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To tag or not to tag -

Adriana Budura, Sebastian Michel, Philippe Cudré-Mauroux, Karl Aberer
2008 Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '08  
To the best of our knowledge, HAMLET is the first system to promote an efficient and precise reuse of shared metadata in highly dynamic, large-scale Web 2.0 tagging systems.  ...  Experiments using real-world data demonstrate the viability of our approach in large-scale environments where tags are scarce.  ...  We put forward HAMLET (Harvesting Adjacent Metadata in Large-ScalE Tagging Systems), a suite of principles, scoring models and algorithms for metadata propagation.  ... 
doi:10.1145/1390334.1390476 dblp:conf/sigir/BuduraMCA08 fatcat:av3zdv7j2ncqvfcvue43pidxay

Harvesting social knowledge from folksonomies

Harris Wu, Mohammad Zubair, Kurt Maly
2006 Proceedings of the seventeenth conference on Hypertext and hypermedia - HYPERTEXT '06  
Collaborative tagging systems, or folksonomies, have the potential of becoming technological infrastructure to support knowledge management activities in an organization or a society.  ...  This paper presents designs that enhance collaborative tagging systems to meet some key challenges: community identification, ontology generation, user and document recommendation.  ...  The tags in some large tagging systems have become non-navigable and not even searchable due to the sheer volume of the tags/documents and the low quality of the tags.  ... 
doi:10.1145/1149941.1149962 dblp:conf/ht/WuZM06 fatcat:nljobepoczgkxfjqnrine5hz5y

Beyond Pixels: Image Provenance Analysis Leveraging Metadata [article]

Aparna Bharati, Daniel Moreira, Joel Brogan, Patricia Hale, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer
2019 arXiv   pre-print
Creative works, whether paintings or memes, follow unique journeys that result in their final form.  ...  Most current works seek to build provenance graphs based on the shared content between images or videos.  ...  In addition to that, most of them only consider two images to form a composite, thereby limiting the solutions for large-scale general applicability.  ... 
arXiv:1807.03376v3 fatcat:pvk6eqd24zfwzjnh55ri4gfdvu

Improving Discovery of Open Civic Data

Sara Lafia, Andrew Turner, Werner Kuhn, Michael Wagner
2018 International Conference Geographic Information Science  
Metadata about civic data (such as thematic categories, user-generated tags, geo-references, or attribute schemata) primarily rely on technical vocabularies that reflect scientific or organizational hierarchies  ...  In similar situations, it has been beneficial to augment official metadata with semantic annotations that expand the discoverability and relevance recommendations of data, supporting more inclusive access  ...  Section 4 discusses the method developed to enrich tags during metadata harvesting. Section 5 describes the resulting implementation.  ... 
doi:10.4230/lipics.giscience.2018.9 dblp:conf/giscience/LafiaTK18 fatcat:tchlvtaxkffivllx5j44fxjdxu

Automated Annotation of Landmark Images Using Community Contributed Datasets and Web Resources [chapter]

Gareth J. F. Jones, Daragh Byrne, Mark Hughes, Noel E. O'Connor, Andrew Salway
2011 Lecture Notes in Computer Science  
The system then takes advantage of the information written about landmarks available on the web at large to extract a fact about the landmark in the image.  ...  Given an image with GPS data of its location of capture, our system returns a semantically-rich annotation comprising tags which both identify the landmark in the image, and provide an interesting fact  ...  Acknowledgement The research reported in this paper is part of the project TRIPOD supported by the European commission under contract No. 045335.  ... 
doi:10.1007/978-3-642-23017-2_8 fatcat:6ofsa5dtbfarlj5snlm4pg2lke

Neighborhood-Based Tag Prediction [chapter]

Adriana Budura, Sebastian Michel, Philippe Cudré-Mauroux, Karl Aberer
2009 Lecture Notes in Computer Science  
Experiments using real-world data demonstrate the viability of our approach in large-scale environments where tags are scarce.  ...  We consider the problem of tag prediction in collaborative tagging systems where users share and annotate resources on the Web.  ...  We put forward HAMLET (Harvesting Adjacent Metadata in Large-ScalE Tagging Systems), a suite of principles, scoring models and algorithms for metadata propagation.  ... 
doi:10.1007/978-3-642-02121-3_45 fatcat:aehcgdze5jgqxbf4cvdb5b6xfi

Exploring place through user-generated content: Using Flickr to describe city cores

Ross Purves, Livia Hollenstein
2010 Journal of Spatial Information Science  
Here, we explore such language by harvesting georeferenced and tagged metadata associated with 8 million Flickr images and thus consider how large numbers of people name city core areas.  ...  Terms used to describe city centers, such as Downtown, are key concepts in everyday or vernacular language.  ...  Jo Wood, David Mark, Clair Davies, and Alistair Edwardes are thanked for useful suggestions with respect to this research.  ... 
doi:10.5311/josis.2010.1.3 fatcat:ihhwavldpbeydejchaja4ye4la

Serendip: Topic model-driven visual exploration of text corpora

Eric Alexander, Joe Kohlmann, Robin Valenza, Michael Witmore, Michael Gleicher
2014 2014 IEEE Conference on Visual Analytics Science and Technology (VAST)  
In implementing this approach into a tool called Serendip, we incorporate topic model data and metadata into a highly reorderable matrix to expose corpus level trends; extend encodings of tagged text to  ...  Abstract-Exploration and discovery in a large text corpus requires investigation at multiple levels of abstraction, from a zoomed-out view of the entire corpus down to close-ups of individual passages  ...  A system needs to scale to large numbers of large documents (e.g. books and plays).  ... 
doi:10.1109/vast.2014.7042493 dblp:conf/ieeevast/AlexanderKVWG14 fatcat:5mt5iup4ijffbfl5fa2jdqakt4

