wu, Kewen Wang, Zhiyong Feng: An Embedding-based System to Constructing OWL ontologies. International Semantic Web Conference (P&D/Industry/BlueSky) 2018
58. Gaosheng Liu, Xin Wang, Xiaohong Li, Jianye Hao, Zhiyong Feng: ESRQ: An Efficient Secure Routing Method in Wireless Sensor Networks Based on Q-Learning. TrustCom/BigDataSE 2018: 149-155
59. Zhuobing Han, Xiaohong Li, Hongtao Liu, Zhenchang Xing, Zhiyong Feng: DeepWeak: Reasoning common software weaknesses via knowledge graph embedding. SANER 2018: 456-466
60. Qiang Xu, Xin Wang, Yueqi Xin, Zhiyong Feng, Renhai Chen: PDSM: Pregel-Based Distributed Subgraph Matching on Large Scale RDF Graphs. WWW (Companion Volume) 2018: 17-18
61. Yueqi Xin, Bingyi Zhang, Xin Wang, Qiang Xu, Zhiyong Feng: P3RPQ: Pregel-Based Parallel Provenance-Aware Regular Path Query Processing on Large RDF Graphs. WWW (Companion Volume) 2018: 19-20
62. Jiaming Song, Xiaowang Zhang, Peng Peng, Zhiyong Feng, Lei Zou: MapSQ: A Plugin-based MapReduce Framework for SPARQL Queries on GPU. WWW (Companion Volume) 2018: 81-82
63. Lijing Zhang, Xiaowang Zhang, Zhiyong Feng: TrQuery: An Embedding-based Framework for Recommanding SPARQL Queries. CoRR abs/1806.06205 (2018)
64. Xiaowang Zhang, Mingyue Zhang, Peng Peng, Jiaming Song, Zhiyong Feng, Lei Zou: gSMat: A Scalable Sparse Matrix-based Join for SPARQL Query Processing. CoRR abs/1807.07691 (2018)
65. Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Zhiyong Feng, Wanli Xue, Rong Chen: SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions. CoRR abs/1809.06625 (2018)
66. Xiaocao Hu, Zhiyong Feng, Shizhan Chen, Keman Huang, Jianqiang Li, Mengchu Zhou: Accurate Identification of Ontology Alignments at Different Granularity Levels. IEEE Access 5: 105-120 (2017)
67. Guangquan Xu, Yan Cao, Yuanyuan Ren, Xiaohong Li, Zhiyong Feng: Network Security Situation Awareness Based on Semantic Ontology and User-Defined Rules for Internet of Things. IEEE Access 5: 21046-21056 (2017)
68. Chengwei Zhang, Xiaohong Li, Shuxin Li, Zhiyong Feng: Dynamically analyzing cell interactions in biological environments using multiagent social learning framework. J. Biomedical Semantics 8-S(1): 43-52 (2017)
69. Xiaowang Zhang, Zhiyong Feng, Wenrui Wu, Mokarrom Hossain, Wendy MacCaull: On the Satisfiability of Quasi-Classical Description Logics. Computing and Informatics 36(6): 1415-1446 (2017)
70. Xianghui Wang, Zhiyong Feng, Keman Huang, Wei Tan: An automatic self-adaptation framework for service-based process based on exception handling. Concurrency and Computation: Practice and Experience 29(5) (2017)
71. Qi Guo, Xiaohong Li, Guangquan Xu, Zhiyong Feng: MP-MID: Multi-Protocol Oriented Middleware-level Intrusion Detection method for wireless sensor networks. Future Generation Comp. Syst. 70: 42-47 (2017)
72. Xiaowang Zhang, Kewen Wang, Zhe Wang, Yue Ma, Guilin Qi, Zhiyong Feng: A distance-based framework for inconsistency-tolerant reasoning and inconsistency measurement in DL-Lite. Int. J. Approx. Reasoning 89: 58-79 (2017)
73. Guangquan Xu, Gaoxu Zhang, Chao Xu, Bin Liu, Mingquan Li, Yan Ren, Xiaohong Li, Zhiyong Feng, Degan Zhang: A multi-attribute rating based trust model: improving the personalized trust modeling framework. Multimedia Tools Appl. 76(4): 5833-5849 (2017)
74. Jinqing Zheng, Zhiyong Feng, Chao Xu, Jing Hu, Weimin Ge: Fusing shape and spatio-temporal features for depth-based dynamic hand gesture recognition. Multimedia Tools Appl. 76(20): 20525-20544 (2017)
75. Jianrui Lin, Zhiyong Feng, Shizhan Chen, Keman Huang, Wei Tan, Xiaohong Li: ATM: A Framework to Support Application State Migration in Multiple Terminals Environment. SCC 2017: 188-195
76. Dongxiao He, Zhiyong Feng, Di Jin, Xiaobao Wang, Weixiong Zhang: Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents. AAAI 2017: 116-124
77. Xiaohong Li, Shuxin Li, Jianye Hao, Zhiyong Feng, Bo An: Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack. AAAI 2017: 593-599
78. Qiang Xu, Xin Wang, Junhu Wang, Yajun Yang, Zhiyong Feng: Semantic-Aware Partitioning on RDF Graphs. APWeb/WAIM (1) 2017: 149-157
79. Zhenyu Zhao, Guozheng Rao, Zhiyong Feng: DFDS: A Domain-Independent Framework for Document-Level Sentiment Analysis Based on RST. APWeb/WAIM (1) 2017: 297-310
80. Qiong Li, Xiaowang Zhang, Zhiyong Feng: An Adaptive Framework for RDF Stream Processing. APWeb/WAIM (1) 2017: 427-443
81. Jiaying Feng, Chenhong Meng, Jiaming Song, Xiaowang Zhang, Zhiyong Feng, Lei Zou: SPARQL Query Parallel Processing: A Survey. BigData Congress 2017: 444-451
