社会多媒体内容分析，多媒体数据挖掘

   

081203-计算机应用技术

数字内容合成与伪造检测
多媒体内容分析

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

2019-09~现在, 中国科学院计算技术研究所, 研究员，前瞻研究实验室副主任
2008-06~2019-09,中国科学院计算技术研究所, 副研究员

多媒体技术

   

（1） 人工智能创新人物, 特等奖, 其他, 2021
（2） 北京市三八红旗奖章, 一等奖, 省级, 2020
（3） 面向开放环境下的数字内容伪造检测关键技术与服务平台建设, 一等奖, 省级, 2020
（4） MedialEval虚假图片检测国际评测第一名, 一等奖, 专项, 2015
（5） 北京市科技进步一等奖, 一等奖, 省级, 2014
（6） 中国计算机学会2012年度科学技术奖, 一等奖, 其他, 2012

[1] 曹娟, 卢名彦, 谢添, 刘浩远, 郭俊波. 一种社交平台的早期争议性消息检测方法及系统. CN: [[[CN111694955A]]], [[["2020-09-22"]]].
[2] 曹娟, 张雪瑶, 盛强, 谢添, 李锦涛. 一种基于双重情感的舆情检测方法及系统. CN: CN113239685A, 2021-08-10.
[3] 刘春阳, 陈志鹏, 曹娟, 张旭, 王鹏, 张翔宇, 李锦涛, 谢添. 基于无监督聚类的长文本可信度评估方法及系统. CN: CN110287314B, 2021-08-06.
[4] 曹娟, 郭俊波, 谢添, 刘浩远, 吕博, 王蕊. 一种用于社交网络的隐私控制自动设置方法及系统. CN: CN110059498B, 2021-07-23.
[5] 曹娟, 郭俊波, 谢添, 刘春阳, 陈志鹏, 张旭, 王鹏, 张翔宇. 基于关联图谱的社交网络用户异常检测方法和系统. CN: CN109829089B, 2021-03-05.
[6] 上官建峰, 曹娟, 杨玉婷, 李锦涛. 一种社交网络脆弱性评估方法和系统. CN: CN107886441B, 2021-01-08.
[7] 唐胜, 李瑜, 李锦涛, 曹娟, 张勇东. 一种长尾目标检测方法与系统. CN: CN111832406A, 2020-10-27.
[8] 曹娟, 亓鹏, 谢添, 刘浩远, 郭俊波. 一种融合多尺度视觉信息的虚假新闻检测方法及系统. CN: CN111797326A, 2020-10-20.
[9] 曹娟, 杨光, 谢添, 刘浩远, 郭俊波. 一种用于社交网络图片隐私风险检测与预警的方法及系统. CN: CN111639359A, 2020-09-08.
[10] 曹娟, 谢添, 郭俊波, 刘浩远. 基于多域视觉特征的新闻图像检测方法及系统、装置. CN: CN110889430A, 2020-03-17.
[11] 曹娟, 张勇东, 张俊强, 李锦涛. 一种有争议性新闻线索自动发现的方法及系统. CN: CN106372083B, 2019-10-18.
[12] 曹娟, 王佳臣, 谢添, 李锦涛, 郭俊波. 基于风格引导的双线性神经网络虚假新闻检测方法及系统. CN: CN110210016A, 2019-09-06.
[13] 曹娟, 王佳臣, 李锦涛, 郭俊波, 谢添, 刘浩远. 一种基于检索辅助的谣言检测方法及系统. CN: CN110188284A, 2019-08-30.
[14] 曹娟, 张勇东, 张俊强, 李锦涛. 新闻线索个性化推送方法及系统. CN: CN106484733B, 2019-07-30.
[15] 曹娟, 张勇东, 金志威, 李锦涛. 新媒体智能在线编辑方法、装置及网络信息发布平台. CN: CN106445894B, 2019-07-30.
[16] 曹娟, 钟雷, 郭俊波, 李锦涛, 谢添, 刘浩远. 一种针对新闻长文本的谣言检测方法及系统. CN: CN110032733A, 2019-07-19.
[17] 曹娟, 金志威, 上官建峰, 张勇东, 李锦涛. 一种用户自生产内容检测方法和系统. CN: CN110019812A, 2019-07-16.
[18] 曹娟, 上官建峰, 张雅滋, 李锦涛. 一种基于内容争议性的流行新闻预测方法和系统. CN: CN109977393A, 2019-07-05.
[19] 曹娟, 郭俊波, 谢添. 网络社交平台隐私甄别方法、系统、存储介质和计算机. CN: CN109739976A, 2019-05-10.
[20] 曹娟, 上官建峰, 卢名彦, 李锦涛. 基于社交媒体的用户隐私意识评估方法和系统. CN: CN109388754A, 2019-02-26.
[21] 上官建峰, 曹娟, 亓鹏, 李锦涛. 基于网络社交平台的隐私信息甄别方法. 中国: CN108681749A, 2018.10.19.
[22] 曹娟, 张俊强, 谢菲, 张勇东, 苏宇, 李锦涛, 吕锐, 陈明祥. 一种基于微博信息源的新闻认证方法及系统. 中国: CN104572807B, 2018.02.06.
[23] 曹娟, 上官建峰, 王佳臣, 李锦涛. 推荐系统的个性化隐私保护方法及系统. 中国: CN108628955A, 2018-10-09.
[24] 高宝强, 吴波, 曹娟, 张勇东, 李锦涛. 基于微博内容的关键词挖掘方法及系统. 中国: CN104504024B, 2018-09-07.
[25] 曹娟, 储达峰, 金志威, 张勇东, 谢菲, 苏宇. 一种基于微博平台的事件舆情信息提取方法及系统. 中国: CN104615627B, 2018-03-30.
[26] 张勇东, 吴波, 曹娟, 郭俊波, 李锦涛. 一种面向用户生成内容的分布式采集方法与系统. 中国: CN104735138B, 2018-01-09.
[27] 曹娟, 张勇东, 张俊强, 李锦涛. 一种基于文本的关键人名的提取方法及系统. 中国: CN106708796A, 2017-05-24.
[28] 曹娟, 张勇东, 张俊强, 李锦涛. 一种基于微博平台的事件外部信息源获取方法及系统. 中国: CN106372078A, 2017-02-01.
[29] 曹娟, 吴波, 谢菲, 张勇东, 苏宇, 李锦涛, 吕锐, 曹学会. 基于用户生成内容的新闻认证预警方法及系统. 中国: CN104636408A, 2015-05-20.
[30] 曹娟, 储达峰, 周兴, 张勇东, 谢菲, 苏宇. 一种基于微博平台的事件可视化方法及系统. 中国: CN104536956A, 2015-04-22.
[31] 宋一丞, 曹娟, 夏添, 张勇东, 李锦涛. 一种基于社会信息的网络视频在线地理定位系统. 中国: CN102522045B, 2014-12-10.
[32] 吴波, 曹娟, 张勇东, 李锦涛. 一种微博信息采集方法及系统. 中国: CN103399968A, 2013-11-20.
[33] 曹娟, 张勇东, 李锦涛. 网络视频话题检测的方法及其系统. 中国: CN101887459A, 2010-11-17.

1. 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

2. Zh-W Jin, J. Cao, Y-D Zhang，Q. Tian,  News Credibility Evaluation with Image Features, Trans. On Multimedia, 2016.
   

3. Zh-W Jin, J. Cao, Y-D Zhang， J.B. Luo, News Verification by Exploiting Conflicting Social Viewpoints in Microblogs, AAAI 2016.

4. Zhou X, Cao J, Jin Z, et al, Real-Time News Certification System on Sina Weibo, www, 2015.

5. 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.
   

