{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T03:39:59Z","timestamp":1780544399042,"version":"3.54.1"},"reference-count":20,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,5]]},"DOI":"10.1109\/ijcnn.2017.7965922","type":"proceedings-article","created":{"date-parts":[[2017,7,10]],"date-time":"2017-07-10T17:41:30Z","timestamp":1499708490000},"page":"713-720","source":"Crossref","is-referenced-by-count":89,"title":["Machine learning approaches to predict learning outcomes in Massive open online courses"],"prefix":"10.1109","author":[{"given":"Raghad","family":"Al-Shabandar","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Abir","family":"Hussain","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andy","family":"Laws","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert","family":"Keight","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Janet","family":"Lunn","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Naeem","family":"Radi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2460296.2460330"},{"key":"ref11","first-page":"1749","article-title":"Identifying At-Risk Students in Massive Open Online Courses","author":"he","year":"2015","journal-title":"Proc 29th AAAI Conf Artif In tell"},{"key":"ref12","first-page":"7","article-title":"Predicting student attrition in MOOCs using sentiment analysis and neural networks","volume":"1432","author":"chaplot","year":"2015","journal-title":"Work 17th Int Conf Artif Intell Educ AIED-WS 2015"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.2381263"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.2586847"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2010.2053532"},{"key":"ref16","first-page":"525","article-title":"Linguistic Reflections of Student Engagement in Massive Open Online Courses","author":"wen","year":"2014","journal-title":"Proc 8th Int Conf Weblogs Soc Media ICWSM 2014"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2003.08.012"},{"key":"ref18","first-page":"106","article-title":"Feature selection for case-based classification of cloud types: An empirical comparison","author":"aha","year":"1994","journal-title":"Proc AAAI'94 Work CaseBased Reason"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2010.03.014"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139519526.016"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-4111"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MITP.2014.78"},{"key":"ref5","article-title":"Big Data for Education: Data Mining, Data Analytics and Web Dashboards","author":"west","year":"2012","journal-title":"Gov Stud Brookings US Reuters"},{"key":"ref8","first-page":"236","article-title":"Learning analytics as a tool for closing the assessment loop in higher education","volume":"4","author":"mattingly","year":"2012","journal-title":"E - learning and Knowledge Management"},{"key":"ref7","first-page":"287","article-title":"Learning Analytics and Machine Learning","author":"ga\u0161evi?","year":"2014","journal-title":"Proc Fourth Int Conf Learn Anal Knowl - LAK '14"},{"key":"ref2","first-page":"1272","article-title":"Learning Latent Engagement Patterns of Students in Online Courses","author":"ramesh","year":"2014","journal-title":"Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2835776.2835842"},{"key":"ref9","first-page":"17987","article-title":"Student behavior analysis using self-organizing map clustering technique","volume":"10","author":"alias","year":"2015","journal-title":"ARPN J Eng Appl Sci"},{"key":"ref20","volume":"53","author":"tobergte","year":"2013","journal-title":"Machine Learning with R"}],"event":{"name":"2017 International Joint Conference on Neural Networks (IJCNN)","location":"Anchorage, AK, USA","start":{"date-parts":[[2017,5,14]]},"end":{"date-parts":[[2017,5,19]]}},"container-title":["2017 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7958416\/7965814\/07965922.pdf?arnumber=7965922","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,7,21]],"date-time":"2017-07-21T01:29:21Z","timestamp":1500600561000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7965922\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2017.7965922","relation":{},"subject":[],"published":{"date-parts":[[2017,5]]}}}