82. Changlong Wang, Xiaowang Zhang, Zhiyong Feng, Hongwu Qin: A Graph-Based Approach to Incremental Classification in OWL 2 QL Ontology. CCKS 2017: 18-29
83. Xiaocao Hu, Zhiyong Feng, Keman Huang, Shizhan Chen: Supporting Interoperability among Web Services Through Efficient Matching. COMPSAC (1) 2017: 557-566
84. Weilong Peng, Zhiyong Feng, Chao Xu, Yong Su: Parametric T-Spline Face Morphable Model for Detailed Fitting in Shape Subspace. CVPR 2017: 5515-5523
85. Xiaohong Li, Ru Cao, Jianye Hao, Zhiyong Feng: A Prediction and Learning Based Approach to Network Selection in Dynamic Environments. ICANN (1) 2017: 92-100
86. Wei Yang, Xiaohong Li, Zhiyong Feng, Jianye Hao: TLSsem: A TLS Security-Enhanced Mechanism against MITM Attacks in Public WiFis. ICECCS 2017: 30-39
87. Yunhao Liu, Xiaohong Li, Zhiyong Feng, Jianye Hao: An Improved Android Collusion Attack Detection Method Based on Program Slicing. ICFEM 2017: 315-331
88. Zhuobing Han, Xiaohong Li, Zhenchang Xing, Hongtao Liu, Zhiyong Feng: Learning to Predict Severity of Software Vulnerability Using Only Vulnerability Description. ICSME 2017: 125-136
89. Weixin Yuan, Zhiyong Feng, Shizhan Chen, Keman Huang, Jinhui Yao: What Biscuits to Put in the Basket? Features Prediction in Release Management for Android System. ICWS 2017: 73-80
90. Shuxin Li, Xiaohong Li, Jianye Hao, Bo An, Zhiyong Feng, Kangjie Chen, Chengwei Zhang: Defending Against Man-In-The-Middle Attack in Repeated Games. IJCAI 2017: 3742-3748
91. Huijuan He, Xiaohong Li, Zhiyong Feng, Jianye Hao, Xiaofei Wang, Haijun Zhang: An Adaptive Handover Trigger Strategy for 5G C/U Plane Split Heterogeneous Network. MASS 2017: 476-480
92. Hongbo Li, Xiaohong Li, Jianye Hao, Guangquan Xu, Zhiyong Feng, Xiaofei Xie: FESR: A Framework for Eliciting Security Requirements Based on Integration of Common Criteria and Weakness Detection Formal Model. QRS 2017: 352-363
93. Jiangjuan Wang, Xiaohong Li, Zhiyong Feng, Jianye Hao, Guangquan Xu, Zhuobing Han: Automated Software Security Requirements Recommendation Based on FT-SR Model. SEKE 2017: 382-385
94. Qiong Li, Xiaowang Zhang, Zhiyong Feng, Guohui Xiao: An Adaptive Framework for RDF Stream Reasoning. International Semantic Web Conference (Posters, Demos & Industry Tracks) 2017
95. Wenwen Li, Bingyi Zhang, Guozheng Rao, Renhai Chen, Zhiyong Feng: Hash Tree Indexing for Fast SPARQL Query in Large Scale RDF Data Management Systems. International Semantic Web Conference (Posters, Demos & Industry Tracks) 2017
96. Jiahui Zhang, Xiaowang Zhang, Zhiyong Feng: A Path Querying Language for Federation of RDF and Relational Database. WebDB 2017: 41-46
97. Qiong Li, Xiaowang Zhang, Zhiyong Feng: PRSP: A Plugin-based Framework for RDF Stream Processing. WWW (Companion Volume) 2017: 815-816
98. Mingyue Zhang, Renhai Chen, Xiaowang Zhang, Zhiyong Feng, Guozheng Rao, Xin Wang: Intelligent RDD Management for High Performance In-Memory Computing in Spark. WWW (Companion Volume) 2017: 873-874
99. Qiong Li, Xiaowang Zhang, Zhiyong Feng: PRSP: A Plugin-based Framework for RDF Stream Processing. CoRR abs/1701.03854 (2017)
100. Xiaowang Zhang, Jiahui Zhang, Zhiyong Feng: hMDAP: A Hybrid Framework for Multi-paradigm Data Analytical Processing on Spark. CoRR abs/1701.04182 (2017)
101. Jiaying Feng, Xiaowang Zhang, Zhiyong Feng: MapSQ: A MapReduce-based Framework for SPARQL Queries on GPU. CoRR abs/1702.03484 (2017)
102. Jinglian Liang, Chao Xu, Zhiyong Feng, Xirong Ma: Affective interaction recognition using spatio-temporal features and context. Computer Vision and Image Understanding 144: 155-165 (2016)
103. Chao Xu, Zhiyong Feng, Zhao-Peng Meng: Affective experience modeling based on interactive synergetic dependence in big data. Future Generation Comp. Syst. 54: 507-517 (2016)
104. Guangquan Xu, Yuanyuan Ren, Yuanbin Han, Xiaohong Li, Zhiyong Feng: Privacy Protection Method Based on Two-Factor Authentication Protocol in FRID Systems. IEICE Transactions 99-D(8): 2019-2026 (2016)
105. Chao Li, Chao Xu, Zhiyong Feng: Analysis of physiological for emotion recognition with the IRS model. Neurocomputing 178: 103-111 (2016)
106. Weilong Peng, Chao Xu, Zhiyong Feng: 3D face modeling based on structure optimization and surface reconstruction with B-Spline. Neurocomputing 179: 228-237 (2016)
