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Persona Research Personas

Persona Analytics Research Conference Articles from the APG Team

Along with developing persona analytics systems and features to create accurate and precise data-driven personas, the APG Team also conducts persona analytics research.

please visit our Persona Research from The APG Team page
Please visit Persona Research from The APG Team page

Here are four of the APG team’s research conference articles (published early 2021) on persona research. Check ’em out!

​Jung, S.G., Salminen, J., and Jansen, B. J. (2021) All About the Name: Assigning Demographically Appropriate Names to Data-Driven Entities. 54th Annual Hawaii International Conference on System Sciences (HICSS 2021) Koloa, Hawaii, United States. 5-8 Jan. 2021. p. 4034-4042

Jansen, B. J., Jung, S.G., Salminen, J., Nielsen, L., and Guan, K.W. (2021) Strengths and Weaknesses of Persona Creation Methods: Guidelines for Novice and Experienced Users. 54th Annual Hawaii International Conference on System Sciences (HICSS 2021) Koloa, Hawaii, United States. 5-8 Jan. 2021. p. 4971-4980.

Guan, K.W., Salminen, J., Nielsen, L., Jung, S.G., and Jansen, B. J. (2021) Information Design for Personas in Four Professional Domains of User Experience Design, Healthcare, Market Research, and Social Media Strategy. 54th Annual Hawaii International Conference on System Sciences (HICSS 2021) Koloa, Hawaii, United States. 5-8 Jan. 2021. p, 4446-4455.

Jung, S.G., Salminen, J., and Jansen, B. J. (2021) Automatically Mapping Ad Targeting Criteria between Online Ad Platforms. 54th Annual Hawaii International Conference on System Sciences (HICSS 2021) Koloa, Hawaii, United States. 5-8 Jan. 2021.  p. 940-948

For the complete lost of persona research articles from the APG Team, please visit our Persona Research from The APG Team page.

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Personas

Data-Driven Search Personas for SEO and SEM

Why You Need Data-Driven Search Personas

Leveraging search via search engine optimization (SEO) or keyword advertising (SEM) is all about connecting your business with potential customers that have expressed an interest in your product, service, or content via keywords in a search.

Therefore, these searches are direct and explicit expressions by real people. As such, targeted keyword search is a very effective pull marketing strategy.

Data-Driven Search Personas Can Enhance Your SEO Performance
Data-Driven Search Personas Can Enhance Your SEO Performance
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HCI and data-driven personas HCI and personas analytics HCI customer understanding HCI design technique HCI user understanding Personas

Introduction to Data-Driven Personas Book by Kathleen Guan (co-author)

Hey!, check out this great YouTube video introduction to the book, Data-Driven Personas, by Kat Guan!

Introduction to Data-Driven Personas Book - Kathleen Guan (co-author)
Introduction to Data-Driven Personas Book – Kathleen Guan (co-author)

Kathleen Guan is a research consultant and founder of KWG Global, a research consultancy dedicated to bridging academia and industry. She has a Bachelor of Science in Foreign Service in International Law from Georgetown University, and research training in Public Health from Johns Hopkins University. In addition to research consulting for industry, Kathleen is currently a research student in Neuroscience and Psychopathology through a joint graduate program between University College London and Yale School of Medicine.

You can get your copy of the book from the publisher, Data-Driven Personas

Or through Amazon Data-Driven Personas

Jansen, B. J., Salminen, J., Jung, S.G., and Guan, K. (2021). Data-Driven Personas. Synthesis Lectures on Human-Centered Informatics,1 Carroll, J. (Ed). Morgan-Claypool: San Rafael, CA., 4:1, i-317.

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Persona Research Personas

Data-Driven Personas Research

In addition to developing persona analytics systems and features to create accurate and precise data-driven personas, the APG Team also conducts persona analytics research.

please visit our Persona Research from The APG Team page
Persona Research from The APG Team

Here some of the APG team’s research articles about data-driven personas. Check ’em out!

An, J., Kwak, H., Salminen, J., Jung, S.G., and Jansen, B. J. (2018) Imaginary People Representing Real Numbers: Generating Personas from Online Social Media Data. ACM Transactions on the Web. 12, 4, Article 27.

