周魏

19/11/17 10:37:38 作者: 点击:[] [小] [中] [大]

周魏,博士,金沙国际注册娱乐网址副教授。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。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zhouweiATcqu.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。


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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