Abstract
Nowadays, the advance of the technology has allowed to develop applications and systems to facilitate the daily life of the people. One of the most used field by thousands of people every day is to generate routes to go from one place to another, obtaining not only the route according to the means of transport that the user selects, but also can get recommendations of places of interest that can be found along the way. Unfortunately, these applications do not consider the profile of the end users, and generate the same routes for a person who has a disability as for those who do not. In this article, we propose a model to create a recommendation system based on the user profile to generate automatic and personalized routes on foot or on public transportation for people with disabilities.
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Mabbett, D.: The development of rights-based social policy in the european union: the example of disability rights. JCMS: J. Comput. Mark. Stud. 43(1), 97–120 (2005)
Mancini, A., Zingaretti, P.: Point to point navigation for people with mobility impairments. In: 2014 IEEE/ASME 10th International Conference on de Mechatronic and Embedded Systems and Applications (MESA), pp. 1–6, IEEE (2014)
Kulyukin, V., Nicholson, J.: Toward blind travel supports through verbal route directions: a path inference algorithm for inferring new route descriptions from existing route descriptions. Open Rehabil. J. 5, 22–40 (2012)
Hsu, F.-M., Lin, Y.-T., Ho, T.-K.: Design and implementation of an intelligent recommendation system for tourist attractions: the integration of EBM model, bayesian network and Google Maps. Expert Syst. Appl. 39(3), 3257–3264 (2012)
Karimanzira, D., Otto, P., Wernstedt, J.: Application of machine learning methods to route planning and navigation for disabled people. In: MIC 2006: Proceedings of the 25th IASTED International conference on Modeling, Indentification, and Control, pp. 366–371, ACTA Press (2006)
Idrees, A., Iqbal, Z., Ishfaq, M.: An efficient indoor navigation technique to find optimal route for blinds using QR codes. In: 2015 IEEE 10th Conference on de Industrial Electronics and Applications (ICIEA), pp. 690–695. IEEE (2015)
Neis, P., Zielstra, D.: Generation of a tailored routing network for disabled people based on collaboratively collected geodata. Appl. Geogr. 47, 70–77 (2014)
Kammoun, S., Dramas, F., Oriolaand, B., Jouffrais, C.: Route selection algorithm for blind pedestrian. In: Control Automation and Systems (ICCAS), pp. 2223–2228. IEEE (2010)
Kasemsuppakorn, P., Karimi, H.: Personalised routing for wheelchair navigation. J. Location Based Serv. 3(1), 24–54 (2009)
Holone, H., Gunnar, M.: People helping computers helping people: navigation for people with mobility problems by sharing accessibility annotations. In: Computers Helping People with Special Needs, pp. 1093–1100 (2008)
Karimi, H.A., Dias, M.B., Pearlman, J., Zimmerman, G.J.: Wayfinding and navigation for people with disabilities using social navigation networks. EAI Endorsed Trans. Collaborative Comput. 1(2), e5 (2014)
Neis, P., Zielstra, D.: Generation of a tailored routing network for disabled people based on collaboratively collected geodata. Appl. Geogr. 47, 70–77 (2014)
Ferrari, L., Berlingerio, M., Calabrese, F., Reades, J.: Improving the accessibility of urban transportation networks for people with disabilities. Transp. Res. Part C: Emerg. Technol. 45, 27–40 (2014)
Sobek, A., Harvey, M.: U-Access: a web-based system for routing pedestrians of differing abilities. J. Geog. Syst. 8(3), 269–287 (2006)
Menkens, C., Sussmann, J., Al-Ali, M., Breitsameter, E., Frtunik, J., Nendel, T., Schneiderbauer, T.: EasyWheel-a mobile social navigation and support system for wheelchair users. In: Information Technology: New Generations (ITNG), 2011, pp. 859–866. IEEE (2011)
De Oliveira, K.M., Bacha, F., Mnasser, H., Abed, M.: Transportation ontology definition and application for the content personalization of user interfaces. Expert Syst. Appl. 8(40), 3145–3159 (2013)
Verswyvel, S.: Accessibility Regulations (2003)
National Roads Authority: Pedestrian Crossing Specification and Guidance (2011)
Acknowledgement
This research was carried out as a part of the SURF project under the grant TIN2015-65515-C4-1-R by the Spanish government.
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Bravo, A.P., Giret, A. (2018). Recommender System of Walking or Public Transportation Routes for Disabled Users. In: Bajo, J., et al. Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection. PAAMS 2018. Communications in Computer and Information Science, vol 887. Springer, Cham. https://doi.org/10.1007/978-3-319-94779-2_34
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DOI: https://doi.org/10.1007/978-3-319-94779-2_34
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