AI Companions in Ride-Hailing: Enhancing Sense of Safety with Voice Chatbots
DOI:
https://doi.org/10.47756/aihc.y9i1.138Palabras clave:
People’s safety, Ride-hailing, Large Language Models, System Evaluation, Voice chat bot, Artificial IntelligenceResumen
In this paper, we present the development and formative evaluation of AI Companion, a voice chatbot based on Artificial Intelligence Large Language Models designed to enhance users' perception of safety and control during transportation using ride-hailing apps or similar services. We conducted a study with 10 participants to understand their travel experiences and evaluate the AI Companion's ability to maintain coherent conversations, simulating a phone call. Our findings indicate that participants generally liked the system. However, we provide several recommendations for significant improvements to the AI Companion.
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N. Gardner, J. Cui, and E. Coiacetto, “Harassment on public transport and its impacts on women’s travel behaviour,” Australian Planner, vol. 54, no. 1, pp. 8–15, Jan. 2017, doi: 10.1080/07293682.2017.1299189. DOI: https://doi.org/10.1080/07293682.2017.1299189
B. Chaudhry, A. U. H. Yasar, S. El-Amine, and E. Shakshuki, “Passenger Safety in Ride-Sharing Services,” in Procedia Computer Science, Elsevier B.V., 2018, pp. 1044–1050. doi: 10.1016/j.procs.2018.04.146. DOI: https://doi.org/10.1016/j.procs.2018.04.146
S. Hu and Y. Yang, “Safety of female ride-hailing passengers: Perception and prevention,” Humanit Soc Sci Commun, vol. 11, no. 1, Dec. 2024, doi: 10.1057/s41599-024-02740-z. DOI: https://doi.org/10.1057/s41599-024-02740-z
K. M. Cumiskey, “Simply Leaving My House Would Even Be Scarier’: How Mobile Phones Affect Women’s Perception of Safety and Experiences of Public Places,” Media Asia, vol. 37, no. 4, pp. 205–214, 2010.
M. Schuß, C. Manger, A. Löcken, and A. Riener, “You’ll Never Ride Alone: Insights into Women’s Security Needs in Shared Automated Vehicles,” in Main Proceedings - 14th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2022, Association for Computing Machinery, Inc, Sep. 2022, pp. 13–23. doi: 10.1145/3543174.3546848. DOI: https://doi.org/10.1145/3543174.3546848
M. S. Farooq, A. Masooma, U. Omer, R. Tehseen, S. A. M. Gilani, and Z. Atal, “The Role of IoT in Woman’s Safety: A Systematic Literature Review,” IEEE Access, vol. 11, pp. 69807–69825, 2023, doi: 10.1109/ACCESS.2023.3252903. DOI: https://doi.org/10.1109/ACCESS.2023.3252903
M. Osipova and E. Hornecker, “Exploring the potential for Smart City technology for Women’s Safety,” in ACM International Conference Proceeding Series, Association for Computing Machinery, Oct. 2023, pp. 245–256. doi: 10.1145/3616961.3616988. DOI: https://doi.org/10.1145/3616961.3616988
T. Wu et al., “A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 5, pp. 1122–1136, May 2023, doi: 10.1109/JAS.2023.123618. DOI: https://doi.org/10.1109/JAS.2023.123618
S. C. Peres, “The Effect of Experience on System Usability Scale Ratings,” 2011. [Online]. Available: https://www.researchgate.net/publication/267411691
D. Banik, N. Pati, and A. Sharma, “Systematic exploration and in-depth analysis of ChatGPT architectures progression,” Artif Intell Rev, vol. 57, no. 9, Sep. 2024, doi: 10.1007/s10462-024-10832-0. DOI: https://doi.org/10.1007/s10462-024-10832-0
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Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-SinDerivadas 4.0.
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