A vector space model for automatic indexing
Communications of the ACM
World explorer: visualizing aggregate data from unstructured text in geo-referenced collections
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Watch what I watch: using community activity to understand content
Proceedings of the international workshop on Workshop on multimedia information retrieval
Why we twitter: understanding microblogging usage and communities
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Proceedings of the first workshop on Online social networks
Enhancing social sharing of videos: fragment, annotate, enrich, and share
MM '08 Proceedings of the 16th ACM international conference on Multimedia
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Predicting tie strength with social media
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
An emergent role for TV in social communication
Proceedings of the seventh european conference on European interactive television conference
Characterizing debate performance via aggregated twitter sentiment
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Time is of the essence: improving recency ranking using Twitter data
Proceedings of the 19th international conference on World wide web
Modulating video credibility via visualization of quality evaluations
Proceedings of the 4th workshop on Information credibility
Creating and sharing personalized time-based annotations of videos on the web
Proceedings of the 10th ACM symposium on Document engineering
Proceedings of the 2010 conference on Computational Models of Argument: Proceedings of COMMA 2010
XRDS: Crossroads, The ACM Magazine for Students - Comp-YOU-Ter
Discovering users' topics of interest on twitter: a first look
AND '10 Proceedings of the fourth workshop on Analytics for noisy unstructured text data
Social pixels: genesis and evaluation
Proceedings of the international conference on Multimedia
Automatic and manual processes in end-user multimedia authoring tools: where is the balance?
Proceedings of the international conference on Multimedia
Peaks and persistence: modeling the shape of microblog conversations
Proceedings of the ACM 2011 conference on Computer supported cooperative work
Automatic generation of video narratives from shared UGC
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Viewing by interactions: media-oriented operators for reviewing recorded sessions on tv
Proceddings of the 9th international interactive conference on Interactive television
Encouraging initiative in the classroom with anonymous feedback
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part I
TwitApp: in-product micro-blogging for design sharing
Proceedings of the 24th annual ACM symposium on User interface software and technology
Discovering User Interest on Twitter with a Modified Author-Topic Model
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
ThemeCrowds: multiresolution summaries of twitter usage
Proceedings of the 3rd international workshop on Search and mining user-generated contents
On the generation of rich content metadata from social media
Proceedings of the 3rd international workshop on Search and mining user-generated contents
Multimedia Tools and Applications
Twitter polarity classification with label propagation over lexical links and the follower graph
EMNLP '11 Proceedings of the First Workshop on Unsupervised Learning in NLP
Bursty event detection from collaborative tags
World Wide Web
Summarizing sporting events using twitter
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
Watching and talking: media content as social nexus
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Sharing the viewing experience through second screens
Proceedings of the 10th European conference on Interactive tv and video
Aggregating content and network information to curate twitter user lists
Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web
Proceedings of the CUBE International Information Technology Conference
Crowdsourcing user interactions with the video player
Proceedings of the 18th Brazilian symposium on Multimedia and the web
Proceedings of the 18th Brazilian symposium on Multimedia and the web
Tweet recall: examining real-time civic discourse on twitter
Proceedings of the 17th ACM international conference on Supporting group work
Improving recency ranking using twitter data
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Semantic sentiment analysis of twitter
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
Exploiting social relations for sentiment analysis in microblogging
Proceedings of the sixth ACM international conference on Web search and data mining
What's congress doing on twitter?
Proceedings of the 2013 conference on Computer supported cooperative work
Is news sharing on Twitter ideologically biased?
Proceedings of the 2013 conference on Computer supported cooperative work
Catching fish in the stream: real time analysis of audience behavior in social media
Proceedings of the 2013 conference on Computer supported cooperative work companion
Unsupervised sentiment analysis with emotional signals
Proceedings of the 22nd international conference on World Wide Web
Voices of victory: a computational focus group framework for tracking opinion shift in real time
Proceedings of the 22nd international conference on World Wide Web
How the live web feels about events
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Proceedings of the 2nd workshop on Politics, elections and data
Says who?: automatic text-based content analysis of television news
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Listening to the crowd: automated analysis of events via aggregated twitter sentiment
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
CoStream: co-construction of shared experiences through mobile live video sharing
BCS-HCI '13 Proceedings of the 27th International BCS Human Computer Interaction Conference
Generalized multipath planning model for ride-sharing systems
Frontiers of Computer Science: Selected Publications from Chinese Universities
Sequential Summarization: A Full View of Twitter Trending Topics
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Aligning tweets with events: Automation via semantics
Semantic Web - On real-time and ubiquitous social semantics
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We investigate the practice of sharing short messages (microblogging) around live media events. Our focus is on Twitter and its usage during the 2008 Presidential Debates. We find that analysis of Twitter usage patterns around this media event can yield significant insights into the semantic structure and content of the media object. Specifically, we find that the level of Twitter activity serves as a predictor of changes in topics in the media event. Further we find that conversational cues can identify the key players in the media object and that the content of the Twitter posts can somewhat reflect the topics of discussion in the media object, but are mostly evaluative, in that they express the poster's reaction to the media. The key contribution of this work is an analysis of the practice of microblogging live events and the core metrics that can leveraged to evaluate and analyze this activity. Finally, we offer suggestions on how our model of segmentation and node identification could apply towards any live, real-time arbitrary event.