Utilization of Artificial Intelligence in analyzing the effectiveness of space organization in the process of designing diaper bags for traveling
Keywords:
Diaper bag, Space organization, Artificial intelligence (AI), User-Centered Design (UCD), Bag designAbstract
The increasing mobility of young couples with infants, particularly during travel, has driven the growing demand for practical and efficient diaper bags. These users often face challenges in carrying various baby necessities—such as milk bottles, diapers, and changing supplies—while maintaining ease of access and organization. This study aims to design a diaper bag that meets the specific spatial and ergonomic needs of traveling parents. A qualitative approach, combined with a User-Centered Design (UCD) framework, is used to collect data through interviews and observational studies, focusing on user preferences, usage patterns, and spatial challenges. The data is analyzed using AI-based clustering and pattern recognition methods to identify optimal compartment configurations, including the ideal number, size, placement, and accessibility of storage spaces. The results are expected to offer insights into effective space organization strategies and serve as a foundation for design recommendations tailored to the real needs of modern mobile families.
References
Abras, C., Maloney-Krichmar, D., & Preece, J. (2017). What is user-centered design? In J. Preece
& L. Fels (Eds.), Encyclopedia of human-computer interaction (2nd ed.). Academic Press. American Academy of Pediatrics. (2019). Policy statement: Preventing injuries and deaths in
children in passenger vehicles. Pediatrics, 144(5), e20192765. Denzin, N. K., & Lincoln, Y. S. (Eds.). (2017). The SAGE handbook of qualitative research (5th
ed.). SAGE Publications. Durbin, D. R., & Hoffman, B. D. (2018). Injury risk and prevention in child occupants in motor
vehicle crashes. Traffic Injury Prevention, 19(sup2), S154-S164. Karwowski, W. (Ed.). (2005). International encyclopedia of ergonomics and human factors (2nd
ed.). CRC Press. Kaufman, K. A., Glass, C. R., & Pineau, T. R. (2018). Mindful sport performance enhancement:
Mental training for athletes and coaches. American Psychological Association. Lee, S. H., & Chen, Y. L. (2023). The phenomenon of revenge travel and its implications for
family tourism. Tourism Management Perspectives, 45, 101058. National Highway Traffic Safety Administration. (2022). Parents' guide to car safety seats. U.S. Department of Transportation. Norman, D. A. (2013). The design of everyday things: Revised and expanded edition. Basic Books.
