Create a large-scale digital library for geo-referenced information
Proceedings of the fourth ACM conference on Digital libraries
G-Portal: a map-based digital library for distributed geospatial and georeferenced resources
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Geographic location tags on digital images
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
From context to content: leveraging context to infer media metadata
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Is It Time for a Moratorium on Metadata?
IEEE MultiMedia
Visualizing email content: portraying relationships from conversational histories
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Proceedings of the 15th international conference on World Wide Web
Exploring digital libraries: integrating browsing, searching, and visualization
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
HT06, tagging paper, taxonomy, Flickr, academic article, to read
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Generating summaries and visualization for large collections of geo-referenced photographs
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
ITEMS: intelligent travel experience management system
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Zurfer: mobile multimedia access in spatial, social and topical context
Proceedings of the 15th international conference on Multimedia
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Generating diverse and representative image search results for landmarks
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Flickr tag recommendation based on collective knowledge
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Gazetiki: automatic creation of a geographical gazetteer
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
See the world with themexplorer
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Face bubble: photo browsing by faces
AVI '08 Proceedings of the working conference on Advanced visual interfaces
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
TagNSearch: Searching and Navigating Geo-referenced Collections of Photographs
ECDL '08 Proceedings of the 12th European conference on Research and Advanced Technology for Digital Libraries
Reasoning Web
Leveraging explicitly disclosed location information to understand tourist dynamics: a case study
Journal of Location Based Services - 4th International Conference on LBS and TeleCartography Hong Kong
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Spirittagger: a geo-aware tag suggestion tool mined from flickr
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Methods for extracting place semantics from Flickr tags
ACM Transactions on the Web (TWEB)
Towards Click-Based Models of Geographic Interests in Web Search
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
MarcoPolo: a community system for sharing and integrating travel information on maps
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
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Exploiting Flickr Tags and Groups for Finding Landmark Photos
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Placing flickr photos on a map
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Spatio-Tempo-Social: Learning from and about Humans with Social Media
SSTD '09 Proceedings of the 11th International Symposium on Advances in Spatial and Temporal Databases
Tweet the debates: understanding community annotation of uncollected sources
WSM '09 Proceedings of the first SIGMM workshop on Social media
Semantic context transfer across heterogeneous sources for domain adaptive video search
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Mining a Multilingual Geographical Gazetteer from the Web
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Mining tourist information from user-supplied collections
Proceedings of the 18th ACM conference on Information and knowledge management
MonuAnno: automatic annotation of georeferenced landmarks images
Proceedings of the ACM International Conference on Image and Video Retrieval
Global annotation on georeferenced photographs
Proceedings of the ACM International Conference on Image and Video Retrieval
A Spatial User Similarity Measure for Geographic Recommender Systems
GeoS '09 Proceedings of the 3rd International Conference on GeoSpatial Semantics
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Knowledge discovery over community-sharing media: from signal to intelligence
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Towards automated georeferencing of Flickr photos
Proceedings of the 6th Workshop on Geographic Information Retrieval
Equip tourists with knowledge mined from travelogues
Proceedings of the 19th international conference on World wide web
Automatic construction of travel itineraries using social breadcrumbs
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application
Extraction of Places Related to Flickr Tags
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Travel route recommendation using geotags in photo sharing sites
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
W2Go: a travel guidance system by automatic landmark ranking
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Detecting events by clustering videos from large media databases
Proceedings of the 2nd ACM international workshop on Events in multimedia
A simple content-based strategy for estimating the geographical location of a webcam
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
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AMT'10 Proceedings of the 6th international conference on Active media technology
iAVATAR: an interactive tool for finding and visualizing visual-representative tags in image search
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Automatic image semantic interpretation using social action and tagging data
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eStorys: A visual storyboard system supporting back-channel communication for emergencies
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STS: complex spatio-temporal sequence mining in flickr
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Integrating implicit structure visualization with authoring promotes ideation
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International Journal of Web Engineering and Technology
The detection of scene features in Flickr
ICWL'10 Proceedings of the 2010 international conference on New horizons in web-based learning
Determining the Geographical Location of Image Scenes based on Object Shadow Lengths
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Mining flickr landmarks by modeling reconstruction sparsity
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Geographic information from georeferenced social media data
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WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Discovering multirelational structure in social media streams
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CASIS: a system for concept-aware social image search
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SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
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Web Semantics: Science, Services and Agents on the World Wide Web
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WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Georeferencing Flickr resources based on textual meta-data
Information Sciences: an International Journal
Uncovering locally characterizing regions within geotagged data
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LearNext: learning to predict tourists movements
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Localization of points of interest from georeferenced and oriented photographs
Proceedings of the 2nd ACM international workshop on Geotagging and its applications in multimedia
A probablistic model for spatio-temporal signal extraction from social media
Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Evidential location estimation for events detected in Twitter
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Proceedings of the Second ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information
PhotoStand: a map query interface for a database of news photos
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Methods for extracting place semantics from Flickr tags
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The availability of map interfaces and location-aware devices makes a growing amount of unstructured, geo-referenced information available on the Web. This type of information can be valuable not only for browsing, finding and making sense of individual items, but also in aggregate form to help understand data trends and features. In particular, over twenty million geo-referenced photos are now available on Flickr, a photo-sharing website - the first major collection of its kind. These photos are often associated with user-entered unstructured text labels (i.e., tags). We show how we analyze the tags associated with the geo-referenced Flickr images to generate aggregate knowledge in the form of "representative tags" for arbitrary areas in the world. We use these tags to create a visualization tool, World Explorer, tha tcan help expose the content of the data, using a map interface to display the derived tags and the original photo items. We perform a qualitative evaluation of World Explorer that outlines the visualization's benefits in browsing this type of content. We provide insights regarding the aggregate versus individual-item requirements in browsing digital geo-referenced material.