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Articles

Intelligent travel information platform based on location base services to predict user travel behavior from user-generated GPS traces

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Pages 155-168 | Received 07 Jun 2016, Accepted 16 Feb 2017, Published online: 22 May 2017

References

  • Lars DB, Daniel H, Jon K. Mapping the world’s photos. Proceedings of International Conference on World Wide Web (WWW 09); 2009 Apr 20–24; Madrid, Spain: ACM; 2009. p. 761–770. DOI:10.1145/1526709.1526812
  • Zheng YT, Zha ZJ, Chua TS. Research and applications on georeferenced multimedia: a survey. Multimedia Tools Appl. 2011;51:77–98.10.1007/s11042-010-0630-z
  • Lee I, Cai G, Lee K. Exploration of geo-tagged photos through data mining approaches. Int J Expert Syst Appl. 2014;41:397–405.10.1016/j.eswa.2013.07.065
  • Huang YT, Chen KT, Hsieh LC, et al. Detecting the directions of viewing landmarks for recommendation by large-scale user-contributed photos. MM’12, Oct 29–Nov 2; Nara, Japan; 2012. p. 997–1000.
  • Han Y. Recognize objects with three kinds of information in landmarks. Pattern Recognit. 2013;46:2860–2873.10.1016/j.patcog.2013.04.010
  • Kennedy LS, Naaman M. Generating diverse and representative image search results for landmarks. WWW ‘08: Proceeding of the 17th International Conference on World Wide Web. New York (NY): ACM; 2008. p. 297–306.
  • Joshi D, Luo J Inferring generic activities and events from image content and bags of geo-tags. CIVR’08; 2008 Jul 7–9; Niagara Falls, Ontario; 2008. ACM.
  • Zheng Y, XIE X. Learning travel recommendations from user-generated GPS traces. ACM Trans Intell Syst Technol. 2011;2(1), Article 2.
  • Zheng VW, Zheng Y, Xie X, et al. Collaborative location and activity recommendations with GPS history data. In Proceeding of the 19th International Conference on World Wide Web; 2010 Apr 26–30; Raleigh (NC): ACM; 2010. p. 1029–1038.
  • Serdyukov P, Murdock V, van Zwol R. Placing flickr photos on a map. SIGIR ‘09: Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval. New York (NY): ACM; 2009. p. 484–491. DOI:10.1145/1571941.1572025
  • Wei-Chao Chen, Agathe Battestini, Natasha Gelfand. Visual summaries of popular landmarks from community photo collections. Proceedings of the 17th ACM International Conference on Multimedia; 2009 Oct 19–24; Beijing: ACM Press; 2009. p. 789–792. DOI: 10.1145/1631272.1631415
  • Memon I, Chen L, Majid A, et al. Travel recommendation using geo-tagged photos in social media for tourist. Wirel Pers Commun. 2015;80:1347–1362. DOI:10.1007/s11277-014-2082-710.1007/s11277-014-2082-7
  • Hammad Memon M, Li JP, Memon I, et al. 2016. GEO matching regions: multiple regions of interests using content based image retrieval based on relative locations. Multimedia Tools Appl. 1–35. DOI:10.1007/s11042-016-3834-z
  • Sun Y, Fan H, Bakillah M, et al. Road-based travel recommendation using geo-tagged images. Comput Environ Urban Syst. 2015;53:110–122. DOI:10.1016/j.compenvurbsys.2013.07.006
  • Memon I, Arain QA, Memon MH, et al. Search me if you can: multiple mix zones with location privacy protection for mapping services. Int J Commun Syst. 2017; e3312. DOI:10.1002/dac.3312
  • Yin Z, Cao L, Han J, et al. Diversified trajectory pattern ranking in geo-tagged social media. Proceedings of SIAM Conference on Data Mining (SDM 2011); 2011 Apr 28–30; Phoenix (AZ): SIAM/Omnipress; 2011. p. 980–991.
  • Majid A, Chen L, Chen G, et al. A context-aware personalized travel recommendation system based on geotagged social media data mining. Int J Geog Inf Sci. 2012;27(4):662–684.
  • Memon I. Authentication users privacy: an integrating location privacy protection algorithm for secure moving objects in location based services. Wirel Pers Commun. 2015;82(3):1585–1600.10.1007/s11277-015-2300-y
  • Memon MH, Li JP, Memon I, et al. 2014. Content based image retrieval based on geo-location driven image tagging on the social web. 11th International Computer Conference on Wavelet Active Media Technology and Information Processing. ICCWAMTIP; 2014. p. 280–283.
  • Memon MH, Li J-P, Memon I, et al. 201b Unsupervised feature approach for content based image retrieval using principal component analysis. 11th International Computer Conference on Wavelet Active Media Technology and Information Processing. ICCWAMTIP; 2014. p. 271–275.
  • Memon MH, Li JP, Memon I, et al. 2015. Efficient object identification and multiple regions of interest using CBIR based on relative locations and matching regions. 12th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP). p. 247–250. DOI:10.1109/ICCWAMTIP.2015.7493985
  • Memon I, Ali Q. Dynamic path privacy protection framework for continuous query service over road networks. World Wide Web. 2016;1–33.
  • Memon I. A secure and efficient communication scheme with authenticated key establishment protocol for road networks. Wirel Pers Commun. 2016;85(3):1167–1191. DOI:10.1007/s11277-015-2833-0
  • Memon I. Authentication user’s privacy: an integrating location privacy protection algorithm for secure moving objects in location based services. Wirel Pers Commun. 2016;82(3):1585–1600. DOI:10.1007/s11277-015-2300-y
  • Jiang K, Yin H, Wang P, et al. Learning from contextual information of geo-tagged web photos to rank personalized tourism attractions. Neurocomputing. 2013;119:17–25.10.1016/j.neucom.2012.02.049
  • Bao J, Zheng Y, Mokbel MF. Location-based and preference-aware recommendation using sparse geo-social networking data. ACM, SIGSPATIAL GIS’12; Nov 6–9; Redondo Beach, CA; 2012.
  • Huang Y, Bian L. A Bayesian network and analytic hierarchy process based personalized recommendations for tourist attractions over the Internet. Expert Syst Appl. 2009;36:933–943.10.1016/j.eswa.2007.10.019
  • Zheng Y, Zhang L, Xie X, et al. Mining interesting locations and travel sequences from GPS trajectories. WWW ‘09: Proceedings of the 18th International Conference on World Wide Web; 2009 Apr 20–24; Madrid, Spain. New York (NY): ACM; 2009. p. 791–800. DOI:10.1145/1526709.1526816
  • Arain QA, Memon I, Deng Z, et al. Location monitoring approach: multiple mix-zones with location privacy protection based on traffic flow over road networks. Multimed Tools Appl. 1–45.10.1007/s11042-017-4469-4
  • Das AS, Datar M, Garg A, et al. Google news personalization: scalable online collaborative ltering. WWW ’07. ACM; 2007.
  • Wang S, Sun J, Gao BJ, et al. 2012. VSRank: a novel framework for ranking-based collaborative filtering. Proceedings of the 21st ACM International Conference on Information and Knowledge Management (CIKM).

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