Matches in SemOpenAlex for { <https://semopenalex.org/work/W2415897478> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2415897478 abstract "User's selection of music is largely influenced by private tastes as well as emotional states, and it is the unconsciousness projection of user's emotion. Therefore, we think user's emotional states to be music itself. In this paper, we try to grasp user's emotional states from music selected by users at a specific context, and we analyze the correlation between its context and user's emotional state. To get emotional states out of music, the proposed method extracts emotional words as the representative of music from lyrics of user-selected music through morphological analysis, and learns weights of linear classifier for each emotional features of extracted words. Regularities learned by classifier are utilized to calculate predictive weights of virtual music using weights of music chosen by other users in context similar to active user's context. Finally, we propose a method to recommend some pieces of music relative to user's contexts and emotional states. Experimental results shows that the proposed method is more accurate than the traditional collaborative filtering method." @default.
- W2415897478 created "2016-06-24" @default.
- W2415897478 creator A5013021884 @default.
- W2415897478 creator A5080191581 @default.
- W2415897478 date "2015-10-30" @default.
- W2415897478 modified "2023-09-24" @default.
- W2415897478 title "A Music Recommendation Method Using Emotional States by Contextual Information" @default.
- W2415897478 cites W1542664738 @default.
- W2415897478 cites W1560147776 @default.
- W2415897478 cites W1640058685 @default.
- W2415897478 cites W1882088395 @default.
- W2415897478 cites W1938314424 @default.
- W2415897478 cites W1966553486 @default.
- W2415897478 cites W1979955134 @default.
- W2415897478 cites W2001001398 @default.
- W2415897478 cites W2018426558 @default.
- W2415897478 cites W2042281163 @default.
- W2415897478 cites W2048966516 @default.
- W2415897478 cites W2104190448 @default.
- W2415897478 cites W2111331420 @default.
- W2415897478 cites W2129113961 @default.
- W2415897478 cites W2133824856 @default.
- W2415897478 cites W2155106456 @default.
- W2415897478 cites W2339343773 @default.
- W2415897478 cites W2741767968 @default.
- W2415897478 cites W281665770 @default.
- W2415897478 cites W38739846 @default.
- W2415897478 doi "https://doi.org/10.9708/jksci.2015.20.10.069" @default.
- W2415897478 hasPublicationYear "2015" @default.
- W2415897478 type Work @default.
- W2415897478 sameAs 2415897478 @default.
- W2415897478 citedByCount "1" @default.
- W2415897478 countsByYear W24158974782016 @default.
- W2415897478 crossrefType "journal-article" @default.
- W2415897478 hasAuthorship W2415897478A5013021884 @default.
- W2415897478 hasAuthorship W2415897478A5080191581 @default.
- W2415897478 hasBestOaLocation W24158974781 @default.
- W2415897478 hasConcept C107457646 @default.
- W2415897478 hasConcept C124952713 @default.
- W2415897478 hasConcept C142362112 @default.
- W2415897478 hasConcept C151730666 @default.
- W2415897478 hasConcept C154945302 @default.
- W2415897478 hasConcept C171268870 @default.
- W2415897478 hasConcept C199360897 @default.
- W2415897478 hasConcept C204321447 @default.
- W2415897478 hasConcept C2776436406 @default.
- W2415897478 hasConcept C2779343474 @default.
- W2415897478 hasConcept C28490314 @default.
- W2415897478 hasConcept C41008148 @default.
- W2415897478 hasConcept C86803240 @default.
- W2415897478 hasConcept C95623464 @default.
- W2415897478 hasConceptScore W2415897478C107457646 @default.
- W2415897478 hasConceptScore W2415897478C124952713 @default.
- W2415897478 hasConceptScore W2415897478C142362112 @default.
- W2415897478 hasConceptScore W2415897478C151730666 @default.
- W2415897478 hasConceptScore W2415897478C154945302 @default.
- W2415897478 hasConceptScore W2415897478C171268870 @default.
- W2415897478 hasConceptScore W2415897478C199360897 @default.
- W2415897478 hasConceptScore W2415897478C204321447 @default.
- W2415897478 hasConceptScore W2415897478C2776436406 @default.
- W2415897478 hasConceptScore W2415897478C2779343474 @default.
- W2415897478 hasConceptScore W2415897478C28490314 @default.
- W2415897478 hasConceptScore W2415897478C41008148 @default.
- W2415897478 hasConceptScore W2415897478C86803240 @default.
- W2415897478 hasConceptScore W2415897478C95623464 @default.
- W2415897478 hasLocation W24158974781 @default.
- W2415897478 hasOpenAccess W2415897478 @default.
- W2415897478 hasPrimaryLocation W24158974781 @default.
- W2415897478 hasRelatedWork W1557279451 @default.
- W2415897478 hasRelatedWork W2005152349 @default.
- W2415897478 hasRelatedWork W2062214445 @default.
- W2415897478 hasRelatedWork W2070242675 @default.
- W2415897478 hasRelatedWork W2111806152 @default.
- W2415897478 hasRelatedWork W2547759073 @default.
- W2415897478 hasRelatedWork W2600309335 @default.
- W2415897478 hasRelatedWork W2622139206 @default.
- W2415897478 hasRelatedWork W2789607334 @default.
- W2415897478 hasRelatedWork W2886563532 @default.
- W2415897478 hasRelatedWork W2903607690 @default.
- W2415897478 hasRelatedWork W2980258009 @default.
- W2415897478 hasRelatedWork W3013741151 @default.
- W2415897478 hasRelatedWork W3046721944 @default.
- W2415897478 hasRelatedWork W3128937486 @default.
- W2415897478 hasRelatedWork W3207644166 @default.
- W2415897478 hasRelatedWork W137082565 @default.
- W2415897478 hasRelatedWork W1681110167 @default.
- W2415897478 hasRelatedWork W2869112027 @default.
- W2415897478 hasRelatedWork W3147082597 @default.
- W2415897478 isParatext "false" @default.
- W2415897478 isRetracted "false" @default.
- W2415897478 magId "2415897478" @default.
- W2415897478 workType "article" @default.