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MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 1)
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Web-based personalization and management of interactive video
Proceedings of the 10th international conference on World Wide Web
Learning video browsing behavior and its application in the generation of video previews
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
SmartSkip: consumer level browsing and skipping of digital video content
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Video summarization based on user log enhanced link analysis
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Video Snapshot: A Bird View of Video Sequence
MMM '05 Proceedings of the 11th International Multimedia Modelling Conference
Implicit user modeling for personalized search
Proceedings of the 14th ACM international conference on Information and knowledge management
An empirical investigation into user navigation of digital video using the VCR-like control set
International Journal of Human-Computer Studies
Towards optimal navigation through video content on interactive TV
Interacting with Computers
Watch what I watch: using community activity to understand content
Proceedings of the international workshop on Workshop on multimedia information retrieval
I tube, you tube, everybody tubes: analyzing the world's largest user generated content video system
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
EmoPlayer: A media player for video clips with affective annotations
Interacting with Computers
Methods for Evaluating Interactive Information Retrieval Systems with Users
Foundations and Trends in Information Retrieval
Human action annotation, modeling and analysis based on implicit user interaction
Multimedia Tools and Applications
Proceedings of the international conference on Multimedia
Characterizing Web-Based Video Sharing Workloads
ACM Transactions on the Web (TWEB)
Sentiment analysis of social media content using N-Gram graphs
WSM '11 Proceedings of the 3rd ACM SIGMM international workshop on Social media
Optimal content-based video decomposition for interactive video navigation
IEEE Transactions on Circuits and Systems for Video Technology
Editing by Viewing: Automatic Home Video Summarization by Viewing Behavior Analysis
IEEE Transactions on Multimedia
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In this paper, we present a user-based event detection method for social web videos. Previous research in event detection has focused on content-based techniques, such as pattern recognition algorithms that attempt to understand the contents of a video. There are few user-centric approaches that have considered either search keywords, or external data such as comments, tags, and annotations. Moreover, some of the user-centric approaches imposed an extra effort to the users in order to capture required information. In this research, we are describing a method for the analysis of implicit users' interactions with a web video player, such as pause, play, and thirty-seconds skip or rewind. The results of our experiments indicated that even the simple user heuristic of local maxima might effectively detect the same video-events, as indicated manually. Notably, the proposed technique was more accurate in the detection of events that have a short duration, because those events motivated increased user interaction in video hot-spots. The findings of this research provide evidence that we might be able to infer semantics about a piece of unstructured data just from the way people actually use it.