近5年国内外期刊发表相关论文70余篇，11篇入选ESI高被引，Google学术统计被65个国家或地区新增引用超4000次。

Yingbo Li, Zhao Li,Yucong Duan, Anamaria-Beatrice Spulber:Physical artificial intelligence (PAI):the next-generation artificial intelligence. Frontiers Inf. Technol. Electron. Eng. 24(8):1231-1238 (2023)

Xiao Xue, Deyu Zhou, Fangyi Chen, Xiangning Yu, Zhiyong Feng,Yucong Duan, Lin Meng, Mu Zhang:From SOA to VOA:A Shift in Understanding the Operation and Evolution of Service Ecosystem. IEEE Trans. Serv. Comput. 16(1):315-329 (2023)

Junfeng Xu, Yitao Zhang, Wangping Lu, Da Ning,Yucong Duan, Ruiqing Xu, Zaiwen Feng:An Approach for Constructing Multi-Modal Spatio-Temporal Ontology of Ship Communication. SNPD-Winter 2023:245-250

Yingbo Li, Anamaria-Beatrice Spulber,Yucong Duan:The Governance of Physical Artificial Intelligence. CoRR abs/2304.02924 (2023)

Mengmeng Song, Huixian Zhang, Xinyu Xing,Yucong Duan:Appreciation vs. apology:Research on the influence mechanism of chatbot service recovery based on politeness theory. Journal of Retailing and Consumer Services, 2023, 73:103323.

Lei Yu,Yucong Duan:AI-empowered game architecture and application for resource provision and scheduling in multi-clouds. Journal of Cloud Computing, 2023, 12(1):1-8.

Yanfei Liu, Wentao Wang, Wenjun Wang*, Chengbo Yu, Bowen Mao, Dongfang Shang,Yucong Duan:Purpose-Driven Evaluation of Operation and Maintenance Efficiency and Safety Based on DIKWP. Sustainability, 2023, 15(17):13083.

Zhang, Yitao, Ruiqing Xu, Wangping Lu, Wolfgang Mayer, Da Ning,Yucong Duan, Xi Zeng, Zaiwen Feng:Multi-Modal Spatio-Temporal Knowledge Graph of Ship Management. Applied Sciences. 2023; 13(16):9393

Xiaofeng Xie, Dingguo Zhang, Tianyou Yu,Yucong Duan, Ian Daly, Shenghong He*:Editorial:Explainable and Advanced Intelligent Processing in the Brain-Machine Interaction. Frontiers in Human Neuroscience, 17:1280281.

Lei Yu,Yucong Duan:A Reverse Modification Method for Binary Code and Data. Sensors 22(20):7714 (2022)

Xiao Xue, Zhaojie Chen, Shufang Wang, Zhiyong Feng,Yucong Duan, Zhangbing Zhou:Value Entropy:A Systematic Evaluation Model of Service Ecosystem Evolution. IEEE Trans. Serv. Comput. 15(4):1760-1773 (2022)

Lingzhen Kong, Lina Wang, Wenwen Gong, Chao Yan,Yucong Duan, Lianyong Qi:LSH-aware multitype health data prediction with privacy preservation in edge environment. World Wide Web 25(5):1793-1808 (2022)

Yingtian Mei,Yucong Duan, Lei Yu, Haoyang Che:Purpose Driven Biological Lawsuit Modeling and Analysis Based on DIKWP. CollaborateCom (2) 2022:250-267

Wanting Wang, Liang Chen,Yucong Duan:Research on Gale Forecast Method of Yangpu Port Based on Random Forest Model. HPCC/DSS/SmartCity/DependSys 2022:2048-2055

Yingtian Mei,Yucong Duan, Liang Chen, Zaiwen Feng, Lei Yu, Zhendong Guo:Purpose Driven Disputation Modeling, Analysis and Resolution Based on DIKWP Graphs. HPCC/DSS/SmartCity/DependSys 2022:2118-2125

Zhendong Guo,Yucong Duan, Liang Chen, Chunyu Zhuang, Yingtian Mei:Purpose Driven DIKW Modeling and Analysis of Meteorology and Depression. HPCC/DSS/SmartCity/DependSys 2022:2126-2133

Yue Huang,Yucong Duan, Lei Yu, Yingtian Mei, Zhendong Guo, Ting Hu:Purpose Driven Modelling and Analysis for Smart Table Fill and Design based on DIKW. HPCC/DSS/SmartCity/DependSys 2022:2134-2141

Ruiqing Xu, Wolfgang Mayer, Yulong Wang, Hong-Yu Zhang, Da Ning,Yucong Duan, Keqing He, Zaiwen Feng:Automatic Semantic Modeling by Cross-Modal Retrieval. HPCC/DSS/SmartCity/DependSys 2022:2142-2150

Laurence T. Yang,Yucong Duan:Message from DIKW 2022 Steering Chairs. HPCC/DSS/SmartCity/DependSys 2022:lxxi

Mengmeng Song, Xinyu Xing,Yucong Duan, Jason Cohen, Jian Mou:Will artificial intelligence replace human customer service? The impact of communication quality and privacy risks on adoption intention. Journal of Retailing and Consumer Services, Volume 66, 2022, 102900, ISSN 0969-6989

