{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,18]],"date-time":"2026-03-18T03:02:59Z","timestamp":1773802979802,"version":"3.50.1"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea (NRF) funded by the Ministry of Science and ICT, South Korea","doi-asserted-by":"publisher","award":["NRF-2020R1F1A1067439"],"award-info":[{"award-number":["NRF-2020R1F1A1067439"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003725","name":"Basic Science Research Program through the National Research Foundation of Korea","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100010002","name":"Ministry of Education","doi-asserted-by":"publisher","award":["NRF-2022R1I1A1A01065625"],"award-info":[{"award-number":["NRF-2022R1I1A1A01065625"]}],"id":[{"id":"10.13039\/100010002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3190618","type":"journal-article","created":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T19:30:57Z","timestamp":1657740657000},"page":"77418-77431","source":"Crossref","is-referenced-by-count":16,"title":["A Machine Learning Approach for the Classification of Falls and Activities of Daily Living in Agricultural Workers"],"prefix":"10.1109","volume":"10","author":[{"given":"Hyunmok","family":"Son","sequence":"first","affiliation":[{"name":"Department of Biosystems Engineering, Seoul National University, Seoul, Korea"}]},{"given":"Jae Woon","family":"Lim","sequence":"additional","affiliation":[{"name":"Department of Biosystems Engineering, Seoul National University, Seoul, Korea"}]},{"given":"Sangbae","family":"Park","sequence":"additional","affiliation":[{"name":"Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, Korea"}]},{"given":"Byeongjoo","family":"Park","sequence":"additional","affiliation":[{"name":"Department of Biosystems Engineering, Seoul National University, Seoul, Korea"}]},{"given":"Jinsub","family":"Han","sequence":"additional","affiliation":[{"name":"Department of Biosystems Engineering, Seoul National University, Seoul, Korea"}]},{"given":"Hong Bae","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Biosystems Engineering, Seoul National University, Seoul, Korea"}]},{"given":"Myung Chul","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Medicine, Brigham and Women&#x2019;s Hospital, Division of Engineering in Medicine, Harvard Medical School, Cambridge, MA, USA"}]},{"given":"Kyoung-Je","family":"Jang","sequence":"additional","affiliation":[{"name":"Division of Agro-System Engineering, College of Agriculture and Life Science, Gyeongsang National University, Jinju, South Korea"}]},{"given":"Ghiseok","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Biosystems Engineering, Seoul National University, Seoul, Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0711-5655","authenticated-orcid":false,"given":"Jong Hoon","family":"Chung","sequence":"additional","affiliation":[{"name":"Department of Biosystems Engineering, Seoul National University, Seoul, Korea"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"World Population Prospects: The 2017 Revision, Key Findings and Advance Tables","year":"2017"},{"key":"ref2","volume-title":"Ageing in the Twenty-First Century: A Celebration and a Challenge","year":"2012"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-69892-2_630-1"},{"key":"ref4","volume-title":"World Population Prospects: The 2004 Revision","volume":"3","year":"2006"},{"key":"ref5","volume-title":"Korean Statistical Information Service","year":"2021"},{"key":"ref6","volume-title":"WHO Global Report on Falls Prevention in Older Age","year":"2021"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2014.2357806"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1001\/jama.1963.03060120024016"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1111\/j.1532-5415.1983.tb03391.x"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1093\/geront\/gnt086"},{"key":"ref11","first-page":"722","article-title":"A hybrid discriminative\/generative approach for modeling human activities","volume-title":"Proc. IJCAI","author":"Lester"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/1864431.1864480"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2011.2146246"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s00391-013-0559-8"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1186\/s11556-016-0168-9"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0168069"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/s17010198"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/s18041101"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/INDIN41052.2019.8972246"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/s19091988"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/1512670"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2932609"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.biosystemseng.2020.10.005"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2021.106637"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10232946"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1111\/j.1753-6405.1993.tb00143.x"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1201\/EBK1439835111-c3"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.4178\/epih.e2020005"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1177\/1071181319631133"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.2486\/indhealth.46.424"},{"issue":"2","key":"ref31","first-page":"86","article-title":"Analysis of static lateral stability using mathematical simulations for 3-axis tractor-baler system","volume":"42","author":"Hong","year":"2017","journal-title":"J. Biosyst. Eng."},{"issue":"3","key":"ref32","first-page":"127","article-title":"Analysis of static stability by modified mathematical model for asymmetric tractor-harvester system: Changes in lateral overturning angle by movement of center of gravity coordinates","volume":"42","author":"Choi","year":"2017","journal-title":"J. Biosyst. Eng."},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s42853-019-00039-5"},{"issue":"4","key":"ref34","first-page":"489","article-title":"A study on an ICT-based system for safe management of agricultural facilities for farmers\u2019 safety activities","volume":"37","author":"Kim","year":"2018","journal-title":"J. Ergonom. Soc. Korea"},{"key":"ref35","volume-title":"The Scientist and Engineer\u2019s Guide to Digital Signal Processing","author":"Smith","year":"1997"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/s20133777"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3390\/s17020307"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/s20010317"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3390\/s130709183"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/electronics8111354"},{"key":"ref41","volume-title":"Hands-on Machine Learning With Scikit-Learn, Keras & TensorFlow","author":"Aur\u00e9lien","year":"2019"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2018.2872835"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0037062"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2007.4352627"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2906693"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-25465-x_40"},{"key":"ref47","article-title":"Metrics for multi-class classification: An overview","volume-title":"arXiv:2008.05756","author":"Grandini","year":"2020"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3390\/s20226479"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.medengphy.2010.11.003"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2010.07.005"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2009.2033673"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.18494\/SAM.2018.1876"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-019-6413-7"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-016-1504-y"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09828392.pdf?arnumber=9828392","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T06:32:28Z","timestamp":1706769148000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9828392\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":54,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3190618","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}