6. 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.
7. Juan Cao, YongDong Zhang, RongRong Ji, Fei Xie, Yu Su, Web Video Topic Discovery and Structuralization with Social Network, Neurocomputing, 2014, in press.
8. 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.
9. Xingyu Gao, Juan Cao, Qin He, Jintao Li, A novel method for geographical social event detection in social media, ICIMCS, Huangshan, China, 2013.
10. Xingyu Gao, Juan Cao, Zhiwei Jin, Xin Li, Jintao Li, GeSoDeck: A Geo-Social Event Detection and Tracking System, ACM Multimedia, 2013.
11. 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.
12. 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.
13. 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.
14. 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.
15. 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.
16. 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.
17. 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.
18. 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)
19. 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.
20. 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
21. 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.
22. 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
23. 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
24. 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.
25. 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
26. 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
27. 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).
28. Yingcheng Song, Juan Cao, ZhiNeng Chen, YongDong Zhang, JinTao Li, Tag Transformer, ACM International Conference on Multimedia (ACM MM), Florence, Italy, 2010 (accepted).
29. 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).
30. 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.
31. Zhineng Chen, Juan Cao, Yicheng Song, Junbo Guo, Yongdong Zhang, Jintao Li: Context-oriented web video tag recommendation. WWW 2010: 1079-1080
32. 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
33. Lin Pang, Juan Cao, Junbo Guo, Shouxun Lin, Yan Song: Bag of Spatio-temporal Synonym Sets for Human Action Recognition. MMM 2010: 422-432
34. Zhineng Chen, Juan Cao, Tian Xia, Yicheng Song, Yongdong Zhang, Jintao Li, Web Video Retagging, Multimedia Tools and Applications， accepted, 2010
35. 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.
36. 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.
37. 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.
38. 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