Mengmeng Song, Rob Law,Yucong Duan:What are the obstacles in the way to avoid landmines? Influence of electronic word-of-mouth dispersion on order decision from the self-construal perspective. International Journal of Hospitality Management, Volume 107, 2022, 103334, ISSN 0278-4319

Xinyu Xing, Mengmeng Song,Yucong Duan, Jian Mou:Effects of different service failure types and recovery strategies on the consumer response mechanism of chatbots. Technology in Society, Volume 70, 2022, 102049, ISSN 0160-791X

Haishuai Wang, Shangru Jia, Zhao Li3,Yucong Duan, Guangyu Tao, Ziping Zhao:A Comprehensive Review of Artificial Intelligence in Prevention and Treatment of COVID-19 Pandemic. Frontiers in Genetics, 2022, 13:845305

Haoyang Che,Yucong Duan, Chen Li, Lei Yu:On trust management in vehicular ad hoc networks:A comprehensive review. Frontiers in The Internet of Things, 2022, 1:995233.

Chengxiang Chen, Caizhong Li,Yucong Duan:Mobile healthcare data mining for sport item recommendation in edge-cloud collaboration. Wireless Networks, 2022:1-11.

Lei Yu1,Yucong Duan:Responsive and intelligent service recommendation method based on deep learning in cloud service. Frontiers in Genetics, 2022, 13:966483

Lei Yu1, Philip S. Yu,Yucong Duan, Hongyu Qiao:A resource scheduling method for reliable and trusted distributed composite services in cloud environment based on deep reinforcement learning. Frontiers in Genetics, 2022, 13:964784

Honghao Gao, Jung Yoon Kim, Walayat Hussain, Muddesar Iqbal,Yucong Duan:

Intelligent Processing Practices and Tools for E-Commerce Data, Information, and Knowledge. Springer, 2022.

Ke Fan,Yucong Duan:Purpose Computation-Oriented Modeling and Transformation on DIKW Architecture. Intelligent Processing Practices and Tools for E-Commerce Data, Information, and Knowledge, 2022:45-63.

Zhao Li, Donghui Ding, Pengcheng Zou, Yu Gong, Xi Chen, Ji Zhang, Jianliang Gao, Youxi Wu,Yucong Duan:Distant Supervision for E-commerce Query Segmentation via Attention Network. Intelligent Processing Practices and Tools for E-Commerce Data, Information, and Knowledge, 2022:3-19.

Qiyun Zhang, Yuan Zhang, Caizhong Li, Chao Yan,Yucong Duan, Hao Wang:Sport Location-Based User Clustering With Privacy-Preservation in Wireless IoT-Driven Healthcare. IEEE Access 9:12906-12913 (2021)

Huaizhen Kou, Hanwen Liu,Yucong Duan, Wenwen Gong, Yanwei Xu, Xiaolong Xu, Lianyong Qi:Building trust/distrust relationships on signed social service network through privacy-aware link prediction process. Appl. Soft Comput. 100:106942 (2021)

Lei Yu,Yucong Duan, Kuan-Ching Li:A real-world service mashup platform based on data integration, information synthesis, and knowledge fusion. Connect. Sci. 33(3):463-481 (2021)

Xiaobing Sun, Tianchi Zhou, Rongcun Wang,Yucong Duan, Lili Bo, Jianming Chang:Experience report:investigating bug fixes in machine learning frameworks/libraries. Frontiers Comput. Sci. 15(6):156212 (2021)

Yucong Duan:Guest Editor's Introduction. Int. J. Softw. Eng. Knowl. Eng. 31(1):1-2 (2021)

Yu Lei,Yucong Duan:Trusted Service Provider Discovery Based on Data, Information, Knowledge, and Wisdom. Int. J. Softw. Eng. Knowl. Eng. 31(1):3-19 (2021)

Xiaocui Li, Zhangbing Zhou, Zhensheng Shi, Xiao Xue,Yucong Duan:Energy-Efficient Anomaly Detection With Primary and Secondary Attributes in Edge-Cloud Collaboration Networks. IEEE Internet Things J. 8(15):12176-12188 (2021)

Yingbo Li,Yucong Duan, Zakaria Maamar, Haoyang Che, Anamaria-Beatrice Spulber, Stelios Fuentes:Swarm Differential Privacy for Purpose-Driven Data-Information-Knowledge-Wisdom Architecture. Mob. Inf. Syst. 2021:6671628:1-6671628:15 (2021)

Wenwen Gong, Chao Lv,Yucong Duan, Zengguang Liu, Mohammad Reza Khosravi, Lianyong Qi, Wanchun Dou:Keywords-driven web APIs group recommendation for automatic app service creation process. Softw. Pract. Exp. 51(11):2337-2354 (2021)

Honghao Gao, Wanqiu Huang,Yucong Duan:The Cloud-edge-based Dynamic Reconfiguration to Service Workflow for Mobile Ecommerce Environments:A QoS Prediction Perspective. ACM Trans. Internet Techn. 21(1):6:1-6:23 (2021)

