{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T16:33:23Z","timestamp":1755794003658,"version":"3.40.3"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031430770"},{"type":"electronic","value":"9783031430787"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[[2023]]},"DOI":"10.1007\/978-3-031-43078-7_31","type":"book-chapter","created":{"date-parts":[[2023,9,30]],"date-time":"2023-09-30T18:02:23Z","timestamp":1696096943000},"page":"376-387","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["On Stability Assessment Using the\u00a0WalkIT Smart Rollator"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0512-8594","authenticated-orcid":false,"given":"Manuel","family":"Fernandez-Carmona","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3053-2414","authenticated-orcid":false,"given":"Joaquin","family":"Ballesteros","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5960-3453","authenticated-orcid":false,"given":"Jes\u00fas M.","family":"G\u00f3mez-de-Gabriel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9251-6447","authenticated-orcid":false,"given":"Cristina","family":"Urdiales","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,10,1]]},"reference":[{"key":"31_CR1","unstructured":"Amt, E.K.S., Corselli-Nordblad, L., Strandell, H., of the European Union, E.C.S.O.: Ageing Europe: Looking at the Lives of Older People in the EU : 2020 Edition. Statistical books \/ Eurostat, Publications Office of the European Union (2020)"},{"issue":"11","key":"31_CR2","doi-asserted-by":"publisher","first-page":"2009","DOI":"10.1109\/TNSRE.2017.2698005","volume":"25","author":"J Ballesteros","year":"2017","unstructured":"Ballesteros, J., Urdiales, C., Martinez, A.B., Tirado, M.: Automatic assessment of a rollator-user\u2019s condition during rehabilitation using the i-walker platform. IEEE Trans. Neural Syst. Rehabil. Eng. 25(11), 2009\u20132017 (2017)","journal-title":"IEEE Trans. Neural Syst. Rehabil. Eng."},{"issue":"4","key":"31_CR3","first-page":"405","volume":"84","author":"SM Bradley","year":"2011","unstructured":"Bradley, S.M., Hernandez, C.R.: Geriatric assistive devices. Am. Family Phys. 84(4), 405\u2013411 (2011)","journal-title":"Am. Family Phys."},{"key":"31_CR4","doi-asserted-by":"crossref","unstructured":"Chalvatzaki, G., Koutras, P., Hadfield, J., Papageorgiou, X.S., Tzafestas, C.S., Maragos, P.: Lstm-based network for human gait stability prediction in an intelligent robotic rollator. In: 2019 International Conference on Robotics and Automation (ICRA), pp. 4225\u20134232. IEEE (2019)","DOI":"10.1109\/ICRA.2019.8793899"},{"issue":"4","key":"31_CR5","doi-asserted-by":"publisher","first-page":"8073","DOI":"10.3233\/JIFS-189630","volume":"40","author":"HC Chou","year":"2021","unstructured":"Chou, H.C., Han, K.Y.: Developing a smart walking cane with remote electrocardiogram and fall detection. J. Intell. Fuzzy Syst. 40(4), 8073\u20138086 (2021)","journal-title":"J. Intell. Fuzzy Syst."},{"key":"31_CR6","unstructured":"Instituto Nacional de Estad\u00edstica: Tasa de dependencia de la poblaci\u00f3n mayor de 64 a\u00f1os, por comunidad aut\u00f3noma, instituto nacional de estad\u00edstica. https:\/\/www.ine.es\/jaxiT3\/Datos.htm?t=1455. Accessed 30 Jan 2023"},{"issue":"6","key":"31_CR7","doi-asserted-by":"publisher","first-page":"905","DOI":"10.1080\/0952813X.2021.1938696","volume":"34","author":"S Ezatzadeh","year":"2022","unstructured":"Ezatzadeh, S., Keyvanpour, M.R., Shojaedini, S.V.: A human fall detection framework based on multi-camera fusion. J. Exp. Theor. Artif. Intell. 34(6), 905\u2013924 (2022)","journal-title":"J. Exp. Theor. Artif. Intell."},{"issue":"6","key":"31_CR8","doi-asserted-by":"publisher","first-page":"2086","DOI":"10.3390\/s22062086","volume":"22","author":"M Fernandez-Carmona","year":"2022","unstructured":"Fernandez-Carmona, M., Ballesteros, J., D\u00edaz-Boladeras, M., Parra-Llanas, X., Urdiales, C., G\u00f3mez-de Gabriel, J.M.: Walk-it: an open-source modular low-cost smart rollator. Sensors 22(6), 2086 (2022)","journal-title":"Sensors"},{"key":"31_CR9","volume-title":"European comparative data on Europe 2020 & People with Disabilities","author":"S Grammenos","year":"2013","unstructured":"Grammenos, S., et al.: European comparative data on Europe 2020 & People with Disabilities. Academic Network of European Disability experts, Leeds (2013)"},{"issue":"4","key":"31_CR10","doi-asserted-by":"publisher","first-page":"555","DOI":"10.1016\/j.humov.2007.05.003","volume":"26","author":"JM Hausdorff","year":"2007","unstructured":"Hausdorff, J.M.: Gait dynamics, fractals and falls: finding meaning in the stride-to-stride fluctuations of human walking. Human Mov. Sci. 26(4), 555\u2013589 (2007)","journal-title":"Human Mov. Sci."