{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T12:27:21Z","timestamp":1780662441811,"version":"3.54.1"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100010725","name":"An-Najah National University, Palestine, Research Project","doi-asserted-by":"publisher","award":["ANNU-1920-Sc004"],"award-info":[{"award-number":["ANNU-1920-Sc004"]}],"id":[{"id":"10.13039\/100010725","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.3040338","type":"journal-article","created":{"date-parts":[[2020,11,25]],"date-time":"2020-11-25T01:50:16Z","timestamp":1606269016000},"page":"214039-214049","source":"Crossref","is-referenced-by-count":47,"title":["PCRS: Personalized Career-Path Recommender System for Engineering Students"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3678-9608","authenticated-orcid":false,"given":"Manar","family":"Qamhieh","sequence":"first","affiliation":[{"name":"Computer Engineering Department, An-Najah National University, Nablus, Palestine"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4192-718X","authenticated-orcid":false,"given":"Haya","family":"Sammaneh","sequence":"additional","affiliation":[{"name":"Computer Engineering Department, An-Najah National University, Nablus, Palestine"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8161-4992","authenticated-orcid":false,"given":"Mona Nabil","family":"Demaidi","sequence":"additional","affiliation":[{"name":"Computer Engineering Department, An-Najah National University, Nablus, Palestine"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1080\/0950069940160605"},{"key":"ref38","first-page":"24","article-title":"The role of extracurricular activities in the education of engineers","author":"dalrymple","year":"2006","journal-title":"Proc Int Conf Eng Educ"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3102\/0002831213488622"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1080\/10824660701601266"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1177\/1069072708318900"},{"key":"ref30","first-page":"11","article-title":"Relation of psychological type to career indecision among university students","volume":"64","author":"kelly","year":"2005","journal-title":"Journal of Psychological Type"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s10964-005-7266-8"},{"key":"ref36","first-page":"16","article-title":"Extracurricular activities","volume":"9","author":"lawhorn","year":"2008","journal-title":"Occupational Outlook Quarterly"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvb.2018.11.006"},{"key":"ref34","first-page":"56","article-title":"Increasing teacher awareness of STEM careers","volume":"19","author":"knowles","year":"2018","journal-title":"J STEM Educ"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s40692-014-0003-0"},{"key":"ref40","first-page":"20","article-title":"Organisational culture, employee satisfaction, perceived leader emotional competency and personality type: An exploratory study in a South African engineering company","volume":"5","author":"coetzee","year":"2007","journal-title":"Human Resource Management Journal"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"518","DOI":"10.1016\/j.procs.2017.12.067","article-title":"PCRS: Personalized course recommender system based on hybrid approach","volume":"125","author":"gulzar","year":"2018","journal-title":"Procedia Comput Sci"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1002\/cae.21822"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899X\/482\/1\/012025"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICIAS.2014.6869553"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18178\/ijmlc.2020.10.2.940"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2850376"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2654247"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TLT.2017.2740172"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7637-6_12"},{"key":"ref28","article-title":"Myers-Briggs type indicator (MBTI)","author":"briggs-myers","year":"1985"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1108\/S1479-3555(2012)0000010008"},{"key":"ref27","first-page":"2473","article-title":"The personality of a computing major: It makes a difference","author":"reynolds","year":"2016","journal-title":"Proc EDSIG Conf"},{"key":"ref3","author":"organization","year":"0","journal-title":"Employment Promotion (Arab States)"},{"key":"ref6","author":"of statistics","year":"2019","journal-title":"Selected indicators for education in palestine by level of education and region for scholastic Year"},{"key":"ref29","first-page":"3","article-title":"Relationships between MBTI profiles, motivation profiles, and career paths","volume":"41","author":"garden","year":"1997","journal-title":"Journal of Psychological Type"},{"key":"ref5","author":"nicolai","year":"2007","journal-title":"Fragmented Foundations Education and Chronic Crisis in the Occupied Palestinian Territory"},{"key":"ref8","author":"unit","year":"2020","journal-title":"Accredited Engineering Programs"},{"key":"ref7","year":"2017","journal-title":"Educational Fields and Labor Market for Persons Aged 20–29 Years"},{"key":"ref2","first-page":"19","article-title":"The future of engineering education–Revisited","volume":"50","author":"wankat","year":"2016","journal-title":"Chem Eng Educ"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2899415.2899455"},{"key":"ref1","article-title":"The future of higher education: How technology will shape learning","author":"glenn","year":"2008"},{"key":"ref20","first-page":"169","article-title":"Factors influencing students’ career choice and aspirations in South Africa","volume":"33","author":"shumba","year":"2012","journal-title":"The Social Science Journal"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/S0019-9958(65)90241-X"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbspro.2010.03.524"},{"key":"ref21","first-page":"187","article-title":"Factors affecting students’ career choice","volume":"11","author":"kazi","year":"2017","journal-title":"Journal of Research and Reflections in Education"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/289393.289416"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1002\/jee.20118"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1177\/0022022198291008"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3389\/feduc.2018.00058"},{"key":"ref44","doi-asserted-by":"crossref","DOI":"10.1142\/2895","volume":"6","author":"zadeh","year":"1996","journal-title":"Fuzzy Sets Fuzzy Logic and Fuzzy Systems Selected Papers"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/FIE.1993.405572"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1002\/j.2168-9830.2002.tb00667.x"},{"key":"ref25","first-page":"322","article-title":"Academic progress of Canadian engineering students in terms of MBTI personality type","volume":"14","author":"rosati","year":"1998","journal-title":"Int J Eng Educ"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/09268112.pdf?arnumber=9268112","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,8]],"date-time":"2022-09-08T20:02:29Z","timestamp":1662667349000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9268112\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":45,"URL":"https:\/\/doi.org\/10.1109\/access.2020.3040338","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}