Bernard J. Jansen

ORCID

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 165

Top Venues

CHI Extended Abstracts

HICSS

Data Inf. Manag.

Int. J. Hum. Comput. Stud.

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)
Haya Al-Thani, Bernard J. Jansen, Tamer Elsayed
ECAsT: a large dataset for conversational search and an evaluation of metric robustness. PeerJ Comput. Sci. 9 (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)
Joni Salminen, Bernard J. Jansen, Mekhail Mustak
How Feature Changes of a Dominant Ad Platform Shape Advertisers' Human Agency. Int. J. Electron. Commer. 27 (1) (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)
Haya Al-Thani, Tamer Elsayed, Bernard J. Jansen
Improving conversational search with query reformulation using selective contextual history. Data Inf. Manag. 7 (2) (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)
Kholoud Khalil Aldous, Jisun An, Bernard J. Jansen
What really matters?: characterising and predicting user engagement of news postings using multiple platforms, sentiments and topics. Behav. Inf. Technol. 42 (5) (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)
Yanwu Yang, Bernard J. Jansen, Yinghui Yang, Xunhua Guo, Daniel Zeng
Keyword Optimization in Sponsored Search Advertising: A Multi-Level Computational Framework. CoRR (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)
Hind Almerekhi, Haewoon Kwak, Bernard J. Jansen
Investigating toxicity changes of cross-community redditors from 2 billion posts and comments. PeerJ Comput. Sci. 8 (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)
Omar Marzouk, Joni Salminen, Pengyi Zhang, Bernard J. Jansen
Which message? Which channel? Which customer? Exploring response rates in multi-channel marketing using short-form advertising. Data Inf. Manag. 6 (1) (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)
Yanwu Yang, Baozhu Feng, Joni Salminen, Bernard J. Jansen
Optimal advertising for a generalized Vidale-Wolfe response model. Electron. Commer. Res. 22 (4) (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)
Hind A. Al-Merekhi, Haewoon Kwak, Joni Salminen, Bernard J. Jansen
PROVOKE: Toxicity trigger detection in conversations from the top 100 subreddits. Data Inf. Manag. 6 (4) (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)
Yanwu Yang, Xin Li, Bernard J. Jansen, Daniel Zeng
Aggregate effects of advertising decisions: a complex systems look at search engine advertising via an experimental study. CoRR (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)
Tommi Pirilä, Joni Salminen, Victoria-Sophie Osburg, Vignesh Yoganathan, Bernard J. Jansen
The Role of Technical and Process Quality of Chatbots: A Case Study from the Insurance Industry. HICSS (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, Tommi Salenius, Bernard J. Jansen
SiloSolver: Developing an Algorithm for Automatic Aggregation and Testing of Isolated Customer Segments in Facebook Ads Campaigns. IDSTA (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)
Kholoud Khalil Aldous, Jisun An, Bernard J. Jansen
Measuring 9 Emotions of News Posts from 8 News Organizations across 4 Social Media Platforms for 8 Months. ACM Trans. Soc. Comput. 4 (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)
Haya Al-Thani, Bernard J. Jansen, Tamer Elsayed
HBKU at TREC 2020: Conversational Multi-Stage Retrieval with Pseudo-Relevance Feedback. TREC (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)
Hind Almerekhi, Haewoon Kwak, Bernard J. Jansen
Statistical Modeling of Harassment against Reddit Moderators. WWW (Companion Volume) (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)
Hind Almerekhi, Bernard J. Jansen, Haewoon Kwak
Investigating Toxicity Across Multiple Reddit Communities, Users, and Moderators. WWW (Companion Volume) (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)
Anette Rantanen, Joni Salminen, Filip Ginter, Bernard J. Jansen
Classifying online corporate reputation with machine learning: a study in the banking domain. Internet Res. 30 (1) (2020)
Hind Almerekhi, Haewoon Kwak, Joni Salminen, Bernard J. Jansen
Are These Comments Triggering? Predicting Triggers of Toxicity in Online Discussions. WWW (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)
Kholoud Khalil Aldous, Jisun An, Bernard J. Jansen
View, Like, Comment, Post: Analyzing User Engagement by Topic at 4 Levels across 5 Social Media Platforms for 53 News Organizations. ICWSM (2019)
Yanwu Yang, Bernard J. Jansen, Yinghui Yang, Xunhua Guo, Daniel Zeng
Keyword Optimization in Sponsored Search Advertising: A Multilevel Computational Framework. IEEE Intell. Syst. 34 (1) (2019)
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)
Kholoud Khalil Aldous, Jisun An, Bernard J. Jansen
Stylistic Features Usage: Similarities and Differences Using Multiple Social Networks. SocInfo (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)
Kholoud Khalil Aldous, Jisun An, Bernard J. Jansen
Predicting Audience Engagement Across Social Media Platforms in the News Domain. SocInfo (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bernard J. Jansen