Aggregation of drones for building temporary pavilions as adaptive systems
Ambient UX for Cyber-Physical Spaces





Ambient User Experience (Ambient UX) is a conceptual framework providing a strategy for design processes that target cyber-physical spaces. Such design processes interface Wireless Sensor-Actuator Networks (WSAN), Artificial Intelligence (AI), and physically built environments. For managing the complexity of such design processes and ensuring the development of a design facilitating users’ satisfaction, design approaches focused on experience and user activities linked to bio-cyber-physical feedback loops are needed. This paper points out how Ambient UX supports decision-making in a design process.  It outlines the importance of mapping user experiences for cyber-physically enhanced environments by discussing design practices that can support this activity and presenting a representative case study implemented with students at TU Delft. 


How to Cite

Pavlovic, M., Bier, H., & Pillan, M. (2021). Ambient UX for Cyber-Physical Spaces. SPOOL, 7(3), 27–36.





Aarts, E., & Marzano, S. (2003). The new everyday: Views on ambient intelligence. 010 Publishers.

Atzori, L., Iera, A., & Morabito, G. (2010). The internet of things: A survey. Computer networks, 54(15), 2787-2805.

Bier, H., Cheng, A. L., Mostafavi, S., Anton, A., & Bodea, S. (2018). Robotic Building as Integration of Design-to-Robotic-Production and-Operation. In Robotic Building (pp. 97-119). Springer, Cham.

Bier, H. (2017). Robotic Building. Spool, 4(1), 1-6.

Bier, H., & Knight, T. (2010). Digitally-driven architecture. Footprint, 1-4.

Blythe, M. (2014). Research Through Design Fiction: Narrative in Real and Imaginary Abstracts. CHI ‘14: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 703–712.

Brown, S. (2019, September 16). What business leaders need to know about artificial intelligence. Retrieved from:

Corne, D. W., Reynolds, A. P., & Bonabeau, E. (2012). Swarm Intelligence.

Dalton, N. S., Schnädelbach, H., Wiberg, M., & Varoudis, T. (2016). Architecture and interaction. Springer, Cham, doi, 10, 978-3.

Ferber, J., & Weiss, G. (1999). Multi-agent systems: an introduction to distributed artificial intelligence (Vol. 1). Reading: Addison-Wesley.

Forlizzi, J., & Ford, S. (2000, August). The building blocks of experience: an early framework for interaction designers. In Proceedings of the 3rd conference on Designing interactive systems: processes, practices, methods, and techniques (pp. 419-423). ACM.

Fox, M. & Kemp, M. (2009). Interactive Architecture. New York, Princeton Architectural Press.

Garrett, J. J. (2010). Elements of user experience, the: user-centered design for the web and beyond. Pearson Education.

Ghosh, B., Daugherty, P. R., Wilson, H. J., & Burden, A. (2019, May 9). Taking a Systems Approach to Adopting AI. Retrieved from:

Hassenzahl, M. (2010). Experience design: Technology for all the right reasons. Synthesis Lectures on Human-Centered Informatics, 3(1), 1-95.

Houben, M., Denef, B., Mattelaer, M., Claes, S., & Vande Moere, A. (2017, June). The meaningful integration of interactive media in architecture. In Proceedings of the 2017 ACM conference companion publication on Designing Interactive Systems (pp. 187-191). ACM.

Kalbach, J. (2016). Mapping experiences: A complete guide to creating value through journeys, blueprints, and diagrams. O’Reilly Media, Inc.

Kuniavsky, M. (2010). Smart things: ubiquitous computing user experience design. Elsevier.

Lisetti, C. L., & Schiano, D. J. (2000). Automatic facial expression interpretation: Where human-computer interaction, artificial intelligence and cognitive science intersect. Pragmatics & cognition, 8(1), 185-235.

Lyytinen, K., & Yoo, Y. (2002). Ubiquitous computing. Communications of the ACM, 45(12), 63-96.

Marcus, A. (Ed.). (2016). Design, User Experience, and Usability: Design Thinking and Methods: 5th International Conference, DUXU 2016, Held as Part of HCI International 2016, Toronto, Canada, July 17–22, 2016, Proceedings (Vol. 9746), pp. 114–123. Springer.