Salminen, J., Jung, S.G., Chowdury, S.A., and Jansen, B. J. (2020) Rethinking Personas for Fairness: Algorithmic Transparency and Accountability in Data-Driven Personas. 22nd International Conference on Human-Computer Interaction (HCII2020). Copenhagen, Denmark, 19-24 July 2020. 82-100.

Jung, S.G., Salminen, J., and Jansen, B. J. (2020) Giving Faces to Data: Creating Data-Driven Personas from Personified Big Data. ACM Conference on Intelligent User Interfaces (IUI2020)(Demo Paper), Cagliari, Italy. 17-20 March, 132–133.

Salminen, J., Jung, S.G., and Jansen, B. J. (2019) Detecting Demographic Bias in Automatically Generated Personas. ACM CHI Conference on Human Factors in Computing Systems (CHI2019) (Extended Abstract), Glasgow, United Kingdom, 4-9 May. Paper No. LBW0122.

Jansen, B. J., Jung, S.G., Salminen, J., An, J. and Kwak, H. (2018) Combining Behavioral and Demographic Information to Segment Online Audiences: Experiments with a YouTube Channel. 5th International Conference ‘Internet Science’ (INSCI’2018) St. Petersburg, Russia, 24-26 October. 141-153.

Jung, S.G., Salminen, J., Kwak, H., An, J., and Jansen, B. J. (2018) Automatic Persona Generation (APG): A Rationale and Demonstration, ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR2018) (Demo), New Brunswick, New Jersey, USA, 11-15 March.

An, J., Kwak, H., and Jansen, B. J., (2017) Personas for Content Creators via Decomposed Aggregate Audience Statistics. Advances in Social Network Analysis and Mining (ASONAM 2017). Sydney, Australia, p. 632-635. 31 Jul – 3 Aug.

Jung, S., An, J., Kwak, H., Ahmad, M., Nielsen, L., and Jansen, B. J. (2017) Persona Generation from Aggregated Social Media Data. ACM Conference Extended Abstracts on Human Factors in Computing Systems 2017 (CHI2017). Denver, Colorado. p. 1748-1755. 6-11 May.

An, J., Kwak, H., and Jansen, B. J. (2017) Automatic Generation of Personas Using YouTube Social Media Data. Proceedings of the 50th International Conference on System Sciences (HICSS-50). Waikoloa, Hawaii. p. 833-842. 4-7 January.

An, J., Cho, H.Y., Kwak, H., Hassen, M.Z., and Jansen, B. J. (2016) Towards Automatic Persona Generation Using Social Media. The Third International Symposium on Social Networks Analysis, Management and Security (SNAMS 2016), The 4th International Conference on Future Internet of Things and Cloud. p. 206-211. Vienna, Austria. 22-24 August.

For the complete persona research articles from the APG Team, please visit our Persona Research from The APG Team page.

Thanks!

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Persona Research Personas

Persona Profiles and Persona Template Research

In addition to developing persona analytics systems and features to create accurate and precise data-driven personas, the APG Team also conducts persona analytics research.

please visit our Persona Research from The APG Team page
Persona Research from The APG Team

Here some of the APG team’s research articles about data-driven personas profiles and persona templates. Check ’em out!

Salminen, J., Santos, J., Jung, S. G., Eslami, M. and Jansen, B. J. (2020) Persona Transparency: Analyzing the Impact of Explanations on Perceptions of Data-Driven Personas. International Journal of Human-Computer Interaction, 36(8), 788-800.

Jung, S.G., Salminen, J., and Jansen, B. J. (2021) All About the Name: Assigning Demographically Appropriate Names to Data-Driven Entities. 54th Annual Hawaii International Conference on System Sciences (HICSS 2021) Koloa, Hawaii, United States. 5-8 Jan. 2021. p. 4034-4042.

Guan, K.W., Salminen, J., Nielsen, L., Jung, S.G., and Jansen, B. J. (2021) Information Design for Personas in Four Professional Domains of User Experience Design, Healthcare, Market Research, and Social Media Strategy. 54th Annual Hawaii International Conference on System Sciences (HICSS 2021) Koloa, Hawaii, United States. 5-8 Jan. 2021. p, 4446-4455.

