Points-of-interest mining from people's photo-taking behavior

Proceedings of the Annual Hawaii International Conference on System Sciences

Volumn , Issue , 2013, Pages 3129-3136

  Lee, Ickjai ^a   Cai, Guochen ^a   Lee, Kyungmi ^a  

^a JAMES COOK UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

AUSTRALIA; QUEENSLAND; SOCIAL MEDIA; USER ORIENTED;

SYSTEMS SCIENCE;

EID: 84875551775     PISSN: 15301605     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HICSS.2013.451     Document Type: Conference Paper

References (15)

1. F. Girardin, F.D. Fiore, J. Blat, and C. Ratti, "Understanding of Tourist Dynamics from Explicitly Disclosed Location Information", In International Symposium on LBS and Telecartography, 2007.
2. D.J. Crandall, L. Backstrom, D.P. Huttenlocher, and J.M. Kleinberg, "Mapping the Workd's Photos", In International World Wide Web Conference, 2009, pp.761-770.
3. F. Girardin, and J. Blat, "Assessing Pervasive Usergenerated content to describe tourist dynamics.", In International Workshop on Trends in Pervasive and Ubiquitous Geotechnology and Geoinformation, 2008.
4. L. Kennedy, M. Naaman, S. Ahem, R. Nair, and T. Rattenbury, "How Flickr Helps Us Make Sense of The World: Context and Content in Community-Contributed Media Collections", In ACM Conference on Multimedia, 2007, pp. 631-640.
5. S. Kisilevich, F. Mansmann, and D.A. Keim, "P-dbscan: a Density Based Clustering Algorithm for Exploration and Analysis of Attractive Areas Using Collections of Geo-tagged Photos", In COM.Geo conference, 2010.
6. A. Popescu, and G. Grefenstette, "Deducing trip related information from flickr", In International World Wide Web Conference, 2009, pp.1183-1184.
7. A. Popescu, G. Grefenstette, and P.-A. Moellic, "Mining Tourist Informaiton from User-supplied Collections", In CIKM Conference, 2009, pp.1713-1716.
8. T. Rattenbury, N. Good, and M. Naaman, "Towards Automatic Extraction of Event and Place Semantics from Flickr Tags", In SIGIR conference, 2007, pp. 103-110.
9. Y. Yang, Z. Gong, and L. Hou, "Identifying Points of Interest by Self-Tuning Clustering", In SIGIR conference, 2011, pp. 883-892.
10. Y. Zheng, Y. Li, Z. Zha, and T. Chua, "Mining Travel Patterns from GPS-Tagged Photos", In MMM Conference, 2011, Part I, LNCS 6523, pp. 262-272.
11. Y. Zheng, Z. Zha, Z, and T. Chua, "Mining Travel Patterns from Geotagged Photos", ACM Transactions on Intelligent Systems and Technology, 2012, Vol.3(3), No.56.
12. J. MacQueen, "Some Methods for Classification and Analysis of Multivariate Observations", In 5th Berkeley Symposium on Mathematical Statistics and Probability, L. Le Cam, and J. Neyman (eds), 1967, Vol. 1, pp. 281-297.
13. J. Sander, M. Ester, H.P. Kriegel, M. Wimmer, and X. Xu, "Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and Its Applications", Data Mining and Knowledge Discovery, 1998, Vol. 2(2), pp. 169-194.
14. I. Lee, and J. Yang, "Common Clustering Algorithms", In Comprehensive Chemometrics, S. Brown, R. Tauler, and R. Walczak (eds.), 2009, Elsevier, Vol. 2, pp: 577-618.
15. L.S. Kennedy, and M. Naaman, "Generating Diverse and Representative Image Search Results for Landmarks", In International World Wide Web Conference, 2008, pp.297-306.