107. Xiaohong Li, Jiayi Xu, Guangquan Xu, Jianye Hao, Xiaoru Li, Zhiyong Feng, Honghao Gao: Fepchecker: An Automatic Model Checker for Verifying Fairness and Non-Repudiation of Security Protocols in Web Service. International Journal of Software Engineering and Knowledge Engineering 26(4): 563-586 (2016)
108. Chao Li, Zhiyong Feng, Yahong Han: Image attribute learning with ontology guided fused lasso. Multimedia Tools Appl. 75(12): 7029-7043 (2016)
109. Chao Li, Zhiyong Feng, Chao Xu: Error-correcting output codes for multi-label emotion classification. Multimedia Tools Appl. 75(22): 14399-14416 (2016)
110. Keman Huang, Jinhui Yao, Jia Zhang, Zhiyong Feng: Human-as-a-Service: Growth in Human Service Ecosystem. SCC 2016: 90-97
111. Kai Zhang, Zhiyong Feng, Shizhan Chen, Keman Huang, Guiling Wang: A Framework for Passengers Demand Prediction and Recommendation. SCC 2016: 340-347
112. Jinjing Han, Zhiyong Feng, Shizhan Chen, Keman Huang: A Framework for Permission Recommendation and Risk Evaluation Based on Skewness-Based Filtering. SCC 2016: 774-777
113. Guangquan Xu, Yan Cao, Yao Zhang, Gaoxu Zhang, Xiaohong Li, Zhiyong Feng: TRM: Computing Reputation Score by Mining Reviews. AAAI Workshop: Incentives and Trust in Electronic Communities 2016
114. Fangfang Liu, Yi Bi, Md. Solimul Chowdhury, Jia-Huai You, Zhiyong Feng: Flexible Approximators for Approximating Fixpoint Theory. Canadian Conference on AI 2016: 224-236
115. Xuanxing Yang, Guozheng Rao, Zhiyong Feng: Timely Detection of Temporal Relations in RDF Stream Processing Scenario. APWeb/WAIM Workshops 2016: 172-182
116. Zhihui Liu, Zhiyong Feng, Xiaowang Zhang, Xin Wang, Guozheng Rao: RORS: Enhanced Rule-Based OWL Reasoning on Spark. APWeb (2) 2016: 444-448
117. Shuo Jiang, Zhiyong Feng, Xiaowang Zhang, Xin Wang, Guozheng Rao: A Multi-dimension Weighted Graph-Based Path Planning with Avoiding Hotspots. CCKS 2016: 15-26
118. Xiaohong Li, Chengwei Zhang, Jianye Hao, Karl Tuyls, Siqi Chen, Zhiyong Feng: Socially-Aware Multiagent Learning: Towards Socially Optimal Outcomes. ECAI 2016: 533-541
119. Xin Zhang, Xiaohong Li, Zhiyong Feng, Guangquan Xu: Universal Analysis and Detection Framework for Location Aided Routing. ICECCS 2016: 145-154
120. Keman Huang, Jinjing Han, Shizhan Chen, Zhiyong Feng: A Skewness-Based Framework for Mobile App Permission Recommendation and Risk Evaluation. ICSOC 2016: 252-266
121. Siwen Yin, Shizhan Chen, Zhiyong Feng, Keman Huang, Dongxiao He, Peng Zhao, Michael Ying Yang: Node-Grained Incremental Community Detection for Streaming Networks. ICTAI 2016: 585-592
122. Xiaowang Zhang, Zhenyu Song, Zhiyong Feng, Xin Wang: PIWD: A Plugin-based Framework for Well-Designed SPARQL (Extended Abstract). JIST (Workshops & Posters) 2016: 62-65
123. Xiaowang Zhang, Zhenyu Song, Zhiyong Feng, Xin Wang: PIWD: A Plugin-Based Framework for Well-Designed SPARQL. JIST 2016: 213-228
124. Zhihui Liu, Weimen Ge, Xiaowang Zhang, Zhiyong Feng: Enhancing Rule-based OWL Reasoning on Spark. International Semantic Web Conference (Posters & Demos) 2016
125. Zhenyu Song, Xiaowang Zhang, Zhiyong Feng: PRONA: A Plugin for Well-Designed Approximate Queries in Jena. International Semantic Web Conference (Posters & Demos) 2016
126. Changlong Wang, Xiaowang Zhang, Zhiyong Feng: Structure-guiding Modular Reasoning for Expressive Ontologies. International Semantic Web Conference (Posters & Demos) 2016
127. Xiaowang Zhang, Zhiyong Feng, Xin Wang, Guozheng Rao, Wenrui Wu: Context-Free Path Queries on RDF Graphs. International Semantic Web Conference (1) 2016: 632-648
128. Junzhao Zhang, Bingyi Zhang, Xiaowang Zhang, Zhiyong Feng: IRSMG: Accelerating Inexact RDF Subgraph Matching on the GPU. International Semantic Web Conference (Posters & Demos) 2016
129. Ren Zhao, Xiaohong Li, Guangquan Xu, Zhiyong Feng, Jianye Hao: E-SSL: An SSL Security-Enhanced Method for Bypassing MITM Attacks in Mobile Internet. SOFL+MSVL 2016: 101-120
130. Kunding Fang, Xiaohong Li, Jianye Hao, Zhiyong Feng: Formal Modeling and Verification of Security Protocols on Cloud Computing Systems Based on UML 2.3. Trustcom/BigDataSE/ISPA 2016: 852-859
131. Zhenyu Song, Zhiyong Feng, Xiaowang Zhang, Xin Wang, Guozheng Rao: Efficient Approximation of Well-Designed SPARQL Queries. WAIM Workshops 2016: 315-327
132. Xingwang Han, Zhiyong Feng, Xiaowang Zhang, Xin Wang, Guozheng Rao, Shuo Jiang: On the statistical analysis of practical SPARQL queries. WebDB 2016: 2
133. Weilong Peng, Zhiyong Feng, Chao Xu: B-spline Shape from Motion & Shading: An Automatic Free-form Surface Modeling for Face Reconstruction. CoRR abs/1601.05644 (2016)
