[HTML][HTML] Toward an ecologically valid conceptual framework for the use of artificial intelligence in clinical settings: need for systems thinking, accountability, decision …

A Choudhury - JMIR Human Factors, 2022 - humanfactors.jmir.org
The health care management and the medical practitioner literature lack a descriptive
conceptual framework for understanding the dynamic and complex interactions between …

[HTML][HTML] Data-driven personas for enhanced user understanding: Combining empathy with rationality for better insights to analytics

BJ Jansen, JO Salminen, S Jung - Data and Information Management, 2020 - Elsevier
Persona is a common human-computer interaction technique for increasing stakeholders'
understanding of audiences, customers, or users. Applied in many domains, such as e …

Search interface design and evaluation

C Liu, YH Liu, J Liu, R Bierig - Foundations and Trends® in …, 2021 - nowpublishers.com
This monograph reviews research on the design and evaluation of search user interfaces
that has been published within the past 10 years. Our primary goal is to integrate state-of-the …

Data-assisted persona construction using social media data

D Spiliotopoulos, D Margaris, C Vassilakis - Big Data and Cognitive …, 2020 - mdpi.com
User experience design and subsequent usability evaluation can benefit from knowledge
about user interaction, types, deployment settings and situations. Most of the time, the user …

[KSIĄŻKA][B] Data-driven personas

BJ Jansen, J Salminen, S Jung, K Guan - 2022 - books.google.com
Data-driven personas are a significant advancement in the fields of human-centered
informatics and human-computer interaction. Data-driven personas enhance user …

Information behavior and practices research informing information systems design

I Huvila, H Enwald, K Eriksson‐Backa… - Journal of the …, 2022 - Wiley Online Library
Abstract Information behavior and practices (IBP) research has been repeatedly criticized for
having little impact on information systems development (ISD). Claiming that there is a …

Enriching social media personas with personality traits: A deep learning approach using the big five classes

J Salminen, RG Rao, S Jung, SA Chowdhury… - … 2020, Held as Part of the …, 2020 - Springer
To predict personality traits of data-driven personas, we apply an automatic persona
generation methodology to generate 15 personas from the social media data of an online …

A template for data-driven personas: analyzing 31 quantitatively oriented persona profiles

J Salminen, K Guan, L Nielsen, S Jung… - … 2020, Held as Part of the …, 2020 - Springer
Following the proliferation of personified big data and data science algorithms, data-driven
user personas (DDPs) are becoming more common in persona design. However, the DDP …

Picturing it!: the effect of image styles on user perceptions of personas

J Salminen, S Jung, J M. Santos… - Proceedings of the …, 2021 - dl.acm.org
Though photographs of real people are typically used to portray personas, there is little
research into the potential advantages or disadvantages of using such images, relative to …

Predicting visual search task success from eye gaze data as a basis for user-adaptive information visualization systems

M Spiller, YH Liu, MZ Hossain, T Gedeon… - ACM Transactions on …, 2021 - dl.acm.org
Information visualizations are an efficient means to support the users in understanding large
amounts of complex, interconnected data; user comprehension, however, depends on …