Honghao Gao,Yucong Duan, Lixu Shao, Xiaobing Sun:Transformation-based processing of typed resources for multimedia sources in the IoT environment. Wirel. Networks 27(5):3377-3393 (2021)

Mengmeng Song, Weili Wu,Yucong Duan:The Sequelae of Hotel Pre-Sale:The Influence of Electronic Word-of-mouth Dispersion on Booking Cancellation Behavior. ICIS 2021:3-9

Weichuan Wang, Zhiwen Xie, Jin Liu,Yucong Duan, Bo Huang, Junsheng Zhang:MDistMult:A Multiple Scoring Functions Model for Link Prediction on Antiviral Drugs Knowledge Graph. HPCC/DSS/SmartCity/DependSys 2021:2042-2049

Jiamin Lv, Lei Yu,Yucong Duan:Sentiment Analysis Method Based on Deep Learning in Adversarial Environment. HPCC/DSS/SmartCity/DependSys 2021:2066-2073

Ting Hu,Yucong Duan, Yingtian Mei:Purpose Driven Balancing of Fairness for Emotional Content Transfer Over DIKW. HPCC/DSS/SmartCity/DependSys 2021:2074-2081

Zhifeng Duan, Bin Xu, Zhengwu Wu,Yucong Duan, Chengxiang Ren:Data and Information Fusion Oriented Outline Driven Framework for Clause Extraction from Electronic Insurance Contracts. HPCC/DSS/SmartCity/DependSys 2021:2124-2132

Hongyu Qiao, Yu Lei,Yucong Duan:Analysis of Evolutionary Model of DIKW Based on Cloud Resource Allocation Management. HPCC/DSS/SmartCity/DependSys 2021:2172-2179

Liang Chen, Xiaowen Wei, Shengbei Chen,Yucong Duan:Reconstruction of Smart Meteorological Service Based on DIKW. HPCC/DSS/SmartCity/DependSys 2021:2180-2183

Jiamin Lv, Lei Yu,Yucong Duan:Service Recommendation based on DIKW Pyramid. HPCC/DSS/SmartCity/DependSys 2021:2312-2315

Yue Huang,Yucong Duan:Fairness Modelling, Checking and Adjustment for Purpose Driven Content Filling over DIKW. HPCC/DSS/SmartCity/DependSys 2021:2316-2321

Yuxiao Lei,Yucong Duan:Purpose-driven Content Network Transmission Protocol Crossing DIKW Modals. HPCC/DSS/SmartCity/DependSys 2021:2322-2327

Wei Liu, Yiyu Yao,Yucong Duan:Message from the DIKW 2021 General Chairs. HPCC/DSS/SmartCity/DependSys 2021:x

Xiao Xue, Zhaojie Chen, Shufang Wang, Zhiyong Feng,Yucong Duan, ZhangBing Zhou:Value Entropy:A Systematic Evaluation Model of Service Ecosystem Evolution. SERVICES 2021:15

Ting Hu,Yucong Duan:Modeling and Measuring for Emotion Communication based on DIKW. SERVICES 2021:21-26

Yue Huang,Yucong Duan:Towards Purpose Driven Content Interaction Modeling and Processing based on DIKW. SERVICES 2021:27-32

Haiyang Zhang, Yu Lei,Yucong Duan:Service Recommendation based on Smart Contract and DIKW. SERVICES 2021:54-59

Yingbo Li,Yucong Duan, Zakaria Maamar, Haoyang Che, Anamaria-Beatrice Spulber, Stelios Fuentes:Swarm Differential Privacy for Purpose Driven Data-Information-Knowledge-Wisdom Architecture. CoRR abs/2105.04045 (2021)

Yingbo Li,Yucong Duan, Anamaria-Beatrice Spulber, Haoyang Che, Zakaria Maamar, Zhao Li, Chen Yang, Yu Lei:Physical Artificial Intelligence:The Concept Expansion of Next-Generation Artificial Intelligence. CoRR abs/2105.06564 (2021)

Wenwen Gong, Yulan Zhang, Xuyun Zhang,Yucong Duan, Yawei Wang, Yifei Chen, Lianyong Qi:Diversity-aware Web APIs Recommendation with Compatibility Guarantee. CoRR abs/2108.04389 (2021)

Weichuan Wang, Zhiwen Xie, Jin Liu,Yucong Duan, Bo Huang, Junsheng Zhang:MDistMult:A Multiple Scoring Functions Model for Link Prediction on Antiviral Drugs Knowledge Graph. CoRR abs/2111.14480 (2021)

Mengmeng Song,Yucong Duan, Tianyi Huang, Lougao Zhan:Inter-Edge and Cloud conversion accelerated user-generated content for virtual brand community. EURASIP J. Wirel. Commun. Netw. 2020(1):14 (2020)

Honghao Gao, Yuyu Yin,Yucong Duan:Special issue on recent advances in mobile service computing and applications. Wirel. Networks 26(8):5501-5502 (2020)

Tao Huang, Feng Ruan, Shengjun Xue, Lianyong Qi,Yucong Duan:Computation offloading for multimedia workflows with deadline constraints in cloudlet-based mobile cloud. Wirel. Networks 26(8):5535-5549 (2020)

