Jie Tang (Tang, Jie)

Associate Professor, IEEE Member, ACM Professional Member.

Knowledge Engineering Lab (Group)
Department of Computer Science and Technology
Tsinghua University

Work Phone Number: +8610-62788788-20
Office: 1-308, FIT Building, Tsinghua University, Beijing, 100084. China PR.
E-Mail:jietang at tsinghua . edu . cn
My Blog: Jie Tang's Blog
My FOAF: Jie Tang's FOAF
My ArnetMiner Page: Jie Tang's Arnet

I am an associate professor in Department of Computer Science and Technology of Tsinghua University. I obtained my Ph.D. in DCST of Tsinghua University in 2006. I became ACM Professional member in 2006 and IEEE member in 2007.

I have been visiting scholar at University of Illinois at Urbana-Champaign, Chinese University of Hong Kong, and Hong Kong University of Science and Technology. During my graduate career, I have been an intern at NLC group of Microsoft Research Asia from 2004 to 2005. I also have attended the internship program of IBM China Research Lab in 2004.

I am interested in social network mining/text mining and semantic web.

New ** ArnetMiner 6.0 is online!! **, December, 2009. New features include: Refined expertise search, FOAF export, academic statistics, user feedback.
ArnetMiner 5.0 is online!! April, 2009
ArnetMiner 4.0 is online!! November, 2008
ArnetMiner 3.0 is online!! April, 2008
ArnetMiner 2.0 is online!! July, 2007

To add such a social graph into your homepage, you can simply add the following scripts:

SELECTED RESEARCH PROJECTS (A COMPLETE LIST)

• XML Data Integration and Search Through Probabilistic Models. (2009-2010). National High-tech R&D Program (863 Program) under Grant No. 2009AA01Z138. (PI).
• Scalable Algorithms for Message Tagging and Community Discovery. (2008-2009). Tsinghua-Google Joint Research Project funded by Google Research (Major Member).
• Research of Semantic Content Annotation. (2008-2010). Chinese Young Faculty Research Funding under Grant No. 20070003093 (PI).
• Social Search in Web Community & Text Mining in Web 2.0. (2008-2010). Joint Research Project funded by IBM China Research Lab(PI). In this project, we jointly study how to combine the human intelligence with computer algorithms for improve the search quality. We also consider how to model the tagging and the timely information in the social search model.
• Research of Unified Models for Semantic Content Annotation. (2008-2010). NSFC Funded Project under Grant No. 60703059 (PI). The project addresses the semantic content annotation and semantic relationship extraction. Specifically, we will focus on studying different Markov random fields (e.g., Tree-structured Conditional Random Fields) for extracting and annotating the semantic instance and semantic relationship. We plan to apply the proposed models to a real-world social network system, ArnetMiner.
• Requirement Engineering Validation and Management. (2007-2012). National Foundational Science Research (973) under Grant No. 2007CB310803. (Member).
• Expertise Oriented Mining for Web Community. (2007-2008). Minnesota/China Collaborative Research Program jointly funded by University of Minnesota and Tsinghua University(PI and co-PI with Prof. Loren Terveen).In this research project, we will jointly study the new expertise oriented mining issues in the area of Web-based social networks. Specifically, we will focus on investigating three sub-topics, namely structured data extraction, information integration, and expertise search.

SELECTED PUBLICATIONS (A COMPLETE LIST)

Data Mining/Social Network Mining

• Jie Tang, Jing Zhang, Ruoming Jin, Zi Yang, Keke Cai, Li Zhang, and Zhong Su. Topic Level Expertise Search over Heterogeneous Networks. Machine Learning Journal, (to appear). [PDF] [URL]
• Jie Tang, Limin Yao, Duo Zhang, and Jing Zhang. A Combination Approach to Web User Profiling. ACM Transactions on Knowledge Discovery from Data (TKDD), (to appear). [PDF] [URL]
• Chenhao Tan, Jie Tang, Jimeng Sun, Quan Lin, and Fengjiao Wang. Social Action Tracking via Noise Tolerant Time-varying Factor Graphs. In Proceedings of the Sixteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD'2010). pp. 1049-1058. [PDF] [Slides] [Data&Code]
• Chi Wang, Jiawei Han, Yuntao Jia, Jie Tang, Duo Zhang, Yintao Yu, and Jingyi Guo. Mining Advisor-Advisee Relationships from Research Publication Networks. In Proceedings of the Sixteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD'2010). pp. 203-212. [PDF] [Slides]
• Jie Tang, Jimeng Sun, Chi Wang, and Zi Yang. Social Influence Analysis in Large-scale Networks. In Proceedings of the Fifteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD'2009). pp. 807-816. [PDF] [Slides] [Data]
• Jie Tang, Jing Zhang, Limin Yao, Juanzi Li, Li Zhang, and Zhong Su. ArnetMiner: Extraction and Mining of Academic Social Networks. In Proceedings of the Fourteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD'2008). pp.990-998. [PDF] [Slides] [Data]
• Jie Tang, Hang Li, Yunbo Cao, and Zhaohui Tang. Email Data Cleaning. In Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD'2005). August 21-24, 2005, Chicago, Illinois, USA. Full paper. pp. 489-499 [PDF] [Slides]
• Chonghui Zhu, Jie Tang, Hang Li, Hwee Tou Ng, and Tiejun Zhao. A Unified Tagging Approach to Text Normalization. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (ACL'2007). pp. 688-695 [PDF] [PPT]
• Jie Tang, Mingcai Hong, Duo Zhang, Bangyong Liang, and Juanzi Li. Information Extraction: Methodologies and Applications. In the book of Emerging Technologies of Text Mining: Techniques and Applications, Hercules A. Prado and Edilson Ferneda (Ed.), Idea Group Inc., Hershey, USA, 2007. pp. 1-33 [PDF]

