Database system concepts
Tree visualization with tree-maps: 2-d space-filling approach
ACM Transactions on Graphics (TOG)
LifeLines: visualizing personal histories
Conference Companion on Human Factors in Computing Systems
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
A study of retrospective and on-line event detection
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Indexing the positions of continuously moving objects
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
R-trees: a dynamic index structure for spatial searching
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
ThemeRiver: Visualizing Thematic Changes in Large Document Collections
IEEE Transactions on Visualization and Computer Graphics
Efficient Indexing of Spatiotemporal Objects
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Bursty and Hierarchical Structure in Streams
Data Mining and Knowledge Discovery
Optimal aggregation algorithms for middleware
Journal of Computer and System Sciences - Special issu on PODS 2001
Identifying similarities, periodicities and bursts for online search queries
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
On the Bursty Evolution of Blogspace
World Wide Web
Semantic similarity between search engine queries using temporal correlation
WWW '05 Proceedings of the 14th international conference on World Wide Web
Social Bookmarking in the Enterprise
Queue - Social Computing
Usage patterns of collaborative tagging systems
Journal of Information Science
VizTree: a tool for visually mining and monitoring massive time series databases
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Towards the Detection of Breaking News from Online Web Search Keywords
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Ontologies are us: A unified model of social networks and semantics
Web Semantics: Science, Services and Agents on the World Wide Web
Geotracker: geospatial and temporal RSS navigation
Proceedings of the 16th international conference on World Wide Web
Optimizing web search using social annotations
Proceedings of the 16th international conference on World Wide Web
Towards effective browsing of large scale social annotations
Proceedings of the 16th international conference on World Wide Web
An assessment of tag presentation techniques
Proceedings of the 16th international conference on World Wide Web
Computing trusted authority scores in peer-to-peer web search networks
AIRWeb '07 Proceedings of the 3rd international workshop on Adversarial information retrieval on the web
World explorer: visualizing aggregate data from unstructured text in geo-referenced collections
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Towards automatic extraction of event and place semantics from flickr tags
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 15th international conference on Multimedia
Foundations and Trends in Web Science
IEEE Transactions on Visualization and Computer Graphics
Visualization of Heterogeneous Data
IEEE Transactions on Visualization and Computer Graphics
Disorder inequality: a combinatorial approach to nearest neighbor search
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Discovering shared conceptualizations in folksonomies
Web Semantics: Science, Services and Agents on the World Wide Web
Network properties of folksonomies
AI Communications - Network Analysis in Natural Sciences and Engineering
Flickr tag recommendation based on collective knowledge
Proceedings of the 17th international conference on World Wide Web
Spatial variation in search engine queries
Proceedings of the 17th international conference on World Wide Web
Mining tag clouds and emoticons behind community feedback
Proceedings of the 17th international conference on World Wide Web
Visualizing historical content of web pages
Proceedings of the 17th international conference on World Wide Web
Ad-hoc aggregations of ranked lists in the presence of hierarchies
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Detection of breaking news from online web search queries
New Generation Computing
Seeing things in the clouds: the effect of visual features on tag cloud selections
Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
Exploring blog archives with interactive visualization
AVI '08 Proceedings of the working conference on Advanced visual interfaces
Inferring generic activities and events from image content and bags of geo-tags
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Scalable and near real-time burst detection from eCommerce queries
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Analysis of the Publication Sharing Behaviour in BibSonomy
ICCS '07 Proceedings of the 15th international conference on Conceptual Structures: Knowledge Architectures for Smart Applications
Tag Recommendations in Folksonomies
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Automatic Web Tagging and Person Tagging Using Language Models
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Can Social Tags Help You Find What You Want?
