Music Oh my Music: A Network Perspective on Online Music Listening Behaviour

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Fältnamn	Indikatorer	Metadata
000		02577naa a2200349 4500
001		oai:DiVA.org:hj-50909
003		SwePub
008		201029s2020 \| \|\|\|\|\|\|\|\|\|\|\|000 \|\|eng\|
024	7	a https://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-509092 URI
040		a (SwePub)hj
041		a engb eng
042		9 SwePub
072	7	a ref2 swepub-contenttype
072	7	a kon2 swepub-publicationtype
100	1	a Ghaffari, Monau University of Waikato, New Zealand4 aut
245	1 0	a Music Oh my Music :b A Network Perspective on Online Music Listening Behaviour
264	1	c 2020
338		a electronic2 rdacarrier
520		a The success of online music platforms depends on the strength of the recommendation systems (RSs) that employ users’ interaction data to offer customised music listening experiences. Traditional recommendation systems, however, assume users are independent actors and identically distributed, ignoring social interactions or connections among users and the role of the Network Effect (NE). In this study, leveraging the social network theory and utilising the attributes of an online music platform, we investigate the impact of network effect on the patterns of music listening. As a result, we propose a new approach for measuring the network effect (Universal Network Effect) as a function of the structure of the network, data-driven learning, and improvements realised with Artificial Intelligence (AI), to scrutinize network effect at both individual and whole network level. The everevolving approach to network effect measurement enables us to further the study to determine the changes in user behaviour.
650	7	a NATURVETENSKAPx Data- och informationsvetenskap0 (SwePub)1022 hsv//swe
650	7	a NATURAL SCIENCESx Computer and Information Sciences0 (SwePub)1022 hsv//eng
653		a Online music platform
653		a Recommendation system
653		a Network effect
653		a Universal network effect
653		a Music listening behaviour
700	1	a Khan, Gohar F.u University of Waikato, New Zealand4 aut
700	1	a Ferwerda, Bruce,d 1986-u Jönköping University,JTH, Avdelningen för datateknik och informatik4 aut0 (Swepub:hj)ferbru
700	1	a Singh, Shivendu Pratapu University of Waikato, New Zealand4 aut
710	2	a University of Waikato, New Zealandb JTH, Avdelningen för datateknik och informatik4 org
856	4	u https://hj.diva-portal.org/smash/get/diva2:1484630/FULLTEXT02.pdfx primaryx Raw objecty fulltext:print
856	4 8	u https://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-50909

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Av författaren/redakt...: Ghaffari, Mona; Khan, Gohar F.; Ferwerda, Bruce, ...; Singh, Shivendu ...

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NATURVETENSKAP: NATURVETENSKAP; och Data och informa ...

Av lärosätet: Jönköping University

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