{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T08:27:20Z","timestamp":1742977640063,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030235598"},{"type":"electronic","value":"9783030235604"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-23560-4_33","type":"book-chapter","created":{"date-parts":[[2019,7,9]],"date-time":"2019-07-09T23:03:41Z","timestamp":1562713421000},"page":"445-464","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Visualizing Student Interactions to Support Instructors in Virtual Learning Environments"],"prefix":"10.1007","author":[{"given":"Andr\u00e9 Luiz","family":"de Brand\u00e3o Damasceno","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dalai","family":"dos Santos Ribeiro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simone Diniz Junqueira","family":"Barbosa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,7,3]]},"reference":[{"issue":"70","key":"33_CR1","first-page":"17","volume":"16","author":"T Saraiva","year":"1996","unstructured":"Saraiva, T.: Educa\u00e7\u00e3o a dist\u00e2ncia no Brasil: li\u00e7\u00f5es da hist\u00f3ria. Em Aberto 16(70), 17\u201327 (1996). http:\/\/emaberto.inep.gov.br\/index.php\/emaberto\/article\/view\/2076","journal-title":"Em Aberto"},{"issue":"4","key":"33_CR2","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1145\/2500876","volume":"57","author":"DT Seaton","year":"2014","unstructured":"Seaton, D.T., Bergner, Y., Chuang, I., Mitros, P., Pritchard, D.E.: Who does what in a massive open online course? Commun. ACM 57(4), 58\u201365 (2014). https:\/\/doi.org\/10.1145\/2500876","journal-title":"Commun. ACM"},{"key":"33_CR3","unstructured":"de Brand\u00e3o Damasceno, A.L., dos Santos Ribeiro, D., Colcher, S., Barbosa, S.D.J.: Entrevistas e mapeamento sistem\u00e1tico sobre an\u00e1lise de logs de intera\u00e7\u00e3o de alunos em ambientes virtuais de aprendizagem. In: Monografias em Ci\u00eancia da Computa\u00e7\u00e3o, MCC 08\/2018, Departamento de Inform\u00e1tica, PUC-Rio (2018). ftp:\/\/ftp.inf.puc-rio.br\/pub\/docs\/techreports\/18_08_damasceno.pdf"},{"issue":"6","key":"33_CR4","doi-asserted-by":"publisher","first-page":"601","DOI":"10.1109\/TSMCC.2010.2053532","volume":"40","author":"C Romero","year":"2010","unstructured":"Romero, C., Ventura, S.: Educational data mining: a review of the state of the art. IEEE Trans. Syst. Man Cybern. Part C (Appl. Rev.) 40(6), 601\u2013618 (2010). https:\/\/doi.org\/10.1109\/TSMCC.2010.2053532","journal-title":"IEEE Trans. Syst. Man Cybern. Part C (Appl. Rev.)"},{"key":"33_CR5","doi-asserted-by":"publisher","first-page":"15991","DOI":"10.1109\/ACCESS.2017.2654247","volume":"5","author":"A Dutt","year":"2017","unstructured":"Dutt, A., Ismail, M.A., Herawan, T.: A systematic review on educational data mining. IEEE Access 5, 15991\u201316005 (2017). https:\/\/doi.org\/10.1109\/ACCESS.2017.2654247","journal-title":"IEEE Access"},{"key":"33_CR6","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1016\/j.chb.2014.11.028","volume":"47","author":"J Cruz-Benito","year":"2015","unstructured":"Cruz-Benito, J., Ther\u00f3n, R., Garc\u00eda-Pe\u00f1alvo, F.J., Pizarro Lucas, E.: Discovering usage behaviors and engagement in an Educational Virtual World. Comput. Hum. Behav. 47, 18\u201325 (2015). https:\/\/doi.org\/10.1016\/j.chb.2014.11.028","journal-title":"Comput. Hum. Behav."