Matches in SemOpenAlex for { <https://semopenalex.org/work/W3094328607> ?p ?o ?g. }
- W3094328607 endingPage "37" @default.
- W3094328607 startingPage "1" @default.
- W3094328607 abstract "Algorithmic systems---from rule-based bots to machine learning classifiers---have a long history of supporting the essential work of content moderation and other curation work in peer production projects. From counter-vandalism to task routing, basic machine prediction has allowed open knowledge projects like Wikipedia to scale to the largest encyclopedia in the world, while maintaining quality and consistency. However, conversations about how quality control should work and what role algorithms should play have generally been led by the expert engineers who have the skills and resources to develop and modify these complex algorithmic systems. In this paper, we describe ORES: an algorithmic scoring service that supports real-time scoring of wiki edits using multiple independent classifiers trained on different datasets. ORES decouples several activities that have typically all been performed by engineers: choosing or curating training data, building models to serve predictions, auditing predictions, and developing interfaces or automated agents that act on those predictions. This meta-algorithmic system was designed to open up socio-technical conversations about algorithms in Wikipedia to a broader set of participants. In this paper, we discuss the theoretical mechanisms of social change ORES enables and detail case studies in participatory machine learning around ORES from the 5 years since its deployment." @default.
- W3094328607 created "2020-10-29" @default.
- W3094328607 creator A5051442967 @default.
- W3094328607 creator A5088070105 @default.
- W3094328607 date "2020-10-14" @default.
- W3094328607 modified "2023-10-15" @default.
- W3094328607 title "ORES" @default.
- W3094328607 cites W1515490832 @default.
- W3094328607 cites W1863383539 @default.
- W3094328607 cites W1971270022 @default.
- W3094328607 cites W1972067873 @default.
- W3094328607 cites W1976704684 @default.
- W3094328607 cites W1986677223 @default.
- W3094328607 cites W1995328894 @default.
- W3094328607 cites W2001083513 @default.
- W3094328607 cites W2006447892 @default.
- W3094328607 cites W2026196281 @default.
- W3094328607 cites W2036291768 @default.
- W3094328607 cites W2055904836 @default.
- W3094328607 cites W2057885172 @default.
- W3094328607 cites W2059032882 @default.
- W3094328607 cites W2063185719 @default.
- W3094328607 cites W2071476225 @default.
- W3094328607 cites W2076981266 @default.
- W3094328607 cites W2080783400 @default.
- W3094328607 cites W2085988026 @default.
- W3094328607 cites W2090177212 @default.
- W3094328607 cites W2097519322 @default.
- W3094328607 cites W2100934737 @default.
- W3094328607 cites W2103152872 @default.
- W3094328607 cites W2111155984 @default.
- W3094328607 cites W2118110456 @default.
- W3094328607 cites W2145602677 @default.
- W3094328607 cites W2150634379 @default.
- W3094328607 cites W2162237094 @default.
- W3094328607 cites W2301953046 @default.
- W3094328607 cites W2317166805 @default.
- W3094328607 cites W2332851105 @default.
- W3094328607 cites W2396614874 @default.
- W3094328607 cites W2418507704 @default.
- W3094328607 cites W2498041801 @default.
- W3094328607 cites W2588775355 @default.
- W3094328607 cites W2593446837 @default.
- W3094328607 cites W2599025709 @default.
- W3094328607 cites W2737145921 @default.
- W3094328607 cites W2749945618 @default.
- W3094328607 cites W2758097047 @default.
- W3094328607 cites W2758861434 @default.
- W3094328607 cites W2795636034 @default.
- W3094328607 cites W2795947642 @default.
- W3094328607 cites W2897154134 @default.
- W3094328607 cites W2898911770 @default.
- W3094328607 cites W2979893369 @default.
- W3094328607 cites W2986026033 @default.
- W3094328607 cites W2998862821 @default.
- W3094328607 cites W3013937328 @default.
- W3094328607 cites W3022555273 @default.
- W3094328607 cites W3100279624 @default.
- W3094328607 cites W3100895646 @default.
- W3094328607 cites W3121257585 @default.
- W3094328607 cites W3146083582 @default.
- W3094328607 cites W3157298328 @default.
- W3094328607 cites W4205860553 @default.
- W3094328607 cites W4206299995 @default.
- W3094328607 cites W4221035040 @default.
- W3094328607 cites W4242709121 @default.
- W3094328607 cites W4246416016 @default.
- W3094328607 cites W4288083802 @default.
- W3094328607 cites W4298286109 @default.
- W3094328607 cites W4367319733 @default.
- W3094328607 doi "https://doi.org/10.1145/3415219" @default.
- W3094328607 hasPublicationYear "2020" @default.
- W3094328607 type Work @default.
- W3094328607 sameAs 3094328607 @default.
- W3094328607 citedByCount "35" @default.
- W3094328607 countsByYear W30943286072020 @default.
- W3094328607 countsByYear W30943286072021 @default.
- W3094328607 countsByYear W30943286072022 @default.
- W3094328607 countsByYear W30943286072023 @default.
- W3094328607 crossrefType "journal-article" @default.
- W3094328607 hasAuthorship W3094328607A5051442967 @default.
- W3094328607 hasAuthorship W3094328607A5088070105 @default.
- W3094328607 hasConcept C105339364 @default.
- W3094328607 hasConcept C111472728 @default.
- W3094328607 hasConcept C115903868 @default.
- W3094328607 hasConcept C119857082 @default.
- W3094328607 hasConcept C121332964 @default.
- W3094328607 hasConcept C127413603 @default.
- W3094328607 hasConcept C136764020 @default.
- W3094328607 hasConcept C138885662 @default.
- W3094328607 hasConcept C148863701 @default.
- W3094328607 hasConcept C154945302 @default.
- W3094328607 hasConcept C161191863 @default.
- W3094328607 hasConcept C162324750 @default.
- W3094328607 hasConcept C177264268 @default.
- W3094328607 hasConcept C187736073 @default.
- W3094328607 hasConcept C199360897 @default.
- W3094328607 hasConcept C199521495 @default.