Salminen, J., Rao, R.G., Jung, S.G., Chowdury, S.A., and Jansen, B. J. (2020) Enriching Social Media Personas with Personality Traits: A Deep Learning Approach Using the Big Five Classes. 22nd International Conference on Human-Computer Interaction (HCII2020). Copenhagen, Denmark, 19-24 July 2020. 101-120.

Salminen, J., Guan, K., Nielsen, L., Jung, S.G., and Jansen, B. J. (2020) A Template for Data-Driven Personas: Analyzing 31 Quantitatively Oriented Persona Profiles. 22nd International Conference on Human-Computer Interaction (HCII2020). Copenhagen, Denmark, 19-24 July 2020. 125-144.

Salminen, J., Jung, S.G., Chowdhury. S., and Jansen, B. J. (2020) Analyzing Demographic Bias in Artificially Generated Facial Pictures. ACM CHI Conference on Human Factors in Computing Systems (CHI’20) (Extended Abstract), Honolulu, HI, USA. 25–30 April, 1-8.

Salminen, J., Froneman, W., Jung, S.G., Chowdhury. S., and Jansen, B. J. (2020) The Ethics of Data-Driven Personas. ACM CHI Conference on Human Factors in Computing Systems (CHI’20) (Extended Abstract), Honolulu, HI, USA. 25–30 April, 1-9.

Salminen, J., Jung, S.G., Santos, J., Chowdhury. S. G, and Jansen, B. J. (2020) The Effect of Experience on Persona Perceptions. ACM CHI Conference on Human Factors in Computing Systems (CHI’20) (Extended Abstract), Honolulu, HI, USA. 25–30 April. 1-9.

For the complete persona research articles from the APG Team, please visit our Persona Research from The APG Team page.

Thanks!

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Persona Research Personas

Persona Analytics Research

In addition to developing persona analytics systems and features to create accurate and precise data-driven personas, the APG Team also conducts persona analytics research.

please visit our Persona Research from The APG Team page
Persona Research from The APG Team

Here some of the APG team’s research articles about data-driven personas and persona analytics. Check ’em out!

Jansen, B. J., Salminen, J., and Jung, S.G. (2020) Data-Driven Personas for Enhanced User Understanding: Combining Empathy with Rationality for Better Insights to Analytics. Data and Information Management. 4(1), 1-17. https://content.sciendo.com/view/journals/dim/4/1/article-p1.xml

Salminen, J., Kwak, H., An, J., Jung, S.G., and Jansen, B. J. (2018) Are personas done? Evaluating their usefulness in the age of digital analytics. Persona Studies. 4, 2, 47-65.

Jansen, B. J., Jung, S.G., and Salminen, J. (2020) From Flat File to Interface: Conceptual Synthesis of Personas and Analytics for Enhanced User Understanding. 83rd Annual Meeting of the Association for Information Science and Technology. Pittsburgh, PA, USA, 23-28 October. 1-11.

Salminen, J., Jung, S.G., Chowdhury. S., Ramirez-Robillos, D., and Jansen, B. J.  (2020) Things Change: Comparing Results Using Historical Data and User Testing for Evaluating a Recommendation Task. ACM CHI Conference on Human Factors in Computing Systems (CHI’20) (Extended Abstract), Honolulu, HI, USA. 25–30 April, 1–7.

Jansen, B. J., Jung, S.G., and Salminen, J. (2019) Capturing the Change in Topical Interests of Personas Over Time. Association for Information Science and Technology Annual Meeting 2019 (ASIST2019). Melbourne, Australia. 19-23 Oct.

Jung, S.G., Salminen, J., and Jansen, B. J. (2019) Personas Changing Over Time: Analyzing Variations of Data-Driven Personas During a Two-Year Period. ACM CHI Conference on Human Factors in Computing Systems (CHI2019) (Extended Abstract), Glasgow, United Kingdom, 4-9 May. Paper No. LBW2714.

