Adaptive Personalization: A Multi-Dimensional Approach to Boosting a Large Scale Mobile Music Portal

Erich Gstrein; Florian Kleedorfer; Robert Mayer; Christoph Schmotzer; Gerhard Widmer; Oliver Holle; Silvia Miksch

Adaptive Personalization: A Multi-Dimensional Approach to Boosting a Large Scale Mobile Music Portal

Erich Gstrein, Florian Kleedorfer, Robert Mayer, Christoph Schmotzer, Gerhard Widmer, Oliver Holle, Silvia Miksch

Institute of Computational Perception

Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

Abstract

Althought mobile commerce is a rapidly growing business, personalization has yet not the importance it should have. Bad usability of mobile devices and the enormous mass of data induces that the user gets frustrated and refuses the service. This is especially true in the context of mobile music distribution where additional, domain dependent problems arise. The approach we present in this paper tries to tackle the personalization problems as a whole with the aim to optimize the performance from the users point of view. We demonstrate how the combination of the results of several areas of research like music information retrieval, interaction design, etc. will lead to a better system.

Original language	English
Title of host publication	Fifth Open Workshop on MUSICNETWORK: Integration of Music in Multimedia Applications, Vienna, Austria
Number of pages	8
Publication status	Published - 2005

Fields of science

102 Computer Sciences
102001 Artificial intelligence
102003 Image processing
102015 Information systems
202002 Audiovisual media

Cite this

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title = "Adaptive Personalization: A Multi-Dimensional Approach to Boosting a Large Scale Mobile Music Portal",

abstract = "Althought mobile commerce is a rapidly growing business, personalization has yet not the importance it should have. Bad usability of mobile devices and the enormous mass of data induces that the user gets frustrated and refuses the service. This is especially true in the context of mobile music distribution where additional, domain dependent problems arise. The approach we present in this paper tries to tackle the personalization problems as a whole with the aim to optimize the performance from the users point of view. We demonstrate how the combination of the results of several areas of research like music information retrieval, interaction design, etc. will lead to a better system.",

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Adaptive Personalization: A Multi-Dimensional Approach to Boosting a Large Scale Mobile Music Portal. / Gstrein, Erich; Kleedorfer, Florian; Mayer, Robert et al.
Fifth Open Workshop on MUSICNETWORK: Integration of Music in Multimedia Applications, Vienna, Austria. 2005.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

TY - GEN

T1 - Adaptive Personalization: A Multi-Dimensional Approach to Boosting a Large Scale Mobile Music Portal

AU - Gstrein, Erich

AU - Kleedorfer, Florian

AU - Mayer, Robert

AU - Schmotzer, Christoph

AU - Widmer, Gerhard

AU - Holle, Oliver

AU - Miksch, Silvia

PY - 2005

Y1 - 2005

N2 - Althought mobile commerce is a rapidly growing business, personalization has yet not the importance it should have. Bad usability of mobile devices and the enormous mass of data induces that the user gets frustrated and refuses the service. This is especially true in the context of mobile music distribution where additional, domain dependent problems arise. The approach we present in this paper tries to tackle the personalization problems as a whole with the aim to optimize the performance from the users point of view. We demonstrate how the combination of the results of several areas of research like music information retrieval, interaction design, etc. will lead to a better system.

AB - Althought mobile commerce is a rapidly growing business, personalization has yet not the importance it should have. Bad usability of mobile devices and the enormous mass of data induces that the user gets frustrated and refuses the service. This is especially true in the context of mobile music distribution where additional, domain dependent problems arise. The approach we present in this paper tries to tackle the personalization problems as a whole with the aim to optimize the performance from the users point of view. We demonstrate how the combination of the results of several areas of research like music information retrieval, interaction design, etc. will lead to a better system.

M3 - Conference proceedings

BT - Fifth Open Workshop on MUSICNETWORK: Integration of Music in Multimedia Applications, Vienna, Austria

ER -