Shijing Hu,Yucong Duan, Mengmeng Song:Essence Computation Oriented Multi-semantic Analysis Crossing Multi-modal DIKW Graphs. CollaborateCom (1) 2020:320-339

Yuxiao Lei,Yucong Duan, Mengmeng Song:Technical Implementation Framework of AI Governance Policies for Cross-Modal Privacy Protection. CollaborateCom (2) 2020:431-443

Sheng Zhang, Haoyang Che, Jiacai Zhang,Yucong Duan:Exploring the Auto Model Competition Patterns in China's Auto Market based on Complex Networks Theory. EDBT/ICDT Workshops 2020

Xiao Xue, Zhaojie Chen, Shufang Wang, Zhiyong Feng,Yucong Duan, Zhangbing Zhou:Value Entropy Model:Metric Method of Service Ecosystem Evolution. CoRR abs/2008.02247 (2020)

Zhao Li, Donghui Ding, Pengcheng Zou, Yu Gong, Xi Chen, Ji Zhang, Jianliang Gao, Youxi Wu,Yucong Duan:Distant Supervision for E-commerce Query Segmentation via Attention Network. CoRR abs/2011.04166 (2020)

Xiaobing Sun, Congying Xu, Bin Li,Yucong Duan, Xintong Lu:Enabling Feature Location for API Method Recommendation and Usage Location. IEEE Access 7:49872-49881 (2019)

Xiaowei Chen, Songtao Tang, Zhihui Lu, Jie Wu,Yucong Duan, Shih-Chia Huang, Qifeng Tang:iDiSC:A New Approach to IoT-Data-Intensive Service Components Deployment in Edge-Cloud-Hybrid System. IEEE Access 7:59172-59184 (2019)

Xiaoxian Yang, Shunyi Mao, Honghao Gao,Yucong Duan, Qiming Zou:Novel Financial Capital Flow Forecast Framework Using Time Series Theory and Deep Learning:A Case Study Analysis of Yu'e Bao Transaction Data. IEEE Access 7:70662-70672 (2019)

Yucong Duan, Xiaobing Sun, Haoyang Che, Chunjie Cao, Zhao Li, Xiaoxian Yang:Modeling Data, Information and Knowledge for Security Protection of Hybrid IoT and Edge Resources. IEEE Access 7:99161-99176 (2019)

Zhao Li, Zhanlin Liu, Jiaming Huang, Geyu Tang,Yucong Duan, Zhiqiang Zhang, Yifan Yang:MV-GCN:Multi-View Graph Convolutional Networks for Link Prediction. IEEE Access 7:176317-176328 (2019)

Yirui Wu, Lianglei Wei,Yucong Duan:Deep spatiotemporal LSTM network with temporal pattern feature for 3D human action recognition. Comput. Intell. 35(3):535-554 (2019)

Yucong Duan, Zhihui Lu, Zhangbing Zhou, Xiaobing Sun, Jie Wu:Data Privacy Protection for Edge Computing of Smart City in a DIKW Architecture. Eng. Appl. Artif. Intell. 81:323-335 (2019)

Jinfeng Wen, Zhangbing Zhou, Xiao Xue,Yucong Duan:Novel Discovery Mechanism for Crossing-Workflow Fragments Leveraging Activity Relevance. SCC 2019:176-183

Sheng Zhang, Haoyang Che, Jiacai Zhang,Yucong Duan:Exploring the Brand Competition Patterns of China's Auto Market with Massive Sales Leads. IEEE BigData 2019:3844-3853

Congying Xu, Bosen Min, Xiaobing Sun, Jiajun Hu, Bin Li,Yucong Duan:MULAPI:a tool for API method and usage location recommendation. ICSE (Companion Volume) 2019:119-122

Jinfeng Wen, Zhangbing Zhou, Yasha Wang, Walid Gaaloul,Yucong Duan:Discovering Crossing-Workflow Fragments Based on Activity Knowledge Graph. OTM Conferences 2019:515-532

Abdelrahman Osman Elfaki, Amer Aljaedi,Yucong Duan:Mapping ERD to Knowledge Graph. SERVICES 2019:110-114

Lei Yu,Yucong Duan, Yonghao Zhang:Knowledge Graph Provision for Heterogeneous Service Network. SERVICES 2019:135-140

Long Cheng, Cong Liu, Qingzhi Liu,Yucong Duan, John Murphy:Learning Process Models in IoT Edge. SERVICES 2019:147-150

Yucong Duan:Towards a Periodic Table of conceptualization and formalization on State, Style, Structure, Pattern, Framework, Architecture, Service and so on. SNPD 2019:133-138

Yucong Duan:Existence Computation:Revelation on Entity vs. Relationship for Relationship Defined Everything of Semantics. SNPD 2019:139-144

Yucong Duan:Applications of Relationship Defined Everything of Semantics on Existence Computation. SNPD 2019:184-189

Jinfeng Wen, Zhangbing Zhou, Zhensheng Shi, Junping Wang,Yucong Duan, Yaqiang Zhang:Crossing Scientific Workflow Fragments Discovery Through Activity Abstraction in Smart Campus. IEEE Access 6:40530-40546 (2018)

