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- W3173718824 abstract "While explication of socio-technical challenges posed by personal data leverage in media research has been of interest recently, effective responses that alleviate them are yet to be studied. This paper reports the use of a Cross Media Profiler prototype supported by a Personal Data Store, that combines personal data from different media services for more holistic media recommendations. This prototype is used to probe and explore the integration of Human Data Interaction principles in media experiences, as a response to these challenges. Our focus groups reveal that users prefer the media service when supported by the PDS while highlighting improvements around transparency and control. The work leads to two outcomes : design recommendations for future media experiences to embody increased sensitivity to the implications of personal data leverage and a critique of the HDI agenda through the lens of data driven media, which scopes out potential for future IMX intervention." @default.
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- W3173718824 date "2021-06-21" @default.
- W3173718824 modified "2023-09-23" @default.
- W3173718824 title "Human Data Interaction in Data-Driven Media Experiences : An Exploration of Data Sensitive Responses to the Socio-Technical Challenges of Personal Data Leverage" @default.
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- W3173718824 doi "https://doi.org/10.1145/3452918.3458797" @default.
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