Soon-Gyo Jung

ORCID

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 105

Top Venues

CHI Extended Abstracts

Int. J. Hum. Comput. Stud.

CHI

HICSS

Publications

Jinan Y. Azem, Joni Salminen, Soon-Gyo Jung, Bernard J. Jansen
Measuring Engagement Through Remote Interactions of Customers: Introducing METRIC. ISNCC (2023)
Joni Salminen, Ahmed Mohamed Sayed Kamel, Soon-Gyo Jung, Mekhail Mustak, Bernard J. Jansen
Fair compensation of crowdsourcing work: the problem of flat rates. Behav. Inf. Technol. 42 (16) (2023)
Saravanan Thirumuruganathan, Noora Al Emadi, Soon-Gyo Jung, Joni Salminen, Dianne Ramirez Robillos, Bernard J. Jansen
Will they take this offer? A machine learning price elasticity model for predicting upselling acceptance of premium airline seating. Inf. Manag. 60 (3) (2023)
Ilkka Kaate, Joni Salminen, João M. Santos, Soon-Gyo Jung, Rami Olkkonen, Bernard J. Jansen
The realness of fakes: Primary evidence of the effect of deepfake personas on user perceptions in a design task. Int. J. Hum. Comput. Stud. 178 (2023)
Joni Salminen, Sercan Sengün, João M. Santos, Soon-Gyo Jung, Lene Nielsen, Bernard J. Jansen
The Choice of a Persona: An Analysis of Why Stakeholders Choose a Given Persona for a Design Task. HCI (48) (2023)
Joni Salminen, Soon-Gyo Jung, Hind A. Al-Merekhi, Erik Cambria, Bernard J. Jansen
How Can Natural Language Processing and Generative AI Address Grand Challenges of Quantitative User Personas? HCI (53) (2023)
Ilkka Kaate, Joni Salminen, Soon-Gyo Jung, Hind A. Al-Merekhi, Bernard J. Jansen
How Do Users Perceive Deepfake Personas? Investigating the Deepfake User Perception and Its Implications for Human-Computer Interaction. CHItaly (2023)
Joni Salminen, João M. Santos, Soon-Gyo Jung, Bernard J. Jansen
How does an imaginary persona's attractiveness affect designers' perceptions and IT solutions? An experimental study on users' remote working needs. Inf. Technol. People 36 (8) (2023)
Joni Salminen, Soon-Gyo Jung, Ahmed Mohamed Sayed Kamel, Willemien Froneman, Bernard J. Jansen
Who is in the sample? An analysis of real and surrogate users as participants in user study research in the information technology fields. PeerJ Comput. Sci. 8 (2022)
Joni Salminen, Sercan Sengün, João M. Santos, Soon-Gyo Jung, Bernard J. Jansen
Can Unhappy Pictures Enhance the Effect of Personas? A User Experiment. ACM Trans. Comput. Hum. Interact. 29 (2) (2022)
Bernard J. Jansen, Joni Salminen, Soon-Gyo Jung, Hind A. Al-Merekhi
The illusion of data validity: Why numbers about people are likely wrong. Data Inf. Manag. 6 (4) (2022)
Soon-Gyo Jung, Joni Salminen, Bernard J. Jansen
Engineers, Aware! Commercial Tools Disagree on Social Media Sentiment: Analyzing the Sentiment Bias of Four Major Tools. Proc. ACM Hum. Comput. Interact. 6 (EICS) (2022)
Soon-Gyo Jung, Joni Salminen, Bernard J. Jansen
The Effect of Hiding Dislikes on the Use of YouTube's Like and Dislike Features. WebSci (2022)
Joni Salminen, Soon-Gyo Jung, Lene Nielsen, Sercan Sengün, Bernard J. Jansen
How does varying the number of personas affect user perceptions and behavior? Challenging the 'small personas' hypothesis! Int. J. Hum. Comput. Stud. 168 (2022)
