杜卿 - 华南理工大学

个人简介

已发表译著一本，在国际期刊和会议上发表了多篇论文，有多项发明专利和软件著作权，承担和参与了多项国家及省部级科研项目，同时和企业有良好的合作关系，负责研发了多项企事业委托项目。学历华南理工大学计算机应用博士教学经历主要承担本科生《高级语言程序设计（C++）》、《数据挖掘》和研究生《数据仓库与数据挖掘》等课程教学工作工作经历自2005年以来，一直在华南理工大学从事教学和科研工作。获奖情况多次获评优秀班主任，教学优秀等奖励科研项目近期主要参与的在研项目包括： 1、高效可解释性神经网络模型及理论研究（省重点研发计划牵头），广东省级科技计划项目 2、多模态智能机器人视觉感知与人机交互关键技术研究及应用示范（省重点研发计划牵头），广东省级科技计划项目 3、电商大数据中的评论智能分析技术研究及其示范应用，广州市产学研协同创新重大专项 4、基于大规模张量分解的超高维数据结构化表示与分析方法研究，国家自然科学基金项目 5、基于异构特征建模的用户社区发现技术及其应用研究，广东省自然科学基金博士启动项目，

研究领域

数据挖掘、机器学习，一直从事用户建模、个性化检索、推荐系统、社区发现等方面的研究工作

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）

Feng Sun ; Hanrui Wu ; Zhihang Luo ; Wenwen Gu ; Yuguang Yan ; Qing Du(*), Informative Feature Selection for Domain Adaptation, IEEE Access, 2019.09.27,vol 7 Du Qing(#); Xie Haoran; Cai Yi(*); Leung Ho-fung; Li Qing; Min Huaqing; Wang Fu Lee, Folksonomy-based personalized search by hybrid user profiles in multiple levels, Neurocomputing, 2016.09.05, 204: 142~152 Du, Qing(#); Wang, Qixuan; Huang, Dongping; Cai, Yi(*); Wang, Tao; Min, Huaqing, A relationship-based social question and answer system in social network, Journal of Information and Computational Science, 2015.6.20, 12(10): 3783~3798 Du, Qing(#); Wang, Qi-Xuan; Huang, Dong-Ping; Cai, Yi(*); Wang, Tao; Min, Hua-Qing, Question answering system based on social relationship and recommendation of the best answerer, Journal of South China University of Technology(Natural Science Edition), 2015.1.1, 43(1): 132~139 u, Qing(#); Liu, Yu; Huang, Dongping; Xie, Haoran; Cai, Yi(*); Min, Huaqing, Tag-group based user profiling for personalized search in folksonomies, IEICE Transactions on Information and Systems, 2014.10.1, E97D(10): 2739~2747 Haopeng Ren; ZeQuan Zeng; Yi Cai; Qing Du; Qing Li; Haoran Xie, A Weighted Word Embedding Model for Text Classification, International Conference on Database Systems for Advanced Applications(DASFAA 2019), 2019.4 Li J, Du Q, Cai Y, et al. Detecting Basic Level Categories by Term Weighting and Feature Entropy, International Conference on Big Data and Smart Computing, 2019: 1-6. Jingyun Xu; Yi Cai; Shuai Wang; Kai Yang; Qing Du; Jun Zhang; Li Yao; Jingjing Li, A Text Clustering Algorithm to Detect Basic Level Categories in Texts, Advances in Web-Based Learning; ICWL 2017, 2017.09.20-2017.09.22 Yang Yang; Hu Shuyue; Cai Yi; Du Qing; Leung Ho-fung; Lau Raymond Y. K., Exploring Reviews and Ratings on Reviews for Personalized Search, International Conference on Web-Based Learning (ICWL), 2015.11.05-2015.11.08 Du, Qing; Guo, Fen; Wang, Jiangxing, The Sentiment Analysis in Opinion Mining of Web News Comments, International Power, Electronics and Materials Engineering Conference (IPEMEC), 2015 Du, Qing; Ye, Wei Cheng; Guo, Fen; Wang, Jiang Xing, SRL-DP-NE: An opinion mining method based on web news comments, International Conference on Vehicle and Mechanical Engineering and Information Technology, VMEIT 2014, 2014 Du, Qing; Wang, Qixuan; Cheng, Jiaying; Cai, Yi; Wang, Tao; Min, Huaqing, Explore social question and answer system based on relationships in social network, 4th International Conference on Emerging Intelligent Data and Web Technologies, EIDWT 2013, 2013