Research Seminar — Beyond Average — Measure What Design Actually Cares About: Ambiguity, Observer Stance, Exceptionality, and Divergence
Seminar
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Date
17 Jun 2026
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Organiser
PolyU Design
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Time
12:30 - 15:15
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Venue
V1101, 11/F, Block V, PolyU Map
Speaker
Prof. Johan F. Hoorn, PhD (General Literature) and PhD (Computer Science)
Enquiry
PolyU Design 2766 5454 sdweb@polyu.edu.hk
Summary
In this lecture, we will unlock a research toolkit that we are building for designers. Creativity and innovation happen when one looks beyond the average, but the methods we inherited are focused on the mean and tested against the Null: accept change only if the evidence is systematically overwhelming. Within the walls of SD, a quiet revolution has happened. We developed our own quantum models, going above and beyond LLMs and Agentic AI, created our own test statistics to systematically study exceptional people and behaviours, and developed a correlation coefficient that does not look at averages being similar, but at patterns being different. Discover what makes your work unique, embrace the complexity of the world, and see your design from every stakeholder perspective.
Topics to be discussed
- Why SD does not fit in: SD = Standard Deviation
- Why design is hindered in its research: the supremacy of the average
- Why the quantum turn is needed: multidimensional perspective taking
- The h* test-statistic to evaluate exceptions
- The c_delta correlation of divergency
Rundown
- 12:30 - 13:30 Part 1 Presentation (h*, c_delta)
- 13:30 - 13:45 Break
- 13:45 - 14:45 Part 2 Presentation (quantum cognition and affect)
- 14:45 - 15:15 Discussion
This talk invites all academic staff of SD to join and engage with the first presentation of this research toolkit, developed specifically for our community. As a pioneering initiative, it positions SD at the forefront—setting a direction not yet established elsewhere. We warmly encourage your participation and contributions. Registration is required.
Keynote Speaker
Prof. Johan F. Hoorn, PhD (General Literature) and PhD (Computer Science)
Professor (Joint with COMP) and Associate Director of Research Institute for Quantum Technology
Johan F. Hoorn holds two PhD degrees, one in General Literature and one in Computer Science from Vrije Universiteit Amsterdam. His unconventional career path reflects his ambitions to do pioneering research. Current research interests focus on the theory of emotion, creativity, reality perception, and moral reasoning, implemented in artificial agents and social robots. Johan’s in-depth knowledge of the workings of fictional characters is now put to use in the study and development of social and communicative robots. He combines user studies with the design of artificial intelligence systems (AI). Respecting the largely different academic standards and publication cultures, he has been successful in pursuing original research ideas, publish them in high-impact academic journals (e.g., IEEE Transactions on Affective Computing), and present them at many international conferences. Published papers (200+) range from author identification, virtual reality, genre rules, and metaphor to user studies, requirements engineering, software architecture, AI, and robotics. His work is known worldwide for the documentary Alice Cares. Johan is honoured as a Distinguished Scholar of PolyU for his impactful innovations, significantly benefiting industries and communities in Hong Kong, the nation, and global.
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