Wenying He, Cangzhi Jia,Yucong Duan, Quan Zou:70ProPred:a predictor for discovering sigma70 promoters based on combining multiple features. BMC Syst. Biol. 12(4):99-107 (2018)

Honghao Gao, Wanqiu Huang, Xiaoxian Yang,Yucong Duan, Yuyu Yin:Toward service selection for workflow reconfiguration:An interface-based computing solution. Future Gener. Comput. Syst. 87:298-311 (2018)

Yucong Duan, Jiaxuan Li, Qiang Duan, Lixin Luo, Liang Huang:Empirical rules-based view abstraction for distributed model driven development. Int. J. Comput. Sci. Eng. 17(2):192-207 (2018)

Yucong Duan, Lixu Shao, Gongzhu Hu:Specifying Knowledge Graph with Data Graph, Information Graph, Knowledge Graph, and Wisdom Graph. Int. J. Softw. Innov. 6(2):10-25 (2018)

Zhengyang Song,Yucong Duan, Shixiang Wan, Xiaobing Sun, Quan Zou, Honghao Gao, Donghai Zhu:Processing Optimization of Typed Resources with Synchronized Storage and Computation Adaptation in Fog Computing. Wirel. Commun. Mob. Comput. 2018:3794175:1-3794175:13 (2018)

Shiqin Liu, Minjun Zhao, Jixin Ma, Jiangyuan Yao,Yucong Duan, Xiaoyi Zhou:A Novel Watermarking Technology Based on Posterior Probability SVM and Improved GA. ICCCS (4) 2018:195-207

Jiabei Xu, Deng Zhao, Zhangbing Zhou, Walid Gaaloul,Yucong Duan:Energy-Efficient WSN Service Composition for Concurrent Applications. ICWS 2018:74-81

Mengyu Sun, Zhangbing Zhou,Yucong Duan:Energy-Aware Service Composition of Configurable IoT Smart Things. MSN 2018:37-42

Yucong Duan, Zhengyang Song, Xiaoxian Yang, Quan Zou, Xiaobing Sun, Xinyue Zhang:Towards Cost Effective Privacy Provision for Typed Resources in IoT Environment (S). SEKE 2018:46-49

Yucong Duan:Semantic Oriented Algorithm Design:A Case of Median Selection. SNPD 2018:307-311

Yucong Duan, Lougao Zhan, Xinyue Zhang, Yuanyuan Zhang:Formalizing DIKW Architecture for Modeling Security and Privacy as Typed Resources. TRIDENTCOM 2018:157-168

Fei Lei, Lei Yao, Deng Zhao,Yucong Duan:Energy-Efficient Abnormal Nodes Detection and Handlings in Wireless Sensor Networks. IEEE Access 5:3393-3409 (2017)

Honghao Gao,Yucong Duan, Huaikou Miao, Yuyu Yin:An Approach to Data Consistency Checking for the Dynamic Replacement of Service Process. IEEE Access 5:11700-11711 (2017)

Mengyu Sun, Zhensheng Shi, Shengjun Chen, Zhangbing Zhou,Yucong Duan:Energy-Efficient Composition of Configurable Internet of Things Services. IEEE Access 5:25609-25622 (2017)

Yucong Duan, Lixu Shao, Xiaoxian Yang, Xiaobing Sun, Zhangbing Zhou, Lifeng Yu:Data, information, and knowledge-driven manipulation between strategical planning and technical implementation for wireless sensor network construction. Int. J. Distributed Sens. Networks 13(11) (2017)

Honghao Gao, Danqi Chu,Yucong Duan, Yuyu Yin:Probabilistic Model Checking-Based Service Selection Method for Business Process Modeling. Int. J. Softw. Eng. Knowl. Eng. 27(6):897-924 (2017)

Xiaobing Sun, Xiangyue Liu,Yucong Duan, Bin Li:Using Hierarchical Latent Dirichlet Allocation to Construct Feature Tree for Program Comprehension. Sci. Program. 2017:4382348:1-4382348:11 (2017)

Lixu Shao,Yucong Duan, Zhangbing Zhou, Quan Zou, Honghao Gao:Learning Planning and Recommendation Based on an Adaptive Architecture on Data Graph, Information Graph and Knowledge Graph. CollaborateCom 2017:323-332

Lixu Shao,Yucong Duan, Zhangbing Zhou, Antonella Longo, Donghai Zhu, Honghao Gao:Towards Collaborative Typed Resources Manipulation in Health-Care Environments. CollaborateCom 2017:355-364

Yucong Duan, Lixu Shao, Xiaobing Sun, Lizhen Cui, Donghai Zhu, Zhengyang Song:Constructing Search as a Service Towards Non-deterministic and Not Validated Resource Environment with a Positive-Negative Strategy. CollaborateCom 2017:365-373

Junfeng Tu,Yucong Duan:Detecting Congestion and Detour of Taxi Trip via GPS Data. DSC 2017:615-618

Lixu Shao,Yucong Duan, Donghai Zhu, Jinbing Li, Hui Zhou, Qi Qi:Health service provision based on typed resources of data, information and knowledge. Healthcom 2017:1-6

