{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T04:37:50Z","timestamp":1743050270020,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319985565"},{"type":"electronic","value":"9783319985572"}],"license":[{"start":{"date-parts":[[2018,8,26]],"date-time":"2018-08-26T00:00:00Z","timestamp":1535241600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-319-98557-2_22","type":"book-chapter","created":{"date-parts":[[2018,8,24]],"date-time":"2018-08-24T23:54:42Z","timestamp":1535154882000},"page":"245-254","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Towards the Analysis of Self-rated Health Using Supervised Machine Learning and Business Intelligence"],"prefix":"10.1007","author":[{"given":"Laia","family":"Subirats","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Estefania","family":"Pi\u00f1eiro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jordi","family":"Conesa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel","family":"Armayones","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,8,26]]},"reference":[{"key":"22_CR1","doi-asserted-by":"publisher","first-page":"21","DOI":"10.2307\/2955359","volume":"38","author":"EL Idler","year":"1997","unstructured":"Idler, E.L., Benyami, Y.: Self-rated health and mortality: a review of twenty-seven community studies. J. Health. Soc. Behav. 38, 21\u201337 (1997)","journal-title":"J. Health. Soc. Behav."},{"issue":"3","key":"22_CR2","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/0168-8510(90)90421-9","volume":"16","author":"The Euroqol Group","year":"1990","unstructured":"The Euroqol Group: EuroQol - a new facility for the measurement of healthy-related quality of life. Health Policy 16(3), 199\u2013208 (1990)","journal-title":"Health Policy"},{"key":"22_CR3","unstructured":"Resultats de l\u2019enquesta de salut de Catalunya (ESCA) (2017). http:\/\/salutweb.gencat.cat\/ca\/el_departament\/estadistiques_sanitaries\/enquestes\/esca\/resultats_enquesta_salut_catalunya"},{"issue":"12","key":"22_CR4","doi-asserted-by":"publisher","first-page":"1097","DOI":"10.1016\/j.puhe.2013.09.003","volume":"127","author":"N Tamayo-Fonseca","year":"2013","unstructured":"Tamayo-Fonseca, N., Quesada, J.A., Nolasco, A., Melchor, I., Moncho, J., Pereyra-Zamora, P., L\u00f3pez, R., Calabuig, J., Barber, X.: Self-rated health and mortality: a follow-up study of a Spanish population. Public Health 127(12), 1097\u20131104 (2013)","journal-title":"Public Health"},{"issue":"1","key":"22_CR5","doi-asserted-by":"publisher","first-page":"492","DOI":"10.1186\/s12913-015-1158-8","volume":"15","author":"N Tamayo-Fonseca","year":"2015","unstructured":"Tamayo-Fonseca, N., Nolasco, A., Quesada, J.A., Pereyra-Zamora, P., Melchor, I., Moncho, J., Calabuig, J., Barona, C.: Self-rated health and hospital services use in the Spanish National Health System: a longitudinal study. BMC Health Serv. Res. 15(1), 492 (2015)","journal-title":"BMC Health Serv. Res."},{"issue":"1","key":"22_CR6","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1093\/eurpub\/ckq133","volume":"22","author":"P Gir\u00f3n","year":"2012","unstructured":"Gir\u00f3n, P.: Determinants of self-rated health in Spain: differences by age groups for adults. Eur. J. Public Health 22(1), 36\u201340 (2012)","journal-title":"Eur. J. Public Health"},{"key":"22_CR7","doi-asserted-by":"crossref","unstructured":"Morcillo Cebolla, V., Lorenzo-C\u00e1ceres Ascanio, A., Dom\u00ednguez Ruiz de Le\u00f3n, P., Rodr\u00edguez Barrientos, R., Torijano Castillo, M.J.: Desigualdades en la salud autopercibida de la poblaci\u00f3n espa\u00f1ola mayor de 65 a\u00f1os. Gac Sanit 28(6), 511\u2013521 (2014)","DOI":"10.1016\/j.gaceta.2014.05.008"},{"issue":"6","key":"22_CR8","doi-asserted-by":"publisher","first-page":"1006","DOI":"10.1016\/j.jbi.2013.09.001","volume":"46","author":"L Subirats","year":"2013","unstructured":"Subirats, L., Ceccaroni, L., Lopez-Blazquez, R., Miralles, F., Garc\u00eda-Rudolph, A., Tormos, J.M.: Circles of Health: towards an advanced social network about disabilities of neurological origin. J. Biomed. Inform. 46(6), 1006\u20131029 (2013)","journal-title":"J. Biomed. Inform."