曹娟

中国科学院计算技术研究所

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  • 曹娟
  • 研究员
简历:
2019年9月—今:中国科学院计算所,研究员,跨媒体计算课题组负责人2010年9月—2019年9月:中国科学院计算所,副研究员,博士生导师 (期间:2010年9月—2011年9月:美国哥伦比亚大学,访问学者)2008年7月—2010年9月:中国科学院计算所,助理研究员 (期间:2009年6月—2009年9月:香港城市大学,高级访问学者)2005年9月—2008年7月:中国科学院计算所,博士1998年7月—2005年9月:湘潭大学,计算机学院,本科-硕士跨媒体课题组网站:http://mcg.ict.ac.cn/wordpress/
研究方向:
多媒体内容安全,虚假信息检测,虚假商品检测
社会任职:
获奖及荣誉:
代表论著:
【代表论著】1. P Qi, J Cao, T Yang, J Guo, J Li, Exploiting Multi-domain Visual Information for Fake News Detection, ICDM 2019.2. H Guo, J Cao, Y Zhang, J Guo, J Li,Rumor detection with hierarchical social attention network,CIKM 2018.3. Zh-W Jin, J. Cao, H. Guo, Y-D Zhang, J.B. Luo, Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs, ACM on Multimedia Conference, 20174. Zh-W Jin, J. Cao, Y-D Zhang,Q. Tian, News Credibility Evaluation with Image Features, Trans. On Multimedia, 2016.5. Zh-W Jin, J. Cao, Y-D Zhang, J.B. Luo, News Verification by Exploiting Conflicting Social Viewpoints in Microblogs, AAAI 2016.6. Zhou X, Cao J, Jin Z, et al, Real-Time News Certification System on Sina Weibo, www, 2015.7. 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. 8. Juan Cao, YongDong Zhang, RongRong Ji, Xin Li, On Application-Unbiased Benchmarking of Web Videos from a Socail Network Perspective, Multimedia Tools and Applications, 2014.9. Juan Cao, YongDong Zhang, RongRong Ji, Fei Xie, Yu Su, Web Video Topic Discovery and Structuralization with Social Network, Neurocomputing, 2014.10. 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.11. Xingyu Gao, Juan Cao, Zhiwei Jin, Xin Li, Jintao Li, GeSoDeck: A Geo-Social Event Detection and Tracking System, ACM Multimedia, 2013.12. 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), 2013.13. 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, 2012.14. 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 2012.15. 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), 2011.16. 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 , 2011.17. 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, 2010.18. 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. 2009.19. 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)20. 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, 2009.21. 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. 200922. Juan Cao, Jintao Li, Yongdong Zhang, The optimal condition of LDA model for video retrieval, Chinese Journal of Computers.Vol.31, no.10, pp.1780-1787,2008.23. 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), 200824. 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, 200725. Juan Cao, Sheng Tang, Jintao Li, Yongdong Zhang, Xuefeng Pan, A Lexicon-Guided LSI Method for Semantic News Video Retrieval, PCM2007, pp. 187-195, 2007.26. 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, 200627. 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. 200928. 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), 2010.29. Yingcheng Song, Juan Cao, ZhiNeng Chen, YongDong Zhang, JinTao Li, Tag Transformer, ACM International Conference on Multimedia (ACM MM), Florence, Italy, 2010 (accepted).30. 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).31. 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.32. Zhineng Chen, Juan Cao, Yicheng Song, Junbo Guo, Yongdong Zhang, Jintao Li: Context-oriented web video tag recommendation. WWW 2010: 1079-108033. Bailan Feng,Juan Cao, Zhineng Chen, Yongdong Zhang, Shouxun Lin,Multi-Modal Query Expansion for Web Video Search the ACM SIGIR 2010, Geneva, Switzerland, 201034. Lin Pang, Juan Cao, Junbo Guo, Shouxun Lin, Yan Song: Bag of Spatio-temporal Synonym Sets for Human Action Recognition. MMM 2010: 422-43235. Zhineng Chen, Juan Cao, Tian Xia, Yicheng Song, Yongdong Zhang, Jintao Li, Web Video Retagging, Multimedia Tools and Applications, accepted, 201036. 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/s11042-010-0605-0.37. Tian Xia, Juan Cao, YongDong Zhang, and JinTao Li. On defining affinity graph for spectral clustering through ranking on manifolds. In Neurocomputing , 72 (2009) 3203-3211.38. 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. 2009.39. 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【专利】1. 新闻线索个性化推送方法及系统, 已授权2. 新媒体智能在线编辑方法、装置及网络信息发布平台,已授权3. 一种基于微博信息源的新闻认证方法及系统,已授权4. 基于用户生成内容的新闻认证预警方法及系统,已授权5. 一种基于微博平台的事件舆情信息提取方法及系统, 已授权6. 网络视频话题检测的方法及其系统, 已授权7. 一种基于社会信息的网络视频在线地理定位系统, 已授权8. 基于微博平台的事件关键人物提取技术, 已授权9. 基于微博平台的新闻事件外部信息源提取技术, 已授权10. 基于微博平台的有价值新闻线索自动发现的方法和系统, 已授权
承担科研项目情况:
1. 网络谣言检测与舆论引导算法研究,基金委联合重点基金项目,主持。2018.1-2021.122. 互联网xx事件检测和预警,国家重点研发计划课题,主持, 2018.1-2021.123. 网络大数据的数据与隐私保护基础理论研究, 国家重点研发计划课题,执行负责人, 2016-07--2021-074. 复杂环境下的虚假信息检测软硬件算法研究,北京市科委创新课题,主持,2018.1-2019.125. 虚假奢侈品检测与智能推荐,企业横向课题,主持,2019.3-2022.36. 基于深度学习的互联网多媒体谣言检测理论与方法研究, 国家自然科学基金项目,主持, 2017-05--2019-047. 大规模网络视频在线定位与地理信息挖掘技术研究, 国家自然科学基金项目,主持,2012-01--2015-128. 中国科学院青年创新促进会项目, 主持, 2011-01--2014-129. 新华社UGC新闻认证预警系统, 企业横向,主持, 2015-01--2016-0610. 新华百科知识库系统构建, 企业横向,主持, 2015-01--2016-1211. 基于轨迹的网络话题检测和可视化研究, 国家自然科学基金项目,主持, 2010-01--2012-12
学科类别:
计算机应用技术
所属部门:
前瞻研究实验室
专家类别:
正高
杰青入选时间:
百人入选时间:
其他备注:
博导计算机应用技术
其他备注2:
其他备注3: