个人简介
周魏，博士，作为项目负责人，主持多项科研课题，包括国家自然科学基金1项、深圳市基础研究1项和广东省科技厅子课题1项。近年来在国际会议和期刊上发表SCI/EI检索论文20余篇。如果对我的研究感兴趣，请发邮件到zhouwei【AT】cqu.edu.cn。
承担的相关科研项目
[1]国家自然科学基金青年基金，基于用户生成信息分析和异常群组发现的推荐系统托攻击检测研究. 2017/01-2019/12，已结题，主持。
[2]深圳市基础研究自由探索项目,基于迁移学习和用户信任度的推荐系统垃圾信息检测研究. 2018.11-2020/10，在研，主持。
研究领域
主要研究兴趣包括内容推荐系统、用户行为分析、机器学习和数据挖掘等。
近期论文
查看导师新发文章
（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）
论文列表：
[1] Wei Zhou, Junhao Wen, Qingyu Xiong, Min Gao, Jun Zeng. SVM-TIA a shilling attack detection method based on SVM and target item analysis in recommender systems[J]. Neurocomputing, 2016, 210(197-205). （中科院2区，CCF推荐期刊）
[2] Min Yang, Qingnan Jiang, Ying Shen, Qingyao Wu, Zhou Zhao, Wei Zhou*. Hierarchical human-like strategy for aspect-level sentiment classification with sentiment linguistic knowledge and reinforcement learning [J]. Neural networks, 2019, 117(240-8). （中科院1区，CCF B类，通讯作者）
[3] Wei Zhou, KOH Y S, WEN J, et al. Detection of abnormal profiles on group attacks in recommender systems; proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2014, Gold Coast, QLD.（short，CCF A类）
[4] Wei Zhou, P.Y.Mok, Yanghong Zhou, Yangping Zhou, Jialie Shen, Qiang Qu, K.P.Chau. Fashion recommendations through cross-media information retrieval [J]. Journal of Visual Communication and Image Representation, 2019, 61(112-120). （CCF 推荐）
[5] Tian Cheng, Junhao Wen, Qingyu Xiong, Jun Zeng, Wei Zhou*, Xueyuan Cai. Personalized Web Service Recommendation Based on QoS Prediction and Hierarchical Tensor Decomposition [J]. IEEE Access, 2019, 7(62221-30).（中科院2区，通讯作者）
[6] Min Yang, Lei Chen, Xiaojun Chen, Qingyao Wu, Wei Zhou, Ying Shen. Knowledge-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning. International Joint Conference on Artificial Intelligence (IJCAI), 2019.（CCF A类）
[7MinYang, Wenting Tu, Qiang Qu, Wei Zhou, Qiao Liu, Jia Zhu. Advanced community question answering by leveraging external knowledge and multi-task learning [J]. Knowledge-Based Systems, 2019, 171(106-19).（中科院2区，CCF推荐）
[8] Wei Zhou, WEN J, KOH Y S, et al. Attack detection in recommender systems based on target item analysis; proceedings of the 2014 International Joint Conference on Neural Networks, IJCNN 2014, F, 2014 [C]. Institute of Electrical and Electronics Engineers Inc. （CCF 推荐）
[9] Wei Zhou, WEN J, GAO M, et al. A shilling attack detection method based on SVM and target item analysis in collaborative filtering recommender systems [M]//ZHANG Z, ZHANG S, ZHANG Z, et al. 8th International Conference on Knowledge Science, Engineering and Management, KSEM 2015. Springer Verlag. 2015: 751-63.（CCF 推荐）
[10] Wei Zhou, WEN J, XIONG Q, et al. Abnormal group user detection in recommender systems using multi-dimension time series [M]. Social-Informatics and Telecommunications Engineering, LNICST. Springer Verlag. 2017: 373-83.（CCF 推荐）
[11] Wei Zhou, WEN J, GAO M, et al. A QoS preference-based algorithm for service composition in service-oriented network [J]. Optik, 2013, 124(20): 4439-44.
[12] Wei Zhou, WEN J, GAO M, et al. Abnormal profiles detection based on time series and target item analysis for recommender systems [J]. Math Probl Eng, 2015.
[13] Romana Talat, Muhammad Muzammal, Qiang Qu, Wei Zhou*. etc. A Decentralized System for Green Energy Distribution in a Smart Grid[J]. Journal of Energy Engineering, 2019, 146(1): 04019036.（中科院3区，通讯作者）
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