路冬媛 博士
副教授 / 硕士生导师
联系方式:
办公电话:010-64494971
学术背景:
2007年 毕业于北京师范大学 信息学院,获学士学位;
2012年 毕业于中国科学院自动化研究所 获工学博士学位(导师:戴汝为院士);
2012年~2014年 新加坡国立大学(NUS) 计算机学院 任Research Fellow;
研究简介:
研究兴趣主要集中在社交网络结构分析、网络用户行为分析、个性化服务、文本情感分析等领域。
主持项目:
1. 惠园优秀青年学者培育项目,2017.9~2020.8
2. 国家自然科学基金青年项目,“跨社交网络大数据下的用户建模研究”,2017.01~2019.12.31;
3. 学校新进教师启动项目,2015.09~2017.12;
代表性论文:
1. Dongyuan Lu, Ruoshan Wu, Jitao Sang: Overlapped User-Based Comparative Study on Photo-sharing Websites. Information Sciences. 2017, 375, 54-70.(A类SCI)
2. Dongyuan Lu, Nan Zheng, Exploring the Heterogeneity of Social Media Dataset and A Pilot Study, 7th International Conference on Internet Multimedia Computing and Service, ICIMCS 2015, 2015.8.19-2015.8.21.
3. Bang Hui Lim, Dongyuan Lu, Tao Chen, Min-Ken Kan, #mytweet via Instagram: Exploiting User Behavior across Multiple Social Networks, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015.5.25-2015.8.28.
4. Jitao Sang, Zhengyu Deng, Dongyuan Lu, Changsheng Xu: Cross-OSN User Modeling by Homogeneous Behavior Quantification and Local Social Regularization. IEEE Transactions on Multimedia, 2015,17(12): 2259-2270. (A类SCI)
5. Tao Chen, Dongyuan Lu, Min-Ken Kan, Peng Cui, Understanding and classifying image tweets, 21st ACM International Conference on Multimedia, ACM MM 2013, 2013.10.21-2013.10.25.
6. Jitao Sang, Changsheng Xu, Dongyuan Lu: Learn to Personalized Image Search from the Photo Sharing Websites, IEEE Transactions on Multimedia, 2012, 14(4-1):963-974. (A类SCI)
7. Dongyuan Lu, Qiudan Li, Stephen Shaoyi Liao, A graph-based action network framework to identify prestigious members through member’s prestige evolution, Decision Support System, 2012, 53(1): 44-54.(A类SCI)
8. Dongyuan Lu, Qiudan Li, Personalized search on Flickr based on searcher’s preference prediction, 20th International Conference Companion on World Wide Web, WWW 2011, 2011.3.28-2011.4.1.
9.路冬媛,李秋丹,一种融合读者心情要素的新闻推送方法,中文信息学报,2011,25(3):79-85.