Deng Zhao, ZhangBing Zhou, Ke Ning,Yucong Duan, Liang-Jie Zhang:An Energy-Aware Service Composition Mechanism in Service-Oriented Wireless Sensor Networks. ICIOT 2017:89-96

Lu Wang, Xiaobing Sun, Jingwei Wang,Yucong Duan, Bin Li:Construct bug knowledge graph for bug resolution:poster. ICSE (Companion Volume) 2017:189-191

Lixu Shao,Yucong Duan, Lizhen Cui, Quan Zou, Xiaobing Sun:A Pay as You Use Resource Security Provision Approach Based on Data Graph, Information Graph and Knowledge Graph. IDEAL 2017:444-451

Yucong Duan, Lixu Shao, Xiaobing Sun, Donghai Zhu, Xiaoxian Yang, Abdelrahman Osman Elfaki:An Investment Defined Transaction Processing Towards Temporal and Spatial Optimization with Collaborative Storage and Computation Adaptation. IDEAL 2017:452-460

Haodi Ping, Zhangbing Zhou, Taj Rahman,Yucong Duan:Localization and tracking of continuous objects boundary area leveraging planarization algorithms in duty-cycled wireless sensor networks. IECON 2017:8476-8481

Yirui Jiang,Yucong Duan, Mengxing Huang, Mingrui Chen, Jingbing Li, Hui Zhou:Processing Redundancy in UML Diagrams Based on Knowledge Graph. PAAP 2017:418-426

Lixu Shao,Yucong Duan, Xiaobing Sun, Honghao Gao, Donghai Zhu, Weikai Miao:Answering Who/When, What, How, Why through Constructing Data Graph, Information Graph, Knowledge Graph and Wisdom Graph. SEKE 2017:1-6

Yucong Duan, Lixu Shao, Gongzhu Hu, Zhangbing Zhou, Quan Zou, Zhaoxin Lin:Specifying architecture of knowledge graph with data graph, information graph, knowledge graph and wisdom graph. SERA 2017:327-332

Yucong Duan:A stochastic revelation on the deterministic morphological change of 3x+1. SERA 2017:333-338

Lixu Shao,Yucong Duan, Xiaobing Sun, Quan Zou, Rongqi Jing, Jiami Lin:Bidirectional value driven design between economical planning and technical implementation based on data graph, information graph and knowledge graph. SERA 2017:339-344(2016)

Yucong Duan, Xiaobing Sun, Antonella Longo, Zhaoxin Lin, Shixiang Wan:Sorting Terms of"aaS"of Everything as a Service. Int. J. Networked Distributed Comput. 4(1):32-44 (2016)

Yongzhi Wang, Jinpeng Wei, Mudhakar Srivatsa,Yucong Duan, Wencai Du:IntegrityMR:Exploring Result Integrity Assurance Solutions for Big Data Computing Applications. Int. J. Networked Distributed Comput. 4(2):116-126 (2016)

Yucong Duan, Gongzhu Hu, Xiaobing Sun, Zhaoxin Lin, Qiang Duan:Refinement on Data, Information and Knowledge Lifecycles towards Service Economics Planning to Services Implementation. Int. J. Networked Distributed Comput. 4(4):231-242 (2016)

Xiaobing Sun, Qiang Geng, David Lo,Yucong Duan, Xiangyue Liu, Bin Li:Code Comment Quality Analysis and Improvement Recommendation:An Automated Approach. Int. J. Softw. Eng. Knowl. Eng. 26(6):981-1000 (2016)

Yucong Duan, Guohua Fu, Nianjun Zhou, Xiaobing Sun, Mingdong Tang, Honghao Gao:Towards a problem-value-constraint framework for maximising business value through minimising under design and over design. Int. J. Serv. Technol. Manag. 22(1/2):120-141 (2016)

Xiaobing Sun, Bin Li,Yucong Duan, Wei Shi, Xiangyue Liu:Mining Software Repositories for Automatic Interface Recommendation. Sci. Program. 2016:5475964:1-5475964:11 (2016)

Yucong Duan, Qiang Duan, Gongzhu Hu, Xiaobing Sun:Refinement from service economics planning to ubiquitous services implementation. ICIS 2016:1-6

Honghao Gao, Huaikou Miao,Yucong Duan, Jinyu Kai:Applying Probabilistic Model Checking to Service Discovery Framework. SCC 2016:782-785

Yucong Duan, Qiang Duan, Ruisheng Shi, Honghao Gao:Toward an Automated View Abstraction for Distributed Model-Driven Service Development. SCC 2016:823-826

Hui Yang, Xiaobing Sun, Bin Li,Yucong Duan:DR_PSF:Enhancing Developer Recommendation by Leveraging Personalized Source-Code Files. COMPSAC 2016:239-244

Yucong Duan, Xiaobing Sun, Nanjangud C. Narendra, Qiang Duan, Guohua Fu, Ruomeng Xu:Model under design and over design on mobile applications. MOBILESoft 2016:279-280

Chunyan Zhang, Jingbing Li, Shuangshuang Wang,Yucong Duan, Mengxing Huang, Daoheng Duan:A Medical Image Retrieval Algorithm Based on DFT Encryption Domain. ICSH 2016:205-216