[1] Qiong Nan, Juan Cao, Yongchun Zhu, Yanyan Wang, Jintao Li. MDFEND: Multi-domain Fake News Detection. The 30th ACM International Conference on Information & Knowledge Managementnull. 2022, https://dl.acm.org/doi/abs/10.1145/3459637.3482139.
[2] Yongchun Zhu, Qiang Sheng, Juan Cao, Qiong Nan, Kai Shu, Minghui Wu, Jindong Wang, Fuzhen Zhuang. Memory-Guided Multi-View Multi-Domain Fake News Detection. IEEE Transactions on Knowledge and Data Engineering[J]. 2022, [3] Qiang Sheng, Juan Cao, Xueyao Zhang, Xirong Li, Lei Zhong. Article Reranking by Memory-Enhance d Key Sentence Matching for Detecting Previously Fact-Checked Claims. The 59th Annual Meeting of the Association for Computational Linguisticsnull. 2021, https://aclanthology.org/2021.acl-long.425.pdf.
[4] Lei Li, Ke Gao, Juan Cao, Ziyao Huang, Yepeng Weng, Xiaoyue Mi, Zhengze Yu, Xiaoya Li, Boyang Xia. Progressive Domain Expansion Network for Single Domain Generalization. CVPRnull. 2021, [5] Xueyao Zhang, Juan Cao, Qiang Sheng, Lei Zhong, Kai Shu. Mining Dual Emotion for Fake News Detection. WWWnull. 2021, [6] Qiang Sheng, Xueyao Zhang, Juan Cao, Lei Zhong. Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning. The 30th ACM International Conference on Information and Knowledge Managementnull. 2021, https://dl.acm.org/doi/10.1145/3459637.3482440.
[7] Qi, Peng, Cao, Juan, Li, Xirong, Liu, Huan, Sheng, Qiang, Mi, Xiaoyue, He, Qin, Lv, Yongbiao, Guo, Chenyang, Yu, Yingchao. Improving Fake News Detection by Using an Entity-enhanced Framework to Fuse Diverse Multimodal Clues. ACM MMnull. 2021, [8] 亓鹏, 曹娟, 盛强. 语义增强的多模态虚假新闻检测. 计算机研究与发展[J]. 2021, 58(7): 1456-1465, http://lib.cqvip.com/Qikan/Article/Detail?id=7105055132.
[9] Wu, Tianyi, Tang, Sheng, Zhang, Rui, Cao, Juan, Zhang, Yongdong. CGNet: A Light-Weight Context Guided Network for Semantic Segmentation. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2021, 30: 1169-1179, http://dx.doi.org/10.1109/TIP.2020.3042065.
[10] Wu, Bo, Cheng, WenHuang, Zhang, Yongdong, Cao, Juan, Li, Jintao, Mei, Tao. Unlocking Author Power: On the Exploitation of Auxiliary Author-Retweeter Relations for Predicting Key Retweeters. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING[J]. 2020, 32(3): 547-559, http://dx.doi.org/10.1109/TKDE.2018.2889664.
[11] Yang, Guang, Cao, Juan, Chen, Zhineng, Guo, Junbo, Li, Jintao. Graph-based neural networks for explainable image privacy inference. PATTERN RECOGNITION[J]. 2020, 105: http://dx.doi.org/10.1016/j.patcog.2020.107360.
[12] Zhong, Lei, Cao, Juan, Sheng, Qiang, Guo, Junbo, Wang, Ziang. Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection. ACLnull. 2020, http://arxiv.org/abs/2005.07886.
[13] Cao Juan, Qi Peng, Sheng Qiang, Yang Tianyun, Guo Junbo, Li Jintao. Exploring the Role of Visual Content in Fake News Detection. Disinformati on, Misinformati on, and Fake News in Social Media[J]. 2020, http://arxiv.org/abs/2003.05096.
[14] Dong, Jiarong, Gao, Ke, Chen, Xiaokai, Cao, Juan. Refocused Attention: Long Short-Term Rewards Guided Video Captioning. NEURAL PROCESSING LETTERS[J]. 2020, 52(2): 935-948, http://dx.doi.org/10.1007/s11063-019-10030-y.
