Intelligent Travel Recommendation System by Mining Attributes from Community Contributed Photos

This paper purposes a system which helps user in finding tourist locations that he/she might likes to visit a place from available user contributed photos of that place available on photo sharing websites. This paper describes methods used to mine demographic information and provide travel recommendation to users. This paper also describes an algorithm adaboost to classify data and Bayesian Learning model for predicting desired location to a user based on his/her preferences.

[1]  Marcel J. T. Reinders,et al.  Using flickr geotags to predict user travel behaviour , 2010, SIGIR.

[2]  Shree K. Nayar,et al.  FaceTracer: A Search Engine for Large Collections of Images with Faces , 2008, ECCV.

[3]  Mor Naaman,et al.  Why we tag: motivations for annotation in mobile and online media , 2007, CHI.

[4]  Yue Gao,et al.  W2Go: a travel guidance system by automatic landmark ranking , 2010, ACM Multimedia.

[5]  Xing Xie,et al.  Mining interesting locations and travel sequences from GPS trajectories , 2009, WWW '09.

[6]  Ramesh C. Jain,et al.  Social pixels: genesis and evaluation , 2010, ACM Multimedia.

[7]  Wei-Ying Ma,et al.  Recommending friends and locations based on individual location history , 2011, ACM Trans. Web.

[8]  Takahiro Hara,et al.  Mining people's trips from large scale geo-tagged photos , 2010, ACM Multimedia.

[9]  Jon M. Kleinberg,et al.  Mapping the world's photos , 2009, WWW '09.

[10]  Changhu Wang,et al.  Photo2Trip: generating travel routes from geo-tagged photos for trip planning , 2010, ACM Multimedia.

[11]  Changhu Wang,et al.  Equip tourists with knowledge mined from travelogues , 2010, WWW '10.

[12]  Xing Xie,et al.  Mining city landmarks from blogs by graph modeling , 2009, ACM Multimedia.

[13]  Tao Mei,et al.  Knowledge Discovery from Community-Contributed Multimedia , 2010, IEEE Multim..

[14]  Paul A. Viola,et al.  Rapid object detection using a boosted cascade of simple features , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[15]  Daniel P. Huttenlocher,et al.  Landmark classification in large-scale image collections , 2009, 2009 IEEE 12th International Conference on Computer Vision.

[16]  Xing Xie,et al.  Learning travel recommendations from user-generated GPS traces , 2011, TIST.

[17]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[18]  Hong-Yuan Mark Liao,et al.  Personalized travel recommendation by mining people attributes from community-contributed photos , 2011, ACM Multimedia.