Joni Salminen, Soon-Gyo Jung, Ahmed Mohamed Sayed Kamel, João M. Santos, Bernard J. Jansen
Using artificially generated pictures in customer-facing systems: an evaluation study with data-driven personas. Behav. Inf. Technol. 41 (5) (2022)
Joni Salminen, Kamal Chhirang, Soon-Gyo Jung, Saravanan Thirumuruganathan, Kathleen W. Guan, Bernard J. Jansen
Big Data, Small Personas: How Algorithms Shape the Demographic Representation of Data-Driven User Segments. Big Data 10 (4) (2022)
Joni Salminen, Soon-Gyo Jung, Bernard J. Jansen
Developing Persona Analytics Towards Persona Science. IUI (2022)
Joni Salminen, Soon-Gyo Jung, Lene Nielsen, Bernard J. Jansen
Creating More Personas Improves Representation of Demographically Diverse Populations: Implications Towards Interactive Persona Systems. NordiCHI (2022)
Bernard J. Jansen, Soon-Gyo Jung, Lene Nielsen, Kathleen W. Guan, Joni Salminen
How to Create Personas: Three Persona Creation Methodologies with Implications for Practical Employment. Pac. Asia J. Assoc. Inf. Syst. 14 (3) (2022)
Lene Nielsen, Bernard J. Jansen, Joni Salminen, José L. Abdelnour-Nocera, Soon-Gyo Jung
Personas: New Data, New Trends. CHI Extended Abstracts (2022)
Joni Salminen, Bernard J. Jansen, Soon-Gyo Jung
Survey2Persona: Rendering Survey Responses as Personas. UMAP (Adjunct Publication) (2022)
Joni Salminen, Kathleen Wenyun Guan, Soon-Gyo Jung, Bernard J. Jansen
Use Cases for Design Personas: A Systematic Review and New Frontiers. CHI (2022)
Joni Salminen, Soon-Gyo Jung, Bernard J. Jansen
Intentionally Biasing User Representation?: Investigating the Pros and Cons of Removing Toxic Quotes from Social Media Personas. NordiCHI (2022)
Bernard J. Jansen, Soon-Gyo Jung, Dianne Ramirez Robillos, Joni Salminen
Next Likely Behavior: Predicting Individual Actions from Aggregate User Behaviors. IDSTA (2021)
Joni Salminen, Ilkka Kaate, Ahmed Mohamed Kamel, Soon-Gyo Jung, Bernard J. Jansen
How Does Personification Impact Ad Performance and Empathy? An Experiment with Online Advertising. Int. J. Hum. Comput. Interact. 37 (2) (2021)
Joni Salminen, Juan Corporan, Soon-Gyo Jung, Bernard J. Jansen
Taking Back Control of Social Media Feeds with Take Back Control. INISTA (2021)
Joni Salminen, Soon-Gyo Jung, Bernard J. Jansen
Automatically Mapping Ad Targeting Criteria between Online Ad Platforms. HICSS (2021)
Bernard J. Jansen, Soon-Gyo Jung, Joni Salminen, Kathleen W. Guan, Lene Nielsen
Strengths and Weaknesses of Persona Creation Methods: Guidelines and Opportunities for Digital Innovations. HICSS (2021)
Joni Salminen, Lene Nielsen, Soon-Gyo Jung, Bernard J. Jansen
Towards a Measurement Scale of Organizational Readiness for Personas. CHI Extended Abstracts (2021)
Joni Salminen, Soon-Gyo Jung, Kamal Chhirang, Bernard J. Jansen
Instilling Knowledge Claims of Personas from 346 Research Articles. CHI Extended Abstracts (2021)
Joni Salminen, Sercan Sengün, Soon-Gyo Jung, Bernard J. Jansen
Comparing Persona Analytics and Social Media Analytics for a User-Centric Task Using Eye-Tracking and Think-Aloud. CHItaly (2021)
Joni Salminen, Milica Milenkovic, Sercan Sengün, Soon-Gyo Jung, Bernard J. Jansen
Weaponizing Words: Analyzing Fake News Accusations Against Two Online News Channels. BESC (2021)
