
电子邮件: caojuan@ict.ac.cn
通信地址: 北京市海淀区科学院南路6号
邮政编码: 100190
研究领域
社会多媒体内容分析,多媒体数据挖掘
招生信息
招生专业
招生方向
工作经历
曹娟,女,中科院计算所研究员,博士生导师。 主要从事多媒体内容分析与检索相关的研究工作,2009年开始,重点研究大规模网络视频的分析与挖掘,包括网络视频分类,检索,推荐,tag修正与推荐,视频话题发现,以及视频地理定位等研究。2008年6月中科院计算所博士毕业,2009年6月至9月赴香港城市大学Video Retrieval Group(VIREO)做学术访问,2010年11月至2011年10月赴美国哥伦比亚大学 Digital Video | Multimedia Lab(DVMM)做学术访问。目前担任国际期刊如“IEEE Transaction on Multimedia”, “Multimedia Tools and Application” 以及国内期刊如“计算机研究与发展”等审稿人。
迄今已在国际/国内期刊、国际会议上发表/录用学术论文40余篇,开发的视频语义检索系统在2008年国际视频检索评测(TRECVID)自动检索任务中获得第一名,交互式视频检索系统(VideoMap)在2009年交互式检索任务中获得第二名。目前主要研究大规模网络社交媒体分析,从2012年开始为新华社研发“新华百科知识库”和“互联网新闻认证系统”,并已经在新华社实际使用。 由于表现突出,2008年入选计算所“学术百星”计划, 2011年入选中科院首批“青年创新促进会”人才计划,2008年和2009年分别获得计算所“优秀论文/著作”二等奖,2009年和2013年分别被评为计算所“优秀员工”。
详情请见个人主页:http://mcg.ict.ac.cn/people/caojuan.html
工作简历
教授课程
专利与奖励
奖励信息
专利成果
出版信息
Zh-W Jin, J. Cao, H. Guo, Y-D Zhang, J.B. Luo, Multimodal Fusion with Recurrent Neural Networks forRumor Detection on Microblogs, ACM on Multimedia Conference, 2017
Zh-W Jin, J. Cao, Y-D Zhang,Q. Tian, News Credibility Evaluation with Image Features, Trans. On Multimedia, 2016.
Zh-W Jin, J. Cao, Y-D Zhang, J.B. Luo, News Verification by Exploiting Conflicting Social Viewpoints in Microblogs, AAAI 2016.
Zhou X, Cao J, Jin Z, et al, Real-Time News Certification System on Sina Weibo, www, 2015.
Jin Z, Cao J, Zhang Y, et al, MCG-ICT at MediaEval 2015: Verifying Multimedia Use with a Two-Level Classification Model, Proceedings of the MediaEval 2015 Workshop.
- Juan Cao, YongDong Zhang, RongRong Ji, Xin Li, On Application-Unbiased Benchmarking of Web Videos from a Socail Network Perspective, Multimedia Tools and Applications, 2014, in press.
- Juan Cao, YongDong Zhang, RongRong Ji, Fei Xie, Yu Su, Web Video Topic Discovery and Structuralization with Social Network, Neurocomputing, 2014, in press.
- Zhiwei Jin, Juan Cao, Yu-Gang Jiang, YongDong Zhang, News Credibility Evaluation on Microblog with a Hierarchical Propagation Model, IEEE International Conference on Data Mining, 2014, ShenZhen, China.
- Xingyu Gao, Juan Cao, Qin He, Jintao Li, A novel method for geographical social event detection in social media, ICIMCS, Huangshan, China, 2013.
- Xingyu Gao, Juan Cao, Zhiwei Jin, Xin Li, Jintao Li, GeSoDeck: A Geo-Social Event Detection and Tracking System, ACM Multimedia, 2013.
- YiCheng Song, YongDong Zhang, Juan Cao, Xingyu Gao, Jintao Li, A Unified Geolocation Framework for Web Videos, ACM Transactions on Intelligent Systems and Technology(TIST), 2013.
