{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T01:44:49Z","timestamp":1773193489259,"version":"3.50.1"},"reference-count":36,"publisher":"Informa UK Limited","issue":"8","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Interactive Learning Environments"],"published-print":{"date-parts":[[2020,11,16]]},"DOI":"10.1080\/10494820.2018.1558256","type":"journal-article","created":{"date-parts":[[2018,12,15]],"date-time":"2018-12-15T22:53:40Z","timestamp":1544914420000},"page":"1048-1063","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":44,"title":["A virtual environment for learning computer coding using gamification and emotion recognition"],"prefix":"10.1080","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4524-3511","authenticated-orcid":false,"given":"Ram\u00f3n","family":"Zatarain Cabada","sequence":"first","affiliation":[{"name":"Tecnol\u00f3gico Nacional de M\u00e9xico\/I.T. Culiac\u00e1n, Division of Research and Postgraduate Studies, Culiac\u00e1n, Mexico"}]},{"given":"Mar\u00eda Luc\u00eda","family":"Barr\u00f3n Estrada","sequence":"additional","affiliation":[{"name":"Tecnol\u00f3gico Nacional de M\u00e9xico\/I.T. Culiac\u00e1n, Division of Research and Postgraduate Studies, Culiac\u00e1n, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0415-7916","authenticated-orcid":false,"given":"Jos\u00e9 Mario","family":"R\u00edos F\u00e9lix","sequence":"additional","affiliation":[{"name":"Tecnol\u00f3gico Nacional de M\u00e9xico\/I.T. Culiac\u00e1n, Division of Research and Postgraduate Studies, Culiac\u00e1n, Mexico"}]},{"given":"Giner","family":"Alor Hern\u00e1ndez","sequence":"additional","affiliation":[{"name":"Tecnol\u00f3gico Nacional de M\u00e9xico\/I.T. Orizaba, Orizaba, Mexico"}]}],"member":"301","published-online":{"date-parts":[[2018,12,15]]},"reference":[{"key":"CIT0001","doi-asserted-by":"publisher","DOI":"10.1080\/10494820.2014.908927"},{"key":"CIT0002","doi-asserted-by":"crossref","unstructured":"Bosch, N., Chen, Y. & D\u2019Mello, S. (2014). It\u2019s written on your face: detecting affective states from facial expressions while learning computer programming. International Conference on Intelligent Tutoring Systems (pp.\u00a039\u201344). Springer International Publishing.","DOI":"10.1007\/978-3-319-07221-0_5"},{"key":"CIT0003","doi-asserted-by":"publisher","DOI":"10.1007\/s40593-015-0069-5"},{"key":"CIT0004","doi-asserted-by":"crossref","unstructured":"Bosch, N., D'Mello, S., Baker, R., Ocumpaugh, J., Shute, V., Ventura, M.\u2009\u2026\u2009& Zhao, W. (2015). Automatic detection of learning-centered affective states in the wild. Proceedings of the 20th international conference on intelligent user interfaces (pp.\u00a0379\u2013388). ACM.","DOI":"10.1145\/2678025.2701397"},{"key":"CIT0005","doi-asserted-by":"crossref","unstructured":"Bosch, N., D\u2019Mello, S. & Mills, C. (2013). What emotions do novices experience during their first computer programming learning session? International Conference on Artificial Intelligence in Education (pp.\u00a011-20). Berlin, Heidelberg: Springer.","DOI":"10.1007\/978-3-642-39112-5_2"},{"key":"CIT0006","doi-asserted-by":"publisher","DOI":"10.1016\/S0747-5632(99)00036-9"},{"key":"CIT0007","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2008.60"},{"key":"CIT0008","doi-asserted-by":"publisher","DOI":"10.2307\/249008"},{"key":"CIT0009","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2015.12.008"},{"key":"CIT0010","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2014.01.012"},{"key":"CIT0011","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-010-9074-4"},{"key":"CIT0012","doi-asserted-by":"publisher","DOI":"10.1145\/2682899"},{"issue":"3","key":"CIT0013","first-page":"75","volume":"18","author":"Dicheva D.","year":"2015","journal-title":"Educational Technology & Society"},{"key":"CIT0014","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2012.12.020"},{"key":"CIT0015","doi-asserted-by":"crossref","unstructured":"Hamari, J., Koivisto, J. & Sarsa, H. (2014). Does gamification work? \u2013 a literature review of empirical studies on gamification. (HICSS), 2014 47th Hawaii International Conference on System Sciences (pp.\u00a03025\u20133034). IEEE.","DOI":"10.1109\/HICSS.2014.377"},{"key":"CIT0016","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2014.08.019"},{"key":"CIT0017","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2009.10.020"},{"key":"CIT0018","unstructured":"Hooper, D., Coughlan, J. & Mullen, M. (2008). Structural equation modelling: Guidelines for determining model fit. Articles, 2."