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2016 | OriginalPaper | Chapter

Creating a Music Recommendation and Streaming Application for Android

Authors : Elliot Jenkins, Yanyan Yang

Published in: Database and Expert Systems Applications

Publisher: Springer International Publishing

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Abstract

Music recommendation and streaming services have grown exponentially with the introduction of smartphones. Despite the large number of systems, they all currently face a lot of issues. One issue is a cold start where a user who is new to the system can’t be made recommendations until the system learns their tastes. They also lack context awareness to make truly personalised recommendations to the user. This paper introduces a new recommendation and streaming application, individual Personalised Music (iPMusic), for Android which is specifically designed to address the issues. We examine the effectiveness of iPMusic based on real world users’ feedback which shows positive results.

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Literature
4.
go back to reference Wang, M., Kawamura, T., Sei, Y., Nakagawa, H., Tahara, Y., Ohsuga, A.: Context-aware music recommendation with serendipity using semantic relations. In: Kim, W., Ding, Y., Kim, H.-G. (eds.) JIST 2013. LNCS, vol. 8388, pp. 17–32. Springer, Heidelberg (2014)CrossRef Wang, M., Kawamura, T., Sei, Y., Nakagawa, H., Tahara, Y., Ohsuga, A.: Context-aware music recommendation with serendipity using semantic relations. In: Kim, W., Ding, Y., Kim, H.-G. (eds.) JIST 2013. LNCS, vol. 8388, pp. 17–32. Springer, Heidelberg (2014)CrossRef
5.
go back to reference Anisko, N., Anderson, E.: Average Length of Top 100 Songs on iTunes. StatCrunch (2012) Anisko, N., Anderson, E.: Average Length of Top 100 Songs on iTunes. StatCrunch (2012)
6.
go back to reference Su, J.-H., Yeh, H.-H., Yu, P.S., Tseng, V.S.: Music recommendation using content and context information mining. IEEE Intell. Syst. 25(1), 16–26 (2010)CrossRef Su, J.-H., Yeh, H.-H., Yu, P.S., Tseng, V.S.: Music recommendation using content and context information mining. IEEE Intell. Syst. 25(1), 16–26 (2010)CrossRef
8.
go back to reference Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survery of the state-of-the-art and possible extension. IEEE Trans. Knowl. Data Eng. 17, 734–749 (2005)CrossRef Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survery of the state-of-the-art and possible extension. IEEE Trans. Knowl. Data Eng. 17, 734–749 (2005)CrossRef
9.
go back to reference Wheal, J., Yang, Y.: CSRecommender: a cloud service searching and recommendation system. J. Comput. Commun. 3, 65–73 (2015)CrossRef Wheal, J., Yang, Y.: CSRecommender: a cloud service searching and recommendation system. J. Comput. Commun. 3, 65–73 (2015)CrossRef
Metadata
Title
Creating a Music Recommendation and Streaming Application for Android
Authors
Elliot Jenkins
Yanyan Yang
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-44406-2_15

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