- Yingcheng Song, YongDong Zhang, Juan Cao, Tian Xia, Wu Liu,JinTao Li, Web Video Geolocation by Geotagged Social Resources, IEEE Transaction on Multimedia(TMM), 14(2):456-470, 2012.
- Zhineng Chen, Chong-Wah Ngo, Juan Cao, and Wei Zhang, Community as a Connector: Associating Faces with Celebrity Names in Web Videos, ACM Multimedia(ACM MM), Nara, Japan, October 2012.
- Juan Cao, Chong-Wah Ngo, YongDong Zhang, JinTao Li, Tracking Web Video Topics: Discovery, Visualization and Monitoring, IEEE Transactions on Circuits and Systems for Video Technology(CSVT), 2011, in press.
- L. Pang, J. Cao, Y. D. Zhang, S. X. Lin, Leveraging Collective Wisdom for Web Video Retrieval through Heterogeneous Community Discovery , ACM MM 11, accepted , 2011.
- Juan Cao, Chong-Wah Ngo, YongDong Zhang, Liang Ma, Trajectory-based Visualization of Web Video Topics, ACM International Conference on Multimedia (ACM MM), Florence, Italy, 2010.
- Juan Cao, HongFang Jing, Chong-Wzah Ngo, YongDong Zhang, Distribution-based Concept Selection for Concept-based Video Retrieval, ACM International Conference on Multimedia (ACM MM), Beijing, China, Oct. 2009.
- Juan Cao, Tian Xia, Jintao Li, YongDong Zhang, Sheng Tang, A density-based method for adaptive LDA mod el selection, Neurocomputing, 72(7-9): 1775-1781 (2009)
- Juan Cao, YongDong Zhang, JunBo Guo, Lei Bao, JinTao Li, VideoMap: An Interactive Video Retrieval System of MCG-ICT-CAS. ACM International Conference on Image and Video Retrieval (CIVR), Santorin, 2009.
- Juan Cao, YongDong Zhang, YiCheng Song, ZhiNeng Chen, Xu Zhang, and JinTao Li, MCG-WEBV: A Benchmark Dataset for Web Video Analysis, Technical Report, ICT-MCG-09-001, Institute of Computing Technology, May. 2009
- Juan Cao, Jintao Li, Yongdong Zhang, The optimal condition of LDA model for video retrieval, Chinese Journal of Computers.Vol.31, no.10, pp.1780-1787,2008.
- Juan Cao, Yongdong Zhang, Bailan Feng, Xiufeng Hua, Lei Bao, and Xu Zhang, MCG-ICT-CAS TRECVID2008 search task report, TREC Video Retrieval Evaluation Online Proceedings (TRECVID), 2008
- Juan Cao, Jintao Li, Yongdong Zhang, Sheng Tang, LDA-Based Retrieval Framework for Semantic News Video Retrieval.IEEE International Conference on Semantic Computing (ICSC), 155-160, 2007
- Juan Cao, Sheng Tang, Jintao Li, Yongdong Zhang, Xuefeng Pan, A Lexicon-Guided LSI Method for Semantic News Video Retrieval, PCM2007, pp. 187-195, 2007.
- Juan Cao, Jintao Li, Yongdong Zhang, and Sheng Tang, A Novel Method for Spoken Text Feature Extraction in Semantic Video Retrieval, PCM06, pp. 270 – 278, 2006
- Juan Cao, YongDong Zhang, YiCheng Song, ZhiNeng Chen, Xu Zhang, and JinTao Li. "MCG-WEBV: A Benchmark Dataset for Web Video Analysis", Technical Report, ICT-MCG-09-001, Institute of Computing Technology, May. 2009
- Lei Bao, Juan Cao, YongDong Zhang, MingYu Chen, JinTao Li, Alexander Hauptmann, Explicit and Implicit Concept-based Video Retrieval with Bipartite Graph Propagation Model, ACM International Conference on Multimedia (ACM MM), 2010 (accepted).
- Yingcheng Song, Juan Cao, ZhiNeng Chen, YongDong Zhang, JinTao Li, Tag Transformer, ACM International Conference on Multimedia (ACM MM), Florence, Italy, 2010 (accepted).