},{"key":"31_CR11","doi-asserted-by":"crossref","unstructured":"Hirata, Y., Komatsuda, S., Kosuge, K.: Fall prevention control of passive intelligent walker based on human model. In: 2008 IEEE\/RSJ International Conference on Intelligent Robots and Systems, pp. 1222\u20131228. IEEE (2008)","DOI":"10.1109\/IROS.2008.4651173"},{"key":"31_CR12","doi-asserted-by":"crossref","unstructured":"Hirata, Y., Muraki, A., Kosuge, K.: Motion control of intelligent walker based on renew of estimation parameters for user state. In: 2006 IEEE\/RSJ International Conference on Intelligent Robots and Systems, pp. 1050\u20131055. IEEE (2006)","DOI":"10.1109\/IROS.2006.281809"},{"issue":"12","key":"31_CR13","doi-asserted-by":"publisher","first-page":"1173","DOI":"10.1016\/S0003-9993(95)80129-4","volume":"76","author":"R Kumar","year":"1995","unstructured":"Kumar, R., Roe, M.C., Scremin, O.U.: Methods for estimating the proper length of a cane. Arch. Phys. Med. Rehabil. 76(12), 1173\u20131175 (1995)","journal-title":"Arch. Phys. Med. Rehabil."},{"issue":"1","key":"31_CR14","doi-asserted-by":"publisher","DOI":"10.1002\/pri.1743","volume":"24","author":"IL Kyrdalen","year":"2019","unstructured":"Kyrdalen, I.L., Thingstad, P., Sandvik, L., Ormstad, H.: Associations between gait speed and well-known fall risk factors among community-dwelling older adults. Physiother. Res. Int. 24(1), e1743 (2019)","journal-title":"Physiother. Res. Int."},{"issue":"12","key":"31_CR15","doi-asserted-by":"publisher","first-page":"2455","DOI":"10.1111\/ggi.13102","volume":"17","author":"K Makino","year":"2017","unstructured":"Makino, K.: Fear of falling and gait parameters in older adults with and without fall history. Geriat. Gerontol. Int. 17(12), 2455\u20132459 (2017)","journal-title":"Geriat. Gerontol. Int."},{"issue":"6","key":"31_CR16","doi-asserted-by":"publisher","first-page":"1053","DOI":"10.1016\/j.jbiomech.2011.12.027","volume":"45","author":"PM McAndrew Young","year":"2012","unstructured":"McAndrew Young, P.M., Wilken, J.M., Dingwell, J.B.: Dynamic margins of stability during human walking in destabilizing environments. J. Biomech. 45(6), 1053\u20131059 (2012)","journal-title":"J. Biomech."},{"issue":"21","key":"31_CR17","doi-asserted-by":"publisher","first-page":"21999","DOI":"10.1109\/JIOT.2022.3181701","volume":"9","author":"Z Qian","year":"2022","unstructured":"Qian, Z., et al.: Development of a real-time wearable fall detection system in the context of internet of things. IEEE Internet Things J. 9(21), 21999\u201322007 (2022)","journal-title":"IEEE Internet Things J."},{"key":"31_CR18","doi-asserted-by":"crossref","unstructured":"Rubenstein, L.Z.: Falls in older people: epidemiology, risk factors and strategies for prevention. Age Ageing 35(suppl_2), ii37-ii41 (2006)","DOI":"10.1093\/ageing\/afl084"},{"key":"31_CR19","doi-asserted-by":"crossref","unstructured":"Tinetti, M.E.: Performance-oriented assessment of mobility problems in elderly patients. J. Am. Geriat. Soc. (1986)","DOI":"10.1111\/j.1532-5415.1986.tb05480.x"},{"issue":"1","key":"31_CR20","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1080\/10400435.2013.789456","volume":"26","author":"JY Tung","year":"2014","unstructured":"Tung, J.Y., Gage, W.H., Poupart, P., McIlroy, W.E.: Upper limb contributions to frontal plane balance control in rollator-assisted walking. Assist. Technol. 26(1), 15\u201321 (2014)","journal-title":"Assist. Technol."},{"issue":"7","key":"31_CR21","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0158623","volume":"11","author":"KS Van Schooten","year":"2016","unstructured":"Van Schooten, K.S., et al.: Daily-life gait quality as predictor of falls in older people: a 1-year prospective cohort study. PLoS One 11(7), e0158623 (2016)","journal-title":"PLoS One"},{"issue":"1","key":"31_CR22","doi-asserted-by":"publisher","first-page":"597","DOI":"10.1186\/s12891-021-04466-4","volume":"22","author":"F Watson","year":"2021","unstructured":"Watson, F., Fino, P.C., Thornton, M., Heracleous, C., Loureiro, R., Leong, J.J.H.: Use of the margin of stability to quantify stability in pathologic gait - a qualitative systematic review. BMC Musculoskel. Disord. 22(1), 597 (2021)","journal-title":"BMC Musculoskel. Disord."}],"container-title":["Lecture Notes in Computer Science","Advances in Computational Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-43078-7_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,30]],"date-time":"2023-09-30T18:05:21Z","timestamp":1696097121000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-43078-7_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031430770","9783031430787"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-43078-7_31","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"1 October 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IWANN","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Work-Conference on Artificial Neural Networks","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ponta Delgada","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 June 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 June 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwann2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/iwann.uma.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"149","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"108","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"72% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2,7","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}