[15] Dai, Feng, Zhu, Chen, Ma, Yike, Cao, Juan, Zhao, Qiang, Zhang, Yongdong, IEEE. Freely Explore the Scene with 360 degrees Field of View. 2019 26TH IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES (VR)null. 2019, 888-889, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000521472600120.
[16] Wu, Tianyi, Tang, Sheng, Zhang, Rui, Cao, Juan, Li, Jintao, IEEE. TREE-STRUCTURED KRONECKER CONVOLUTIONAL NETWORK FOR SEMANTIC SEGMENTATION. 2019 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME)null. 2019, 940-945, [17] Wang, Wanneng, Ma, Yanan, Gao, Ke, Cao, Juan, ACM. Cost-free Transfer Learning Mechanism: Deep Digging Relationships of Action Categories. PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19)null. 2019, 103-111, http://dx.doi.org/10.1145/3343031.3350884.
[18] Qi, Peng, Cao, Juan, Yang, Tianyun, Guo, Junbo, Li, Jintao, Wang, J, Shim, K, Wu, X. Exploiting Multi-domain Visual Information for Fake News Detection. ICDMnull. 2019, 518-527, [19] Han Guo, Juan Cao, Yazi Zhang, Junbo Guo, Jintao Li. Rumor Detection with Hierarchical Social Attention Network. CIKM'18: PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENTnull. 2018, 943-951, http://dx.doi.org/10.1145/3269206.3271709.
[20] Jin Zhiwei, Cao Juan, Guo Han, Zhang Yongdong, Luo Jiebo, ACM. Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs. PROCEEDINGS OF THE 2017 ACM MULTIMEDIA CONFERENCE (MM'17)null. 2017, 795-803, http://dx.doi.org/10.1145/3123266.3123454.
[21] 金志威, 曹娟, 王博, 王蕊, 张勇东. 融合多模态特征的社会多媒体谣言检测技术研究. 南京信息工程大学学报：自然科学版. 2017, 9(6): 583-592, http://lib.cqvip.com/Qikan/Article/Detail?id=673716116.
[22] Jin Zhiwei, Cao Juan, Guo Han, Zhang Yongdong, Wang Yu, Luo Jiebo, Lee D, Lin YR, Osgood N, Thomson R. Detection and Analysis of 2016 US Presidential Election Related Rumors on Twitter. SOCIAL, CULTURAL, AND BEHAVIORAL MODELINGnull. 2017, 10354: 14-24, [23] Jin, Zhiwei, Cao, Juan, Zhang, Yongdong, Zhou, Jianshe, Tian, Qi. Novel Visual and Statistical Image Features for Microblogs News Verification. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2017, 19(3): 598-608, https://www.webofscience.com/wos/woscc/full-record/WOS:000395869400014.
[24] Juan Cao. , ,Zhang, Yongdong ,Ji, Rongrong,Li, XinCao, Juan (*) On application-unbiased benchmarking of web videos from a social network perspective. Multimedia Tools and Application. 2016, [25] Jin Zhiwei, Cao Juan, Zhang Yongdong, Luo Jiebo, AAAI. News Verification by Exploiting Conflicting Social Viewpoints in Microblogs. THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCEnull. 2016, 2972-2978, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000485474203002.
[26] Cao, Juan, Zhang, Yongdong, Ji, Rongrong, Li, Xin. On application-unbiased benchmarking of web videos from a social network perspective. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2016, 75(3): 1543-1556, https://www.webofscience.com/wos/woscc/full-record/WOS:000371309600012.
[27] Cao, Juan, Zhang, Yongdong, Ji, Rongrong, Xie, Fei, Su, Yu. Web video topics discovery and structuralization with social network. NEUROCOMPUTING[J]. 2016, 172: 53-63, http://dx.doi.org/10.1016/j.neucom.2014.10.103.
