Matches in SemOpenAlex for { <https://semopenalex.org/work/W1997510119> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W1997510119 abstract "Mood is an important access point in music digital libraries and online music repositories, but generating ground truth for evaluating various music mood classification algorithms is a challenging problem. This is because collecting enough human judgments is time-consuming and costly due to the subjectivity of music mood. In this study, we explore the viability of crowdsourcing music mood classification judgments using Amazon Mechanical Turk (MTurk). Specifically, we compare the mood classification judgments collected for the annual Music Information Retrieval Evaluation eXchange (MIREX) with judgments collected using MTurk. Our data show that the overall distribution of mood clusters and agreement rates from MIREX and MTurk were comparable. However, Turkers tended to agree less with the pre-labeled mood clusters than MIREX evaluators. The system evaluation results generated using both sets of data were mostly the same except for detecting one statistically significant pair using Friedman's test. We conclude that MTurk can potentially serve as a viable alternative for ground truth collection, with some reservation with regards to particular mood clusters." @default.
- W1997510119 created "2016-06-24" @default.
- W1997510119 creator A5052775912 @default.
- W1997510119 creator A5072843141 @default.
- W1997510119 date "2012-06-10" @default.
- W1997510119 modified "2023-09-25" @default.
- W1997510119 title "Generating ground truth for music mood classification using mechanical turk" @default.
- W1997510119 cites W2012665501 @default.
- W1997510119 cites W2014507236 @default.
- W1997510119 cites W2053154970 @default.
- W1997510119 cites W2089705003 @default.
- W1997510119 cites W2089869236 @default.
- W1997510119 cites W2140158342 @default.
- W1997510119 cites W2148600927 @default.
- W1997510119 cites W2149628368 @default.
- W1997510119 cites W2151401338 @default.
- W1997510119 cites W2998461326 @default.
- W1997510119 doi "https://doi.org/10.1145/2232817.2232842" @default.
- W1997510119 hasPublicationYear "2012" @default.
- W1997510119 type Work @default.
- W1997510119 sameAs 1997510119 @default.
- W1997510119 citedByCount "23" @default.
- W1997510119 countsByYear W19975101192012 @default.
- W1997510119 countsByYear W19975101192013 @default.
- W1997510119 countsByYear W19975101192014 @default.
- W1997510119 countsByYear W19975101192015 @default.
- W1997510119 countsByYear W19975101192017 @default.
- W1997510119 countsByYear W19975101192020 @default.
- W1997510119 countsByYear W19975101192022 @default.
- W1997510119 countsByYear W19975101192023 @default.
- W1997510119 crossrefType "proceedings-article" @default.
- W1997510119 hasAuthorship W1997510119A5052775912 @default.
- W1997510119 hasAuthorship W1997510119A5072843141 @default.
- W1997510119 hasConcept C136764020 @default.
- W1997510119 hasConcept C142362112 @default.
- W1997510119 hasConcept C146849305 @default.
- W1997510119 hasConcept C151730666 @default.
- W1997510119 hasConcept C153349607 @default.
- W1997510119 hasConcept C154945302 @default.
- W1997510119 hasConcept C15744967 @default.
- W1997510119 hasConcept C2524010 @default.
- W1997510119 hasConcept C2777267654 @default.
- W1997510119 hasConcept C2777632111 @default.
- W1997510119 hasConcept C2777946086 @default.
- W1997510119 hasConcept C2780733359 @default.
- W1997510119 hasConcept C28719098 @default.
- W1997510119 hasConcept C31258907 @default.
- W1997510119 hasConcept C33923547 @default.
- W1997510119 hasConcept C41008148 @default.
- W1997510119 hasConcept C558565934 @default.
- W1997510119 hasConcept C62230096 @default.
- W1997510119 hasConcept C77805123 @default.
- W1997510119 hasConcept C86803240 @default.
- W1997510119 hasConceptScore W1997510119C136764020 @default.
- W1997510119 hasConceptScore W1997510119C142362112 @default.
- W1997510119 hasConceptScore W1997510119C146849305 @default.
- W1997510119 hasConceptScore W1997510119C151730666 @default.
- W1997510119 hasConceptScore W1997510119C153349607 @default.
- W1997510119 hasConceptScore W1997510119C154945302 @default.
- W1997510119 hasConceptScore W1997510119C15744967 @default.
- W1997510119 hasConceptScore W1997510119C2524010 @default.
- W1997510119 hasConceptScore W1997510119C2777267654 @default.
- W1997510119 hasConceptScore W1997510119C2777632111 @default.
- W1997510119 hasConceptScore W1997510119C2777946086 @default.
- W1997510119 hasConceptScore W1997510119C2780733359 @default.
- W1997510119 hasConceptScore W1997510119C28719098 @default.
- W1997510119 hasConceptScore W1997510119C31258907 @default.
- W1997510119 hasConceptScore W1997510119C33923547 @default.
- W1997510119 hasConceptScore W1997510119C41008148 @default.
- W1997510119 hasConceptScore W1997510119C558565934 @default.
- W1997510119 hasConceptScore W1997510119C62230096 @default.
- W1997510119 hasConceptScore W1997510119C77805123 @default.
- W1997510119 hasConceptScore W1997510119C86803240 @default.
- W1997510119 hasLocation W19975101191 @default.
- W1997510119 hasOpenAccess W1997510119 @default.
- W1997510119 hasPrimaryLocation W19975101191 @default.
- W1997510119 hasRelatedWork W1997510119 @default.
- W1997510119 hasRelatedWork W2187193317 @default.
- W1997510119 hasRelatedWork W2748952813 @default.
- W1997510119 hasRelatedWork W2795704878 @default.
- W1997510119 hasRelatedWork W2803765572 @default.
- W1997510119 hasRelatedWork W2899084033 @default.
- W1997510119 hasRelatedWork W2949551779 @default.
- W1997510119 hasRelatedWork W296976497 @default.
- W1997510119 hasRelatedWork W2997174683 @default.
- W1997510119 hasRelatedWork W3126123353 @default.
- W1997510119 isParatext "false" @default.
- W1997510119 isRetracted "false" @default.
- W1997510119 magId "1997510119" @default.
- W1997510119 workType "article" @default.