Persona analytics: implementing mouse-tracking for an interactive persona system

SG Jung, J Salminen, B Jansen - Extended abstracts of the 2021 CHI …, 2021 - dl.acm.org
Observing user interactions with interactive persona systems offers important insights for the
design and application of such systems. Using an interactive persona system, user behavior …

Developing persona analytics towards persona science

J Salminen, SG Jung, B Jansen - … of the 27th International Conference on …, 2022 - dl.acm.org
Much of the reported work on personas suffers from the lack of empirical evidence. To
address this issue, we introduce Persona Analytics (PA), a system that tracks how users …

Implementing eye-tracking for persona analytics

SG Jung, J Salminen, B Jansen - ACM Symposium on Eye Tracking …, 2021 - dl.acm.org
Investigating users' engagement with interactive persona systems can yield crucial insights
for the design of such systems. Using eye-tracking, researchers can address the scarcity of …

Findings of a user study of automatically generated personas

J Salminen, SG Jung, J An, H Kwak… - Extended abstracts of the …, 2018 - dl.acm.org
We report findings and implications from a semi-naturalistic user study of a system for
Automatic Persona Generation (APG) using large-scale audience data of an organization's …

Personas and analytics: A comparative user study of efficiency and effectiveness for a user identification task

J Salminen, S Jung, S Chowdhury, S Sengün… - Proceedings of the …, 2020 - dl.acm.org
Personas are a well-known technique in human computer interaction. However, there is a
lack of rigorous empirical research evaluating personas relative to other methods. In this 34 …

Understanding Human-AI Workflows for Generating Personas

J Shin, MA Hedderich, BJ Rey, A Lucero… - Proceedings of the 2024 …, 2024 - dl.acm.org
One barrier to deeper adoption of user-research methods is the amount of labor required to
create high-quality representations of collected data. Trained user researchers need to …

Comparing persona analytics and social media analytics for a user-centric task using eye-tracking and think-aloud

J Salminen, S Şengün, SG Jung, B Jansen - Proceedings of the 14th …, 2021 - dl.acm.org
We compare a data-driven persona system and an analytics system for efficiency and
effectiveness for a user identification task. Findings from the 34-participant experiment show …

Perceptions of personas: the role of instructions

M Pröbster, ME Haque… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Using personas can help develop better, more user-focused products and services.
However, to be effective, it is important to foster engagement with the persona and make …

Persona generation from aggregated social media data

SG Jung, J An, H Kwak, M Ahmad, L Nielsen… - Proceedings of the …, 2017 - dl.acm.org
We develop a methodology for persona generation using real time social media data for the
distribution of products via online platforms. From a large social media account containing …

Design issues in automatically generated persona profiles: a qualitative analysis from 38 think-aloud transcripts

J Salminen, S Sengün, S Jung, BJ Jansen - Proceedings of the 2019 …, 2019 - dl.acm.org
Increased access to data and computational techniques enable innovations in the space of
automated customer analytics, for example, automatic persona generation. Automatic …