[28] Bao, Lei, Juan, Cao, Li, Jintao, Zhang, Yongdong. Boosted Near-miss Under-sampling on SVM ensembles for concept detection in large-scale imbalanced datasets. NEUROCOMPUTING[J]. 2016, 172: 198-206, http://dx.doi.org/10.1016/j.neucom.2014.05.096.
[29] Zhou Xing, Cao Juan, Jin Zhiwei, Xie Fei, Su Yu, Zhang Junqiang, Chu Dafeng, Cao Xuehui, ACM. Real-Time News Certification System on Sina Weibo. WWW'15 COMPANION: PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEBnull. 2015, 983-988, http://dx.doi.org/10.1145/2740908.2742571.
[30] Jin Zhiwei, Cao Juan, Jiang YuGang, Zhang Yongdong, Kumar R, Toivonen H, Pei J, Huang JZ, Wu X. News Credibility Evaluation on Microblog with a Hierarchical Propagation Model. 2014 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM)null. 2014, 230-239, [31] Chen, ZhiNeng, Ngo, ChongWah, Zhang, Wei, Cao, Juan, Jiang, YuGang. Name-Face Association in Web Videos: A Large-Scale Dataset, Baselines, and Open Issues. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY[J]. 2014, 29(5): 785-798, https://www.webofscience.com/wos/woscc/full-record/WOS:000342412700006.
[32] Song, Yicheng, Zhang, Yongdong, Cao, Juan, Tang, Jinhui, Gao, Xingyu, Li, Jintao. A Unified Geolocation Framework for Web Videos. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY[J]. 2014, 5(3): https://www.webofscience.com/wos/woscc/full-record/WOS:000344304000013.
[33] Juan Cao. A novel method for geographical social event detection in social media. ICIMCS. 2013, [34] Juan Cao. : GeSoDeck: A Geo-Social Event Detection and Tracking System. ACM Multimedia. 2013, [35] Juan Cao. An Unified Geolocation Framework for Web Video Social Network. ACM Transactions on Intelligent Systems and Technology (TIST). 2013, [36] Juan Cao. Community as a Connector: Associating Faces with Celebrity Names in Web Videos. ACM Multimedia. 2012, [37] Song, YiCheng, Zhang, YongDong, Cao, Juan, Xia, Tian, Li, JinTao. Web Video Geolocation by Geotagged Social Resources. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2012, 14(2): 456-470, https://www.webofscience.com/wos/woscc/full-record/WOS:000302702500018.
[38] Juan Cao. Leveraging Collective Wisdom for Web Video Retrieval through Heterogeneous Community Discovery. ACM Multimedia. 2011, [39] Pang, Lin, Cao, Juan, Bao, Lei, Zhang, Yongdong, Lin, Shouxun. Towards hierarchical context: unfolding visual community potential for interactive video retrieval. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2011, 55(1): 151-178, http://dx.doi.org/10.1007/s11042-010-0605-0.
[40] Cao, Juan, Ngo, ChongWah, Zhang, YongDong, Li, JinTao. Tracking Web Video Topics: Discovery, Visualization, and Monitoring. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2011, 21(12): 1835-1846, https://www.webofscience.com/wos/woscc/full-record/WOS:000297857600006.
[41] Feng, Bailan, Cao, Juan, Bao, Xiuguo, Bao, Lei, Zhang, Yongdong, Lin, Shouxun, Yun, Xiaochun. Graph-based multi-space semantic correlation propagation for video retrieval. VISUAL COMPUTER[J]. 2011, 27(1): 21-34, https://www.webofscience.com/wos/woscc/full-record/WOS:000285781100002.
[42] Chen, Zhineng, Cao, Juan, Xia, Tian, Song, Yicheng, Zhang, Yongdong, Li, Jintao. Web video retagging. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2011, 55(1): 53-82, https://www.webofscience.com/wos/woscc/full-record/WOS:000293140400004.