Lene Nielsen, Joni Salminen, Soon-Gyo Jung, Bernard J. Jansen
Think-Aloud Surveys - A Method for Eliciting Enhanced Insights During User Studies. INTERACT (5) (2021)
Joni Salminen, Soon-Gyo Jung, Shammur A. Chowdhury, Dianne Ramirez Robillos, Bernard J. Jansen
The ability of personas: An empirical evaluation of altering incorrect preconceptions about users. Int. J. Hum. Comput. Stud. 153 (2021)
Soon-Gyo Jung, Joni Salminen, Bernard J. Jansen
All About the Name: Assigning Demographically Appropriate Names to Data-Driven Entities. HICSS (2021)
Joni Salminen, Soon-Gyo Jung, Bernard J. Jansen
Suggestions for Online User Studies - Sharing Experiences from the Use of Four Platforms. HCI (40) (2021)
Joni Salminen, Soon-Gyo Jung, João M. Santos, Ahmed Mohamed Sayed Kamel, Bernard J. Jansen
Picturing It!: The Effect of Image Styles on User Perceptions of Personas. CHI (2021)
Saravanan Thirumuruganathan, Soon-Gyo Jung, Dianne Ramirez Robillos, Joni Salminen, Bernard J. Jansen
Forecasting the nearly unforecastable: why aren't airline bookings adhering to the prediction algorithm? Electron. Commer. Res. 21 (1) (2021)
Joni Salminen, Kathleen W. Guan, Soon-Gyo Jung, Bernard J. Jansen
A Survey of 15 Years of Data-Driven Persona Development. Int. J. Hum. Comput. Interact. 37 (18) (2021)
Bernard J. Jansen, Soon-Gyo Jung, Dianne Ramirez Robillos, Joni Salminen
Too few, too many, just right: Creating the necessary number of segments for large online customer populations. Electron. Commer. Res. Appl. 49 (2021)
Joni Salminen, Kamal Chhirang, Soon-Gyo Jung, Bernard J. Jansen
Helping Professionals Select Persona Interview Questions Using Natural Language Processing. INTERACT (3) (2021)
Joni Salminen, Soon-Gyo Jung, João M. Santos, Bernard J. Jansen
Toxic Text in Personas: An Experiment on User Perceptions. AIS Trans. Hum. Comput. Interact. 13 (4) (2021)
Kathleen W. Guan, Joni Salminen, Lene Nielsen, Soon-Gyo Jung, Bernard J. Jansen
Information Design for Personas in Four Professional Domains of User Experience Design, Healthcare, Market Research, and Social Media Strategy. HICSS (2021)
Soon-Gyo Jung, Joni Salminen, Bernard J. Jansen
Persona Analytics: Implementing Mouse-Tracking for an Interactive Persona System. CHI Extended Abstracts (2021)
Bernard J. Jansen, Soon-Gyo Jung, Shammur A. Chowdhury, Joni Salminen
Persona analytics: Analyzing the stability of online segments and content interests over time using non-negative matrix factorization. Expert Syst. Appl. 185 (2021)
Soon-Gyo Jung, Joni Salminen, Bernard J. Jansen
Implementing Eye-Tracking for Persona Analytics. ETRA Adjunct (2021)
Joni Salminen, Maria Jose Linarez, Soon-Gyo Jung, Bernard J. Jansen
Online Hate Detection Systems: Challenges and Action Points for Developers, Data Scientists, and Researchers. BESC (2021)
Joni Salminen, João M. Santos, Haewoon Kwak, Jisun An, Soon-Gyo Jung, Bernard J. Jansen
Persona Perception Scale: Development and Exploratory Validation of an Instrument for Evaluating Individuals' Perceptions of Personas. Int. J. Hum. Comput. Stud. 141 (2020)
Joni Salminen, Maximilian Hopf, Shammur A. Chowdhury, Soon-Gyo Jung, Hind Almerekhi, Bernard J. Jansen
