Identifying, attributing and describing spatial bursts

Proceedings of the VLDB Endowment

Volumn 3, Issue 1, 2010, Pages 1091-1102

  Mathioudakis, Michael ^a   Bansal, Nilesh ^a   Koudas, Nick ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

DEMOGRAPHIC FACTORS; GEOGRAPHICAL LOCATIONS; INTELLIGENT PROCESSING; SOCIAL MEDIA; TEXT COLLECTION; USER-GENERATED; USER-GENERATED CONTENT; WEALTH OF INFORMATION;

EID: 81455159027     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/1920841.1920978     Document Type: Article

References (15)

1. D. Agarwal, A. McGregor, J. M. Phillips, S. Venkatasubramanian, and Z. Zhu. Spatial scan statistics: approximations and performance study. In KDD, 2006.
2. D. Agarwal, J. M. Phillips, and S. Venkatasubramanian. The hunting of the bump: on maximizing statistical discrepancy. In SODA 2006, 2006.
3. L. Backstrom, J. M. Kleinberg, R. Kumar, and J. Novak. Spatial variation in search engine queries. In WWW, 2008.
4. N. Bansal and N. Koudas. Blogscope: A system for online analysis of high volume text streams. In WebDb, 2007.
5. T. H. Cormen, C. E. Leiserson, R. L. Rivest, and C. Stein. Introduction to Algorithms, Second Edition. The MIT Press and McGraw-Hill Book Company, 2001.
6. D. P. Dobkin, D. Gunopulos, and W. Maass. Computing the maximum bichromatic discrepancy with applications to computer graphics and machine learning. In Journal of Computer and System Sciences, 1996.
7. G. P. C. Fung, J. X. Yu, H. Liu, and P. S. Yu. Time-dependent event hierarchy construction. In KDD, 2007.
8. G. P. C. Fung, J. X. Yu, P. S. Yu, and H. Lu. Parameter free bursty events detection in text streams. In VLDB, 2005.
9. J. Kleinberg. Bursty and hierarchical structure in streams. In KDD, 2002.
10. J. M. Kleinberg and E. Tardos. Approximation algorithms for classification problems with pairwise relationships: metric labeling and markov random fields. J. ACM, 2002.
11. M. Kulldorff. A spatial scan statistic. Communications in Statistics: Theory and Methods 26(6), 1481-1496, 1997.
12. C. D. Manning, P. Raghavan, and H. Schütze. Introduction to Information Retrieval. 2008.
13. S. Sarawagi. Explaining differences in multidimensional aggregates. The VLDB Journal, 1999.
14. A. Siddharthan, C. D. Manning, and H. Schutze. Foundations of Statistical Natural Language Processing. Cambridge University Press, 1999.
15. Y. Zhu and D. Shasha. Efficient elastic burst detection in data streams. In KDD, 2003.