[43] Feng Bailan, Cao Juan, Chen Zhineng, Zhang Yongdong, Lin Shouxun, Chen HH, Efthimiadis EN, Savoy J, Crestani F, MarchandMaillet S. Multi-Modal Query Expansion for Web Video Search. SIGIR 2010: PROCEEDINGS OF THE 33RD ANNUAL INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH DEVELOPMENT IN INFORMATION RETRIEVALnull. 2010, 721-722, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000286904100106.
[44] Juan Cao. Graph-Based Multi-Space Semantic Correlation Diffusion for Video Retrieval. The Visual Computer, International Journal of Computer Graphics. 2010, [45] 冯柏岚, 包蕾, 曹娟, 张勇东, 林守勋. 基于多模态概念关联图的视频检索. 计算机辅助设计与图形学学报[J]. 2010, 827-832, http://lib.cqvip.com/Qikan/Article/Detail?id=33873861.
[46] PerisLopez, Pedro, HernandezCastro, Julio C, Tapiador, Juan M E, Li, Tieyan, Li, Yingjiu. Vulnerability analysis of RFID protocols for tag ownership transfer. COMPUTER NETWORKS[J]. 2010, 54(9): 1502-1508, http://dx.doi.org/10.1016/j.comnet.2009.11.007.
[47] Juan Cao. Explicit and Implicit Concept-based Video Retrieval with Bipartite Graph Propagation Model. ACM Multimedia. 2010, [48] Juan Cao. Trajectory-based Visualization of Web Video Topics. ACM Multimedia. 2010, [49] Xia, Tian, Cao, Juan, Zhang, Yongdong, Li, Jintao. On defining affinity graph for spectral clustering through ranking on manifolds. NEUROCOMPUTING[J]. 2009, 72(13-15): 3203-3211, http://www.corc.org.cn/handle/1471x/2402817.
[50] Song Yan, Lin Shouxun, Zhang Yongdong, Pang Lin, Cao Juan, IEEE. LOCALIZING AND RECOGNIZING ACTION UNIT USING POSITION INFORMATION OF LOCAL FEATURE. ICME: 2009 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-3null. 2009, 622-625, [51] Cao, Juan, Xia, Tian, Li, Jintao, Zhang, Yongdong, Tang, Sheng. A density-based method for adaptive LDA model selection. NEUROCOMPUTING[J]. 2009, 72(7-9): 1775-1781, http://www.corc.org.cn/handle/1471x/2401132.
[52] 曹娟, 张勇东, 李锦涛, 唐胜. 一种基于密度的自适应最优LDA模型选择方法. 计算机学报[J]. 2008, 31(10): 1780-1787, http://lib.cqvip.com/Qikan/Article/Detail?id=28494700.
[53] 曹娟. 基于概率主题模型的语义视频检索研究. 2008, [54] Cao Juan, Li Jintao, Zhang Yongdong, Tang Sheng. LDA-based retrieval framework for semantic news video retrieval. ICSC 2007: INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING, PROCEEDINGSnull. 2007, 155-+, http://dx.doi.org/10.1109/ICSC.2007.26.
[55] Pan Xuefeng, Li Jintao, Zhang Yongdong, Tang Sheng, Cao Juan, Amati G, Carpineto C, Romano G. Retrieval method for video content in different format based on spatiotemporal features. ADVANCES IN INFORMATION RETRIEVALnull. 2007, 4425: 728-+, [56] 曹娟, 周经野. 一种计算汉字串之间相关程度的新方法. 中文信息学报[J]. 2004, 18(4): 55-59, http://lib.cqvip.com/Qikan/Article/Detail?id=10009174.
[57] 蒋发群, 周经野, 曹娟. 隐式分词的中文输入法及其实现. 湘潭大学自然科学学报[J]. 2003, 25(3): 26-29,130, http://lib.cqvip.com/Qikan/Article/Detail?id=8396721.
[58] Chen, Zhineng, Cao, Juan, Song, Yicheng, Guo, Junbo, Zhang, Yongdong, Li, Jintao. Context-Oriented Web Video Tag Recommendation. http://arxiv.org/abs/1003.4637.
[59] Chen, Zhineng, Cao, Juan, Song, Yicheng, Zhang, Yongdong, Li, Jintao. Web Video Categorization based on Wikipedia Categories and Content-Duplicated Open Resources. http://arxiv.org/abs/1008.0757.

