Tag-geotag correlation in social networks

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2008, Pages 59-66

  Lee, Sang Su ^a   Won, Dongwoo ^a   McLeod, Dennis ^a  

^a University of Southern California   (United States)

Author keywords

Clustering; Geotagging; Power law for correlation among tagging and geotagging; Tagging

Indexed keywords

CLUSTERING; COLLABORATIVE TAGGING; GEOGRAPHICAL DISTRIBUTION; GEOTAGGING; INTER-RELATIONSHIPS; POWER LAW; POWER LAW FOR CORRELATION AMONG TAGGING AND GEOTAGGING; SEARCH PROBLEM; SOCIAL NETWORKS; STRONG CORRELATION; TAG SIMILARITY; TAGGING;

KNOWLEDGE MANAGEMENT; METADATA; SEMANTICS;

CORRELATION METHODS;

EID: 70349326631     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1458583.1458595     Document Type: Conference Paper

References (18)

1. Arthur, D and Vassilvitskii, S. k-means++: The Advantages of Careful Seeing. In Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms (New Orleans, Louisiana, USA, January 7-9, 2007). SODA 2007. Society for Industrial and Applied Mathematics, Philadelphia, PA. 1027-1035. DOI=http://doi.acm.org/10.1145/1283383.1283494
2. Brooks, C.H. and Montanez, N. Improved Annotation of the Blogosphere via autotagging and hierarchical clustering. In Proceedings of the 15th international conference on World Wide Web (Edinburgh, Scotland, UK, May 23-26, 2006). WWW '06. ACM Press, New York, NY, 625-632. DOI=http://doi.acm.org/10. 1145/1135777.1135869
3. Belelman, G., Keller, P., and Smadja, F. Automated Tag Clustering: Improving search and exploration in the tag space. In Proceedings of Collaborative Web Tagging Workshop at WWW (Edinburgh, Scotland, UK, May 23-26, 2006).
4. del.icio.us. http://del.icio.us/
5. Flickr. http://www.flickr.com/
6. Golder, S. and Huberman, B. 2006. The structure of collaborative tagging systems. Journal of Information Science, 198-208.
7. Heyman, P. and Garcia-Molina, H. 2006. Collaborative Creation of Communal Hierarchical Taxonomies in Social Tagging System. Technical Report, Stanford University.
8. Kennedy, L., Naaman, M., Ahern, S., Nair, R., and Rattenbury, T. 2007. How Flickr Helps us Make Sense of the World: Context and Contents in Community-Contribute Media Collections. In Proceedings of the 15th International Conference on Multimedia (Augsburg, Bavaria, Germany, September 23-28, 2007). MM '07. ACM Press, NY, 631-640. DOI=http://doi.acm.org/10.1145/1291233.1291384
9. Lee, K.J. What goes around comes around: an analysis of del.icio.us as social space. In Proceedings of the 2006 ACM Conference on Computer Supported Cooperative Work (Banff, Alberta, Canada, November 4-8, 2006). CSCW '06. ACM Press, NY, 191-194. DOI=http://doi.acm.org/10.1145/1180875.1180905
10. Lee, S., Won, D. and McLeod, D. 2008. Discovering Relationships among Tags and Geotags. In Proceedings of the Second International Conference on Weblogs and Social Media (Seattle, Washington, USA, March 30- April 2, 2008). ICWSM 2008.
11. Lin, D. An Information-Theoretic Definition of Similarity. In Proceedings of the Fifteenth International Conference on Machine Learning (Madison, Wisconsin, USA, July 24-27, 1998). ICML 1988. Morgan Kaufmann, 296-304.
12. Marlow, C., Naaman, M., Boyd, D., and Davis, M. HT06, tagging paper, taxonomy, Flickr, academic article, to read. In Proceedings of the 17th ACM Conference on Hypertext and Hypermedia (Odense, Denmark, August 22-25, 2006). HYPERTEXT 2006. ACM Press, New York, NY, USA, 31-40. DOI=http://doi.acm.org/10. 1145/1149941.1149949
13. Newman, M.E.J. 2005. Power laws, Pareto distributions and Zipf's law. Contemporary Physics. 323-351. DOI=http://dx.doi.org/10.1080/00107510500052444.
14. Pantel, P. and Lin, D. Discovering word sense from text, Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Edmonton, Alberta, Canada, July 23-26, 2002). KDD 2002. ACM Press, New York, NY, USA, 613-619. DOI=http://doi.acm.org/10.1145/775047.775138
15. Sarndal, C. A comparative study of association measures. 1974. Psychometrika. Vol. 39. 165-187
16. Schmitz, P. Inducing Ontology from Flickr Tags. In Proceedings of Collaborative Web Tagging Workshop at WWW2006 (Edinburgh, Scotland, UK, May 23-26, 2006
17. Shannon, C.E. 1948. A Mathematical Theory of Communication. Bell System Technical Journal. Vol. 27. 379-423, 623-656.
18. Technorati. http://www.technorati.com