Comparing Algorithm-Based and Friend-Based Recommendations on Audio Streaming Platforms

Flaswinkel AM, Decker R (2024)
International Review of Management and Marketing 14(2): 7-12.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
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Abstract / Bemerkung
With the rise of audio streaming platforms (ASPs), users face the challenge of navigating a large amount of audio content. Companies are increasingly employing algorithms to provide personalized recommendations to their customers; however, word-of-mouth research has demonstrated in numerous studies the crucial role of friend-based recommendations, particularly in the realm of experience goods. Considering the experiential factor in ASPs, existing insights into recommendations raise the question of which recommendation source holds a greater advantage in the realm of ASPs. This study deals with recommendation sources in the field of ASPs and examines in particular the effects of algorithm-based suggestions on users' listening intentions. Using a quantitative research approach, we investigate users' attitudes toward recommended content and compare the intentions to listen to suggested content in cases of algorithmic and friend-based recommendations. Our results provide valuable insights for companies planning to provide helpful recommendations to ASP users and increase their listening intentions for recommended content.
Stichworte
Audio Streaming Platform; Recommendation. User Choice; Listening Intention; Algorithms; Recommendation Systems
Erscheinungsjahr
2024
Zeitschriftentitel
International Review of Management and Marketing
Band
14
Ausgabe
2
Seite(n)
7-12
eISSN
2146-4405
Page URI
https://pub.uni-bielefeld.de/record/2988000

Zitieren

Flaswinkel AM, Decker R. Comparing Algorithm-Based and Friend-Based Recommendations on Audio Streaming Platforms. International Review of Management and Marketing. 2024;14(2):7-12.
Flaswinkel, A. M., & Decker, R. (2024). Comparing Algorithm-Based and Friend-Based Recommendations on Audio Streaming Platforms. International Review of Management and Marketing, 14(2), 7-12. https://doi.org/10.32479/irmm.15673
Flaswinkel, Anne Mareike, and Decker, Reinhold. 2024. “Comparing Algorithm-Based and Friend-Based Recommendations on Audio Streaming Platforms”. International Review of Management and Marketing 14 (2): 7-12.
Flaswinkel, A. M., and Decker, R. (2024). Comparing Algorithm-Based and Friend-Based Recommendations on Audio Streaming Platforms. International Review of Management and Marketing 14, 7-12.
Flaswinkel, A.M., & Decker, R., 2024. Comparing Algorithm-Based and Friend-Based Recommendations on Audio Streaming Platforms. International Review of Management and Marketing, 14(2), p 7-12.
A.M. Flaswinkel and R. Decker, “Comparing Algorithm-Based and Friend-Based Recommendations on Audio Streaming Platforms”, International Review of Management and Marketing, vol. 14, 2024, pp. 7-12.
Flaswinkel, A.M., Decker, R.: Comparing Algorithm-Based and Friend-Based Recommendations on Audio Streaming Platforms. International Review of Management and Marketing. 14, 7-12 (2024).
Flaswinkel, Anne Mareike, and Decker, Reinhold. “Comparing Algorithm-Based and Friend-Based Recommendations on Audio Streaming Platforms”. International Review of Management and Marketing 14.2 (2024): 7-12.
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