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Improving the recommendation of mobile services by interpreting the user's icon arrangement

Published: 15 September 2009 Publication History

Abstract

The aether soon will be pervaded with a high density of digital services for usage on mobile phones. Personalization plays a crucial role for the success and acceptance of such systems. In this paper, we present work in progress on a new approach for improving the personalization of recommender systems for pervasive services. Mobile utilization is extended from services inherent in devices to pervasive services. We describe a new concept for collaborative and content-based filtering based on the users' service rankings given by arrangement of menu icons and discuss different models for interaction with a varying icon menu.

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E. Horvitz. Principles of mixed-initiative user interfaces. In Proc. CHI '99, 159--166, 1999.
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R. Hull, B. Clayton, and T. Melamed. Rapid authoring of mediascapes. In Proc. UbiComp '04, 125--142, 2004.
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J. Krösche and S. Boll. The xpoi concept. In Proc. LOCA '05, 113--119. 2005.
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R. Want. You are your cell phone. Pervasive Computing, IEEE, 7(2):2--4, 2008.

Cited By

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  • (2017)Look at My Face: A New Home Screen User InterfaceDesign, User Experience, and Usability: Understanding Users and Contexts10.1007/978-3-319-58640-3_12(146-163)Online publication date: 14-May-2017
  • (2010)Exploiting the icon arrangement on mobile devices as information source for context-awarenessProceedings of the 12th international conference on Human computer interaction with mobile devices and services10.1145/1851600.1851633(195-198)Online publication date: 7-Sep-2010

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  1. Improving the recommendation of mobile services by interpreting the user's icon arrangement

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    cover image ACM Other conferences
    MobileHCI '09: Proceedings of the 11th International Conference on Human-Computer Interaction with Mobile Devices and Services
    September 2009
    473 pages
    ISBN:9781605582818
    DOI:10.1145/1613858

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 15 September 2009

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    Author Tags

    1. context-awareness
    2. personalization
    3. touch-based interaction

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    MobileHCI '09

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    MobileHCI '09 Paper Acceptance Rate 23 of 95 submissions, 24%;
    Overall Acceptance Rate 202 of 906 submissions, 22%

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    • (2017)Look at My Face: A New Home Screen User InterfaceDesign, User Experience, and Usability: Understanding Users and Contexts10.1007/978-3-319-58640-3_12(146-163)Online publication date: 14-May-2017
    • (2010)Exploiting the icon arrangement on mobile devices as information source for context-awarenessProceedings of the 12th international conference on Human computer interaction with mobile devices and services10.1145/1851600.1851633(195-198)Online publication date: 7-Sep-2010

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