134. Xingwang Han, Zhiyong Feng, Xiaowang Zhang, Xin Wang, Guozheng Rao, Shuo Jiang: On the Statistical Analysis of Practical SPARQL Queries. CoRR abs/1603.06729 (2016)
135. Zhenyu Song, Zhiyong Feng, Xiaowang Zhang, Xin Wang, Guozheng Rao: Efficient Approximation of Well-Designed SPARQL Queries. CoRR abs/1603.06732 (2016)
136. Zhihui Liu, Zhiyong Feng, Xiaowang Zhang, Xin Wang, Guozheng Rao: RORS: Enhanced Rule-based OWL Reasoning on Spark. CoRR abs/1605.02824 (2016)
137. Xiaowang Zhang, Zhenyu Song, Zhiyong Feng: PIWD: A Plugin-based Framework for Well-Designed SPARQL. CoRR abs/1607.07967 (2016)
138. Xiaowang Zhang, Jiahui Zhang, Muhammad Qasim Yasin, Wenrui Wu, Zhiyong Feng: Path discovery by Querying the federation of Relational Database and RDF Graph. CoRR abs/1610.07707 (2016)
139. Zhiyong Feng, Bo Lan, Zhen Zhang, Shizhan Chen: A Study of Semantic Web Services Network. Comput. J. 58(6): 1293-1305 (2015)
140. Jinglian Liang, Chao Xu, Zhiyong Feng, Xirong Ma: Hidden Markov Model Decision Forest for Dynamic Facial Expression Recognition. IJPRAI 29(7) (2015)
141. Chao Xu, Wenyuan Tao, Zhao-Peng Meng, Zhiyong Feng: Robust visual tracking via online multiple instance learning with Fisher information. Pattern Recognition 48(12): 3917-3926 (2015)
142. Xiaocao Hu, Zhiyong Feng, Keman Huang, Shizhan Chen: Classification Based Parameter Association for Non-redundant Annotation. SCC 2015: 688-695
143. Zhiyuan Li, Zhiyong Feng, Xin Wang, Yuan-Fang Li, Guozheng Rao: Analyzing the Evolution of Ontology Versioning Using Metrics. IEEE WISA 2015: 112-115
144. Xiaocao Hu, Zhiyong Feng, Shizhan Chen, Keman Huang: Automated Clarification of Constraints in Web Services for Accurate Service Reuse. APSCC 2015: 76-91
145. Guangquan Xu, Bin Liu, Yuanyuan Ren, Runhe Huang, Gaoxu Zhang, Zhiyong Feng, Xiaohong Li: Towards Trustworthy Participants in Social Participatory Networks. CSCloud 2015: 194-199
146. Xuedong Lyu, Xin Wang, Yuan-Fang Li, Zhiyong Feng: FFD-Index: An Efficient Indexing Scheme for Star Subgraph Matching on Large RDF Graphs. DASFAA Workshops 2015: 240-245
147. Qi Guo, Xiaohong Li, Zhiyong Feng, Guangquan Xu: MPOID: Multi-protocol Oriented Intrusion Detection Method for Wireless Sensor Networks. HPCC/CSS/ICESS 2015: 1512-1517
148. Guangquan Xu, Yuanyuan Ren, Bin Liu, Gaoxu Zhang, Xiaohong Li, Zhiyong Feng: PEM4RFID: Privacy Enhancement Model for RFID Systems. ICA3PP (3) 2015: 682-694
149. Shaoguang Geng, Xiaohong Li, Zhiyong Feng, Da-Zhi Sun: Web Application Architecture Security Evaluation Method Based on AADL. ICECCS 2015: 186-189
150. Juan Chen, Zhiyong Feng, Shizhan Chen, Keman Huang, Wei Tan, Jia Zhang: A Novel Lifecycle Framework for Semantic Web Service Annotation Assessment and Optimization. ICWS 2015: 361-368
151. Wenrui Wu, Zhiyong Feng, Xiaowang Zhang, Xin Wang, Guozheng Rao: PROSE: A Plugin-Based Paraconsistent OWL Reasoner. JIST 2015: 255-270
152. Keman Huang, Jia Zhang, Wei Tan, Zhiyong Feng: An Empirical Analysis of Contemporary Android Mobile Vulnerability Market. IEEE MS 2015: 182-189
153. Dongdong Tian, Xiaohong Li, Jing Hu, Guangquan Xu, Zhiyong Feng: POSTER: API-Level Multi-policy Access Control Enforcement for Android Middleware. SecureComm 2015: 559-562
154. Changlong Wang, Zhiyong Feng, Guozheng Rao, Xin Wang, Xiaowang Zhang: From Datalog Reasoning to Modular Structure of an Ontology. International Semantic Web Conference (Posters & Demos) 2015
155. Changlong Wang, Zhiyong Feng, Guozheng Rao, Xin Wang, Xiaowang Zhang: Updating Direct Graph for Incremental Reasoning in OWL 2 QL Ontology. International Semantic Web Conference (Posters & Demos) 2015
156. Jiaojiao Song, Xiaohong Li, Jing Hu, Guangquan Xu, Zhiyong Feng: Dynamic Trust Evaluation of Wireless Sensor Networks Based on Multi-factor. TrustCom/BigDataSE/ISPA (1) 2015: 33-40
157. Guangquan Xu, Yan Ren, Gaoxu Zhang, Bin Liu, Xiaohong Li, Zhiyong Feng: HyCPK: Securing Identity Authentication in Ubiquitous Computing. UIC/ATC/ScalCom 2015: 239-246
158. Xuedong Lyu, Xin Wang, Yuan-Fang Li, Zhiyong Feng, Junhu Wang: GraSS: An Efficient Method for RDF Subgraph Matching. WISE (1) 2015: 108-122
159. Xiang Li, Zhiyong Feng, Keman Huang, Shizhan Chen: Ajax API Self-adaptive Framework for End-to-end User. WWW (Companion Volume) 2015: 211-214
160. Xiaowang Zhang, Zhiyong Feng, Xin Wang, Guozheng Rao: Context-Free Path Queries on RDF Graphs. CoRR abs/1506.00743 (2015)
