Stream-based community discovery via relational hypergraph factorization on evolving networks

CEUR Workshop Proceedings

Volumn 655, Issue , 2010, Pages 41-52

  Bockermann, Christian ^a   Jungermann, Felix ^a  

^a TU DORTMUND UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

DATA PROCESSING; SOCIAL NETWORKING (ONLINE);

AMOUNT OF INFORMATION; BUILDING PROCESS; COMMUNITY DISCOVERIES; COMMUNITY MODEL; CONTINUOUS INTEGRATIONS; EVOLVING NETWORKS; STREAM-BASED; STREAMING DATA;

DIGITAL STORAGE;

EID: 84873847005     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. E. Acar, S. A. Çamtepe, M. S. Krishnamoorthy, and B. Yener. Modeling and multiway analysis of chatroom tensors. In ISI, pages 256-268, 2005.
2. E. Acar, S. A. Çamtepe, and B. Yener. Collective sampling and analysis of high order tensors for chatroom communications. In ISI, pages 213-224, 2006.
3. J. F. Allen. Towards a general theory of action and time. Artificial Intelligence, 23:123-154, 1984.
4. B. Bader, M. W. Berry, and M. Browne. Survey of Text Mining II, chapter Discussion tracking in Enron email using PARAFAC, pages 147-163. Springer, 2007.
5. A. Banerjee, S. Basu, and S. Merugu. Multi-way clustering on relation graphs. In SDM. SIAM, 2007.
6. D. Cai, X. He, and J. Han. Tensor space model for document analysis. In E. N. Efthimiadis, S. T. Dumais, D. Hawking, and K. Järvelin, editors, SIGIR, pages 625-626. ACM, 2006.
7. R. Harshman. Foundations of the parafac procedure: Models and conditions for an explanatory multi-modal factor analysis. UCLA Working Papers in Phonetics, 16, 1970.
8. T. Hastie, R. Tibshirani, The elements of statistical learning-data mining, inference and prediction. Springer, Berlin Heidelberg New York, 2001.
9. T. G. Kolda, B. W. Bader, and J. P. Kenny. Higher-order web link analysis using multilinear algebra. In ICDM '05: Proceedings of the Fifth IEEE International Conference on Data Mining, pages 242-249, 2005.
10. L. D. Lathauwer, B. D. Moor, and J. Vandewalle. A multilinear singular value decomposition. SIAM J. Matrix Anal. Appl., 21(4):1253-1278, 2000.
11. Y.-R. Lin, J. Sun, N. Cao, and S. Liu. Contextour: Contextual contour visual analysis on dynamic multi-relational clustering. In Proceedings of the SIAM Conference on Data Mining (SDM10), 2010. Not published, yet.
12. Y.-R. Lin, J. Sun, P. Castro, R. Konuru, H. Sundaram, and A. Kelliher. Metafac: Community discovery via relational hypergraph factorization. In Proceedings of the SIGKDD 2009, pages 527-536, Paris, France, 2009. ACM.
13. A. Shashua and T. Hazan. Non-negative tensor factorization with applications to statistics and computer vision. In ICML '05: Proceedings of the 22nd international conference on Machine learning, pages 792-799, New York, NY, USA, 2005. ACM.
14. J. Sun, D. Tao, and C. Faloutsos. Beyond streams and graphs: dynamic tensor analysis. In Proceedings of the SIGKDD 2006, pages 374-383, New York, NY, USA, 2006. ACM.
15. X. Wang, J.-T. Sun, Z. Chen, and C. Zhai. Latent semantic analysis for multipletype interrelated data objects. In Proceedings of the SIGIR 2006, pages 236-243, New York, NY, USA, 2006. ACM.