Automatic And Non-Invasive Analysis Of Behavioural Routines Using BLE Technology

التفاصيل البيبلوغرافية
العنوان: Automatic And Non-Invasive Analysis Of Behavioural Routines Using BLE Technology
المؤلفون: Gaviña Rueda, Javier, Montoliu Colás, Raul, Sansano-Sansano, Emilio, Martínez García, Marina, Lluva-Plaza, Sergio, Jiménez Martín, Ana, Villadangos, Jose M., García Domínguez, Juan Jesús
بيانات النشر: CEUR-WS
سنة النشر: 2024
المجموعة: Repositori Universitat Jaume I (Repositorio UJI)
مصطلحات موضوعية: Association rules, Decision trees, Indoor localisation, People Monitoring, Sensor networks
الوصف: Monitoring the activities and routines of the elderly requires continuous work and effort on the part of the care staff. It is vital to follow up on each user since abnormal behaviour could reveal the presence of a medical condition and, in these cases, early intervention is of utmost importance. In this paper, we deploy a room-level symbolic location system based on Bluetooth Low Energy (BLE) technology and present the results obtained from applying several methods capable of determining daily and weekly habits, non-invasive, using association rules and decision trees.
نوع الوثيقة: conference object
وصف الملف: application/pdf
اللغة: English
تدمد: 16130073
العلاقة: CEUR Workshop Proceedings, Volume 3581 (2023). 13th International Conference on Indoor Positioning and Indoor Navigation. Work in Progress Papers, IPIN-WiP, Nuremberg 25-28 September 2023.; https://ceur-ws.org/Vol-3581Test/; Rueda, J. G., Colás, R. M., Sansano-Sansano, E., Martínez-García, M., Plaza, S. L., Martín, A. J., . & Domínguez, J. J. G. . "Automatic And Non-Invasive Analysis Of Behavioural Routines Using BLE Technology". In CEUR Workshop Proceedings, Volume 3581 (2023). 13th International Conference on Indoor Positioning and Indoor Navigation. Work in Progress Papers, IPIN-WiP, Nuremberg 25-28 September 2023. Code 195084; http://hdl.handle.net/10234/207239Test
الإتاحة: http://hdl.handle.net/10234/207239Test
حقوق: © 2023 CEUR-WS. © 2023 for the individual papers by the papers' authors. ; http://creativecommons.org/licenses/by/4.0Test/ ; info:eu-repo/semantics/openAccess
رقم الانضمام: edsbas.42C567B1
قاعدة البيانات: BASE