161. Yuanbin Han, Shizhan Chen, Zhiyong Feng: Mining Integration Patterns of Programmable Ecosystem with Social Tags. J. Grid Comput. 12(2): 265-283 (2014)
162. Chao Xu, Qinghua Hu, Guangquan Xu, Zhiyong Feng: An approach to facial expression analysis with multi-model interactions. Int. J. Comput. Math. 91(11): 2329-2340 (2014)
163. Chengwei Zhang, Xiaohong Li, Jing Hu, Zhiyong Feng, Jiaojiao Song: Formal Modeling and Analysis of Fairness Characterization of E-Commerce Protocols. J. Applied Mathematics 2014: 138370:1-138370:10 (2014)
164. Xiaoru Li, Xiaohong Li, Guangquan Xu, Jing Hu, Zhiyong Feng: Formal Analysis of Fairness for Optimistic Multiparty Contract Signing Protocol. J. Applied Mathematics 2014: 983204:1-983204:10 (2014)
165. Xiaocao Hu, Zhiyong Feng, Shizhan Chen: Automatic Construction of Service Network based on OpenCyc. Int. J. Web Service Res. 11(4): 1-18 (2014)
166. Xiaohong Li, Ke He, Zhiyong Feng, Guangquan Xu: Unified threat model for analyzing and evaluating software threats. Security and Communication Networks 7(10): 1454-1466 (2014)
167. Jian Zhou, Xin Wang, Zhiyong Feng: AxiomVis: An Axiom-Oriented Ontology Visualization Tool. CSWS 2014: 156-166
168. Gang Shen, Xiaohong Li, Ruitao Feng, Guangquan Xu, Jing Hu, Zhiyong Feng: An Extended UML Method for the Verification of Security Protocols. ICECCS 2014: 19-28
169. Xiaofei Wu, Xiaohong Li, Ruitao Feng, Guangquan Xu, Jing Hu, Zhiyong Feng: OOPN-SRAM: A Novel Method for Software Risk Assessment. ICECCS 2014: 150-153
170. Xiaocao Hu, Zhiyong Feng, Shizhan Chen: Constraints Based Web Service Semantic Augmentation. ICWS 2014: 702-703
171. Yi Bi, Jia-Huai You, Zhiyong Feng: A Generalization of Approximation Fixpoint Theory and Application. RR 2014: 45-59
172. Haofeng Jiao, Xiaohong Li, Lei Zhang, Guangquan Xu, Zhiyong Feng: Hybrid Detection Using Permission Analysis for Android Malware. SecureComm (1) 2014: 541-545
173. Chao Li, Zhiyong Feng, Chao Xu: Physiological-based emotion recognition with IRS model. SMARTCOMP 2014: 208-215
174. Yadan Lv, Zhiyong Feng, Chao Xu: Facial expression recognition via deep learning. SMARTCOMP 2014: 303-308
175. Xiaofei Xie, Xiaohong Li, Yang Liu, Li Li, Ruitao Feng, Zhiyong Feng: Automatic Verification for Later-Correspondence of Security Protocols. SOFL+MSVL 2014: 111-126
176. Zhen Zhang, Zhiyong Feng, Shizhan Chen: Domain-Oriented Evaluation and Prediction for Documentation Quality of Web Services. SOSE 2014: 250-257
177. Zhuobing Han, Xiaohong Li, Ruitao Feng, Jing Hu, Guangquan Xu, Zhiyong Feng: A Three-Dimensional Model for Software Security Evaluation. TASE 2014: 34-41
178. Shuai Zhao, Xiaohong Li, Guangquan Xu, Lei Zhang, Zhiyong Feng: Attack Tree Based Android Malware Detection with Hybrid Analysis. TrustCom 2014: 380-387
179. Hongbin Pei, Xiaohong Li, Guangquan Xu, Zhiyong Feng: Mining Specification of Insecure Browser Extension Behavior. TrustCom 2014: 871-876
180. Zhijie Feng, Zhiyong Feng, Xin Wang, Guozheng Rao, Yazhou Wei, Zhiyuan Li: HDStore: An SSD/HDD Hybrid Distributed Storage Scheme for Large-Scale Data. WAIM Workshops 2014: 209-220
181. Xin Wang, Guozheng Rao, Longxiang Jiang, Xuedong Lyu, Yajun Yang, Zhiyong Feng: TraPath: Fast Regular Path Query Evaluation on Large-Scale RDF Graphs. WAIM 2014: 372-383
182. Xin Wang, Jun Ling, Junhu Wang, Kewen Wang, Zhiyong Feng: Answering provenance-aware regular path queries on RDF graphs using an automata-based algorithm. WWW (Companion Volume) 2014: 395-396
183. Yi Bi, Jia-Huai You, Zhiyong Feng: A Well-Founded Semantics for FOL-Programs. CoRR abs/1405.3365 (2014)
184. Yuanbin Han, Shizhan Chen, Zhiyong Feng: Characterizing Web APIs Combining Supervised Topic Model with Ontology. IEICE Transactions 96-D(7): 1548-1551 (2013)
185. Nan Yun, Zhiyong Feng, Jiachen Yang, Jianjun Lei: The objective quality assessment of stereo image. Neurocomputing 120: 121-129 (2013)
186. Jiafang Wang, Zhiyong Feng, Chao Xu: Proactive Communicating Process with Asymmetry in Multiagent Systems. J. Applied Mathematics 2013: 838694:1-838694:15 (2013)
187. Guangquan Xu, Weisheng Li, Rui Xu, Yingyuan Xiao, Honghao Gao, Xiaohong Li, Zhiyong Feng, Jia Mei: An algorithm on fairness verification of mobile sink routing in wireless sensor network. Personal and Ubiquitous Computing 17(5): 851-864 (2013)
188. Da-Zhi Sun, Jian-Xin Li, Zhiyong Feng, Zhen-Fu Cao, Guangquan Xu: On the security and improvement of a two-factor user authentication scheme in wireless sensor networks. Personal and Ubiquitous Computing 17(5): 895-905 (2013)