},{"key":"33_CR7","doi-asserted-by":"publisher","unstructured":"Samson, P.: Can student engagement be measured? And, if so, does it matter? In: IEEE Frontiers in Education Conference (FIE), pp. 1\u20134. IEEE. https:\/\/doi.org\/10.1109\/FIE.2015.7344077 (2015)","DOI":"10.1109\/FIE.2015.7344077"},{"key":"33_CR8","doi-asserted-by":"publisher","unstructured":"Bote-Lorenzo, M., G\u00f3mez-S\u00e1nchez, E.: Predicting the decrease of engagement indicators in a MOOC. In: Proceedings of the Seventh International Learning Analytics and Knowledge Conference on - LAK 2017, pp. 143\u2013147. ACM, New York (2017). https:\/\/doi.org\/10.1145\/3027385.3027387","DOI":"10.1145\/3027385.3027387"},{"key":"33_CR9","doi-asserted-by":"publisher","unstructured":"Guo, P., Reinecke, K.: Demographic differences in how students navigate through MOOCs. In: Proceedings of the First ACM Conference on Learning @ Scale Conference - L@S 2014, pp. 21\u201330. ACM Press, New York (2014). https:\/\/doi.org\/10.1145\/2556325.2566247","DOI":"10.1145\/2556325.2566247"},{"key":"33_CR10","doi-asserted-by":"publisher","unstructured":"Park, J., Denaro, K., Rodriguez, F., Smyth, P., Warschauer, M.: Detecting changes in student behavior from clickstream data. In: Proceedings of the Seventh International Learning Analytics and Knowledge Conference on - LAK 2017, pp. 21\u201330. ACM, New York (2017). https:\/\/doi.org\/10.1145\/3027385.3027430","DOI":"10.1145\/3027385.3027430"},{"key":"33_CR11","doi-asserted-by":"publisher","unstructured":"Shi, Y., Peng, Z., Wang, H.: Modeling student learning styles in MOOCs. In: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management - CIKM 2017, pp. 979\u2013988. ACM, New York (2017). https:\/\/doi.org\/10.1145\/3132847.3132965","DOI":"10.1145\/3132847.3132965"},{"key":"33_CR12","doi-asserted-by":"publisher","unstructured":"Amar, R., Eagan, J., Stasko, J.: Low-level components of analytic activity in information visualization. In: IEEE Symposium on Information Visualization (2005). https:\/\/doi.org\/10.1109\/INFOVIS.2005.24","DOI":"10.1109\/INFOVIS.2005.24"},{"key":"33_CR13","volume-title":"Advanced Presentations By Design: Creating Communication That Drives Action","author":"A Abela","year":"2008","unstructured":"Abela, A.: Advanced Presentations By Design: Creating Communication That Drives Action. Wiley, Hoboken (2008)"},{"key":"33_CR14","volume-title":"Data Visualization: A Successful Design Process","author":"A Kirk","year":"2012","unstructured":"Kirk, A.: Data Visualization: A Successful Design Process. Packt Publishing Ltd., Birmingham (2012)"},{"key":"33_CR15","doi-asserted-by":"publisher","DOI":"10.1201\/b17511","volume-title":"Visualization Analysis and Design","author":"T Munzner","year":"2014","unstructured":"Munzner, T.: Visualization Analysis and Design. CRC Press, Boca Raton (2014)"},{"issue":"3","key":"33_CR16","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1023\/A:1011368926479","volume":"4","author":"K Cox","year":"2001","unstructured":"Cox, K., Grinter, R.E., Hibino, S.L., Jagadeesan, L.J., Mantilla, D.: A multi-modal natural language interface to an information visualization environment. Int. J. Speech Technol. 4(3), 297\u2013314 (2001). https:\/\/doi.org\/10.1023\/A:1011368926479","journal-title":"Int. J. Speech Technol."}],"container-title":["Lecture Notes in Computer Science","Universal Access in Human-Computer Interaction. Theory, Methods and Tools"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-23560-4_33","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,19]],"date-time":"2023-07-19T00:50:44Z","timestamp":1689727844000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-23560-4_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030235598","9783030235604"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-23560-4_33","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"3 July 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HCII","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Orlando, FL","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 July 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 July 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2019.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}