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Recommender systems and over-the-top services: a systematic review study (2010–2022)

dc.contributor.authorVicente, Paulo Nuno
dc.contributor.authorBurnay, Catarina Duff
dc.date.accessioned2024-10-08T08:33:18Z
dc.date.available2024-10-08T08:33:18Z
dc.date.issued2024-09-02
dc.description.abstractArtificial intelligence (AI) technologies have been increasingly developed and applied in the audiovisual sector. Over-the-top (OTT) services, directly distributed to viewers via the Internet, are associated with a shift towards automation through algorithmic mediation in audiovisual content led by digital platforms. However, scientific knowledge regarding algorithmic recommender systems and automation in OTT services is not yet systemized; researchers, practitioners, and the public thus lack full awareness about the still largely opaque phenomena. To address this gap, we conduct a systematic literature review in the communication domain (2010–2022) and answer four key research questions: What research objectives have been pursued? What concepts have been developed and/or applied? What methodologies have been privileged? Which OTT platforms have received the most research attention? Challenges and opportunities are highlighted, and an agenda for future research is advanced.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.doi10.3390/journalmedia5030080pt_PT
dc.identifier.eid85205059934
dc.identifier.issn2673-5172
dc.identifier.urihttp://hdl.handle.net/10400.14/46885
dc.identifier.wos001323988300001
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectAlgorithmspt_PT
dc.subjectAmazon Primept_PT
dc.subjectArtificial intelligence (AI)pt_PT
dc.subjectDisney+pt_PT
dc.subjectHBOpt_PT
dc.subjectHulupt_PT
dc.subjectNetflixpt_PT
dc.subjectOver-the-top (OTT) servicespt_PT
dc.subjectRecommender systemspt_PT
dc.titleRecommender systems and over-the-top services: a systematic review study (2010–2022)pt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage1278pt_PT
oaire.citation.issue3pt_PT
oaire.citation.startPage1259pt_PT
oaire.citation.titleJournalism and Mediapt_PT
oaire.citation.volume5pt_PT
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT

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