{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T18:53:53Z","timestamp":1775069633126,"version":"3.50.1"},"reference-count":95,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001804","name":"Canada Research Chairs","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001804","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Habit Forming Technologies"},{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Discovery Grant"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2022,7]]},"DOI":"10.1109\/jbhi.2022.3149862","type":"journal-article","created":{"date-parts":[[2022,2,9]],"date-time":"2022-02-09T20:28:34Z","timestamp":1644438514000},"page":"3397-3408","source":"Crossref","is-referenced-by-count":21,"title":["\u201cI Let Depression and Anxiety Drown Me\u2026\u201d: Identifying Factors Associated With Resilience Based on Journaling Using Machine Learning and Thematic Analysis"],"prefix":"10.1109","volume":"26","author":[{"given":"Adenrele","family":"Oduntan","sequence":"first","affiliation":[{"name":"Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5797-7790","authenticated-orcid":false,"given":"Oladapo","family":"Oyebode","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada"}]},{"given":"Amelia Hernandez","family":"Beltran","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada"}]},{"given":"Jonathon","family":"Fowles","sequence":"additional","affiliation":[{"name":"School of Kinesiology, Acadia University, Wolfville, NS, Canada"}]},{"given":"Darren","family":"Steeves","sequence":"additional","affiliation":[{"name":"School of Health and Human Performance, Dalhousie University, Halifax, NS, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6152-8034","authenticated-orcid":false,"given":"Rita","family":"Orji","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.2196\/18119"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1192\/bjp.bp.113.142612"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.5210\/ojphi.v5i3.4814"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-7998-8544-3.ch068"},{"key":"ref5","article-title":"Important facts about resilience: A consideration of research findings about resilience and implications for assessment and treatment","author":"Meichenbaum","year":"2007"},{"key":"ref6","article-title":"q-life","year":"2021"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3402\/ejpt.v5.25338"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-014-0113-2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1080\/10494820.2020.1772837"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2018.02.016"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.17744\/mehc.36.1.0k5v52l12540w218"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1080\/15401380802705391"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/03069880120073003"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-50513-4_11"},{"key":"ref15","article-title":"Journaling for mental health","volume-title":"Health Encyclopedia","year":"2021"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2436256.2436274"},{"key":"ref17","first-page":"452","article-title":"Opinion mining and sentiment analysis","volume-title":"Proc. 3rd Int. Conf. Comput. Sustain. Glob. Develop.","author":"Bakshi","year":"2016"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2196\/22734"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.5120\/ijca2015906091"},{"key":"ref20","article-title":"Living the Q-Life","author":"Steeves"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v8i1.14550"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.51983\/ajcst-2019.8.S2.2037"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1348\/135910707x250866"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1207\/S15324796ABM2403_10"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1192\/apt.11.5.338"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1097\/psy.0b013e31829b7b2e"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.2200\/S00416ED1V01Y201204HLT016"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3000093"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1177\/0047287517747753"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2016.10.006"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/IEMCON.2019.8936139"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-09755-z"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3073079"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3002176"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/5140631"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.05.070"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICACCI.2018.8554498"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.4135\/9781412986281.n339"},{"key":"ref39","article-title":"Efficient estimation of word representations in vector space","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Mikolov","year":"2013"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1901\/jaba.1977.10-103"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.4135\/9781412995627.d5"},{"key":"ref42","first-page":"120","article-title":"Confusion Matrix-based feature selection","volume-title":"Proc. 22nd Midwest Artif. Intell. Cogn. Sci. Conf.","author":"Visa"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-815739-8.00006-7"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/COMITCon.2019.8862451"},{"key":"ref45","first-page":"657","volume-title":"Artificial Intelligence, Global Edition A Modern Approach","author":"Russell","year":"2021"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-809633-8.20473-1"},{"key":"ref47","first-page":"616","article-title":"Tackling the poor assumptions of naive bayes text classifiers","volume-title":"Proc. 20th Int. Conf. Mach. Learn.","author":"Rennie"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-31537-4_13"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2013.00021"},{"key":"ref50","first-page":"133","article-title":"Using TF-IDF to determine word relevance in document queries","volume-title":"Proc. 1st Instr. Conf. Mach. Learn.","volume":"242","author":"Ramos","year":"2003"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-1543-6_12"},{"key":"ref52","first-page":"1","article-title":"Classification of imbalance data using tomek link (t-link) combined with random under-sampling (rus) as a data reduction method","volume":"1","author":"Elhassan","year":"2016","journal-title":"Glob. J. Technol. Optim."},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1177\/1609406917733847"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/HEALTHCOM49281.2021.9398922"},{"key":"ref55","first-page":"139","article-title":"A corpus-based approach to finding happiness","volume-title":"Proc. AAAI Spring Symp., Comput. Approaches Analyzing Weblogs","author":"Mihalcea"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocz056"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1142\/s1793840608001925"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/1125451.1125646"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1186\/s41018-018-0046-3"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.2190\/a465-356m-7652-783r"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2013.08.012"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.4082\/kjfm.2017.38.3.111"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1098\/rsfs.2014.0040"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/s00127-019-01738-2"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2016.05.031"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.12816\/0003266"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1089\/acm.2014.0281"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1111\/jpm.12273"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.17583\/ijep.2017.2584"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.5296\/ire.v3i2.7126"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/s12144-017-9679-4"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.17010\/pijom\/2019\/v12i6\/144934"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2021.3058237"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.psym.2012.09.001"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.psym.2011.01.036"},{"key":"ref76","first-page":"24","article-title":"Physical fitness: A pathway to health and resilience - PubMed","volume":"2013","author":"Deuster","year":"2013","journal-title":"U.S. Army Med. Dept. J."},{"issue":"1","key":"ref77","first-page":"129","article-title":"Stress, self-efficacy, academic achievement and resilience in emerging adults","volume":"17","author":"Len Hernndez","year":"2019","journal-title":"Electron. J. Res. Educ. Psychol."},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1521\/pdps.2015.43.4.523"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1080\/13811110701249988"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1123\/jpah.2020-0525"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.14401\/kasmed.2015.22.2.53"},{"issue":"5","key":"ref82","first-page":"1857","article-title":"Resilience attributes among university students: A comparative study of psychological distress, sleep disturbances and mindfulness","volume":"11","author":"Mcgillivray","year":"2015","journal-title":"Eur. Sci. J."},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.5751\/ES-07832-200410"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1002\/smi.3008"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/j.childyouth.2020.105861"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1080\/02615479.2011.590931"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1001\/jamainternmed.2016.5057"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1080\/13811110903044351"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.2337\/diaspect.28.1.45"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1016\/j.amepre.2018.06.013"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.21037\/mhealth.2018.03.02"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.2174\/1745017901309010221"},{"issue":"3","key":"ref93","first-page":"57","article-title":"Stress and coping strategies of students in a medical faculty in Malaysia","volume":"18","author":"Al-Dubai","year":"2011","journal-title":"Malaysian J. Med. Sci."},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1002\/ace.16"},{"key":"ref95","first-page":"1","article-title":"Difficulties and motivation of postgraduate students in selected Nigerian Universities","volume-title":"Library Philosophy Pract.","author":"Igun","year":"2010"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/9813470\/09709144.pdf?arnumber=9709144","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,17]],"date-time":"2024-01-17T23:43:59Z","timestamp":1705535039000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9709144\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7]]},"references-count":95,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2022.3149862","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,7]]}}}