Jansen, B. J., Jung, S.G., and Salminen, J. (2019) Creating Manageable Persona Sets from Large User Populations. ACM CHI Conference on Human Factors in Computing Systems (CHI2019) (Extended Abstract), Glasgow, United Kingdom, 4-9 May. Paper No. LBW2713.

Jung, S.G., Salminen, J., An, J., Kwak, H., and Jansen, B. J.  (2018) Automatically Conceptualizing Social Media Analytics Data via Personas (Demo Paper), International AAAI Conference on Web and Social Media (ICWSM 2018), Stanford, CA, USA, 25-28 June. 715-716.

Jansen, B. J., An, J., Kwak, H., Salminen, J.O., and Jung, S.G. (2017) Viewed by Too Many or Viewed Too Little: Using Information Dissemination for Audience Segmentation. Association for Information Science and Technology Annual Meeting 2017 (ASIST2017). Washington, DC. p. 189-196. 27 Oct. – 1 Nov.

For the complete persona research articles from the APG Team, please visit our Persona Research from The APG Team page.

Thanks!

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Persona Research Personas

Persona Evaluation Research

In addition to developing persona analytics systems and features to create accurate and precise data-driven personas, the APG Team also conducts persona analytics research.

please visit our Persona Research from The APG Team page
Persona Research from The APG Team

Here some of the APG team’s research articles about data-driven personas and persona evaluation. Check ’em out!

Salminen, J., Santos, J. M., Kwak, H., An, J., Jung, S.G., and Jansen, B. J. (2020) Persona Perception Scale: Development and Exploratory Validation of an Instrument for Evaluating Individuals’ Perceptions of Personas. International Journal of Human-Computer Studies, (141), Article 102437.

Salminen, J., Jung, S.G., Chowdhury, S. Şengün, S., and Jansen, B. J. (2020) Personas and Analytics: A Comparative User Study of Efficiency and Effectiveness for a User Identification Task. ACM CHI Conference on Human Factors in Computing Systems (CHI’20), Honolulu, HI, USA. 25–30 April, 1-13.

Salminen, J., Liu, Y.H., Şengün, S., Santos, J., Jung, S.G., and Jansen, B. J. (2020) The Effect of Numerical and Textual Information on Visual Engagement and Perceptions of AI-Driven Persona Interfaces. ACM Conference on Intelligent User Interfaces (IUI 2020), Cagliari, Italy. 17-20 March, 357–368.

Salminen, J., Nagpal, M., Kwak, H., An, J., Jung, S.G., and Jansen, B. J. (2019) Confusion Prediction from Eye-Tracking Data: Experiments with Machine Learning. 9th International Conference on Information Systems and Technologies (ICIST 2019), Cairo, Egypt. 24–26 March. Article No. 5.

Salminen, J., Kwak, H., Santos, J. M., Jung, S.G., An, J., and Jansen, B. J. (2018) Persona Perception Scale: Developing and Validating an Instrument for Human-Like Representations of Data. ACM CHI Conference on Human Factors in Computing Systems (CHI2018) (Extended Abstract), Montréal, Canada, 21-26 April, LBW075.

Salminen, J., Jung, S.G., An, J., Kwak, H., and Jansen, B. J. (2018) Findings of a User Study of Automatically Generated Personas. ACM CHI Conference on Human Factors in Computing Systems (CHI2018) (Extended Abstract), Montréal, Canada, 21-26 April, LBW097.

Salminen, J., Jansen, B. J., An, J., Jung, S.G., Nielsen, L., and Kwak, H. (2018) Fixation and Confusion – Investigating Eye-tracking Participants’ Exposure to Information in Personas. ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR2018), New Brunswick, New Jersey, USA, 11-15 March.

Nielsen, L., Jung, S.G., An, J., Salminen, J., Kwak, H., and Jansen, B. J., (2017) Who are your users?: comparing media professionals’ preconception of users to data-driven personas. In Proceedings of the 29th Australian Conference on Computer-Human Interaction (OZCHI ’17), Brisbane, Australia, p. 602-606. 28 Nov.-1 Dec.

For the complete persona research articles from the APG Team, please visit our Persona Research from The APG Team page.

Thanks!