AIm2 : Exploring AI-Driven Insights in Visual Analytics Guidelines for Designing Insights to Aid in the Analytic Process
Typ
Examensarbete för masterexamen
Program
Publicerad
2020
Författare
ALDRIN, MIRANDA
BÅNNSGÅRD, MIRANDA
Modellbyggare
Tidskriftstitel
ISSN
Volymtitel
Utgivare
Sammanfattning
The purpose of this thesis project was to explore the application of system-generated
insight and research what needs to be considered when designing such systems. The
project was exploratory in nature, and the process was designed to explore many
different concepts and design challenges within the field. The scope of the project
was very broad, as few other academic studies have looked into designing these types
of systems. The broad scope allowed for a general exploration of the design space
to find what design challenges there are. The thesis resulted in three artifacts: a
high-fidelity prototype, a design language used for communicating the design, and
a set of guidelines. The guidelines provide recommendations in order to aid the
design of system-generated insights and the interaction with them, and cover the
design process, general boundaries to be considered, as well as more insight specific
guidelines. There are still many possibilities for further study within the field, but
the hope is that the foundation built in this thesis will work as a stepping stone for
future research.
Beskrivning
Ämne/nyckelord
visual analytics , system-generated insights , AI-generated insights , human-AI interaction , information visualization , interaction design