189. Xiaocao Hu, Zhiyong Feng, Shizhan Chen: Augmenting Semantics of Web Services Based on Public Open Ontology. IEEE SCC 2013: 304-311
190. Changxiao Du, Xiaohong Li, Hong Shi, Jing Hu, Ruitao Feng, Zhiyong Feng: Architecture Security Evaluation Method Based on Security of the Components. APSEC (1) 2013: 523-528
191. Xiaocao Hu, Zhiyong Feng, Shizhan Chen: Analyzing Distribution of Implicit Semantic Information in Web Services. COMPSAC Workshops 2013: 415-420
192. Liyuan Xin, Zhiyong Feng, Shizhan Chen: Experimental Study of Web Service Availability Based on WSDL Documents. EIDWT 2013: 356-362
193. Qian Yang, Loi Lei Lai, Zhiyong Feng: Interval-gap-based logistics time ontology modeling and validation for Decision Support. ICMLC 2013: 87-91
194. Changlong Wang, Zhiyong Feng: A Novel Combination of Reasoners for Ontology Classification. ICTAI 2013: 463-468
195. Rui Xu, Guangquan Xu, Da-Zhi Sun, Xiaohong Li, Zhiyong Feng: Improving KeyNote Trust Management Model Based on User Behavior for Social Learning. ICWL Workshops 2013: 96-103
196. Lu Yan, Xiaohong Li, Ruitao Feng, Zhiyong Feng, Jing Hu: Detection Method of the Second-Order SQL Injection in Web Applications. SOFL+MSVL 2013: 154-165
197. Zhen Zhang, Shizhan Chen, Zhiyong Feng:Semantic Annotation for Web Services Based on DBpedia. SOSE 2013: 280-285
198. Xiaolong Tang, Xin Wang, Zhiyong Feng, Longxiang Jiang: Ontology-Based Semantic Search for Large-Scale RDF Data. WAIM 2013: 570-582
199. Shizhan Chen, Yuanbin Han, Zhiyong Feng: Social Network Analysis on the Interaction and Collaboration Behavior among Web Services. AAAI Spring Symposium: Intelligent Web Services Meet Social Computing 2012
200. Yuanbin Han, Shizhan Chen, Zhiyong Feng: Optimizing Service Composition Network from Social Network Analysis and User Historical Composite Services. AAAI Spring Symposium: Intelligent Web Services Meet Social Computing 2012
201. Xin Wang, Longxiang Jiang, Hong Shi, Zhiyong Feng, Pufeng Du: Jingwei+: A Distributed Large-Scale RDF Data Server. APWeb 2012: 779-783
202. Weisen Pan, Shizhan Chen, Zhiyong Feng: Investigating the Collaborative Intention and Semantic Structure among Co-occurring Tags Using Graph Theory. EDOC Workshops 2012: 190-195
203. Weisen Pan, Shizhan Chen, Zhiyong Feng: Service-Oriented Ontology and Its Evolution. GPC 2012: 109-121
204. Chao Xu, Guangquan Xu, Qinghua Hu, Zhiyong Feng: Facial Expressions Analysis Based on Cooperative Neuro-computing Interactions. IScIDE 2012: 107-114
205. Jiangang Wang, Xiaohong Li, Xuhui Liu, Xinshu Dong, Junjie Wang, Zhenkai Liang, Zhiyong Feng: An Empirical Study of Dangerous Behaviors in Firefox Extensions. ISC 2012: 188-203
206. Xu Li, Xin Wang, Hong Shi, Zhaohua Sheng, Zhiyong Feng: A Distributed Inverted Indexing Scheme for Large-Scale RDF Data. WAIM Workshops 2012: 151-161
207. Zhaohua Sheng, Xin Wang, Hong Shi, Zhiyong Feng: Checking and Handling Inconsistency of DBpedia. WISM 2012: 480-488
208. Qian Yang, Jia-Huai You, Zhiyong Feng: Integrating Rules and Description Logics by Circumscription. AAAI 2011
209. Weisen Pan, Shizhan Chen, Zhiyong Feng: Domain Concept Extraction Model Based on Folksonomy. APSCC 2011: 161-165
210. Lingyan Sun, Shizhan Chen, Qixuan Liang, Zhiyong Feng: A QoS-based Self-adaptive Framework for OpenAPI. CIS 2011: 204-208
211. Yang Jiang, Zhiyong Feng, Xin Wang, Guozheng Rao: Reasoning with a fuzzy description logic based on an axiom system. FSKD 2011: 230-236
212. Liuqing Li, Xin Wang, Xiansen Meng, Zhiyong Feng: ROS: Run-Time Optimization of SPARQL Queries. WISM (2) 2011: 79-86
213. Jin-Liang Xing, Xiaohong Li, Yan Cao, Zhiyong Feng, Ran Liu: Information Flow Analysis of Web Service Net. CIT 2010: 1622-1626
214. Xin Wang, Shuyi Wang, Pufeng Du, Zhiyong Feng: Storing and Indexing RDF Data in a Column-Oriented DBMS. DBTA 2010: 1-4
215. Hui Wang, Zhiyong Feng, Shizhan Chen, Jinna Xu, Yang Sui: Constructing Service Network via Classification and Annotation. SOSE 2010: 69-73
216. Da-Zhi Sun, Jin-Peng Huai, Jizhou Sun, Jian-Xin Li, Jiawan Zhang, Zhiyong Feng: Improvements of Juang 's Password-Authenticated Key Agreement Scheme Using Smart Cards. IEEE Trans. Industrial Electronics 56(6): 2284-2291 (2009)
217. Shizhan Chen, Zhiyong Feng, Hui Wang, Tao Wang: Building the Semantic Relations-Based Web Services Registry through Services Mining. ACIS-ICIS 2009: 736-743
218. Dexin Zhao, Zhiyong Feng, Degan Zhang: Research on Fuzzy Semantic Service Matchmaking. BMEI 2009: 1-5