Liang Huang,Yucong Duan, Zhangbing Zhou, Lixu Shao, Xiaobing Sun, Patrick C. K. Hung:Enhancing UML Class Diagram Abstraction with Page Rank Algorithm and Relationship Abstraction Rules. ICSOC Workshops 2016:103-116

Deng Zhao, Zhangbing Zhou,Yucong Duan, Patrick C. K. Hung:Energy-Aware Composition for Service-Oriented Wireless Sensor Networks. ICSOC Workshops 2016:117-121

Hui Yang, Xiaobing Sun,Yucong Duan, Han Zhao, Bin Li:On Expanding Abbreviated Identifiers in the Source Code. IDEAL 2016:588-595

Liang Huang,Yucong Duan, Xiaobing Sun, Zhaoxin Lin, Chuanpu Zhu:Enhancing UML Class Diagram Abstraction with Knowledge Graph. IDEAL 2016:606-616

Xiaobing Sun, Xiangyue Liu, Bin Li,Yucong Duan, Hui Yang, Jiajun Hu:Exploring topic models in software engineering data analysis:A survey. SNPD 2016:357-362

Hui Zhou, Chunyang Ye,Yucong Duan, Qi Qi, Yu Zhang:Estimating End-to-End Available Bandwidth for Cyber-Physical Applications in Hybrid Networks. WICON 2016:197-206

Alex Norta, Lixin Ma,Yucong Duan, Addi Rull, Merit Kõlvart, Kuldar Taveter:eContractual choreography-language properties towards cross-organizational business collaboration. J. Internet Serv. Appl. 6(1):8:1-8:23 (2015)

Zhangbing Zhou, Riliang Xing,Yucong Duan, Yueqin Zhu, Jianming Xiang:Event Coverage Detection and Event Source Determination in Underwater Wireless Sensor Networks. Sensors 15(12):31620-31643 (2015)

Yucong Duan, Guohua Fu, Nianjun Zhou, Xiaobing Sun, Nanjangud C. Narendra, Bo Hu:Everything as a Service (XaaS) on the Cloud:Origins, Current and Future Trends. CLOUD 2015:621-628

Yucong Duan, Nanjangud C. Narendra:Minimizing Overdesign and Underdesign. ACIT-CSI 2015:34-39

Wei Shi, Xiaobing Sun, Bin Li,Yucong Duan, Xiangyue Liu:Using Feature-Interface Graph for Automatic Interface Recommendation:A Case Study. CBD 2015:296-303

Longbin Chen,Yucong Duan, Meikang Qiu, Jian Xiong, Keke Gai:Adaptive Resource Allocation Optimization in Heterogeneous Mobile Cloud Systems. CSCloud 2015:19-24

Yangchao Liu, Xiaobing Sun,Yucong Duan:Analyzing program readability based on WordNet. EASE 2015:27:1-27:2

Yucong Duan, Qiang Duan, Abdelrahman Osman Elfaki, Chengxiang Ren:Formalizing Over Design and Under Design of Value Engineering for Context-Aware Cloud Service Development. FiCloud 2015:72-79

Yucong Duan, Chengxiang Ren, Nianjun Zhou, Xiaobing Sun, Mingdong Tang, Honghao Gao:A Problem-Value-Constraint Framework for Minimizing Under Design and Over Design in Web Service Based System Development. ICSS 2015:117-124

Yucong Duan, Yuan Cao, Xiaobing Sun:Various"aaS"of everything as a service. SNPD 2015:289-294

Meili Lu, Xiaobing Sun, Shaowei Wang, David Lo,Yucong Duan:Query expansion via WordNet for effective code search. SANER 2015:545-549

Yucong Duan, Nanjangud C. Narendra, Bo Hu, Donghong Li, Wenlong Feng, Wencai Du, Junxing Lu:A Survey on the Categories of Service Value/Quality/Satisfactory Factors. Computer and Information Science 2015:141-152

Yucong Duan, Keman Huang, Dan Chen, Yongzhi Wang, Ajay Kattepur, Wencai Du:Service Value Broker Patterns:An Empirical Collection and Analysis. Int. J. Networked Distributed Comput. 2(1):54-69 (2014)

Saixia Lyu, Jianxun Liu, Mingdong Tang, Guosheng Kang, Buqing Cao,Yucong Duan:Three-Level Views of the Web Service Network:An Empirical Study Based on ProgrammableWeb. BigData Congress 2014:374-381

Yucong Duan, Nanjangud C. Narendra, Wencai Du, Yongzhi Wang, Nianjun Zhou:Exploring Cloud Service Brokering from an Interface Perspective. ICWS 2014:329-336

Alex Norta, Lixin Ma,Yucong Duan:Designing a Contractual Choreography Language for Automating Cross-organizational Business Collaboration. SERVICES 2014:338-345

Yucong Duan, Christophe Cruz, Christophe Nicolle:Identifying Objective True/False from Subjective Yes/No Semantic based on OWA and CWA. J. Comput. 8(7):1847-1852 (2013)

Yucong Duan:Attaining and Applying Consistency from Semantic Evolved from Conceptualization. J. Comput. 8(9):2448-2454 (2013)

