FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297988595> ?p ?o ?g. }

• W4297988595 endingPage "284" @default.
• W4297988595 startingPage "284" @default.
• W4297988595 abstract "News recommending systems (NRSs) are algorithmic tools that filter incoming streams of information according to the users’ preferences or point them to additional items of interest. In today’s high-choice media environment, attention shifts easily between platforms and news sites and is greatly affected by algorithmic technologies; news personalization is increasingly used by news media to woo and retain users’ attention and loyalty. The present study examines the implementation of a news recommender algorithm in a leading news media organization on the basis of observation of the recommender system’s outputs. Drawing on an experimental design employing the ‘algorithmic audit’ method, and more specifically the ‘collaborative audit’ which entails utilizing users as testers of algorithmic systems, we analyze the composition of the personalized MyNews area in terms of accuracy and user engagement. Premised on the idea of algorithms being black boxes, the study has a two-fold aim: first, to identify the implicated design parameters enlightening the underlying functionality of the algorithm, and second, to evaluate in practice the NRS through the deployed experimentation. Results suggest that although the recommender algorithm manages to discriminate between different users on the basis of their past behavior, overall, it underperforms. We find that this is related to flawed design decisions rather than technical deficiencies. The study offers insights to guide the improvement of NRSs’ design that both considers the production capabilities of the news organization and supports business goals, user demands and journalism’s civic values." @default.
• W4297988595 created "2022-10-01" @default.
• W4297988595 creator A5051863734 @default.
• W4297988595 creator A5062972585 @default.
• W4297988595 creator A5088062418 @default.
• W4297988595 date "2022-09-29" @default.
• W4297988595 modified "2023-09-25" @default.
• W4297988595 title "Modeling and Validating a News Recommender Algorithm in a Mainstream Medium-Sized News Organization: An Experimental Approach" @default.
• W4297988595 cites W1595053544 @default.
• W4297988595 cites W1988506514 @default.
• W4297988595 cites W2037451280 @default.
• W4297988595 cites W2065045127 @default.
• W4297988595 cites W2088573827 @default.
• W4297988595 cites W2134021902 @default.
• W4297988595 cites W2138216384 @default.
• W4297988595 cites W2186125801 @default.
• W4297988595 cites W2273265910 @default.
• W4297988595 cites W2332851105 @default.
• W4297988595 cites W2339645179 @default.
• W4297988595 cites W2396377479 @default.
• W4297988595 cites W2498041801 @default.
• W4297988595 cites W2565683863 @default.
• W4297988595 cites W2597943142 @default.
• W4297988595 cites W2752850739 @default.
• W4297988595 cites W2790980374 @default.
• W4297988595 cites W2793401604 @default.
• W4297988595 cites W2805720864 @default.
• W4297988595 cites W2953038565 @default.
• W4297988595 cites W2965489676 @default.
• W4297988595 cites W2984006021 @default.
• W4297988595 cites W2986539541 @default.
• W4297988595 cites W2989111770 @default.
• W4297988595 cites W3012299745 @default.
• W4297988595 cites W3097708268 @default.
• W4297988595 cites W3112572096 @default.
• W4297988595 cites W3134235469 @default.
• W4297988595 cites W3138042070 @default.
• W4297988595 cites W3186240982 @default.
• W4297988595 cites W3186907643 @default.
• W4297988595 cites W3197011355 @default.
• W4297988595 cites W3197265847 @default.
• W4297988595 cites W4210840373 @default.
• W4297988595 cites W4211213328 @default.
• W4297988595 cites W4247550222 @default.
• W4297988595 cites W4250770785 @default.
• W4297988595 cites W4255459593 @default.
• W4297988595 cites W4286750936 @default.
• W4297988595 doi "https://doi.org/10.3390/fi14100284" @default.
• W4297988595 hasPublicationYear "2022" @default.
• W4297988595 type Work @default.
• W4297988595 citedByCount "2" @default.
• W4297988595 countsByYear W42979885952023 @default.
• W4297988595 crossrefType "journal-article" @default.
• W4297988595 hasAuthorship W4297988595A5051863734 @default.
• W4297988595 hasAuthorship W4297988595A5062972585 @default.
• W4297988595 hasAuthorship W4297988595A5088062418 @default.
• W4297988595 hasBestOaLocation W42979885951 @default.
• W4297988595 hasConcept C106131492 @default.
• W4297988595 hasConcept C11413529 @default.
• W4297988595 hasConcept C136764020 @default.
• W4297988595 hasConcept C138885662 @default.
• W4297988595 hasConcept C162324750 @default.
• W4297988595 hasConcept C183003079 @default.
• W4297988595 hasConcept C187736073 @default.
• W4297988595 hasConcept C199521495 @default.
• W4297988595 hasConcept C21569690 @default.
• W4297988595 hasConcept C23123220 @default.
• W4297988595 hasConcept C2524010 @default.
• W4297988595 hasConcept C27206212 @default.
• W4297988595 hasConcept C2777617010 @default.
• W4297988595 hasConcept C28719098 @default.
• W4297988595 hasConcept C31972630 @default.
• W4297988595 hasConcept C33923547 @default.
• W4297988595 hasConcept C41008148 @default.
• W4297988595 hasConcept C557471498 @default.
• W4297988595 hasConceptScore W4297988595C106131492 @default.
• W4297988595 hasConceptScore W4297988595C11413529 @default.
• W4297988595 hasConceptScore W4297988595C136764020 @default.
• W4297988595 hasConceptScore W4297988595C138885662 @default.
• W4297988595 hasConceptScore W4297988595C162324750 @default.
• W4297988595 hasConceptScore W4297988595C183003079 @default.
• W4297988595 hasConceptScore W4297988595C187736073 @default.
• W4297988595 hasConceptScore W4297988595C199521495 @default.
• W4297988595 hasConceptScore W4297988595C21569690 @default.
• W4297988595 hasConceptScore W4297988595C23123220 @default.
• W4297988595 hasConceptScore W4297988595C2524010 @default.
• W4297988595 hasConceptScore W4297988595C27206212 @default.
• W4297988595 hasConceptScore W4297988595C2777617010 @default.
• W4297988595 hasConceptScore W4297988595C28719098 @default.
• W4297988595 hasConceptScore W4297988595C31972630 @default.
• W4297988595 hasConceptScore W4297988595C33923547 @default.
• W4297988595 hasConceptScore W4297988595C41008148 @default.
• W4297988595 hasConceptScore W4297988595C557471498 @default.
• W4297988595 hasIssue "10" @default.
• W4297988595 hasLocation W42979885951 @default.
• W4297988595 hasLocation W42979885952 @default.
• W4297988595 hasOpenAccess W4297988595 @default.
• W4297988595 hasPrimaryLocation W42979885951 @default.

• next