@ARTICLE\{IMM2011-06122, author = "J. E. Larsen and M. K. Petersen and N. Zandi and R. Handler", title = "Observing Mobile Media Player Application Use in Context using Embedded and Virtual Sensors", year = "2011", month = "apr", keywords = "Mobile phone use, context-awareness, context, sensors, media, music, recommendation systems", journal = "Wi: Journal of Mobile Media", volume = "", editor = "", number = "", publisher = "", url = "http://wi.hexagram.ca/?p=68/?article2pdf=1", abstract = "This paper presents a study of mobile phone use based on contextual data acquired from multiple embedded mobile phone sensors. Contextual information was obtained from 7 mobile phone users during two weeks of daily use that included using the built-in media player for music playback. Our initial findings demonstrate that such “in-the-wild” studies can provide new insights on the mobile user experience and application use in context. Based on these insights we discuss how contextual information can be used to shape new types of context-aware mobile user interfaces and interaction. In the present case the focus is music recommendation interfaces involving contextual parameters, but we suggest that the approach is useful in other application domains to obtain insights useful for the design of mobile applications and user interfaces." }