FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4382540082> ?p ?o ?g. }

• W4382540082 endingPage "23" @default.
• W4382540082 startingPage "1" @default.
• W4382540082 abstract "Logged behavioral data is a common resource for enhancing the user experience on streaming platforms. In music streaming, Mehrotra et al. have shown how complementing behavioral data with user intent can help predict and explain user satisfaction. Do their findings extend to video streaming? Compared to music streaming, video streaming platforms provide relatively shallow catalogs. Finding the right content demands more active and conscious commitment from users than in the music streaming setting. Video streaming platforms, in particular, could thus benefit from a better understanding of user intents and satisfaction level. We replicate Mehrotra et al.’s study from music to video streaming and extend their modeling framework on two fronts: (i) improved modeling accuracy (random forests), and (ii) interpretability (Bayesian models). Like the original study, we find that user intent affects behavior and satisfaction itself, even if to a lesser degree, based on data analysis and modeling. By proposing a grouping of intents into decisive and explorative categories we highlight a tension: decisive video streamers are not as keen to interact with the user interface as exploration-seeking ones. Meanwhile, music streamers explore by listening. In this study, we find that in video streaming, unsatisfied users provide the main signal: intent influences satisfaction levels together with behavioral data, depending on our decisive vs. explorative grouping." @default.
• W4382540082 created "2023-06-30" @default.
• W4382540082 creator A5031439294 @default.
• W4382540082 creator A5059716525 @default.
• W4382540082 creator A5071940615 @default.
• W4382540082 date "2023-08-07" @default.
• W4382540082 modified "2023-10-05" @default.
• W4382540082 title "Intent-Satisfaction Modeling: From Music to Video Streaming" @default.
• W4382540082 cites W1951724000 @default.
• W4382540082 cites W1982204215 @default.
• W4382540082 cites W198638592 @default.
• W4382540082 cites W1992665562 @default.
• W4382540082 cites W2027386447 @default.
• W4382540082 cites W2038385982 @default.
• W4382540082 cites W2062364080 @default.
• W4382540082 cites W2102217663 @default.
• W4382540082 cites W2110005793 @default.
• W4382540082 cites W2148143831 @default.
• W4382540082 cites W2154105380 @default.
• W4382540082 cites W2158312787 @default.
• W4382540082 cites W2163421455 @default.
• W4382540082 cites W2166237624 @default.
• W4382540082 cites W2203714058 @default.
• W4382540082 cites W2612119519 @default.
• W4382540082 cites W2748075772 @default.
• W4382540082 cites W2768612151 @default.
• W4382540082 cites W2783175414 @default.
• W4382540082 cites W2788963095 @default.
• W4382540082 cites W2799155063 @default.
• W4382540082 cites W2891211322 @default.
• W4382540082 cites W2892838935 @default.
• W4382540082 cites W2897955056 @default.
• W4382540082 cites W2912422269 @default.
• W4382540082 cites W2914639375 @default.
• W4382540082 cites W2962952048 @default.
• W4382540082 cites W2972657244 @default.
• W4382540082 cites W2998721586 @default.
• W4382540082 cites W3001375095 @default.
• W4382540082 cites W3034781159 @default.
• W4382540082 cites W3045088573 @default.
• W4382540082 cites W3068658482 @default.
• W4382540082 cites W3087770553 @default.
• W4382540082 cites W3094495518 @default.
• W4382540082 cites W3102476541 @default.
• W4382540082 cites W3155285635 @default.
• W4382540082 cites W3155299750 @default.
• W4382540082 cites W3199360093 @default.
• W4382540082 cites W4205390421 @default.
• W4382540082 cites W4220708397 @default.
• W4382540082 cites W4242648985 @default.
• W4382540082 cites W4253830839 @default.
• W4382540082 doi "https://doi.org/10.1145/3606375" @default.
• W4382540082 hasPublicationYear "2023" @default.
• W4382540082 type Work @default.
• W4382540082 citedByCount "1" @default.
• W4382540082 countsByYear W43825400822023 @default.
• W4382540082 crossrefType "journal-article" @default.
• W4382540082 hasAuthorship W4382540082A5031439294 @default.
• W4382540082 hasAuthorship W4382540082A5059716525 @default.
• W4382540082 hasAuthorship W4382540082A5071940615 @default.
• W4382540082 hasBestOaLocation W43825400821 @default.
• W4382540082 hasConcept C107457646 @default.
• W4382540082 hasConcept C113843644 @default.
• W4382540082 hasConcept C124101348 @default.
• W4382540082 hasConcept C129307140 @default.
• W4382540082 hasConcept C154945302 @default.
• W4382540082 hasConcept C15744967 @default.
• W4382540082 hasConcept C157915830 @default.
• W4382540082 hasConcept C173608175 @default.
• W4382540082 hasConcept C177291462 @default.
• W4382540082 hasConcept C2776741261 @default.
• W4382540082 hasConcept C2777611316 @default.
• W4382540082 hasConcept C2781067378 @default.
• W4382540082 hasConcept C41008148 @default.
• W4382540082 hasConcept C46312422 @default.
• W4382540082 hasConcept C49774154 @default.
• W4382540082 hasConceptScore W4382540082C107457646 @default.
• W4382540082 hasConceptScore W4382540082C113843644 @default.
• W4382540082 hasConceptScore W4382540082C124101348 @default.
• W4382540082 hasConceptScore W4382540082C129307140 @default.
• W4382540082 hasConceptScore W4382540082C154945302 @default.
• W4382540082 hasConceptScore W4382540082C15744967 @default.
• W4382540082 hasConceptScore W4382540082C157915830 @default.
• W4382540082 hasConceptScore W4382540082C173608175 @default.
• W4382540082 hasConceptScore W4382540082C177291462 @default.
• W4382540082 hasConceptScore W4382540082C2776741261 @default.
• W4382540082 hasConceptScore W4382540082C2777611316 @default.
• W4382540082 hasConceptScore W4382540082C2781067378 @default.
• W4382540082 hasConceptScore W4382540082C41008148 @default.
• W4382540082 hasConceptScore W4382540082C46312422 @default.
• W4382540082 hasConceptScore W4382540082C49774154 @default.
• W4382540082 hasFunder F4320321800 @default.
• W4382540082 hasIssue "3" @default.
• W4382540082 hasLocation W43825400821 @default.
• W4382540082 hasOpenAccess W4382540082 @default.
• W4382540082 hasPrimaryLocation W43825400821 @default.
• W4382540082 hasRelatedWork W2021132989 @default.
• W4382540082 hasRelatedWork W2169625084 @default.

• next