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» Human performance measures for video retrieval
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SIGIR
2008
ACM
15 years 6 months ago
User adaptation: good results from poor systems
Several recent studies have found only a weak relationship between the performance of a retrieval system and the "success" achievable by human searchers. We hypothesize ...
Catherine L. Smith, Paul B. Kantor
CLEF
2009
Springer
15 years 3 months ago
Exploiting Speech Recognition Transcripts for Narrative Peak Detection in Short-Form Documentaries
Narrative peaks are points at which the viewer perceives a spike in the level of dramatic tension within the narrative flow of a video. This paper reports on four approaches to na...
Martha Larson, Bart Jochems, Ewine Smits, Roeland ...
MM
2009
ACM
245views Multimedia» more  MM 2009»
16 years 16 days ago
Concept detectors: how good is good enough?
Today, semantic concept based video retrieval systems often show insufficient performance for real-life applications. Clearly, a big share of the reason is the lacking performance...
Robin Aly, Djoerd Hiemstra
CIKM
2010
Springer
15 years 4 months ago
Factors affecting click-through behavior in aggregated search interfaces
An aggregated search interface is designed to integrate search results from different sources (web, image, video, blog, etc) into a single result page. This paper presents two us...
Shanu Sushmita, Hideo Joho, Mounia Lalmas, Robert ...
PKDD
2010
Springer
128views Data Mining» more  PKDD 2010»
15 years 4 months ago
Learning to Tag from Open Vocabulary Labels
Most approaches to classifying media content assume a fixed, closed vocabulary of labels. In contrast, we advocate machine learning approaches which take advantage of the millions...
Edith Law, Burr Settles, Tom M. Mitchell