Semantic Web/Database

• Juanzi Li, Jie Tang, Yi Li, and Qiong Luo. RiMOM: A Dynamic Multi-Strategy Ontology Alignment Framework. IEEE Transaction on Knowledge and Data Engineering. August 2009 (vol. 21 no. 8) pp. 1218-1232. [PDF] [URL]
• Jie Tang, Juanzi Li, Bangyong Liang, Xiaotong Huang, Yi Li, and Kehong Wang. Using Bayesian Decision for Ontology Mapping. Web Semantics: Science, Services and Agents on the World Wide Web, Vol(4) 4:243-262, December 2006. (if =3.41) [URL] [PDF] [Software]
• Jie Tang, Ho-fung Leung, Qiong Luo, Dewei Chen, and Jibing Gong. Towards Ontology Learning from Folksonomies. In Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI'2009). pp. 2089-2095. [PDF] [Slides]
• Qian Zhong, Hanyu Li, Juanzi Li, Guotong Xie, Jie Tang, and Lizhu Zhou. A Gauss Function based Approach for Unbalanced Ontology Matching. In Proceedings of the 2009 ACM SIGMOD international conference on Management of data (SIGMOD'2009). pp.669-680. [PDF] [Slides]
• Feng Shi, Juanzi Li, and Jie Tang. Actively Learning Ontology Matching via User Interaction. In Proceedings of the 8th International Conference of Semantic Web (ISWC'2009). pp. 585-600. [PDF] [Slides]
• Jie Tang, Mingcai Hong, Juanzi Li, and Bangyong Liang. Tree-Structured Conditional Random Fields for Semantic Annotation. In Proceedings of the 5th International Conference of Semantic Web (ISWC'2006). pp. 640-653 [PPT] [PDF]
• Jie Tang, Juanzi Li, Hong-Jun Lu, Bangyong Liang, and Kehong Wang. iASA: Learning to Annotate the Semantic Web. Journal on Data Semantics, IV. Springer Press. Nov, 2005:110-145 [PDF]

SURVEY AND TECHNIQUE REPORT

• 2006
• Personal Social Network: Toward Building, Searching, and Mining 每 September 5, 2006, at Beijing (ASWC'06) [PPT]
• An Introduction of Our Group 每 July 10, 2006, at Athens Greece [PPT]
• An Introduction to our work on semantic web content availability - July 11, 2006, at Athens Greece [PPT]
• 2005
• An Introduction for Conditional Random Fields 每 2, Dec, 2005, at Tsinghua [pdf]
• A Survey of Cross-lingual text classification 每 1st Aug 2005 [html]
• Email Data Cleaning - 23 Aug 2005 at Chicago, IL (KDD'05) [pdf]
• An Introduction for Support Vector Machines 每 25 July 2005 [pdf]
• A Survey for Probabilistic Model - 1 July 2005 [html]
• 2004
• Practical semantic web mining platform -19 Nov 2004 in Tsinghua [ppt]
• How to Write an A+ Research Paper 每 19 Mar 2004 in Tsinghua [ppt]
• Adaptive Document Management 每 10 Mar 2004 proposal in Tsinghua [ppt]