219. Guangquan Xu, Zhiyong Feng, Xiaohong Li, Hutong Wu, Yongxin Yu, Shizhan Chen, Guozheng Rao: TSM-Trust: A Time-Cognition Based Computational Model for Trust Dynamics. ICICS 2009: 385-395
220. Wei Zhang, Xiaochun Cao, Zhiyong Feng, Jiawan Zhang, Ping Wang: Detecting photographic composites using two-view geometrical constraints. ICME 2009: 1078-1081
221. Jia Hu, Zhiyong Feng: Automated Composition of Semantic Web Services Using Case-Based Planning. IFITA (3) 2009: 246-251
222. Da-Zhi Sun, Jin-Peng Huai, Jizhou Sun, Jiawan Zhang, Zhiyong Feng: A new design of wearable token system for mobile device security. IEEE Trans. Consumer Electronics 54(4): 1784-1789 (2008)
223. Xiaohui Yang, Zhiyong Feng, Guangquan Xu: The Automatic Formation of Agent Societies: A Service-Driven Approach. ALPIT 2008: 556-561
224. Jiafang Wang, Zhiyong Feng, Chao Xu, Hui Wang, Qian Yang: A Control-Theoretic and Game-Theoretic Approach to Information Asymmetry in MAS. IAT 2008: 389-394
225. Ke He, Zhiyong Feng, Xiaohong Li: An Attack Scenario Based Approach for Software Security Testing at Design Stage. ISCSCT (1) 2008: 782-787
226. Xiaoning Ma, Zhiyong Feng, Chao Xu, Jiafang Wang: A Trust-Based Access Control with Feedback. ISIP 2008: 510-514
227. Guangquan Xu, Zhiyong Feng, Huabei Wu, Dexin Zhao: Swift Trust in a Virtual Temporary System: A Model Based on the Dempster-Shafer Theory of Belief Functions. Int. J. Electronic Commerce 12(1): 93-126 (2007)
228. Dexin Zhao, Zhiyong Feng, Qing Yu, Guangquan Xu: A Fuzzy Extension of OWL for Vague Knowledge. FSKD (4) 2007: 312-316
229. Guangquan Xu, Zhiyong Feng, Gang Wang, Huabei Wu: An Improvement of Coleman Model of Trust: Using FNHMS to Manage Reputation in Multi-agent Systems. Web Intelligence/IAT Workshops 2007: 319-322
230. Chao Xu, Zhiyong Feng: Service Manufacture Based Organizational Learning Research on Cooperation Mechanism. IMECS 2007: 913-917
231. Yongxin Yu, Zhiyong Feng: An Image Segmentation Method Based on Adaptive Anisotropic Diffusion Filtering. IMSCCS 2007: 177-181
232. Xiaohong Li, Zhiyong Feng, Tie Li, Li Lv: A Template Language for Agent Construction. ICCSA (5) 2006: 32-38
233. Zhiyong Feng, Qiming Cheng, Fei Zhao: CRUTCH: An Integration Framework forWeb Service and MAS. ICEBE 2006: 545-548
234. Dexin Zhao, Zhiyong Feng, Wenjie Li, Shugang Tang: Numerical Computing of Brain Electric Field in Electroencephalogram. CIS (1) 2005: 878-883
235. Xiaohong Li, Danjie Yang, Zhiyong Feng: Design and Implementation of Negotiation Agent of Dynamic Supply Chain. ICITA (1) 2005: 250-255
236. 专著:本体论工程及其应用,北京:清华大学出版社,2007年5月。
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8. 冯志杰;冯志勇;王鑫;饶国政, 分布式大数据的SSD磁盘和HDD磁盘混合存储方法, 17/12/2014, 中国, 中华人民共和国国家专利局, CN201410448162.1.
9. 魏亚洲;冯志勇;王鑫;饶国政, 面向大规模RDF数据的高效语义索引的构建方法, 17/12/2014, 中国, 中华人民共和国国家专利局, CN201410437815.6.
10. 李晓红;宋姣娇;冯志勇;胡静;朱明悦, 一种基于缺陷检测的软件安全风险评估方法, 2014/8/13, 12, 中国, 中华人民共和国国家专利局, CN201410174435.8.
11. 付宇新;冯志勇;王鑫, 面向语义网的中文百科知识组织与集成方法, 2014/5/28, 12, 中国, 中华人民共和国国家专利局, CN201410056318.1.
12. 吕雪栋;冯志勇;王鑫, 面向大规模RDF图数据的SPARQL并行查询方法, 2014/5/7, 12, 中国, 中华人民共和国国家专利局, CN201410056349.7.
13. 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, 2014/4/2, 12, 中国, 中华人民共和国国家专利局, CN201310755092.X.
14. 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, 2014/4/2, 12, 中国, 中华人民共和国国家专利局, CN201310742781.7.
15. 冯志勇;陆泽萍;徐超;张东萍;王丹丹, 基于无人机航拍序列图像的树木三维重建方法, 4/12/2013, 12, 中国, 中华人民共和国国家专利局, CN201310375676.4.
16. 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, 中国, 中华人民共和国国家专利局, CN201310344567.6.
17. 徐超;张东萍;冯志勇;王建荣, 面向无人机航拍图像的船只识别系统及方法, 29/1/2014, 12, 中国, 中华人民共和国国家专利局, CN201310331573.8.
18. 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, 中国, 中华人民共和国国家专利局, CN201310261654.5.
19. 张祯;冯志勇;陈世展, 面向领域的Web服务文档质量评价方法, 天津, 基于多租户模式的节能检测及监控系统, CN201310240129.5.
20. 张祯;冯志勇;陈世展, 基于关联数据的Web服务语义标注方法, 中国, 中华人民共和国国家专利局, CN201310172375.1.
21. 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, 中国, 中华人民共和国国家专利局, CN201310152223.5.
22. 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, 中国, 中华人民共和国国家专利局, CN201310151435.1.
23. 张冰怡;齐彦君;冯志勇, 基于数据挖掘和数据融合的游戏关卡自动生成系统及方法, 中国, 中华人民共和国国家专利局, CN201310022017.2.
24. 孙达志;王月娇;冯志勇, 无线传感网络中基于密码hash计算的认证方法, 中国, 中华人民共和国国家专利局, CN201210578596.4.
25. 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, 中国, 中华人民共和国国家专利局, CN201210247243.6.
26. 兰波;陈世展;冯志勇, WSDL文件质量保证系统及其实现方法, 中国, 中华人民共和国国家专利局, CN201210212814.2.
27. 饶国政;叶振岳, 基于本体的个人计算机资源管理系统, 中国, 中华人民共和国国家专利局, 201210194321.0.