Developing an online hate classifier for multiple social media platforms. Hum. centric Comput. Inf. Sci. 10 (2020)
Joni Salminen, Kathleen W. Guan, Soon-Gyo Jung, Shammur A. Chowdhury, Bernard J. Jansen
A Literature Review of Quantitative Persona Creation. CHI (2020)
Joni Salminen, Rohan Gurunandan Rao, Soon-Gyo Jung, Shammur A. Chowdhury, Bernard J. Jansen
Enriching Social Media Personas with Personality Traits: A Deep Learning Approach Using the Big Five Classes. HCI (37) (2020)
Soon-Gyo Jung, Joni Salminen, Bernard J. Jansen
Giving Faces to Data: Creating Data-Driven Personas from Personified Big Data. IUI Companion (2020)
Joni Salminen, João M. Santos, Soon-Gyo Jung, Motahhare Eslami, Bernard J. Jansen
Persona Transparency: Analyzing the Impact of Explanations on Perceptions of Data-Driven Personas. Int. J. Hum. Comput. Interact. 36 (8) (2020)
Joni Salminen, Jukka Vahlo, Aki Koponen, Soon-Gyo Jung, Shammur A. Chowdhury, Bernard J. Jansen
Designing Prototype Player Personas from a Game Preference Survey. CHI Extended Abstracts (2020)
Joni Salminen, Soon-Gyo Jung, João M. Santos, Bernard J. Jansen
Does a Smile Matter if the Person Is Not Real?: The Effect of a Smile and Stock Photos on Persona Perceptions. Int. J. Hum. Comput. Interact. 36 (6) (2020)
Joni Salminen, Ying-Hsang Liu, Sercan Sengün, João M. Santos, Soon-Gyo Jung, Bernard J. Jansen
The effect of numerical and textual information on visual engagement and perceptions of AI-driven persona interfaces. IUI (2020)
Shammur Absar Chowdhury, Ahmed Abdelali, Kareem Darwish, Soon-Gyo Jung, Joni Salminen, Bernard J. Jansen
Improving Arabic Text Categorization Using Transformer Training Diversification. WANLP@COLING (2020)
Bernard J. Jansen, Joni O. Salminen, Soon-Gyo Jung
Making Meaningful User Segments from Datasets Using Product Dissemination and Product Impact. Data Inf. Manag. 4 (4) (2020)
Soon-Gyo Jung, Joni Salminen, Shammur A. Chowdhury, Dianne Ramirez Robillos, Bernard J. Jansen
Things Change: Comparing Results Using Historical Data and User Testing for Evaluating a Recommendation Task. CHI Extended Abstracts (2020)
Bernard J. Jansen, Soon-Gyo Jung, Joni Salminen
From flat file to interface: Synthesis of personas and analytics for enhanced user understanding. ASIST (2020)
Joni Salminen, Kathleen W. Guan, Lene Nielsen, Soon-Gyo Jung, Bernard J. Jansen
A Template for Data-Driven Personas: Analyzing 31 Quantitatively Oriented Persona Profiles. HCI (4) (2020)
Soon-Gyo Jung, Joni Salminen, Bernard J. Jansen
Explaining Data Driven Personas to End Users. ExSS-ATEC@IUI (2020)
Bernard J. Jansen, Joni O. Salminen, Soon-Gyo Jung
Data-Driven Personas for Enhanced User Understanding: Combining Empathy with Rationality for Better Insights to Analytics. Data Inf. Manag. 4 (1) (2020)
Joni Salminen, Soon-Gyo Jung, Shammur A. Chowdhury, Bernard J. Jansen
Rethinking Personas for Fairness: Algorithmic Transparency and Accountability in Data-Driven Personas. HCI (37) (2020)
Joni Salminen, Soon-Gyo Jung, Shammur A. Chowdhury, Sercan Sengün, Bernard J. Jansen
Personas and Analytics: A Comparative User Study of Efficiency and Effectiveness for a User Identification Task. CHI (2020)
Joni Salminen, Soon-Gyo Jung, Shammur A. Chowdhury, Bernard J. Jansen