ECDL '08 Proceedings of the 12th European conference on Research and Advanced Technology for Digital Libraries
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
Locally Expandable Allocation of Folksonomy Tags in a Directed Acyclic Graph
WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
Optimizing Distributed Top-k Queries
WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
Summarization of social activity over time: people, actions and concepts in dynamic networks
Proceedings of the 17th ACM conference on Information and knowledge management
Event recognition: viewing the world with a third eye
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Methods for extracting place semantics from Flickr tags
ACM Transactions on the Web (TWEB)
Tag recommendations in social bookmarking systems
AI Communications
Improving music genre classification using collaborative tagging data
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Context-based page unit recommendation for web-based sensemaking tasks
Proceedings of the 14th international conference on Intelligent user interfaces
Proceedings of the 18th international conference on World wide web
Ranking and classifying attractiveness of photos in folksonomies
Proceedings of the 18th international conference on World wide web
Semantic and pragmatic annotation for government information discovery, sharing and collaboration
Proceedings of the 10th Annual International Conference on Digital Government Research: Social Networks: Making Connections between Citizens, Data and Government
Social recommender systems for web 2.0 folksonomies
Proceedings of the 20th ACM conference on Hypertext and hypermedia
Distributed top-k aggregation queries at large
Distributed and Parallel Databases
Exploiting Browsing History for Exploratory Search
Proceedings of the Symposium on Human Interface 2009 on ConferenceUniversal Access in Human-Computer Interaction. Part I: Held as Part of HCI International 2009
Social Knowledge-Driven Music Hit Prediction
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Combinatorial Framework for Similarity Search
SISAP '09 Proceedings of the 2009 Second International Workshop on Similarity Search and Applications
Clustering and exploring search results using timeline constructions
Proceedings of the 18th ACM conference on Information and knowledge management
Event detection from flickr data through wavelet-based spatial analysis
Proceedings of the 18th ACM conference on Information and knowledge management
An exploratory study of tag-based visual interfaces for searching folksonomies
Proceedings of the 23rd British HCI Group Annual Conference on People and Computers: Celebrating People and Technology
Perspectives on social tagging
Journal of the American Society for Information Science and Technology
Place Enrichment by Mining the Web
AmI '09 Proceedings of the European Conference on Ambient Intelligence
Optimal distance bounds for fast search on compressed time-series query logs
ACM Transactions on the Web (TWEB)
An unsupervised model for exploring hierarchical semantics from social annotations
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Web Semantics: Science, Services and Agents on the World Wide Web
Crowdsourcing and service delivery
IBM Journal of Research and Development
Mining discriminative items in multiple data streams
World Wide Web
TagNetLens: multiscale visualization of knowledge structures in social tags
Proceedings of the 3rd International Symposium on Visual Information Communication
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Rich location-driven tag cloud suggestions based on public, community, and personal sources
Proceedings of the 1st ACM international workshop on Connected multimedia
Survey on social tagging techniques
ACM SIGKDD Explorations Newsletter
Acquiring semantic context for events from online resources
Proceedings of the 3rd International Workshop on Location and the Web
The social bookmark and publication management system bibsonomy
The VLDB Journal — The International Journal on Very Large Data Bases
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Research and applications on georeferenced multimedia: a survey
Multimedia Tools and Applications
Evolutionary taxonomy construction from dynamic tag space
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Aggregating semantic concepts for event representation in lifelogging
Proceedings of the International Workshop on Semantic Web Information Management
The detection of scene features in Flickr
ICWL'10 Proceedings of the 2010 international conference on New horizons in web-based learning
Journal of Information Science
A comparison of content-based tag recommendations in folksonomy systems
KONT'07/KPP'07 Proceedings of the First international conference on Knowledge processing and data analysis
A timeline-based algorithm for personalized tag recommendation
WISS'10 Proceedings of the 2010 international conference on Web information systems engineering
Hierarchical tag visualization and application for tag recommendations
Proceedings of the 20th ACM international conference on Information and knowledge management
Disasters seen through Flickr cameras
Proceedings of the Special Workshop on Internet and Disasters
Trend detection in folksonomies
SAMT'06 Proceedings of the First international conference on Semantic and Digital Media Technologies
Multimedia Tools and Applications
Inferring photographic location using geotagged web images
Multimedia Tools and Applications
Tagging space from information extraction and popularity of points of interest
AmI'11 Proceedings of the Second international conference on Ambient Intelligence
CASIS: a system for concept-aware social image search
Proceedings of the 21st international conference companion on World Wide Web
Representing and visualizing folksonomies as graphs: a reference model
Proceedings of the International Working Conference on Advanced Visual Interfaces
In & out zooming on time-aware user/tag clusters
Journal of Intelligent Information Systems
Making sense of location context
Proceedings of the 1st International Workshop on Context Discovery and Data Mining
Time Automaton: A visual mechanism for temporal querying
Journal of Visual Languages and Computing
Detecting Trends in Social Bookmarking Systems: A del.icio.us Endeavor
International Journal of Data Warehousing and Mining
Methods for extracting place semantics from Flickr tags
ACM Transactions on the Web (TWEB)
Hi-index | 0.00 |
We consider the problem of visualizing the evolution of tags within the Flickr (flickr.com) online image sharing community. Any user of the Flickr service may append a tag to any photo in the system. Over the past year, users have on average added over a million tags each week. Understanding the evolution of these tags over time is therefore a challenging task. We present a new approach based on a characterization of the most interesting tags associated with a sliding interval of time. An animation provided via Flash in a web browser allows the user to observe and interact with the interesting tags as they evolve over time.New algorithms and data structures are required to support the efficient generation of this visualization. We combine a novel solution to an interval covering problem with extensions to previous work on score aggregation in order to create an efficient backend system capable of producing visualizations at arbitrary scales on this large dataset in real time.