Matches in SemOpenAlex for { <https://semopenalex.org/work/W1784575434> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W1784575434 endingPage "571" @default.
- W1784575434 startingPage "560" @default.
- W1784575434 abstract "Rapid growth of video content over internet has necessitated an immediate need to organize these large databases into meaningful categories. In this paper, we explore the benefits of leveraging social attitudes (beliefs, opinions, interests and evaluations of people) with machine learning concepts (audio/video features) in the challenging and pressing task of organization of online video databases. Through the analysis of view counts, we model social participation (people’s choices) towards a video’s contents. Observations reveal that viewership patterns are correlated with video genres. We propose logistic growth models to characterize videos based on usage and obtain a probability of video category. We then combine these subjectively assessed priors with likelihood of video class (as estimated from objective audio/video features) to establish the final category in a Bayesian framework. We provide a comparitive analysis of classification accuracies when a) categories are known a priori b) when they are not known a priori. Experimentally, we establish improvement in classification accuracy upon incorporating social attitudes with state-of-the-art audio/video features." @default.
- W1784575434 created "2016-06-24" @default.
- W1784575434 creator A5004732580 @default.
- W1784575434 creator A5025067609 @default.
- W1784575434 date "2013-01-01" @default.
- W1784575434 modified "2023-09-23" @default.
- W1784575434 title "Features with Feelings—Incorporating User Preferences in Video Categorization" @default.
- W1784575434 cites W1970191301 @default.
- W1784575434 cites W1990068484 @default.
- W1784575434 cites W2035108077 @default.
- W1784575434 cites W2036931824 @default.
- W1784575434 cites W2100454127 @default.
- W1784575434 cites W2116568452 @default.
- W1784575434 cites W2185415342 @default.
- W1784575434 doi "https://doi.org/10.1007/978-3-642-37431-9_43" @default.
- W1784575434 hasPublicationYear "2013" @default.
- W1784575434 type Work @default.
- W1784575434 sameAs 1784575434 @default.
- W1784575434 citedByCount "1" @default.
- W1784575434 countsByYear W17845754342019 @default.
- W1784575434 crossrefType "book-chapter" @default.
- W1784575434 hasAuthorship W1784575434A5004732580 @default.
- W1784575434 hasAuthorship W1784575434A5025067609 @default.
- W1784575434 hasConcept C107673813 @default.
- W1784575434 hasConcept C111472728 @default.
- W1784575434 hasConcept C119857082 @default.
- W1784575434 hasConcept C138885662 @default.
- W1784575434 hasConcept C154945302 @default.
- W1784575434 hasConcept C162324750 @default.
- W1784575434 hasConcept C177769412 @default.
- W1784575434 hasConcept C187736073 @default.
- W1784575434 hasConcept C202474056 @default.
- W1784575434 hasConcept C23123220 @default.
- W1784575434 hasConcept C2780451532 @default.
- W1784575434 hasConcept C41008148 @default.
- W1784575434 hasConcept C49774154 @default.
- W1784575434 hasConcept C65483669 @default.
- W1784575434 hasConcept C75553542 @default.
- W1784575434 hasConcept C94124525 @default.
- W1784575434 hasConceptScore W1784575434C107673813 @default.
- W1784575434 hasConceptScore W1784575434C111472728 @default.
- W1784575434 hasConceptScore W1784575434C119857082 @default.
- W1784575434 hasConceptScore W1784575434C138885662 @default.
- W1784575434 hasConceptScore W1784575434C154945302 @default.
- W1784575434 hasConceptScore W1784575434C162324750 @default.
- W1784575434 hasConceptScore W1784575434C177769412 @default.
- W1784575434 hasConceptScore W1784575434C187736073 @default.
- W1784575434 hasConceptScore W1784575434C202474056 @default.
- W1784575434 hasConceptScore W1784575434C23123220 @default.
- W1784575434 hasConceptScore W1784575434C2780451532 @default.
- W1784575434 hasConceptScore W1784575434C41008148 @default.
- W1784575434 hasConceptScore W1784575434C49774154 @default.
- W1784575434 hasConceptScore W1784575434C65483669 @default.
- W1784575434 hasConceptScore W1784575434C75553542 @default.
- W1784575434 hasConceptScore W1784575434C94124525 @default.
- W1784575434 hasLocation W17845754341 @default.
- W1784575434 hasOpenAccess W1784575434 @default.
- W1784575434 hasPrimaryLocation W17845754341 @default.
- W1784575434 hasRelatedWork W1169867013 @default.
- W1784575434 hasRelatedWork W1491752883 @default.
- W1784575434 hasRelatedWork W1531530087 @default.
- W1784575434 hasRelatedWork W2085247379 @default.
- W1784575434 hasRelatedWork W2134455650 @default.
- W1784575434 hasRelatedWork W2150491897 @default.
- W1784575434 hasRelatedWork W2789578481 @default.
- W1784575434 hasRelatedWork W2793113313 @default.
- W1784575434 hasRelatedWork W3013809723 @default.
- W1784575434 hasRelatedWork W4225116074 @default.
- W1784575434 isParatext "false" @default.
- W1784575434 isRetracted "false" @default.
- W1784575434 magId "1784575434" @default.
- W1784575434 workType "book-chapter" @default.