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Human Data Interaction in Data-Driven Media Experiences : An Exploration of Data Sensitive Responses to the Socio-Technical Challenges of Personal Data Leverage

Published: 23 June 2021 Publication History

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.

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  • (2024)Making of an Adaptive Podcast that Engenders Trust through Data NegotiabilityProceedings of the 2024 ACM International Conference on Interactive Media Experiences10.1145/3639701.3663634(334-341)Online publication date: 7-Jun-2024

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cover image ACM Conferences
IMX '21: Proceedings of the 2021 ACM International Conference on Interactive Media Experiences
June 2021
331 pages
ISBN:9781450383899
DOI:10.1145/3452918
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Published: 23 June 2021

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  1. Human Data Interaction
  2. Media Experience
  3. Personal Data

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  • (2024)Making of an Adaptive Podcast that Engenders Trust through Data NegotiabilityProceedings of the 2024 ACM International Conference on Interactive Media Experiences10.1145/3639701.3663634(334-341)Online publication date: 7-Jun-2024

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