{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T07:48:26Z","timestamp":1767340106634,"version":"3.40.3"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031357473"},{"type":"electronic","value":"9783031357480"}],"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\/978-3-031-35748-0_22","type":"book-chapter","created":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T18:03:19Z","timestamp":1689012199000},"page":"298-305","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Generation of Consistent Slip, Trip and Fall Kinematic Data via Instability Detection and Recovery Performance Analysis for Use in Machine Learning Algorithms for (Near) Fall Detection"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1789-8593","authenticated-orcid":false,"given":"Moritz","family":"Schneider","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anika","family":"Weber","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mirko","family":"Kaufmann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Annette","family":"Kluge","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ulrich","family":"Hartmann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kiros","family":"Karamanidis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rolf","family":"Ellegast","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,7,9]]},"reference":[{"key":"22_CR1","unstructured":"DGUV. Statistik Arbeitsunfallgeschehen 2019 (2020). https:\/\/www.dguv.de\/de\/zahlen-fakten\/index.jsp."},{"key":"22_CR2","doi-asserted-by":"publisher","first-page":"381","DOI":"10.2486\/indhealth.2014-0110","volume":"52","author":"H Hsiao","year":"2014","unstructured":"Hsiao, H.: Fall prevention research and practice: a total worker safety approach. Ind. Health 52, 381\u2013392 (2014)","journal-title":"Ind. Health"},{"key":"22_CR3","unstructured":"BAuA, Sturz, Ausrutschen, Stolpern, Umknicken (2021).https:\/\/www.baua.de\/DE\/Themen\/Arbeitsgestaltung-im-Betrieb\/Gefaehrdungsbeurteilung\/Expertenwissen\/Mechanische-Gefaehrdungen\/Sturz-Ausrutschen-Stolpern-Umknicken\/Sturz-Ausrutschen-Stolpern-Umknicken_node.html"},{"key":"22_CR4","unstructured":"BGHM. Vorsicht, Rutschgefahr! Stolpern, Ausrutschen, St\u00fcrzen - Die h\u00e4ufigsten Unfallursachen bei der Arbeit (2021). https:\/\/www.bghm.de\/bghm\/presseservice\/text-portal-fuer-interne-kommunikation\/vorsicht-rutschgefahr"},{"key":"22_CR5","unstructured":"Verkehr, B.: Stolpern, Rutschen, St\u00fcrzen (2021). https:\/\/www.bg-verkehr.de\/arbeitssicherheit-gesundheit\/branchen\/gueterkraftverkehr\/animationsfilme\/stolpern-rutschen-stuerzen"},{"key":"22_CR6","unstructured":"DGUV. Statistik Arbeitsunfallgeschehen 2021 (2021). https:\/\/www.dguv.de\/de\/zahlen-fakten\/index.jsp."},{"key":"22_CR7","unstructured":"Mohr, J.O.: Fit gegen das Stolpern \u2013 Projektstudie der HFUK Nord. 6. DGUV-Fachgespr\u00e4ch Ergonomie, pp. 125\u2013127 (2017)"},{"key":"22_CR8","doi-asserted-by":"publisher","first-page":"1859","DOI":"10.1080\/001401398186027","volume":"41","author":"TA Bentley","year":"1998","unstructured":"Bentley, T.A.: Slip, trip and fall accidents occurring during the delivery of mail. Ergonomics 41, 1859\u20131872 (1998)","journal-title":"Ergonomics"},{"key":"22_CR9","unstructured":"Wetzel, C.: Entwicklung einer Rutschhemmungsmatrix zur Auswahl von Bodenbel\u00e4gen und Schuhen zur Reduzierung von Ausgleitunf\u00e4llen. Bergische Universit\u00e4t Wuppertal (2013)"},{"key":"22_CR10","doi-asserted-by":"crossref","unstructured":"Lehto, M.R., Cook, B.T.: Occupational health and safety management. In: Handbook of Human Factors and Ergonomics, pp. 701\u2013733 (2012)","DOI":"10.1002\/9781118131350.ch25"},{"key":"22_CR11","unstructured":"E. O. F. D. 89\/391\/EEC. The introduction of measures to encourage improvements in the safety and health of workers at work. Official Journal of the European Union L 183, 29\/06\/1989, pp. 1\u20138 (2008)"},{"key":"22_CR12","unstructured":"Paridon, H.: Entstehung von Stolper-, Rutsch- und Sturzunf\u00e4lle. BGAG-Report 1\/05 (2005)"},{"key":"22_CR13","doi-asserted-by":"crossref","unstructured":"Chang, W.