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Photo2Trip

Xin Lu, Changhu Wang, Jiang-Ming Yang, Yanwei Pang, Lei Zhang
2010 Proceedings of the international conference on Multimedia - MM '10  
Based on the information discovered from geo-tagged photos, we can provide a customized trip plan for a tourist, i.e., the popular destinations to visit, the visiting order of destinations, the time arrangement  ...  As a common scenario, a tourist usually asks the following questions when he/she is planning his/her trip in an unfamiliar place: 1) Are there any travel route suggestions for a one-day or three-day trip  ...  Moreover, these photos on the web are publically available and sufficient to cover most of countries and landmarks in the world.  ... 
doi:10.1145/1873951.1873972 dblp:conf/mm/LuWYPZ10 fatcat:2ls3x4o34nas5owuh4aej55niu

Diversifying landmark image search results by learning interested views from community photos

Yuheng Ren, Mo Yu, Xin-Jing Wang, Lei Zhang, Wei-Ying Ma
2010 Proceedings of the 19th international conference on World wide web - WWW '10  
Agate learns from community photos the most interested aspects and related activities of a landmark, and generates adaptively a Table of Content (TOC) as a summary of the attractions to facilitate user  ...  Experimental results based on human evaluation show the effectiveness of our model and user preference for Agate. Keywords User interest modeling, set-based ranking, landmark image search.  ...  In this session, twenty landmarks randomly selected from the Wikipedia list of landmarks 1 formed the testing query set.  ... 
doi:10.1145/1772690.1772904 dblp:conf/www/RenYWZM10 fatcat:ipdvts227ncuddjtua76cna7ce

Personalized Tour Recommender through Geotagged Photo Mining and LSTM Neural Networks

Chieh-Yuan Tsai, Gerardo Paniagua, Yu-Jen Chen, Chih-Chung Lo, Liguo Yao, N. Mastorakis, V. Mladenov, A. Bulucea
2019 MATEC Web of Conferences  
In this study, a tour recommendation system based on social media photos is proposed.  ...  First, we exploited the geotagged photo dataset from social media websites, which includes photo related information such as user ID numbers, timestamps, hashtags, and GPS coordinates.  ...  Figure 6 shows the four route suggestions when we selected the topic 02 (urban), and a route length of 6 landmarks.  ... 
doi:10.1051/matecconf/201929201003 fatcat:o4t77h3h3bdrlikabrbemxqyua

Discovering Latent Clusters from Geotagged Beach Images [chapter]

Yang Wang, Liangliang Cao
2013 Lecture Notes in Computer Science  
The results on beach datasets validate the success of our method.  ...  Those clusters cover general geographical regions and are not limited to landmarks. The geographical clusters provide more training samples and hence lead to better recognition accuracy.  ...  Yang Wang is supported by a start-up grant from the University of Manitoba.  ... 
doi:10.1007/978-3-642-35728-2_13 fatcat:u4p2pbfxavg5he5jht6crrylfu

Learning from insects?

Christopher P. Lueg, Christoph Göth, Nicola J. Bidwell
2006 Proceedings of the 6th ACM SIGCHI New Zealand chapter's international conference on Computer-human interaction design centered HCI - CHINZ '06  
varying visual impressions of landmarks from different perspectives.  ...  First experiences with a mobile information system aimed at supporting reflective exploration suggest that the device's visualization of past activities and, in particular, the routes taken helps participants  ...  ACKNOWLEDGMENTS The authors wish to thank the study participants for their participation, Professor Gerhard Schwabe for his generous support of the second named author, and the School of Computing at the  ... 
doi:10.1145/1152760.1152772 dblp:conf/chinz/LuegGB06 fatcat:fubjxbtxyfb4jlfetuxffey3y4

Identifying points of interest by self-tuning clustering

Yiyang Yang, Zhiguo Gong, Leong Hou U
2011 Proceedings of the 34th international ACM SIGIR conference on Research and development in Information - SIGIR '11  
Deducing trip related information from web-scale datasets has received very large amounts of attention recently. Identifying points of interest (POIs) in geo-tagged photos is one of these problems.  ...  Besides geographical information, web photos inherently store rich information. These information are mutually influenced each others and should be taken into trip related mining tasks.  ...  Acknowledgments This work was partially sponsored by Grant RG066/09-10S/11R/ GZG/FST from University of Macau Research Committee.  ... 
doi:10.1145/2009916.2010034 dblp:conf/sigir/YangGU11 fatcat:4k5ol2tgznexpf55gn47tfxivu

A context-aware personalized travel recommendation system based on geotagged social media data mining

Abdul Majid, Ling Chen, Gencai Chen, Hamid Turab Mirza, Ibrar Hussain, John Woodward
2013 International Journal of Geographical Information Science  
They suggested not to use a fixed number of clusters and proposed a mean shift algorithm to find the most prominent landmarks and representative photos.  ...  In this article, we focus on context-aware personalized landmark recommendation based on geotagged photos.  ... 
doi:10.1080/13658816.2012.696649 fatcat:4zo5tk4tibc5xlqsnugqsefjva