ACADEMIC ACTIVITIES

• Editorial Board Member:
  • Guest Editor of Special Issue of Large-scale Data Mining: Theory and Application on TKDD (ACM Transactions on Knowledge Discovery from Data)
  • Journal of Software (JSW)
  • Semantic Web Journal (SWJ)
  • ICST Transactions on Social- Informatics
  • Journal of Advances in Information Technology (JAIT)
• Conference/Workshop Organization:
  • Vice Program Chair of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence (WI'2010)
  • Co-Chair of Workshop LDMTA'2010 on SIGKDD'2010
  • Co-Chair of Workshop LDMTA'2009 on ICDM'2009
  • Co-Chair of Workshop SWSM'2009 on CIKM'2009
  • Co-Chair of Workshop Financial Data Mining (FDM'2009)
  • Co-Chair of Workshop SWSM'2008 on WWW2008
  • Registration Chair of ASWC'2006.
• PC Member:
• 2011: WSDM'2011.
• 2010: SIGKDD'2010, SIGIR'2010, WWW'2010 (DM&ML track), ACL'2010, COLING'2010, ICDM'2010, WSDM'2010, ISWC'2010 (SW in Use), EMNLP'2010, DASFAA'2010, WI'2010, DEXA'2010, ISDPE'2010, ASONAM'2010, CloudCom'2010, INCoS'2010.
• 2009: SIGIR'2009, SDM'2009, DEXA'2009, WISE'2009, WI'2009, IUI'2009, ASONAM'2009, ICCCI'2009, NLPIR4DL'2009, MCPC'2009, CISIS'2009, CASoN'2009, APWeb-WAIM'2009, KDIR'2009, CloudCom'2009, AIRS'2009, ACM RecSys'2009, SAW'2009, ICIS'2009, CSWS'2009, WSM'2009, WISM'09-AICI'09, ASWC'2009, OEDM'09.
• 2008: IJCNLP'2008, SAW'2008, WWW'2008 Poster Session, NIMC'2008, SOCASE'2008, PGSC'2008, SNA-KDD'2008, ASWC'2008, WI'2008, IWCSN'2008, OAEI'2008(SPC).
• 2007: SOCASE'2007, PGSC'2007, WI'2007, OAEI'2007 (SPC).
• Paper Reviewer of TKDE (IEEE Transactions on Knowledge and Data Engineering), TKDD (ACM Transactions on Knowledge Discovery from Data), IEEE TNN (IEEE Transactions on Neural Networks ), Machine Learning Journal, TALIP (ACM Transactions on Asian Language Information Processing),SMC (IEEE Transactions on Systems, Man, and Cybernetics), PRL (Pattern Recognition Letter), JWE (Journal of Web Engineering), KAIS (Knowledge and Information Systems), JNLE (Journal of Natural Language Engineering).

SOFTWARES

• New ** ArnetMiner 6.0 (Academic Researcher Social Network Search). [Introduction] [Development Team] [Talk@Leuven-on-social-mining-and-search] **
   A project on academic researcher social network building, search, and mining. Partly supported by NSFC, National 863, Chinese Young Faculty Award, IBM Award, etc. The system have been demonstrated at KDD'07, KDD'08, WWW'08, ISWC'07. Presentation about the system has been made at MSRA, GOOGLE China, CUHK, HKUST. This is a presentation I have made at ICT and CUHK. In this slides, I introduce the motivation and the main ideas in ArnetMiner.
New features include:
• Bole search
• Profile editing
• Graph search and summarization
• Sub-topic mining
• ...

Miss ArnetMiner 1.0 for ever.

• KEG_CRF (A fast linear conditional random fields (CRFs) tool). [Download]
   A fast linear conditional random fields tool. It is now used for researcher profiling in ArnetMiner and Information extraction from company annual report.
• RiMOM (Risk Minimization based Ontology Mapping). [Download]
   A project on ontology alignment (also ontology mapping).15/5/2009
• SWARMS (Semantic Web Aided Rich Mining System).
   A project on semantic data management. Papers published at Workshop of Contexts and Ontologies on AAAI'05, ASWC'2006, SKG'06, etc.

AWARDS

• Excellent employee of 2007 in DCST, Tsinghua University.
• Nominated as candidates for the 2006 Best PhD Thesis Award of China Computer Federation
• The 2006 Excellent PhD Thesis of Tsinghua University
• The 2005 first class scholarship of Tsinghua University (IBM scholarship) (Only two at DCST and four at Tsinghua University every year.)
• The 2004 first class scholarship of Tsinghua University (Intel scholarship) (Only two at DCST and five at Tsinghua University every year.)
• The 2003 first class scholarship of Tsinghua University (MITSUBISHI Scholarship)

RESOURCES

• A Conference/Journal List Organized by me and My Friends
• An interesting polls: To which conferences did you submit a paper in the last 2 years

FRIENDS

• Bangyong Liang
• Jun Xu
• Duo Zhang
• Juanzi Li at ArnetMiner
• Jing Zhang at ArnetMiner
• Yi Li at ArnetMiner
• Gina Yang

Visites since Jan. 1st, 2010.

Last updated date: May 10, 2010, by Jie Tang.