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“First Week Is Editorial, Second Week Is Algorithmic”: Platform Gatekeepers and the Platformization of Music Curation
Abstract
This article investigates the logics that underpin music curation, and particularly the work of music curators, working at digital music streaming platforms. Based on ethnographic research that combines participant observation and a set of interviews with key informants, the article questions the relationship between algorithmic and human curation and the specific workings of music curation as a form of platform gatekeeping. We argue that music streaming platforms in combining proprietary algorithms and human curators constitute the “new gatekeepers” in an industry previously dominated by human intermediaries such as radio programmers, journalists, and other experts. The article suggests understanding this gatekeeping activity as a form of “algo-torial power” that has the ability to set the “listening agendas” of global music consumers. While the power of traditional gatekeepers was mainly of an editorial nature, albeit data had some relevance in orienting their choices, the power of platform gatekepeers is an editorial power “augmented” and enhanced by algorithms and big data. Platform gatekeepers have more data, more tools to manage and to make sense of these data, and thus more power than their predecessors. Platformization of music curation then consists of a data-intense gatekeeping activity, based on different mixes of algo-torial logics, that produces new regimes of visibility. This makes the platform capitalistic model potentially more efficient than industrial capitalism in transforming audience attention into data and data into commodities.
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“While algorithmic sorting continues to structure the allocation of social resources and condition the visibility of cultural content on platforms (Bonini & Gandini, 2019;Bucher, 2018;Katzenbach & Ulbricht, 2019)”
From From platform governance to institutional practice: Experimentation, misalignment, and contingent adoption of Google Arts & Culture (2025) · cites this paper as Bonini & Gandini, 2019
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The social power of algorithms
Beer, D. (2017) · Information, Communication & Society · doi:10.1080/1369118x.2016.1216147 · Cited by 945
Research works printed but not linked: 52
- 10.1016/j.poetic.2016.05.001 · DOI
- Altheide D., 1976, Creating reality: How television news distorts events
- 10.1177/1367549414563297 · DOI
- Barna E. (2017). “The perfect guide in a crowded musical landscape”: Online music platforms and curatorship. First Monday, 22(4). Retrieved from http://firstmonday.org/ojs/index.php/fm/article/view/6914 · DOI
- 10.1002/asi.20857 · DOI
- 10.1177/1461444812440159 · DOI
- 10.1007/978-3-319-40700-5_5 · DOI
- 10.1080/1369118X.2016.1154086 · DOI
- 10.1093/oso/9780190493028.001.0001 · DOI · Paper page
- Cohen B., 1963, The press and foreign policy
- 10.7551/mitpress/10932.001.0001 · DOI
- 10.3384/cu.2000.1525.1792146 · DOI
- 10.3384/cu.2000.1525.1792130 · DOI
- Gans H. J., 1979, Deciding what’s news: A study of CBS evening news, NBC nightly news, newsweek, and time
- 10.2307/3822971 · DOI
- 10.7551/mitpress/9042.003.0013 · DOI · Paper page
- Gillespie T., 2018, Custodians of the internet
- Gitlin T., 1980, The whole world is watching: Mass media in the making & unmaking of the new left
- Glaser B. G., 1967, The discovery of grounded theory: Strategies for qualitative research
- 10.1177/1461444814538646 · DOI
- 10.1177/14661381030042003 · DOI
- 10.1080/1369118X.2017.1340498 · DOI
- 10.1080/1369118X.2016.1154087 · DOI
- 10.1177/0263276407075956 · DOI
- 10.1177/001872674700100201 · DOI
- 10.1146/annurev.an.24.100195.000523 · DOI · Paper page
- 10.1086/267990 · DOI · Paper page
- McQuail D., 1994, Mass communication theory: An introduction
- 10.1177/1940161212474472 · DOI
- 10.1177/1367549415577387 · DOI
- 10.4324/9780203870112 · DOI
- Mulligan M., 2015, Awakening: The music industry in the digital age
- 10.1111/comt.12039 · DOI
- 10.1177/1461444818769694 · DOI · Paper page
- 10.4159/harvard.9780674736061 · DOI · Paper page
- Petre C., 2015, The traffic factories: Metrics at Chartbeat, Gawker media, and the New York Times
- 10.1177/0163443717745147 · DOI
- Prey R., 2018, Paper presented at the Platformization of Cultural Production Workshop
- Schlesinger P., 1978, Putting “reality” together
- 10.4324/9780203854907 · DOI
- Seaver N. (2013, April). Knowing algorithms. Paper presented at Media in Transition 8, Cambridge, MA. Retrieved from http://nickseaver.net/papers/seaverMiT8.pdf
- 10.1177/2053951717738104 · DOI · Paper page
- 10.1177/1359183518820366 · DOI
- Shoemaker P. J., 2008, The handbook of journalism studies, 73
- Srnicek, 2017, Platform capitalism
- Szczepanik P., 2013, Illuminace, 25, 99
- Tuchman G., 1978, Making news: A study in the construction of reality
- Tufekci Z., 2015, Journal on Telecommunication and High Technology Law, 13, 203
- 10.1093/oso/9780190889760.001.0001 · DOI · Paper page
- 10.1177/107769905002700403 · DOI
- Wohn D. Y., 2014, Proceedings of the companion publication of the 17th ACM conference on computer supported cooperative work & social computing, 261
- 10.1177/2056305115626750 · DOI
Cited by
Sorted by citations
Cao, T. L. (2025) · Platforms & Society · doi:10.1177/29768624251349092 · Cited by 5
Metadata
- Authors
- Bonini, T., & Gandini, A.
- Affiliations
- University of Siena, Italy
- University of Milan, Italy
- ORCID
- Bonini, Tiziano
- Venue
- Social Media + Society
- Publisher
- SAGE Publications
- Published
- 2019-10
- Volume
- 5
- Issue
- 4
- ISSN
- 2056-3051
- Cited by
- 146
- References
- 1
- Language
- en
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