An Overview of Flickr Challenges and Research Opportunities

Evaggelos Spyrou, Phivos Mylonas
2014 2014 9th International Workshop on Semantic and Social Media Adaptation and Personalization  
Some historical facts of its origin are presented, followed by a review of its digital photo sharing and tagging capabilities, focusing on the most popular related research fields, like travel applications  ...  Based on this observation, we provide herein a brief overview of the basic characteristics, challenges and research opportunities of the latter.  ...  To this goal, Winget [15] made a study towards the "correct" way of organizing information on the web, with case studies derived from Flickr.  ... 
doi:10.1109/smap.2014.19 dblp:conf/smap/SpyrouM14 fatcat:muq47hk4arcoligdagxkwfvaka

Personalized Geolocation Image Tagging On Social Media

Abhjit V., Anuradha S.
2019 International Journal of Computer Applications  
The user based tags can be used to describe community and photos can be used evaluate popularity of specific location.  ...  Even if more of social media has been discussed for its negative impact on today's youth life, social media plays important role in organizing / gathering a community depends on relations, thoughts, education  ...  In this paper [15] , we have presented a novel automatic trip planning framework, by leveraging Web scale geo-tagged photos and textual travelogues.  ... 
doi:10.5120/ijca2019918388 fatcat:e245ai5pfvddvktvdcuvjdsy3e

Social multimedia: highlighting opportunities for search and mining of multimedia data in social media applications

Mor Naaman
2010 Multimedia tools and applications  
The approach is based on the experience of building a number of successful applications that are based on mining multimedia content analysis in social multimedia context.  ...  In recent years, various Web-based sharing and community services such as Flickr and YouTube have made a vast and rapidly growing amount of multimedia content available online.  ...  Acknowledgements The author would like to acknowledge the contributions of his colleagues and interns at Yahoo!  ... 
doi:10.1007/s11042-010-0538-7 fatcat:4rolpe4c35gbdhgrsvowywao4i

Linked Open Data in Location-Based Recommendation System on Tourism Domain: a survey

Phatpicha Yochum, Liang Chang, Tianlong Gu, Manli Zhu
2020 IEEE Access  
First, we classify journal papers in this area from 2001 to 2018 by the year of publication.  ...  Last, we also guide the possible future research direction for the linked open data in location-based recommendations on tourism.  ...  In [18] , the authors extracted the popularity of landmarks from geo-tagged photos and built location profiles from temporal and weather context. Wang et al.  ... 
doi:10.1109/access.2020.2967120 fatcat:yqwkrko6mzfw5e5kckfaxbxzju

Clues from the beaten path: Location estimation with bursty sequences of tourist photos

Chao-Yeh Chen, Kristen Grauman
2011 CVPR 2011  
Image-based location estimation methods typically recognize every photo independently, and their resulting reliance on strong visual feature matches makes them most suited for distinctive landmark scenes  ...  We propose an approach that learns these trends directly from online image data, and then leverages them within a Hidden Markov Model to robustly estimate locations for novel sequences of tourist photos  ...  Acknowledgements This research is supported in part by DARPA CSSG N10AP20018 and the Luce Foundation.  ... 
doi:10.1109/cvpr.2011.5995412 dblp:conf/cvpr/ChenG11 fatcat:3x7j33kj7jfpddjjshrubq75ja

Geotagging in multimedia and computer vision—a survey

Jiebo Luo, Dhiraj Joshi, Jie Yu, Andrew Gallagher
2010 Multimedia tools and applications  
can benefit from the use of geographical information, and 3) The interplay between modalities and applications.  ...  Geo-tagging is a fast-emerging trend in digital photography and community photo sharing.  ...  The geographic location is then used to suggest likely tags in the identified location as learned from the image collection.  ... 
doi:10.1007/s11042-010-0623-y fatcat:esd7subpbjhntpes6quvngtwti

Using PlacesOnLine in Instructional Activities

Michael W. Longan, Francis Owusu, Curtis C. Roseman
2008 Journal of geography (Houston)  
His research interests focus on community networking and other place-based uses of the Internet. He is a member of the PlacesOnLine Editorial Board.  ...  ACKNOWLEDGEMENTS The authors would like to thank Tom Hankins for the helpful suggestions that he provided.  ...  They also wish to acknowledge the members of the PlacesOnLine Editorial Board and the Association of American Geographers for their support of PlacesOnLine.  ... 
doi:10.1080/00221340801952972 fatcat:m72gmbqifrajxda2ybq4attbbu

Landmark Recognition: State-of-the-Art Methods in a Large-Scale Scenario

Magdalena Rischka, Stefan Conrad
2014 Lernen, Wissen, Daten, Analysen  
A practical system has to be scalable with an increasing number of landmarks. For the domain of landmark recognition we investigate state-of-the-art CBIR methods on an image dataset of 900 landmarks.  ...  The examined visual phrase concept has shown not to be as effective as the classical Bag-of-Words approach although the most landmarks are objects with a relatively fixed composition of their (nearby)  ...  web.  ... 
dblp:conf/lwa/RischkaC14 fatcat:5smcj5xxvvguvnnqv36k53364e
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