{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T04:50:35Z","timestamp":1745988635151,"version":"3.37.3"},"reference-count":76,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Ministry of Education, Singapore, under its MOE Tertiary Education Research Fund","award":["MOE2019-TRF-035"],"award-info":[{"award-number":["MOE2019-TRF-035"]}]},{"name":"Delta-NTU Corporate Lab for Cyber\u2013Physical Systems through Delta Electronics Inc."},{"name":"National Research Foundation (NRF) Singapore under the CorpLab@University Scheme"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Soc. Syst."],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1109\/tcss.2024.3421632","type":"journal-article","created":{"date-parts":[[2024,7,18]],"date-time":"2024-07-18T17:40:23Z","timestamp":1721324423000},"page":"7500-7515","source":"Crossref","is-referenced-by-count":1,"title":["Quad-Faceted Feature-Based Graph Network for Domain-Agnostic Text Classification to Enhance Learning Effectiveness"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1670-921X","authenticated-orcid":false,"given":"S.","family":"Supraja","sequence":"first","affiliation":[{"name":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0708-4791","authenticated-orcid":false,"given":"Andy W. H.","family":"Khong","sequence":"additional","affiliation":[{"name":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s12186-018-9201-7"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TLT.2023.3265528"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TLT.2020.3027050"},{"key":"ref4","first-page":"5370","article-title":"Multi-class hierarchical question classification for multiple choice science exams","volume-title":"Proc. Int. Conf. Lang. Resour. Eval.","author":"Xu","year":"2020"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TLT.2020.3027661"},{"key":"ref6","first-page":"221","article-title":"Document embedding strategies for job title classification","volume-title":"Proc. Int. Conf. Florida Artif. Intell. Res. Soc.","author":"Zhu","year":"2017"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.coling-main.513"},{"key":"ref8","article-title":"Argumentative zoning: Information extraction from scientific text","volume-title":"Ph.D. thesis, School Inform., Univ. Edinburgh","author":"Teufel","year":"1999"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/089120102762671936"},{"article-title":"Statistical models for text classification: Applications and analysis","year":"2013","author":"Teufel","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TLT.2018.2878447"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W18-2607"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-2018"},{"key":"ref14","first-page":"3557","article-title":"Annotating educational questions for student response analysis","volume-title":"Proc. Int. Conf. Lang. Resour. Eval.","author":"Godea","year":"2018"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2004.58"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.247"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2544661"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-11680-8_52"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2015.2395254"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.258"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CEC48606.2020.9185500"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2946622"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3068519"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8462003"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/a14120352"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33017370"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107659"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2023.3250502"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2023.3335485"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2959991"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6359"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2021.06.012"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3450352"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2022.3148866"},{"article-title":"HeteGCN: Heterogeneous graph convolutional networks for text classification","year":"2020","author":"Ragesh","key":"ref35"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3085994"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.50"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2823758"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2812203"},{"key":"ref40","first-page":"4171","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","volume-title":"Proc. Human Lang. Technol. Annu. Conf. North Amer. Chap. (NAACL-HLT)","author":"Devlin","year":"2019"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/e21070660"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.114438"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s007999900023"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2021.3126937"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3120138"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809071"},{"key":"ref47","first-page":"18","article-title":"Experiments with sentence classification","volume-title":"Proc. Australas. Lang. Tech. Workshop (ALTW)","author":"Khoo","year":"2006"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1345"},{"key":"ref49","first-page":"446","article-title":"Grade prediction via text mining from course descriptions: Content and learning outcomes","volume-title":"Proc. Int. Conf. Educ. Data Mining (EDM)","author":"Li","year":"2022"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1320"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-acl.126"},{"year":"2020","key":"ref52","article-title":"textacy $\\cdot$ pypi"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/2488388.2488514"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2020.3042009"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1542"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.112958"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1162"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2531661"},{"key":"ref59","first-page":"219","article-title":"MDL histogram density estimation","volume-title":"Proc. Int. Conf. Artif. Intell. Statist. (PMLR)","author":"Kontkanen","year":"2007"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.12.031"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2013.89"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbspro.2013.10.277"},{"key":"ref63","first-page":"1973","article-title":"Rethinking LDA: Why priors matter","volume-title":"Proc. Neural Inf. Process. Syst. (NIPS)","author":"Wallach","year":"2009"},{"key":"ref64","first-page":"56","article-title":"Toward the automatic labeling of course questions for ensuring their alignment with learning outcomes","volume-title":"Proc. 10th Int. Conf. Educ. Data Mining (EDM)","author":"Supraja","year":"2017"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8461373"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/ICSC.2018.00035"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2011.2134847"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2630804"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3125768"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-85990-9_8"},{"key":"ref71","first-page":"1","article-title":"Classifying and understanding financial data using graph neural network","volume-title":"Proc. AAAI Conf. Artif. Intell. Workshop Knowl. Discovery Unstruct. Data Financial Services","author":"Li","year":"2020"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-020-01482-z"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-020-01221-4"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1111\/ijtd.12046"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1037\/0022-3514.72.1.218"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.2466\/pr0.1992.70.2.512"}],"container-title":["IEEE Transactions on Computational Social Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6570650\/10772353\/10601613.pdf?arnumber=10601613","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T19:11:03Z","timestamp":1733253063000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10601613\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12]]},"references-count":76,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tcss.2024.3421632","relation":{},"ISSN":["2329-924X","2373-7476"],"issn-type":[{"type":"electronic","value":"2329-924X"},{"type":"electronic","value":"2373-7476"}],"subject":[],"published":{"date-parts":[[2024,12]]}}}