{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T19:03:02Z","timestamp":1772823782797,"version":"3.50.1"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,1,3]],"date-time":"2022-01-03T00:00:00Z","timestamp":1641168000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,3]],"date-time":"2022-01-03T00:00:00Z","timestamp":1641168000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,1,3]]},"DOI":"10.1109\/imcom53663.2022.9721791","type":"proceedings-article","created":{"date-parts":[[2022,2,28]],"date-time":"2022-02-28T16:56:54Z","timestamp":1646067414000},"page":"1-5","source":"Crossref","is-referenced-by-count":2,"title":["Using Feed-forward Backprop, Perceptron, and Self-organizing Algorithms to Predict Students\u2019 Online Behavior"],"prefix":"10.1109","author":[{"given":"Ha Thi The","family":"Nguyen","sequence":"first","affiliation":[{"name":"Chaoyang University of Technology,Department of Information Management,Taichung,Taiwan"}]},{"given":"Ling-Hsiu","family":"Chen","sequence":"additional","affiliation":[{"name":"Chaoyang University of Technology,Department of Information Management,Taichung,Taiwan"}]},{"given":"Vani Suthamathi","family":"Saravanarajan","sequence":"additional","affiliation":[{"name":"Chaoyang University of Technology,Department of Information Management,Taichung,Taiwan"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2012.10.007"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1080\/14783363.2013.867607"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8535.2005.00542.x"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10956-017-9703-3"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.30645\/ijistech.v1i1.4"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.11114\/jets.v4i5.1321"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2013.428"},{"key":"ref17","first-page":"9","article-title":"Design of academic performance prediction system using multi-layer perceptron","volume":"1","author":"jayanthi","year":"2015","journal-title":"International journal of computer science and software engineering"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICT-ISPC.2017.8075350"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MINTC.2018.8363155"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICALT.2019.00067"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICeLeTE.2013.6644395"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ISET.2017.43"},{"key":"ref5","article-title":"Real-time pattern detection methodology for monitoring student behavior on e-learning platform in the field of financial science: case study","author":"aktas","year":"2021","journal-title":"Signal Processing and Communications Applications Conference (SIU)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1186\/s13677-020-00165-y"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/cae.20092"},{"key":"ref2","article-title":"Optimizing dynamic multi-agent performance in the e-learning environment","volume":"6","author":"ai-tarabily","year":"2018","journal-title":"IEEE Access"},{"key":"ref9","article-title":"An adaptive feedback system to improve student performance based on collaborative behavior","volume":"7","author":"awais","year":"2019","journal-title":"IEEE Access"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2714379"},{"key":"ref20","article-title":"Student behavior analysis using self-organizing map clustering technique","volume":"10","author":"alias","year":"2015","journal-title":"ARPN Journal of Engineering and Applied Science"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.1996.550792"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"37","DOI":"10.31642\/JoKMC\/2018\/010806","article-title":"New e-learning opportunities based artificial neural networks for mobility impairments","volume":"1","author":"ai-wasity","year":"0","journal-title":"Journal of Kufa for Mathematics and Computer"},{"key":"ref24","author":"ferrari","year":"2019","journal-title":"E-learning student reaction Version 1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3362789.3362925"},{"key":"ref25","author":"vasani","year":"2018","journal-title":"Student grade prediction Version 1"}],"event":{"name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","location":"Seoul, Korea, Republic of","start":{"date-parts":[[2022,1,3]]},"end":{"date-parts":[[2022,1,5]]}},"container-title":["2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9721625\/9721626\/09721791.pdf?arnumber=9721791","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,18]],"date-time":"2023-11-18T01:19:11Z","timestamp":1700270351000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9721791\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,3]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/imcom53663.2022.9721791","relation":{},"subject":[],"published":{"date-parts":[[2022,1,3]]}}}