Analyzing Demographic Bias in Artificially Generated Facial Pictures. CHI Extended Abstracts (2020)
Shammur A. Chowdhury, Hamdy Mubarak, Ahmed Abdelali, Soon-Gyo Jung, Bernard J. Jansen, Joni Salminen
A Multi-Platform Arabic News Comment Dataset for Offensive Language Detection. LREC (2020)
Raghvendra Mall, Mridul Nagpal, Joni Salminen, Hind Almerekhi, Soon-Gyo Jung, Bernard J. Jansen
Four Types of Toxic People: Characterizing Online Users' Toxicity over Time. NordiCHI (2020)
Joni Salminen, Willemien Froneman, Soon-Gyo Jung, Shammur A. Chowdhury, Bernard J. Jansen
The Ethics of Data-Driven Personas. CHI Extended Abstracts (2020)
Joni Salminen, Soon-Gyo Jung, João M. Santos, Shammur A. Chowdhury, Bernard J. Jansen
The Effect of Experience on Persona Perceptions. CHI Extended Abstracts (2020)
Joni Salminen, Hind Almerekhi, Ahmed Mohamed Kamel, Soon-Gyo Jung, Bernard J. Jansen
Online Hate Ratings Vary by Extremes: A Statistical Analysis. CHIIR (2019)
Joni Salminen, Soon-Gyo Jung, Bernard J. Jansen
The Future of Data-driven Personas: A Marriage of Online Analytics Numbers and Human Attributes. ICEIS (1) (2019)
Soon-Gyo Jung, Joni Salminen, Bernard J. Jansen
Personas Changing Over Time: Analyzing Variations of Data-Driven Personas During a Two-Year Period. CHI Extended Abstracts (2019)
Joni Salminen, Soon-Gyo Jung, Jisun An, Haewoon Kwak, Lene Nielsen, Bernard J. Jansen
Confusion and information triggered by photos in persona profiles. Int. J. Hum. Comput. Stud. 129 (2019)
Joni Salminen, Soon-Gyo Jung, Bernard J. Jansen
Detecting Demographic Bias in Automatically Generated Personas. CHI Extended Abstracts (2019)
Joni Salminen, Sercan Sengün, Soon-Gyo Jung, Bernard J. Jansen
Design Issues in Automatically Generated Persona Profiles: A Qualitative Analysis from 38 Think-Aloud Transcripts. CHIIR (2019)
Sercan Sengün, Joni Salminen, Soon-Gyo Jung, Peter Mawhorter, Bernard J. Jansen
Analyzing Hate Speech Toward Players from the MENA in League of Legends. CHI Extended Abstracts (2019)
Bernard J. Jansen, Soon-Gyo Jung, Joni Salminen
Creating Manageable Persona Sets from Large User Populations. CHI Extended Abstracts (2019)
Sercan Sengün, Joni Salminen, Peter Mawhorter, Soon-Gyo Jung, Bernard J. Jansen
Exploring the Relationship Between Game Content and Culture-based Toxicity: A Case Study of League of Legends and MENA Players. HT (2019)
Bernard J. Jansen, Soon-Gyo Jung, Joni Salminen
Capturing the change in topical interests of personas over time. ASIST (2019)
Joni Salminen, Mridul Nagpal, Haewoon Kwak, Jisun An, Soon-Gyo Jung, Bernard J. Jansen
Confusion Prediction from Eye-Tracking Data: Experiments with Machine Learning. ICIST (2019)
Joni Salminen, Soon-Gyo Jung, João M. Santos, Bernard J. Jansen
The Effect of Smiling Pictures on Perceptions of Personas. UMAP (Adjunct Publication) (2019)
Jisun An, Haewoon Kwak, Soon-Gyo Jung, Joni Salminen, Bernard J. Jansen
Customer segmentation using online platforms: isolating behavioral and demographic segments for persona creation via aggregated user data. Soc. Netw. Anal. Min. 8 (1) (2018)
Jisun An, Haewoon Kwak, Soon-Gyo Jung, Joni Salminen, M. Admad, Bernard J. Jansen
Imaginary People Representing Real Numbers: Generating Personas from Online Social Media Data. ACM Trans. Web 12 (4) (2018)
