Human-Data Interaction Framework: A Comprehensive Model for a Future Driven by Data and Humans
In an age defined by rapid data expansion, the connection between individuals and their digital footprints has become more intricate. The Human-Data Interaction (HDI) framework has become an essential approach to tackling the challenges and ethical issues associated with data governance and utilizat...
Gespeichert in:
Hauptverfasser: | , , |
---|---|
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | In an age defined by rapid data expansion, the connection between individuals
and their digital footprints has become more intricate. The Human-Data
Interaction (HDI) framework has become an essential approach to tackling the
challenges and ethical issues associated with data governance and utilization
in the modern digital world. This paper outlines the fundamental steps required
for organizations to seamlessly integrate HDI principles, emphasizing auditing,
aligning, formulating considerations, and the need for continuous monitoring
and adaptation. Through a thorough audit, organizations can critically assess
their current data management practices, trace the data lifecycle from
collection to disposal, and evaluate the effectiveness of existing policies,
security protocols, and user interfaces. The next step involves aligning these
practices with the main HDI principles, such as informed consent, data
transparency, user control, algorithm transparency, and ethical data use, to
identify gaps that need strategic action. Formulating preliminary
considerations includes developing policies and technical solutions to close
identified gaps, ensuring that these practices not only meet legal standards,
but also promote fairness and accountability in data interactions. The final
step, monitoring and adaptation, highlights the need for setting up continuous
evaluation mechanisms and being responsive to technological, regulatory, and
societal developments, ensuring HDI practices stay up-to-date and effective.
Successful implementation of the HDI framework requires multi-disciplinary
collaboration, incorporating insights from technology, law, ethics, and user
experience design. The paper posits that this comprehensive approach is vital
for building trust and legitimacy in digital environments, ultimately leading
to more ethical, transparent, and user-centric data interactions. |
---|---|
DOI: | 10.48550/arxiv.2407.21010 |