Longitudinal study of a building-scale RFID ecosystem

Evan Welbourne, Karl Koscher, Emad Soroush, Magdalena Balazinska, Gaetano Borriello
2009 Proceedings of the 7th international conference on Mobile systems, applications, and services - Mobisys '09  
Furthermore, deployments that support pervasive computing raise additional issues related to user acceptance and system utility.  ...  Users need expert guidance to effectively mount their tags and are encouraged by compelling applications to wear tags more frequently.  ...  ACKNOWLEDGEMENTS We like to thank Garret Cole, Sam Raymer, and Julia Schwarz for their excellent work in support of the RFID Ecosystem project and its applications.  ... 
doi:10.1145/1555816.1555824 dblp:conf/mobisys/WelbourneKSBB09 fatcat:ogp253mdsbbifdq45ahnq26cci

The Changing Ocean and the Impact of Technology: The Role of the Ocean Tracking Network [chapter]

Frederick Whoriskey
2019 The Future of Ocean Governance and Capacity Development  
Repeated small-scale oil spills occurred,2 fouling beaches and having undocumented consequences for the area's ecology. Plastic waste began to pile up on the shore, and the ocean began warming.  ...  Within ten years, most of these species were gone, and the few that remained were greatly reduced in numbers, most probably falling victim to overharvesting.  ...  However, the ocean story is not one of total gloom and loss. The environmental movement that developed in the wake of large-scale environmental damage changed public policy and regulatory regimes.  ... 
doi:10.1163/9789004380271_035 fatcat:6ltvcalysnc37niopd34d6zhiy

Music retagging using label propagation and robust principal component analysis

Yi-Hsuan Yang, Dmitry Bogdanov, Perfecto Herrera, Mohamed Sordo
2012 Proceedings of the 21st international conference companion on World Wide Web - WWW '12 Companion  
of music auto-tagging by 7% in a real-world setting.  ...  Researchers typically obtain music tags from the Internet and use them to construct machine learning models. Nevertheless, such tags are usually noisy and sparse.  ...  ACKNOWLEDGMENTS The authors would like to thank the anonymous reviewers for valuable comments that improved the quality of this paper.  ... 
doi:10.1145/2187980.2188217 dblp:conf/www/YangBHS12 fatcat:rvtxphg3zja73foayyn5e7o2hm

Project Zanzibar

Nicolas Villar, Haiyan Zhang, Daniel Cletheroe, Greg Saul, Christian Holz, Tim Regan, Oscar Salandin, Misha Sra, Hui-Shyong Yeo Yeo, William Field
2018 Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems - CHI '18  
In addition, we detail design patterns for tangibles of varying complexity and interactive capabilities, including the ability to sense orientation on the mat, harvest power, provide additional input and  ...  Different tag designs can be used to determine rotation (d), stack objects (e), provide I/O (f), and extend sensing outside the bounds of the Mat (g).  ...  Both processes result in a material which is flexible, but not stretchable-this is not a problem as this layer does not need to stretch or compress, as long as other layers around it are able to do so.  ... 
doi:10.1145/3173574.3174089 dblp:conf/chi/VillarCSHRSSYFZ18 fatcat:5rgzadrtybdlzik6as3iog7tgy

Emergent Community Structure in Social Tagging Systems [article]

Ciro Cattuto, Andrea Baldassarri, Vito D.P. Servedio, Vittorio Loreto
2008 arXiv   pre-print
semantics in social tagging systems.  ...  A distributed classification paradigm known as collaborative tagging has been widely adopted in new Web applications designed to manage and share online resources.  ...  Acknowledgements The authors wish to thank Melanie Aurnhammer, Andreas Hotho and Gerd Stumme for very interesting discussions.  ... 
arXiv:0812.0698v1 fatcat:3bxg6eg64zfwlpbpu4efwhqudu

EMERGENT COMMUNITY STRUCTURE IN SOCIAL TAGGING SYSTEMS

CIRO CATTUTO, ANDREA BALDASSARRI, VITO D. P. SERVEDIO, VITTORIO LORETO
2008 Advances in Complex Systems  
semantics in social tagging systems.  ...  A distributed classification paradigm known as collaborative tagging has been widely adopted in new Web applications designed to manage and share online resources.  ...  The Commission is not responsible for any use that may be made of data appearing in this publication.  ... 
doi:10.1142/s0219525908001817 fatcat:4hz7z56v4bcvblvhjz2o5dw5sa

Animal-Borne Telemetry: An Integral Component of the Ocean Observing Toolkit

Rob Harcourt, Ana M. M. Sequeira, Xuelei Zhang, Fabien Roquet, Kosei Komatsu, Michelle Heupel, Clive McMahon, Fred Whoriskey, Mark Meekan, Gemma Carroll, Stephanie Brodie, Colin Simpfendorfer (+49 others)
2019 Frontiers in Marine Science  
play in improved ocean management.  ...  We describe new analytical techniques that improve our ability to not only quantify animal movements but to also provide a powerful framework for comparative studies across taxa.  ...  Careful selection of tags to minimize the effects on both individuals and populations prior to large scale deployments is critical.  ... 
doi:10.3389/fmars.2019.00326 fatcat:4ev4xgucpff5jmomj53eykxsii
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