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Joni Salminen
Joni Salminen
Associate Professor (tenure track) at the University of Vaasa
Adresă de e-mail confirmată pe utu.fi - Pagina de pornire
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Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda
M Mustak, J Salminen, L Plé, J Wirtz
Journal of Business Research 124, 389-404, 2021
4572021
Developing an online hate classifier for multiple social media platforms
J Salminen, M Hopf, SA Chowdhury, S Jung, H Almerekhi, BJ Jansen
Human-centric Computing and Information Sciences 10, 1-34, 2020
2982020
Creating and detecting fake reviews of online products
J Salminen, C Kandpal, AM Kamel, S Jung, BJ Jansen
Journal of Retailing and Consumer Services 64, 102771, 2022
2682022
Understanding the impact of online customers’ shopping experience on online impulsive buying: A study on two leading E-commerce platforms
MB Gulfraz, M Sufyan, M Mustak, J Salminen, DK Srivastava
Journal of Retailing and Consumer Services 68, 103000, 2022
2442022
Anatomy of online hate: developing a taxonomy and machine learning models for identifying and classifying hate in online news media
J Salminen, H Almerekhi, M Milenković, S Jung, J An, H Kwak, B Jansen
Proceedings of the International AAAI Conference on Web and Social Media 12 (1), 2018
1832018
Customer segmentation using online platforms: isolating behavioral and demographic segments for persona creation via aggregated user data
J An, H Kwak, S Jung, J Salminen, BJ Jansen
Social Network Analysis and Mining 8 (1), 54, 2018
1652018
A literature review of quantitative persona creation
J Salminen, K Guan, S Jung, SA Chowdhury, BJ Jansen
Proceedings of the 2020 CHI conference on human factors in computing systems …, 2020
1392020
Imaginary people representing real numbers: Generating personas from online social media data
J An, H Kwak, S Jung, J Salminen, M Admad, B Jansen
ACM Transactions on the Web (TWEB) 12 (4), 1-26, 2018
1362018
Machine learning approach to auto-tagging online content for content marketing efficiency: A comparative analysis between methods and content type
J Salminen, V Yoganathan, J Corporan, BJ Jansen, SG Jung
Journal of Business Research 101, 203-217, 2019
1352019
Deepfakes: Deceptions, mitigations, and opportunities
M Mustak, J Salminen, M Mäntymäki, A Rahman, YK Dwivedi
Journal of Business Research 154, 113368, 2023
1292023
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 4 (1), 1-17, 2020
992020
Are personas done? Evaluating their usefulness in the age of digital analytics
J Salminen, BJ Jansen, J An, H Kwak, S Jung
Persona Studies 4 (2), 47-65, 2018
972018
Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate
A Waqas, J Salminen, S Jung, H Almerekhi, BJ Jansen
PloS one 14 (9), e0222194, 2019
872019
A multi-platform Arabic news comment dataset for offensive language detection
SA Chowdhury, H Mubarak, A Abdelali, S Jung, BJ Jansen, J Salminen
Proceedings of the twelfth language resources and evaluation conference …, 2020
832020
Assessing the accuracy of four popular face recognition tools for inferring gender, age, and race
SG Jung, J An, H Kwak, J Salminen, B Jansen
Proceedings of the International AAAI Conference on Web and Social Media 12 (1), 2018
832018
“Is More Better?” Impact of Multiple Photos on Perception of Persona Profiles
J Salminen, L Nielsen, S Jung, J An, H Kwak, BJ Jansen
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems …, 2018
832018
Topic-driven toxicity: Exploring the relationship between online toxicity and news topics
J Salminen, S Sengün, J Corporan, S Jung, BJ Jansen
PloS one 15 (2), e0228723, 2020
822020
Employing large language models in survey research
BJ Jansen, S Jung, J Salminen
Natural Language Processing Journal 4, 100020, 2023
792023
A survey of 15 years of data-driven persona development
J Salminen, K Guan, SG Jung, BJ Jansen
International Journal of Human–Computer Interaction 37 (18), 1685-1708, 2021
792021
Use cases for design personas: A systematic review and new frontiers
J Salminen, K Wenyun Guan, SG Jung, B Jansen
Proceedings of the 2022 CHI Conference on human factors in computing systems …, 2022
702022
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