{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T15:35:13Z","timestamp":1781019313516,"version":"3.54.1"},"reference-count":42,"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\/501100002671","name":"Universiti Tunku Abdul Rahman (UTAR) Research Fund","doi-asserted-by":"publisher","award":["IPSR\/RMC\/UTARRF\/2020-C2\/A01"],"award-info":[{"award-number":["IPSR\/RMC\/UTARRF\/2020-C2\/A01"]}],"id":[{"id":"10.13039\/501100002671","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.2022.3230592","type":"journal-article","created":{"date-parts":[[2022,12,19]],"date-time":"2022-12-19T19:45:01Z","timestamp":1671479101000},"page":"132777-132785","source":"Crossref","is-referenced-by-count":11,"title":["ETFPOS-IDF: A Novel Term Weighting Scheme for Examination Question Classification Based on Bloom\u2019s Taxonomy"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9918-8589","authenticated-orcid":false,"given":"Mohammed Osman","family":"Gani","sequence":"first","affiliation":[{"name":"Faculty of Information and Communication Technology, Universiti Tunku Abdul Rahman, Kampar, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3538-3887","authenticated-orcid":false,"given":"Ramesh Kumar","family":"Ayyasamy","sequence":"additional","affiliation":[{"name":"Department of Information Systems, Faculty of Information and Communication Technology, Universiti Tunku Abdul Rahman, Kampar, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4044-9315","authenticated-orcid":false,"given":"Saadat M.","family":"Alhashmi","sequence":"additional","affiliation":[{"name":"Department of Information Systems, University of Sharjah, Sharjah, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3277-4006","authenticated-orcid":false,"given":"Anbuselvan","family":"Sangodiah","sequence":"additional","affiliation":[{"name":"School of Computing, Faculty of Computing and Engineering, Quest International University, Ipoh, Perak, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6752-5985","authenticated-orcid":false,"given":"Yong Tien","family":"Fui","sequence":"additional","affiliation":[{"name":"Department of Information Systems, Faculty of Information and Communication Technology, Universiti Tunku Abdul Rahman, Kampar, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/tsmcc.2010.2053532"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/te.2020.3008751"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/te.2009.2027433"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.14569\/ijacsa.2020.0110494"},{"issue":"1","key":"ref5","first-page":"23","article-title":"Educational data mining applications","volume":"1","author":"Prabha","year":"2014","journal-title":"Oper. Res. Appl., Int. J."},{"key":"ref6","first-page":"424","article-title":"Mining exam question based on Bloom\u2019s taxonomy","volume-title":"Proc. Knowl. Manag. Int. Conf.","author":"Hasnah"},{"key":"ref7","volume-title":"Taxonomy of Educational Objectives: The Classification of Educational Goals","author":"Bloom","year":"1956"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/icitsi.2015.7437696"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/iotais47347.2019.8980428"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/access.2021.3106443"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0230442"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5120\/ijca2017913328"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbspro.2012.09.278"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/jcpc.2009.5420087"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18517\/ijaseit.8.4-2.6835"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/isda.2010.5687152"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-30732-4_17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/iccsce.2014.7072776"},{"issue":"3","key":"ref19","first-page":"447","article-title":"Exam questions classification based on Bloom\u2019s taxonomy cognitive level using classifiers combination","volume":"78","author":"Abduljabbar","year":"2015","journal-title":"J. Theor. Appl. Inf. Technol."},{"key":"ref20","article-title":"Classifications of exam questions using linguistically-motivated features: A case study based on Bloom\u2019s taxonomy","volume-title":"Proc. 6th Int. Arab Conf. Quality Assurance Higher Educ.","volume":"2016","author":"Osman"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbspro.2013.10.277"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/tale.2015.7386043"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3991\/ijet.v11i04.5654"},{"issue":"12","key":"ref24","first-page":"2814","article-title":"Taxonomy based features in question classification using support vector machine","volume":"95","author":"Sangodiah","year":"2017","journal-title":"J. Theor. Appl. Inf. Technol."},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/te.2009.2014221"},{"key":"ref26","volume-title":"The Stanford Natural Language Processing Group","year":"2022"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ismsit52890.2021.9604639"},{"key":"ref28","volume-title":"Natural Language Processing With Python: Analyzing Text With the Natural Language Toolkit","author":"Bird","year":"2009"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.13164\/mendel.2022.1.008"},{"key":"ref30","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"Pedregosa","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/bf00994018"},{"key":"ref32","first-page":"1","article-title":"Automatic classification of questions into Bloom\u2019s cognitive levels using support vector machines","volume-title":"Proc. Int. Arab Conf. Inf. Technol.","author":"Yahya"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-39345-2_52"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10160-6_26"},{"issue":"1","key":"ref35","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","article-title":"Random forests","volume":"45","author":"Breiman","year":"2001","journal-title":"Mach. Learn."},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.2991\/meita-16.2017.60"},{"issue":"6","key":"ref37","first-page":"3115","article-title":"A new supervised term weight measure for text classification","volume":"29","author":"Kavadi","year":"2020","journal-title":"Int. J. Adv. Sci. Technol."},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.5220\/0005511900260037"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-34062-8_32"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-24049-7_12"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.14419\/ijet.v7i1.1.10785"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-39940-9_565"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09992001.pdf?arnumber=9992001","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T11:49:32Z","timestamp":1706788172000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9992001\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3230592","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}