Haoyuan Xiao, Masayoshi Shimizu, Yoshinori Natsume, and Yasuyuki Nakahira, “Personalizing AI-Based Safety Perception Assessment for Urban Streets Using Personality Traits”, IJCISIM, vol. 18, p. 24, Jun. 2026.