McCorduck, P., Minsky, M., Selfridge, O. G., & Simon, H. A. (1977, August). History of Artificial Intelligence. In IJCAI (pp. 951-954).

Minsky, M. (1961). Steps toward artificial intelligence. Proceedings of the IRE, 49(1), 8-30.

Mitchell, W. J. (1996). City of bits: space, place, and the infobahn. MIT press.

Morville, P., & Rosenfeld, L. (2006). Information architecture for the World Wide Web: Designing large-scale web sites. O’Reilly Media, Inc.

Nilsson, N. J. (1980). Principles of artificial intelligence. Morgan Kaufmann.

Norman, D. (2013). The design of everyday things: Revised and expanded edition. Basic books.

Pavlovic, M. (2020). Designing for Ambient UX: Design Framework for Managing User Experience within Cyber-Physical Systems. (Unpublished doctoral dissertation). Politecnico di Milano, Milan.

Pavlovic, M., Kotsopoulos, S., Lim, Y., Penman, S., Colombo, S., & Casalegno, F. (2019, October). Determining a Framework for the Generation and Evaluation of Ambient Intelligent Agent System Designs. In Proceedings of the Future Technologies Conference (pp. 318-333). Springer, Cham.

Peng, Q., Matterns, J.B, (2016). Enhancing User Experience Design with an Integrated Storytelling Method. Springer International Publishing Switzerland 2016

Pillan, M., Costa, F., & Aureggi, M. (2019). The Complexity of Simple Goals: Case Study of a User-Centred Thermoregulation System for Smart Living and Optimal Energy Use. Sustainability, 11(13). Rajkumar, R., Lee, I., Sha, L., & Stankovic, J. (2010, June). Cyber-physical systems: the next computing revolution. In Design Automation Conference (pp. 731-736). IEEE.

Pillan, M., Pavlović, M., & He, S. (2018). Mental Model Diagrams as a Design Tool for Improving Cross-cultural Dialogue Between the Service Providers and Customers: Case of the Chinese Restaurant Business in Milan. In P.-L. P. Rau (Ed.), Cross-Cultural Design. Methods, Tools, and Users (Vol. 10911, pp. 78–96).

Pillan, M. (2017). Wandering eyes: Reframing ethnography and collecting hints for the design of products and systems for domestic environments. Cumulus REDO Conference Proceedings, 520–530. Design School Kolding. Kolding, Denmark

Pillan, M., Varisco, L., & Bertolo, M. (2017). Facing Digital Dystopias: A Discussion about Responsibility in the Design of Smart Products. In M. B. Alonso & E. Ozcan (Eds.), Proceedings of the Conference on Design and Semantics of Form and Movement—Sense and Sensitivity, DeSForM 2017 (pp. 121–131).

Russell, S. J., & Norvig, P. (2016). Artificial intelligence: a modern approach. Malaysia; Pearson Education Limited.

Sanders, E. B. N. (2003). From user-centered to participatory design approaches. In Design and the social sciences (pp. 18-25). CRC Press.

Sanders, E. B. N., Stappers, P.J., (2008) Co-creation and the new landscapes of design. Online Journal Co-Design, 4:1, 5-18. Taylor & Francis.

Secomandi, F., & Snelders, D. (2011). The object of service design. Design Issues, 27(3), 20-34.

Sheppard, B., Sarrazin, H., Kouyoumjian, G. & and Dore, F. (2018). Business Value of Design. McKinsey Quarterly. Accessed on 28 May 2019, retrieved from:

Stickdorn, M., Hormess, M. E., Lawrence, A., & Schneider, J. (2018). This is service design doing: applying service design thinking in the real world. O’Reilly Media, Inc.

Yang, S. H. (2014). Wireless sensor networks principles, design and applications. Springer, London.

Zelkha, E., Epstein, B., Birrell, S., & Dodsworth, C. (1998). From Devices to ‘Ambient Intelligence’: The Transformation of Consumer Electronics (Conference Keynote). In Digital living room conference (pp. 16-19).