An investigation of linguistic features and clustering algorithms for topical document clustering
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Topic Detection and Tracking: Event-Based Information Organization
Topic Detection and Tracking: Event-Based Information Organization
Y!Q: contextual search at the point of inspiration
Proceedings of the 14th ACM international conference on Information and knowledge management
New event detection based on indexing-tree and named entity
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Finding high-quality content in social media
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Web video topic discovery and tracking via bipartite graph reinforcement model
Proceedings of the 17th international conference on World Wide Web
Introduction to Information Retrieval
Introduction to Information Retrieval
Search Engines: Information Retrieval in Practice
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Automatic Extraction of Useful Facet Hierarchies from Text Databases
ICDE '08 Proceedings of the 2008 IEEE 24th International Conference on Data Engineering
IEEE Symposium on Visual Analytics Science and Technology 2007
VAST '07 Proceedings of the 2007 IEEE Symposium on Visual Analytics Science and Technology
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Spatio-Temporal-Thematic Analysis of Citizen Sensor Data: Challenges and Experiences
WISE '09 Proceedings of the 10th International Conference on Web Information Systems Engineering
Learning similarity metrics for event identification in social media
Proceedings of the third ACM international conference on Web search and data mining
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Proceedings of the 19th international conference on World wide web
Earthquake shakes Twitter users: real-time event detection by social sensors
Proceedings of the 19th international conference on World wide web
Streaming first story detection with application to Twitter
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Hip and trendy: Characterizing emerging trends on Twitter
Journal of the American Society for Information Science and Technology
Event discovery in social media feeds
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Towards real-time summarization of scheduled events from twitter streams
Proceedings of the 23rd ACM conference on Hypertext and social media
Making a scene: alignment of complete sets of clips based on pairwise audio match
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Gathering training sample automatically for social event visual modeling
Proceedings of the 2012 international workshop on Socially-aware multimedia
Extraction and Compilation of Events and Sub-events from Twitter
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Identification of useful user comments in social media: a case study on flickr commons
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Identifying local events by using microblogs as social sensors
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Exploiting hashtags for adaptive microblog crawling
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
An architecture for detecting events in real-time using massive heterogeneous data sources
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
How the live web feels about events
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Building a large-scale corpus for evaluating event detection on twitter
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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User-contributed Web data contains rich and diverse information about a variety of events in the physical world, such as shows, festivals, conferences and more. This information ranges from known event features (e.g., title, time, location) posted on event aggregation platforms (e.g., Last.fm events, EventBrite, Facebook events) to discussions and reactions related to events shared on different social media sites (e.g., Twitter, YouTube, Flickr). In this paper, we focus on the challenge of automatically identifying user-contributed content for events that are planned and, therefore, known in advance, across different social media sites. We mine event aggregation platforms to extract event features, which are often noisy or missing. We use these features to develop query formulation strategies for retrieving content associated with an event on different social media sites. Further, we explore ways in which event content identified on one social media site can be used to retrieve additional relevant event content on other social media sites. We apply our strategies to a large set of user-contributed events, and analyze their effectiveness in retrieving relevant event content from Twitter, YouTube, and Flickr.