Soon-Gyo Jung, Joni O. Salminen, Jisun An, Haewoon Kwak, Bernard J. Jansen
Automatically Conceptualizing Social Media Analytics Data via Personas. ICWSM (2018)
Soon-Gyo Jung, Joni Salminen, Haewoon Kwak, Jisun An, Bernard J. Jansen
Automatic Persona Generation (APG): A Rationale and Demonstration. CHIIR (2018)
Joni Salminen, Soon-Gyo Jung, Jisun An, Haewoon Kwak, Bernard J. Jansen
Findings of a User Study of Automatically Generated Personas. CHI Extended Abstracts (2018)
Joni Salminen, Hind Almerekhi, Milica Milenkovic, Soon-Gyo Jung, Jisun An, Haewoon Kwak, Bernard J. Jansen
Anatomy of Online Hate: Developing a Taxonomy and Machine Learning Models for Identifying and Classifying Hate in Online News Media. ICWSM (2018)
Haewoon Kwak, Jisun An, Joni Salminen, Soon-Gyo Jung, Bernard J. Jansen
What We Read, What We Search: Media Attention and Public Attention Among 193 Countries. WWW (2018)
Bernard J. Jansen, Soon-Gyo Jung, Joni Salminen, Jisun An, Haewoon Kwak
Combining Behaviors and Demographics to Segment Online Audiences: Experiments with a YouTube Channel. INSCI (2018)
Joni Salminen, Fabio Veronesi, Hind Almerekhi, Soon-Gyo Jung, Bernard J. Jansen
Online Hate Interpretation Varies by Country, But More by Individual: A Statistical Analysis Using Crowdsourced Ratings. SNAMS (2018)
Soon-Gyo Jung, Jisun An, Haewoon Kwak, Joni Salminen, Bernard Jim Jansen
Assessing the Accuracy of Four Popular Face Recognition Tools for Inferring Gender, Age, and Race. ICWSM (2018)
Joni Salminen, Lene Nielsen, Soon-Gyo Jung, Jisun An, Haewoon Kwak, Bernard J. Jansen
"Is More Better?": Impact of Multiple Photos on Perception of Persona Profiles. CHI (2018)
Joni Salminen, Juhani Luotolahti, Hind Almerekhi, Bernard J. Jansen, Soon-Gyo Jung
Neural Network Hate Deletion: Developing a Machine Learning Model to Eliminate Hate from Online Comments. INSCI (2018)
Haewoon Kwak, Jisun An, Joni Salminen, Soon-Gyo Jung, Bernard J. Jansen
What We Read, What We Search: Media Attention and Public Attention Among 193 Countries. CoRR (2018)
Joni Salminen, Sercan Sengün, Haewoon Kwak, Bernard J. Jansen, Jisun An, Soon-Gyo Jung, Sarah Vieweg, D. Fox Harrell
From 2, 772 segments to five personas: Summarizing a diverse online audience by generating culturally adapted personas. First Monday 23 (6) (2018)
Joni Salminen, Haewoon Kwak, João M. Santos, Soon-Gyo Jung, Jisun An, Bernard J. Jansen
Persona Perception Scale: Developing and Validating an Instrument for Human-Like Representations of Data. CHI Extended Abstracts (2018)
Joni Salminen, Bernard J. Jansen, Jisun An, Soon-Gyo Jung, Lene Nielsen, Haewoon Kwak
Fixation and Confusion: Investigating Eye-tracking Participants' Exposure to Information in Personas. CHIIR (2018)
Soon-Gyo Jung, Jisun An, Haewoon Kwak, Moeed Ahmad, Lene Nielsen, Bernard J. Jansen
Persona Generation from Aggregated Social Media Data. CHI Extended Abstracts (2017)
Lene Nielsen, Soon-Gyo Jung, Jisun An, Joni Salminen, Haewoon Kwak, Bernard J. Jansen
Who are your users?: comparing media professionals' preconception of users to data-driven personas. OZCHI (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Soon-Gyo Jung