-R., Leclercq, S., Lockhart, T.E., Haslam, R.: State of science: occupational slips, trips and falls on the same level. In: Ergonomics, pp. 861\u2013883 (2016)","DOI":"10.1080\/00140139.2016.1157214"},{"key":"22_CR14","doi-asserted-by":"crossref","unstructured":"Haslam, R.A., Bentley, T.A.: Follow-up investigations of slip, trip and fall accidents among postal delivery workers. In: Safety Science, pp. 33\u201347 (1999)","DOI":"10.1016\/S0925-7535(99)00009-0"},{"key":"22_CR15","doi-asserted-by":"crossref","unstructured":"Bentley, T.A., Halsam, R.A.: Identification of risk factors and countermeasures for slip, trip and fall accidents during the delivery of mail. In: Applied Ergonomics, pp. 127\u2013134 (2001)","DOI":"10.1016\/S0003-6870(00)00048-X"},{"key":"22_CR16","unstructured":"DGUV. DGUV Information 208\u2013035 - Zustellen von Sendungen (2020)"},{"issue":"1","key":"22_CR17","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1007\/s11517-016-1504-y","volume":"55","author":"O Aziz","year":"2016","unstructured":"Aziz, O., Musngi, M., Park, E.J., Mori, G., Robinovitch, S.N.: A comparison of accuracy of fall detection algorithms (threshold-based vs. machine learning) using waist-mounted tri-axial accelerometer signals from a comprehensive set of falls and non-fall trials. Med. Biol. Eng. Compu. 55(1), 45\u201355 (2016). https:\/\/doi.org\/10.1007\/s11517-016-1504-y","journal-title":"Med. Biol. Eng. Compu."},{"key":"22_CR18","doi-asserted-by":"crossref","unstructured":"Casilari, E., Lora-Rivera, R., Garc\u00eda-Lagos, F.: A study on the application of convolutional neural networks to fall detection evaluated with multiple public datasets. Sensors 20(5), 2020 (2020)","DOI":"10.3390\/s20051466"},{"key":"22_CR19","doi-asserted-by":"crossref","unstructured":"Bagal\u00e0, F., et al.: Evaluation of Accelerometer-Based Fall Detection Algorithms on Real-World Falls. PLoS ONE 7(5) (2012)","DOI":"10.1371\/journal.pone.0037062"},{"key":"22_CR20","doi-asserted-by":"crossref","unstructured":"I. Pang, Y. Okubo, D. Sturnieks, S. R. Lord und M. A. Brodie, \u201eDetection of Near Falls Using Wearable Devices,\u201c Journal of Geriatric Physical Therapy, pp. 48\u201356, 2019","DOI":"10.1519\/JPT.0000000000000181"},{"issue":"2","key":"22_CR21","doi-asserted-by":"publisher","first-page":"258","DOI":"10.1109\/TNSRE.2014.2357806","volume":"23","author":"JK Lee","year":"2015","unstructured":"Lee, J.K., Robinovitch, S.N., Park, E.J.: Inertial sensing-based pre-impact de-tection of falls involving near-fall scenarios. IEEE Trans. Neural Syst. Rehabil. Eng. 23(2), 258\u2013266 (2015)","journal-title":"IEEE Trans. Neural Syst. Rehabil. Eng."},{"key":"22_CR22","doi-asserted-by":"crossref","unstructured":"Albert, M.V., Kording, K., Herrmann, M., Jayaraman, A.: Fall classification by machine learning using mobile phones. PloS One 7(5) (2012)","DOI":"10.1371\/journal.pone.0036556"},{"key":"22_CR23","doi-asserted-by":"crossref","unstructured":"Kangas, M., Konttila, A., Lindgren, P., Winblad, I., J\u00e4ms\u00e4, T.: Comparison of low-complexity fall detection algorithms for body attached accelerometers. Gait Posture, 285\u2013291 (2008)","DOI":"10.1016\/j.gaitpost.2008.01.003"},{"key":"22_CR24","doi-asserted-by":"crossref","unstructured":"Nyan, M.N., Tay, F.E.H., Murugasu, E.: A wearable system for pre-impact fall detection. J. Biomech., 3475\u20133481 (2008)","DOI":"10.1016\/j.jbiomech.2008.08.009"}],"container-title":["Lecture Notes in Computer Science","Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-35748-0_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T18:11:21Z","timestamp":1689012681000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-35748-0_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031357473","9783031357480"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-35748-0_22","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":"9 July 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HCII","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Copenhagen","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Denmark","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":"23 July 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 July 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2023.hci.international\/","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":"CMS","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"7472","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":"1578","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":"396","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":"21% - 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","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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}