},{"key":"CIT0019","doi-asserted-by":"crossref","unstructured":"Kapoor, A. & Picard, R. W. (2005). Multimodal affect recognition in learning environments. Proceedings of the 13th annual ACM international conference on Multimedia (pp.\u00a0677\u2013682). ACM.","DOI":"10.1145\/1101149.1101300"},{"key":"CIT0020","doi-asserted-by":"crossref","unstructured":"Kim, Y., Lee, H. & Provost, E. M. (2013). Deep learning for robust feature generation in audiovisual emotion recognition. (ICASSP), 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (pp.\u00a03687\u20133691). IEEE.","DOI":"10.1109\/ICASSP.2013.6638346"},{"key":"CIT0021","volume-title":"The rational unified process made easy: A practitioner's guide to the RUP","author":"Kroll P.","year":"2003"},{"key":"CIT0022","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2010.01.007"},{"key":"CIT0023","doi-asserted-by":"crossref","unstructured":"Lee, D.\u00a0M.\u00a0C., Rodrigo, M.\u00a0M.\u00a0T., d Baker, R. S., Sugay, J. O. & Coronel, A. (2011). Exploring the relationship between novice programmer confusion and achievement. International Conference on Affective Computing and Intelligent Interaction(pp.\u00a0175-184). Berlin, Heidelberg: Springer.","DOI":"10.1007\/978-3-642-24600-5_21"},{"key":"CIT0024","doi-asserted-by":"publisher","DOI":"10.7763\/IJIET.2013.V3.237"},{"issue":"2","key":"CIT0025","first-page":"132","volume":"19","author":"Lin H.\u00a0C.\u00a0K.","year":"2016","journal-title":"Educational Technology & Society"},{"key":"CIT0026","doi-asserted-by":"crossref","unstructured":"Lingenfelser, F., Wagner, J. & Andr\u00e9, E. (2011). A systematic discussion of fusion techniques for multi-modal affect recognition tasks. Proceedings of the 13th international conference on multimodal interfaces (pp.\u00a019\u201326). ACM.","DOI":"10.1145\/2070481.2070487"},{"key":"CIT0027","unstructured":"Monterrat, B., Lavou\u00e9, E. & George, S. (2013). Toward personalised gamification for learning environments. 4th Workshop on Motivational and Affective Aspects in Technology Enhanced Learning (MATEL 2013) in conjunction with EC-TEL 2013."},{"key":"CIT0028","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-2018-7_12"},{"key":"CIT0029","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2014.09.006"},{"key":"CIT0030","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2013.04.030"},{"key":"CIT0031","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2012.06.007"},{"key":"CIT0032","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2011.37"},{"key":"CIT0033","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2008.08.006"},{"key":"CIT0034","doi-asserted-by":"publisher","DOI":"10.1108\/17465660710834453"},{"key":"CIT0035","doi-asserted-by":"crossref","unstructured":"Zatarain-Cabada, R., Barr\u00f3n-Estrada, M. L., Gonz\u00e1lez-Hern\u00e1ndez, F. & Rodriguez-Rangel, H. (2017). Building a Face Expression Recognizer and a Face Expression Database for an Intelligent Tutoring System. (ICALT), 2017 IEEE 17th International Conference on Advanced Learning Technologies (pp.\u00a0391-393). IEEE.","DOI":"10.1109\/ICALT.2017.141"},{"key":"CIT0036","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.52"}],"container-title":["Interactive Learning Environments"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/10494820.2018.1558256","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,12]],"date-time":"2021-05-12T04:32:43Z","timestamp":1620793963000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/10494820.2018.1558256"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,15]]},"references-count":36,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2020,11,16]]}},"alternative-id":["10.1080\/10494820.2018.1558256"],"URL":"https:\/\/doi.org\/10.1080\/10494820.2018.1558256","relation":{},"ISSN":["1049-4820","1744-5191"],"issn-type":[{"value":"1049-4820","type":"print"},{"value":"1744-5191","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,12,15]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=nile20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=nile20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2018-01-15","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2018-12-07","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2018-12-15","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}