},{"issue":"8","key":"22_CR9","doi-asserted-by":"publisher","first-page":"9832","DOI":"10.3390\/ijerph120809832","volume":"12","author":"L Subirats","year":"2015","unstructured":"Subirats, L., Lopez-Blazquez, R., Ceccaroni, L., Gifre, M., Miralles, F., Garc\u00eda-Rudolph, A., Tormos, J.M.: Monitoring and prognosis system based on the ICF for people with traumatic brain injury. Int. J. Environ. Res. Public Health 12(8), 9832\u20139847 (2015)","journal-title":"Int. J. Environ. Res. Public Health"},{"issue":"11","key":"22_CR10","doi-asserted-by":"publisher","first-page":"5266","DOI":"10.3390\/ijerph10115266","volume":"10","author":"M Calvo","year":"2013","unstructured":"Calvo, M., Subirats, L., Ceccaroni, L., Maroto, J.M., de Pablo, C., Miralles, F.: Automatic assessment of socioeconomic impact in cardiac rehabilitation. Int. J. Environ. Res. Public Health 10(11), 5266\u20135283 (2013)","journal-title":"Int. J. Environ. Res. Public Health"},{"issue":"2","key":"22_CR11","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1093\/eurpub\/ckl070","volume":"17","author":"A Molarius","year":"2007","unstructured":"Molarius, A., Berglund, K., Eriksson, C., Lambe, M., Nordstr\u00f6m, E., Eriksson, H.G., Feldman, I.: Socioeconomic conditions, lifestyle factors, and self-rated health among men and women in Sweden. Eur. J. Public Health 17(2), 125\u2013133 (2007)","journal-title":"Eur. J. Public Health"},{"issue":"4","key":"22_CR12","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1007\/s00038-004-3107-x","volume":"49","author":"K Abu-Omar","year":"2004","unstructured":"Abu-Omar, K., R\u00fctten, A., Robine, J.M.: Self-rated health and physical activity in the European Union. Soc. Prev. Med. 49(4), 235\u2013242 (2004)","journal-title":"Soc. Prev. Med."},{"issue":"2","key":"22_CR13","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1007\/s10433-005-0032-7","volume":"2","author":"C Bardage","year":"2005","unstructured":"Bardage, C., Pluijm, S.M.F., Pedersen, N.L., Deeg, D.J.H., Jylh\u00e4, M., Noale, M., Blumstein, T., Otero, \u00c1.: Self-rated health among older adults: a cross-national comparison. Eur. J. Ageing 2(2), 149\u2013158 (2005)","journal-title":"Eur. J. Ageing"},{"key":"22_CR14","unstructured":"Encuesta de Salud de la Ciudad de Madrid (2013). http:\/\/datos.madrid.es\/portal\/site\/egob\/menuitem.c05c1f754a33a9fbe4b2e4b284f1a5a0\/?vgnextoid=77e22cbf3ee07510VgnVCM1000001d4a900aRCRD&vgnextchannel=374512b9ace9f310VgnVCM100000171f5a0aRCRD&vgnextfmt=default"},{"key":"22_CR15","unstructured":"K\u00f6ppen, M.: The curse of dimensionality. In: 5th Online World Conference on Soft Computing in Industrial Applications (WSC5), pp. 4\u20138, September 2000"},{"key":"22_CR16","doi-asserted-by":"publisher","DOI":"10.1002\/9781119092919","volume-title":"The Data Science Handbook","author":"F Cady","year":"2017","unstructured":"Cady, F.: The Data Science Handbook. Wiley, Hoboken (2017)"},{"key":"22_CR17","unstructured":"Pi\u00f1eiro, E.: Dise\u00f1o de una herramienta business intelligence para el an\u00e1lisis de encuestas de salud. Master thesis of Universitat Oberta de Catalunya (2018)"}],"container-title":["Lecture Notes on Data Engineering and Communications Technologies","Advances in Intelligent Networking and Collaborative Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-98557-2_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,22]],"date-time":"2019-10-22T19:26:52Z","timestamp":1571772412000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-98557-2_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8,26]]},"ISBN":["9783319985565","9783319985572"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-98557-2_22","relation":{},"ISSN":["2367-4512","2367-4520"],"issn-type":[{"type":"print","value":"2367-4512"},{"type":"electronic","value":"2367-4520"}],"subject":[],"published":{"date-parts":[[2018,8,26]]},"assertion":[{"value":"INCoS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Networking and Collaborative Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bratislava","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Slovakia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"incos2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}