（1） 大数据大家谈, 电子工业出版社, 2017-01, 第 5 作者
（2） 中国人工智能发展报告（第22章）--互联网谣言检测与知识辨伪, 中国工信出版集团, 2020-10, 第 1 作者

   

（ 1 ） 大规模网络视频在线定位与地理信息挖掘技术研究, 负责人, 国家任务, 2012-01--2015-12
（ 2 ） 中科院青年创新促进会项目, 负责人, 中国科学院计划, 2011-01--2014-12
（ 3 ） UGC新闻认证预警关键技术研究, 负责人, 国家任务, 2016-01--2019-12
（ 5 ） 新华社UGC新闻认证预警系统, 负责人, 企业委托, 2015-01--2016-06
（ 6 ） 新华百科知识库系统构建, 负责人, 企业委托, 2015-01--2016-12
（ 7 ） 网络大数据的数据与隐私保护基础理论研究, 参与, 国家任务, 2016-07--2021-07
（ 8 ） XXXX, 负责人, 国家任务, 2014-06--2015-12
（ 9 ） 基于轨迹的网络话题检测和可视化研究, 负责人, 国家任务, 2010-01--2012-12
（ 10 ） 基于深度学习的互联网多媒体谣言检测理论与方法研究, 负责人, 研究所自选, 2017-05--2019-04
（ 11 ） 互联网谣言检测与舆论引导算法研究, 负责人, 国家任务, 2018-01--2021-12
（ 12 ） 复杂环境的多媒体智能感知软硬件技术研究及应用验证, 负责人, 地方任务, 2018-01--2019-12
（ 13 ） 面向网络空间的事件全生命周期监测, 负责人, 国家任务, 2018-02--2021-12
（ 14 ） 中国科学院计算技术研究所-寺库AI联合实验室, 负责人, 企业委托, 2019-05--2022-05
（ 15 ） 伪造检测系统建设, 负责人, 国家任务, 2021-07--2023-07
（ 16 ） 音视频伪造数据集和测试平台构建, 负责人, 地方任务, 2021-01--2022-01

（1）数字内容伪造与检测   中关村论坛新技术新产品发布会   2020-09-30
（2）信息真伪鉴定 — 让世界更可信   中国多媒体大会   2020-09-19
（3）重大社会事件中的虚假新闻治理与思考   社会服务计算与突发公共事件舆情应对论坛   2020-09-05

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