28. 李晓红;闫璐;何可;冯志勇;许光全;胡静, 软件安全开发中的可复用攻击模式的建立及复用方法, 中国, 中华人民共和国国家专利局, CN201210194322.5.
29. 李国鼎;饶国政;冯志勇;刘锐光, 基于本体和规则的物流运输预警方法, 中国, 中华人民共和国国家专利局, CN201210168728.6.
30. 刘月朋;李晓红;石红;冯志勇;张倩倩;余小飞, 基于Android平台手机应用程序的安全检测系统及方法, 天津, 基于多租户模式的节能检测及监控系统, CN201210132730.8
31. 张冰怡;齐彦君;车明;冯志勇, 物联网的远程无线信息提示系统及方法, 中国, 中华人民共和国国家专利局, CN201210007129.6.
32. 饶国政;贾彪;冯志勇, 大规模语义知识库的动态维护系统, 中国, 中华人民共和国国家专利局, 201110366047.6.
33. 饶国政;贾彪;冯志勇, 舆情垂直搜索分析系统及方法, 中国, 中华人民共和国国家专利局, 201110354973.1.
34. 软件著作权:集成语义信息的电子商务推荐系统v1.0[ERSISI],软著登字第068675号, 2006年5月20日,登记号:2007SR02680。
35. 软件著作权:本体整合系统软件v1.0[OntMerge],软著登字第068680号, 2006年9月24日,登记号:2007SR02685。
36. 软件著作权:基于多智能体的信息系统软件开发系统v1.0[EIADT],软著登字第068673号, 2006年10月31日,登记号:2007SR02678。
37. 软件著作权:基于语义网技术的汽车供应链自动采购系统v1.0 [SWBASPAPS],软著登字第068674号, 2006年11月20日,登记号:2007SR02679。
38. 软件著作权:语义Web 服务自动组合平台,著作权号:2010SR008292
39. 软件著作权:语义Web 服务网络平台,著作权号:2010SR008287
教育教学
        多年来从事高等教育工作,在1988-1998年期间,主要从事力学及其工程应用领域的教学活动,主讲了工程力学、弹性力学、实用最优化设计、变分法及高等有限元、线性及非线性振动、随机振动、运动稳定性、分析力学、C++程序设计等本科生及研究生课程。自1999年以来,由于研究方向的转变,教学工作也转向计算机应用及计算机软件等方面,主讲机器人学、计算机辅助设计、数值分析、软件系统分析与设计、软件体系结构、高等软件工程、高级人工智能等本科和研究生课程。
教材:
《数值分析》,李庆扬,王能超,易大义[编],武汉 华中工学院出版社,1982。
参考书目:
1. 《数值方法》,易大义编,杭州 浙江科学技术出版社,1984。
2. 《数值分析》,杨大地,涂光裕编,杨大地著,重庆大学出版社,1998。
3. 《数值分析的泛函方法》,雷晋干,陈铭俊,匡蛟勋等编,高等教育出版社,1996。
4. 《数值分析》,杨凤翔,翟瑞彩,孙晶编,天津大学出版社,1996。
5. 《计算方法》,易大义,沈云宝,李有法编,杭州 浙江大学出版社,1989
授课内容:
        本课程内容包括误差和误差的传播和算法的稳定性与收敛性的概念, Lagrange插值、Newton插值、分段插值、三次样条插值基本插值方法,加权最小二乘法,Newton-Cotes公式、Romberg算法和Gauss型求积公式;Newton迭代法、割线法等非线性方程组求解算法,高斯消去法、列主元素高斯消去法、追赶法、雅可比迭代法、塞德尔迭代法等线性方程组求解算法,欧拉方法、Runge_Kutta方法、Adamas方法等常微分方程求解算法,各类算法的稳定性与收敛性。
考核方式:
笔试、平时成绩、大作业。
参考书目:
1. 面向模式的软件体系结构,卷1:模式系统,中文版:机械工业出版社,2003年1月。
2. 面向模式的软件体系结构,卷2:并发和网络,中文版:机械工业出版社,2003年1月。2003年1月。
3. Mary Shaw,Software Architecture,McGraw-Hill,清华大学出版社影印版,1999年9月1日。
4. Erich Gamma,Design Patterns: Elements of Reusable Object-Oriented software,Addison Wesley/Pearson,中文版:设计模式:可复用面向对象
软件的基础,机械工业出版社,2000年9月1日
5. Thinking In Java, Bruce Eckel, Prentice Hall PTR, 1998.
6. Bertrand Meter, Object-Oriented Software Construction, Prentice Hall International, Inc. 1997, Second Edition, 清华大学出版社影印版。
7. 计算机学科相关杂志和网站。
授课内容:
软件体系概论,软件体系与软件过程,软件体系风格,软件体系设计方法,软件体系形式化描述及语言,软件体系设计环境和工具,设计模式及其应用,软件体系设计实例分析。
考核方式:
平时成绩和结课论文。
参考书目:
1. Stuart J. Russell and Peter Norvig, Artificial Intelligence: A Modern Approach (second edition) Prentice Hall, Englewood Cliffs, New Jersey.。
2. 蔡自兴,徐光佑,人工智能及其应用,研究生用书,清华大学出版社。
3. Artificial intelligence。
4. Ieee intelligent systems。
5. Journal of artificial intelligence research
6. Computational intelligence
7. Journal of intelligent information systems
8. Autonomous agents and multi-agent systems
主要参考站点:
http://aima.cs.berkeley.edu/
教材:
Wgitten Bentley Dittman, System analysis and design methods, 5th, Mcgraw Hill,机械工业出版社(影印版)。
授课内容:
项目角色,信息系统开发相关问题,信息系统开发,项目管理,系统分析,需求发现,数据建模与分析,过程建模,可行性分析和建议,系统设计,应用程序架构和模型,数据库设计等等。
考核方式:
出勤情况、平时成绩和期终考试。
参考书目:
1. Thomas Erl. Service-Oriented Architecture: Concepts, Technology, and Design. Prentice Hall PTR. August 04, 2005.。
2. Eric Newcomer, Greg Lomow. Understanding SOA with Web Service. 电子工业出版社, 2006.7.