Yucong Duan, Hui Zhou, Ying Chang, Mengxing Huang, Shaofan Chen, Abdelrahman Osman Elfaki, Wencai Du:Characterizing E-service Economics based on E-contract and driven by E-value. ICIS 2013:143-148

Yucong Duan, Ajay Kattepur, Hui Zhou, Ying Chang, Mengxing Huang, Wencai Du:Service value broker patterns:Towards the foundation. ICIS 2013:149-154

Yucong Duan, Yongzhi Wang, Jinpeng Wei, Ajay Kattepur, Wencai Du:Constructing E-Tourism platform based on service value broker:A knowledge management perspective. IEEE BigData 2013:17-24

Yongzhi Wang, Jinpeng Wei, Mudhakar Srivatsa,Yucong Duan, Wencai Du:IntegrityMR:Integrity assurance framework for big data analytics and management applications. IEEE BigData 2013:33-40

Yucong Duan, Keman Huang, Ajay Kattepur, Wencai Du:Towards Value-Driven Business Modelling Based on Service Brokerage. ICSOC Workshops 2013:163-176

Yucong Duan, Yongzhi Wang, Jinpeng Wei, Ajay Kattepur, Wencai Du:Value-Added Modelling and Analysis in Service Value Brokerage. ICSOC Workshops 2013:209-222

Yucong Duan, Ajay Kattepur, Wencai Du:Service Value Broker Patterns:Integrating Business Modeling and Economic Analysis with Knowledge Management. ICWS 2013:615-616

Yucong Duan, Ajay Kattepur, Fekade Getahun, Abdelrahman Elfakiz, Wencai Du:Releasing the Power of Variability:Towards Constraint Driven Quality Assurance. IIAI-AAI 2013:15-20

Abdelrahman Osman Elfaki,Yucong Duan, Ruzi Bachok, Wencai Du, Md Gapar Md Johar, Sim Liew Fong:Towards Measuring of E-Learning Usability through User Interface. IIAI-AAI 2013:192-194

Abdelrahman Osman Elfaki,Yucong Duan, Sim Liew Fong, Md Gapar Md Johar, Wencai Du:Designing Learning Object Repository Using First Order Logic. IIAI-AAI 2013:413-414

Yucong Duan, Ajay Kattepur, Hui Zhou, Ying Chang, Mengxing Huang, Wencai Du:Service Value Broker Patterns:An Empirical Collection. SNPD 2013:675-682

Yucong Duan, Ajay Kattepur, Quirino Zagarese, Wencai Du:Service Value Broker Patterns:Integrating Business Modeling and Economic Analysis with Knowledge Management (Short Paper). SOCA 2013:140-145

Yucong Duan:Service Contracts:Current State and Future Directions. ICWS 2012:664-665

Yucong Duan:Value Modeling and Calculation for Everything as a Service (XaaS) Based on Reuse. SNPD 2012:162-167

Yucong Duan:A Survey on Service Contract. SNPD 2012:805-810

Yucong Duan:Modeling Service Value Transfer Beyond Normalization. SNPD 2012:811-816

Yucong Duan, Christophe Cruz, Christophe Nicolle:Managing Semantics Knowledge for 3D Architectural Reconstruction of Building Objects. SERA 2010:121-128

Yucong Duan, Christophe Cruz, Christophe Nicolle:Architectural Reconstruction of 3D Building Objects through Semantic Knowledge Management. SNPD 2010:261-266

Yucong Duan:A Dualism Based Semantics Formalization Mechanism for Model Driven Engineering. Int. J. Softw. Sci. Comput. Intell. 1(4):90-110 (2009)

Yucong Duan:Efficiency from Formalization:An Initial Case Study on Archi3D. SERA (selected papers) 2009:1-12

Yucong Duan:Propose Semantic Formalization for 3D Reconstruction of Architectural Objects. SERA 2009:78-85

Yucong Duan, Kyo Chul Kang, Yuqing Gu:A Solution Framework on Fundamentals in Model Transformation. ACIS-ICIS 2008:355-360

Yucong Duan:A dualism based semantics formalization mechanism for model driven engineering. IEEE ICCI 2008:185-194

Yucong Duan:Challenges of model transformation and a solution framework. RCIS 2008:247-252

Yucong Duan, Yuqing Gu, Xiaolan Fu, Shing-Chi Cheung, Jing Wang, Qingwu Hu:Distinguishing between Automatic and Manual Aspects of Model Driven Development. ECBS 2006:487-488

Yucong Duan, Xiaolan Fu, Shing-Chi Cheung, Yuqing Gu:An Entity-Relationship Model based Conceptual Framework for Model Driven Development. IASTED Conf. on Software Engineering 2006:200-205

Yucong Duan, Xiaolan Fu, Qingwu Hu, Yuqing Gu:An Ontology Definition Framework for Model Driven Development. ICCSA (4) 2006:746-755

Yucong Duan, Yuqing Gu, Xiaolan Fu:A Conceptual Approach to Modeling Model Driven Development Processes. ICN/ICONS/MCL 2006:179

Yucong Duan, Shing-Chi Cheung, Xiaolan Fu, Yuqing Gu:A Metamodel Based Model Transformation Approach. SERA 2005:184-191