TY - JOUR
T1 - Recommender systems and over-the-top services
T2 - a systematic review study (2010-2022)
AU - Vicente, Paulo Nuno
AU - Burnay, Catarina Duff
N1 - Publisher Copyright:
© 2024 by the authors.
PY - 2024/9/2
Y1 - 2024/9/2
N2 - Artificial 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.
AB - Artificial 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.
KW - Algorithms
KW - Amazon Prime
KW - Artificial intelligence (AI)
KW - Disney+
KW - HBO
KW - Hulu
KW - Netflix
KW - Over-the-top (OTT) services
KW - Recommender systems
UR - http://www.scopus.com/inward/record.url?scp=85205059934&partnerID=8YFLogxK
U2 - 10.3390/journalmedia5030080
DO - 10.3390/journalmedia5030080
M3 - Review article
AN - SCOPUS:85205059934
SN - 2673-5172
VL - 5
SP - 1259
EP - 1278
JO - Journalism and Media
JF - Journalism and Media
IS - 3
ER -