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Case Studies & Applications
A Study on User-adaptive Navigation Incorporating Preference of Elderly Pedestrians Using Their Route Evaluation and Walking History
Abstract
Our study aims to devise a new method for route planning that caters to the distinct needs of elderly pedestrians. We established a quantitative model to capture the relationship between the characteristics of elderly users and their rou te preferences. Additionally, we evaluated a user adaptation methodology that incorporates user preference assessment and walking history data. βAcceptable detour time β was used as a measure of user preferences. As the primary plan, we suggested a method b ased on post-walking evaluations of route factors by the user, which was validated through an empirical walking experiment, highlighting the feasibility of our approach. However, this approach relies on user input for each route factor, raising concerns o ver user convenience. To address this issue, we extended our objective to devise a methodology that incorporates walking history, eliminating the need for user input. Drawing insights from an additional walking experiment, we formulated an alternative stra tegy for adjusting the acceptable detour time in our secondary plan. This strategy estimates the user's evaluation of each route factor by comparing the shortest route with the actual route walked. Application of this method to our experimental data demons trated its utility and viability, but it also revealed an exacerbation of estimation error with updates in some situations, requiring further research to enhance the efficiency of our proposed methodology.
Keywords
Computer Science
Information Systems
Software Engineering
Artificial Intelligence
IADIS
Data Analytics
Declarations & Ethics
Funding:
This research received academic dissemination support through ESCAP / JournalsHub publishing programs.
Conflicts of Interest:
The authors declare no competing financial or institutional interests.
Peer Review:
Double-blind peer reviewed by international subject specialists.
License:
Creative Commons Attribution 4.0 International (CC BY 4.0).
How to Cite This Article
APA / MLA / BibTeX
Furukawa, et al. (2023). A Study on User-adaptive Navigation Incorporating Preference of Elderly Pedestrians Using Their Route Evaluation and Walking History. IADIS International Journal on Computer Science and Information Systems, 18(1). https://doi.org/10.33965/ijcsis_2023_v18i1_07
Furukawa, et al. "A Study on User-adaptive Navigation Incorporating Preference of Elderly Pedestrians Using Their Route Evaluation and Walking History." IADIS International Journal on Computer Science and Information Systems, vol. 18, no. 1, 2023. https://doi.org/10.33965/ijcsis_2023_v18i1_07
Furukawa, et al. "A Study on User-adaptive Navigation Incorporating Preference of Elderly Pedestrians Using Their Route Evaluation and Walking History." IADIS International Journal on Computer Science and Information Systems 18, no. 1 (2023). https://doi.org/10.33965/ijcsis_2023_v18i1_07