- Zhineng Chen, Juan Cao, Yicheng Song, YongDong Zhang, JinTao Li, Web Video Categorization based on Wikipedia Categories and Content-Duplicated Open Resources, ACM International Conference on Multimedia (ACM MM), Florence, Italy, 2010 (accepted).
- Bailan Feng, Juan Cao, Lei Bao, Yongdong Zhang, Shouxun Lin, Xiuguo Bao, Xiaochun Yun. Graph-Based Multi-Space Semantic Correlation Diffusion for Video Retrieval. The Visual Computer, International Journal of Computer Graphics (SCI, IF: 1.061), Accepted.
- Zhineng Chen, Juan Cao, Yicheng Song, Junbo Guo, Yongdong Zhang, Jintao Li: Context-oriented web video tag recommendation. WWW 2010: 1079-1080
- Bailan Feng,Juan Cao, Zhineng Chen, Yongdong Zhang, Shouxun Lin,Multi-Modal Query Expansion for Web Video Search the ACM SIGIR 2010, Geneva, Switzerland, 2010
- Lin Pang, Juan Cao, Junbo Guo, Shouxun Lin, Yan Song: Bag of Spatio-temporal Synonym Sets for Human Action Recognition. MMM 2010: 422-432
- Zhineng Chen, Juan Cao, Tian Xia, Yicheng Song, Yongdong Zhang, Jintao Li, Web Video Retagging, Multimedia Tools and Applications, accepted, 2010
- Lin Pang, Juan Cao, Lei Bao, Yongdong Zhang and Shouxun Lin. Towards hierarchical context: unfolding visual community potential for interactive video retrieval. Multimedia tools and applications. DOI: 10.1007/s11042-010-0605-0.
- Tian Xia, Juan Cao, YongDong Zhang, and JinTao Li. On defining affinity graph for spectral clustering through ranking on manifolds. In Neurocomputing , 72 (2009) 3203-3211.
- Lei Bao, Juan Cao, Tian Xia, YongDong Zhang, JinTao Li, Locally Non-negative Linear Structure Learning for Interactive Image Retrieval, ACM International Conference on Multimedia (ACM MM), Beijing, China, Oct. 2009.
- Bailan Feng, Juan Cao, Shouxun Lin, Yongdong Zhang, Kun Tao, motion region-based trajectory analysis and re-ranking for video retrieval, IEEE International Conference on Multimedia and Expo(ICME), 2009
发表论文
发表著作
科研活动
科研项目
参与会议
指导学生
已指导学生
周兴 硕士研究生 081203-计算机应用技术
张俊强 硕士研究生 081203-计算机应用技术
何覃 硕士研究生 081203-计算机应用技术
申世伟 硕士研究生 081203-计算机应用技术
张雅滋 硕士研究生 081203-计算机应用技术
潘浩彬 硕士研究生 081203-计算机应用技术
钟雷 硕士研究生 081203-计算机应用技术
李潇雅 硕士研究生 081203-计算机应用技术
方凌飞 硕士研究生 081203-计算机应用技术
张雪遥 硕士研究生 081203-计算机应用技术
黄子尧 硕士研究生 085211-计算机技术
现指导学生
李蕾 博士研究生 081203-计算机应用技术
盛强 博士研究生 081203-计算机应用技术
杨天韵 博士研究生 081203-计算机应用技术
亓鹏 博士研究生 081203-计算机应用技术
王子昂 硕士研究生 081203-计算机应用技术
朱勇椿 博士研究生 081203-计算机应用技术
李润东 硕士研究生 081203-计算机应用技术
王政嘉 博士研究生 081203-计算机应用技术
赵昕颖 硕士研究生 085400-电子信息
胡焙哲 硕士研究生 085400-电子信息
苏思龙 硕士研究生 085400-电子信息
李佩瑶 硕士研究生 085400-电子信息
胡海波 硕士研究生 085400-电子信息
孙志豪 硕士研究生 081203-计算机应用技术
弭晓月 博士研究生 081200-计算机科学与技术