田锋 - 西安交通大学 - 电子与信息工程学院

个人简介

02/2000-12/2003 Xi’an Jiaotong University, Ph.D Degree Title Thesis: Modeling and Application of Coordination Based on High-level Petri Nets in CSCD Teaching 2008-current, Data Ming and Knowledge Discovery, Autum, for undergraduate program 2012-current, Complex Network and Social Network Analysis, Autumn, for master program 2005-2011, The theory and application of Multiagent system, Spring, for master program

研究领域

Big data analytics and application, especially in educational data mining and taxation data mining Smart education and Artificial Intelligence, especially involved in intelligent human-machine interaction in distance learning, personalization Service in e-Learning, affective computing, (meta)-cognitive strategy recognition, etc. Complex system modelling, especially in cloud system

近期论文

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[J23] Yanxiang Feng ; Keyi Xing ; Mengchu Zhou ; Feng Tian; Huixia Liu, Structural Liveness Analysis of Automated Manufacturing Systems Modeled by S4PRs, IEEE Trans. Automation Science and Engineering, 2019, Page(s):1-8 [J22].Yan Chen; Qinghua Zheng; Shuguang Ji; Feng Tian*; Haiping Zhu; Min Liu, Identifying at-risk students based on Phased Prediction Model, Knowledge and Information Systems, 2018, (Accepted，DOI:10.1007/s10115-019-01374-x, URL) J[23] Feng Tian, Fan Wu, Xiang Fei, Nashalaf Shah, Qinghua Zheng, Yuanyuan Wang, Improving generalization ability of instance transfer-based imbalanced sentiment classification of turn-level interactive Chinese texts,Service Oriented Computing and Applications, (DOI) [J21].Longzhuang Li, Feng Tian, Yonghuai Liu, Shanxian Mao, Approximate Top-K Answering under Uncertain Schema Mappings, Data & Knowledge Engineering. 2018 (Accepted, IF=1.467) [J20].Haiping Zhu, Yu Liu, Feng Tian*, Ke WU, Yifu Ni, Yan Chen, Qinghua Zheng, A Cross-Curriculum Video Recommendation Algorithm Based on a Video-Associated Knowledge Map, IEEE Access, vol. 6(1), Dec. 2018, pp:57562-57571. (Accepted, IF=3.557, PDF) [J19].Haiping Zhu, Yifu Ni, Feng Tian*, Pei Feng, Yan Chen, Qinghua Zheng, A group-oriented recommendation algorithm based on similarities of personal learning generative networks, IEEE Access, Vol. 6, 2018, pp:42729-42739. (on-line published, PDF, DOI:10.1109/ACCESS.2018.2856753) [C3]. Feng Tian, Jia Yue, Xing Wan, Qinghua Zheng, Kuo-Ming Chao, Qinghua Zheng, Learning State Recognition Based on Multi-channel Data Fusion, CVPR2018 workshop on Vision Meets Cognition: Functionality, Physics, Intentionality and Causality, Salt Lake City, USA, 2018, ( arXiv paper Preprint) [J18].Haiping Zhu, Feng Tian*, Ke Wu, Nazaraf Shah, Yan Chen, Yifu Ni, Xinhui Zhang, Kuo-Ming Chao, Qinghua Zheng, A Multi-Constraint Learning Path Recommendation Algorithm Based on Knowledge Map, Knowledge-based Systems, 2018, 143:102-114. (HTML, Accepted, IF=4.529) [J17]. Rong Zhang, Feng Tian*, Xiaochun Ren, Yaxing Chen, Kuoming Chao, Ruo-meng Zhao, Bo Dong, Wei Wang. Associate Multi-Task Scheduling Algorithm based on Self-adaptive Inertia Weight Particle Swarm Optimization with Disruption Operator and Chaos Operator in Cloud Environment, Service-Oriented Computing and Application, 2018 (3) :1-8 [J16].Yanping Chen, Qinghua Zheng, Feng Tian, Huan Liu, Yazhou Hao, Nazaraf Shah, Exploring Open Information via Event Network, Natural Language Engineering, 2018, 24(2), 199-220. [C2]. Rong Zhang, A-min Zhong, Bo Dong, Feng Tian*, Rui Li, Container-VM-PM Architecture: A Novel Architecture for Docker Container Placement, International Conference on Cloud Computing, 2018,128-140. [C1]. Feng Tian, Tian Lan, Kuo-Ming Chao, Nick Godwin, Qinghua Zheng, Nazaraf Shah, Mining Suspicious Tax Evasion Groups in Big Data,(Extended Abstract), IEEE ICDE 2017. [J15]. Feng Tian, Rong Zhang, Jacek Lewandowski, Kuo-Ming Chao, Longzhuang Li and Bo Dong, Deadlock-free migration for Virtual Machine Consolidation using Chicken Swarm Optimization Algorithm, Journal of Intelligent & Fuzzy Systems,vol. 32, no. 2, pp. 1389-1400, 2017, (html) (IF=1.004)