Joni Salminen
Postdoctoral researcher
Digital marketing, startups, platforms, personas
Marketing, Human-Computer Interaction, Technology
I'm interested in personas, online platforms, digital marketing, and technology startups. Always open for collaboration. Contact: joolsa@utu.fi
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- The future of data-driven personas: A marriage of online analytics numbers and human attributes (2019) Proceedings of the 21st International Conference on Enterprise Information Systems - (Volume 1) Joni Salminen, Soon-gyo Jung, Bernard Jansen
- Using machine learning to predict ranking of webpages in the gift industry: Factors for search-engine optimization (2019) icist 2019: Proceedings of the 9th International Conference on Information Systems and Technologies Joni Salminen, Juan Corporan, Roope Marttila, Tommi Salenius, Bernard J Jansen
- Anatomy of online hate: Developing a taxonomy and machine learning models for identifying and classifying hate in online news media (2018) Proceedings the twelfth International Conference on Web and Social Media, ICWSM 2018 Joni Salminen, Hind Almerekhi, Milica Milenković, Soon-gyo Jung, Jisun An, Haewoon Kwak, Bernard J. Jansen
- Are personas done? Evaluating their usefulness in the age of digital analytics (2018)
- Persona Studies
- Assessing the Accuracy of Four Popular Face Recognition Tools for Inferring Gender, Age, and Race (2018) Proceedings of the Twelfth International AAAI Conference on Web and Social Media (ICWSM 2018) Soon-Gyo Jung, Jisun An, Haewoon Kwak, Joni Salminen, Bernard J. Jansen
- Automatically Conceptualizing Social Media Analytics Data via Personas (2018) Proceedings of the Twelfth International AAAI Conference on Web and Social Media (ICWSM 2018) Soon-gyo Jung, Joni O. Salminen, Jisun An, Haewoon Kwak, Bernard J Jansen
- Automatic Persona Generation (APG): A Rationale and Demonstration (2018) Proceedings of the 2018 Conference on Human Information Interaction & Retrieval Soon-gyo Jung, Joni Salminen, Haewoon Kwak, Jisun An, Bernard J. Jansen
- Combining behaviors and demographics to segment online audiences: Experiments with a youtube channel (2018)
- Lecture Notes in Computer Science
- Customer segmentation using online platforms: isolating behavioral and demographic segments for persona creation via aggregated user data (2018)
- Social Network Analysis and Mining
- Determining online brand reputation with machine learning from social media mentions: A study in the banking context
(Presentation at the 13th Global Brand Conference 2018) (2018) Rantanen A, Salminen J, Jansen BJ
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