{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T23:30:58Z","timestamp":1743031858281,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031775703"},{"type":"electronic","value":"9783031775710"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-77571-0_34","type":"book-chapter","created":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T02:03:43Z","timestamp":1734660223000},"page":"357-368","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["What Is Your Dependency Level? A System to\u00a0Evaluate Individual Dependency Levels Depending on\u00a0the\u00a0Social Context and\u00a0Physical Activity"],"prefix":"10.1007","author":[{"given":"Cristobal","family":"Martin","sequence":"first","affiliation":[]},{"given":"Joaqu\u00edn","family":"Ballesteros","sequence":"additional","affiliation":[]},{"given":"Arturo","family":"Cosano","sequence":"additional","affiliation":[]},{"given":"Luis Miguel","family":"Rond\u00f3n","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,12,21]]},"reference":[{"key":"34_CR1","doi-asserted-by":"crossref","unstructured":"Breiman, L.: Classification and Regression Trees. Routledge (2017)","DOI":"10.1201\/9781315139470"},{"key":"34_CR2","unstructured":"Caldwell, B., et al.: Web content accessibility guidelines (WCAG) 2.0. WWW Consortium (W3C) 290(1-34), 5\u201312 (2008)"},{"issue":"1","key":"34_CR3","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1037\/0021-9010.78.1.98","volume":"78","author":"JM Cortina","year":"1993","unstructured":"Cortina, J.M.: What is coefficient alpha? An examination of theory and applications. J. Appl. Psychol. 78(1), 98 (1993)","journal-title":"J. Appl. Psychol."},{"key":"34_CR4","unstructured":"Espa\u00f1a: Ley 39\/2006, de 14 de diciembre, de Promoci\u00f3n de la Autonom\u00eda Personal y Atenci\u00f3n a las personas en situaci\u00f3n de dependencia. Secretar\u00eda de Estado de Servicios Sociales, Familias y Discapacidad (2006)"},{"key":"34_CR5","unstructured":"Fortin, F.A., De Rainville, F.M., Gardner, M.A., Parizeau, M., Gagn\u00e9, C.: DEAP: evolutionary algorithms made easy. J. Mach. Learn. Res. 13, 2171\u20132175 (2012)"},{"issue":"2","key":"34_CR6","doi-asserted-by":"publisher","first-page":"124","DOI":"10.22201\/fm.14058871p.2022.2.82036","volume":"29","author":"RS Guti\u00e9rrez-Murillo","year":"2022","unstructured":"Guti\u00e9rrez-Murillo, R.S.: Envejecimiento de la poblaci\u00f3n: breves comentarios gerontol\u00f3gicos. Atenci\u00f3n Familiar 29(2), 124\u2013125 (2022)","journal-title":"Atenci\u00f3n Familiar"},{"issue":"7","key":"34_CR7","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0280613","volume":"18","author":"LKE H\u00e6sum","year":"2023","unstructured":"H\u00e6sum, L.K.E., Cichosz, S.L., Hejlesen, O.K.: Using machine learning to design a short test from a full-length test of functional health literacy in adults\u2013the development of a short form of the Danish TOFHLA. PLoS ONE 18(7), e0280613 (2023)","journal-title":"PLoS ONE"},{"key":"34_CR8","unstructured":"He, H., Garcia, E.: Learning from imbalanced data IEEE transactions on knowledge and data engineering (2009)"},{"key":"34_CR9","unstructured":"Hern\u00e1ndez, Z.: M\u00e9todo de an\u00e1lisis de datos. Universidad de La Rioja, Servicio de Publicaciones, Apuntes, La Rioja (2012)"},{"key":"34_CR10","doi-asserted-by":"publisher","unstructured":"Kramer, O., Kramer, O.: Scikit-learn. Mach. Learn. Evol. Strat., 45\u201353 (2016). https:\/\/doi.org\/10.1007\/978-3-319-33383-0_5","DOI":"10.1007\/978-3-319-33383-0_5"},{"key":"34_CR11","unstructured":"Nielsen, J.: Ten usability heuristics (2005)"},{"key":"34_CR12","doi-asserted-by":"publisher","first-page":"205520762311698","DOI":"10.1177\/20552076231169818","volume":"9","author":"P Panovka","year":"2023","unstructured":"Panovka, P., et al.: Using machine learning to modify and enhance the daily living questionnaire. Digital Health 9, 20552076231169816 (2023)","journal-title":"Digital Health"},{"issue":"5","key":"34_CR13","doi-asserted-by":"publisher","first-page":"1763","DOI":"10.1213\/ANE.0000000000002864","volume":"126","author":"P Schober","year":"2018","unstructured":"Schober, P., Boer, C., Schwarte, L.A.: Correlation coefficients: appropriate use and interpretation. Anesth. Analg. 126(5), 1763\u20131768 (2018)","journal-title":"Anesth. Analg."},{"key":"34_CR14","unstructured":"National Academies of Sciences and Division of Behavioral and Social Sciences and Medicine Division and Board on Behavioral and Sensory Sciences and Board on Health Sciences Policy and Committee on the Health and Medical Dimensions of Social Isolation and Loneliness in Older Adults: Social isolation and loneliness in older adults: Opportunities for the health care system. National Academies Press (2020)"},{"key":"34_CR15","unstructured":"Yearbook, E.R.: Luxembourg: Publications office of the European union (2021)"},{"issue":"2","key":"34_CR16","doi-asserted-by":"publisher","first-page":"79","DOI":"10.20982\/tqmp.09.2.p079","volume":"9","author":"AG Yong","year":"2013","unstructured":"Yong, A.G., Pearce, S., et al.: A beginner\u2019s guide to factor analysis: focusing on exploratory factor analysis. Tutorials Quant. Methods Psychol. 9(2), 79\u201394 (2013)","journal-title":"Tutorials Quant. Methods Psychol."}],"container-title":["Lecture Notes in Networks and Systems","Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024)"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-77571-0_34","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T02:08:16Z","timestamp":1734660496000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-77571-0_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031775703","9783031775710"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-77571-0_34","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"21 December 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"UCAmI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Ubiquitous Computing and Ambient Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Belfast","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 November 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 November 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ucami2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ucami.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}