{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T16:12:40Z","timestamp":1725466360909},"publisher-location":"Berlin, Heidelberg","reference-count":8,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642309496"},{"type":"electronic","value":"9783642309502"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-30950-2_7","type":"book-chapter","created":{"date-parts":[[2012,5,29]],"date-time":"2012-05-29T07:13:05Z","timestamp":1338275585000},"page":"52-58","source":"Crossref","is-referenced-by-count":8,"title":["Toward a Machine Learning Framework for Understanding Affective Tutorial Interaction"],"prefix":"10.1007","author":[{"given":"Joseph F.","family":"Grafsgaard","sequence":"first","affiliation":[]},{"given":"Kristy Elizabeth","family":"Boyer","sequence":"additional","affiliation":[]},{"given":"James C.","family":"Lester","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"7_CR1","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1007\/978-1-4419-9625-1_19","volume-title":"New Perspectives on Affect and Learning Technologies","author":"S.K. D\u2019Mello","year":"2011","unstructured":"D\u2019Mello, S.K., Calvo, R.A.: Significant Accomplishments, New Challenges, and New Perspectives. In: Calvo, R.A., D\u2019Mello, S.K. (eds.) New Perspectives on Affect and Learning Technologies, pp. 255\u2013271. Springer, New York (2011)"},{"key":"7_CR2","unstructured":"D\u2019Mello, S.K., Lehman, B., Person, N.: Monitoring Affect States During Effortful Problem Solving Activities. International Journal of Artificial Intelligence in Education\u00a020 (2010)"},{"key":"7_CR3","unstructured":"D\u2019Mello, S.K., Graesser, A.: Modeling Cognitive-Affective Dynamics with Hidden Markov Models. In: Proceedings of the 32nd Annual Cognitive Science Society, pp. 2721\u20132726 (2010)"},{"key":"7_CR4","unstructured":"Johns, J., Woolf, B.: A Dynamic Mixture Model to Detect Student Motivation and Proficiency. In: Proceedings of the 21st National Conference on Artificial Intelligence, pp. 163\u2013168 (2006)"},{"key":"7_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/978-3-642-24600-5_13","volume-title":"Affective Computing and Intelligent Interaction","author":"J.F. Grafsgaard","year":"2011","unstructured":"Grafsgaard, J.F., Boyer, K.E., Lester, J.C.: Predicting Facial Indicators of Confusion with Hidden Markov Models. In: D\u2019Mello, S., Graesser, A., Schuller, B., Martin, J.-C. (eds.) ACII 2011, Part I. LNCS, vol.\u00a06974, pp. 97\u2013106. Springer, Heidelberg (2011)"},{"key":"7_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1007\/978-3-642-13388-6_10","volume-title":"Intelligent Tutoring Systems","author":"K.E. Boyer","year":"2010","unstructured":"Boyer, K.E., Phillips, R., Ingram, A., Ha, E.Y., Wallis, M., Vouk, M., Lester, J.: Characterizing the Effectiveness of Tutorial Dialogue with Hidden Markov Models. In: Aleven, V., Kay, J., Mostow, J. (eds.) ITS 2010. LNCS, vol.\u00a06094, pp. 55\u201364. Springer, Heidelberg (2010)"},{"key":"7_CR7","unstructured":"Ekman, P., Friesen, W.V., Hager, J.C.: Facial Action Coding System. A Human Face, Salt Lake City, USA (2002)"},{"key":"7_CR8","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1109\/5.18626","volume":"77","author":"L.R. Rabiner","year":"1989","unstructured":"Rabiner, L.R.: A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition. Proceedings of the IEEE\u00a077, 257\u2013286 (1989)","journal-title":"Proceedings of the IEEE"}],"container-title":["Lecture Notes in Computer Science","Intelligent Tutoring Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-30950-2_7.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,4]],"date-time":"2021-05-04T11:35:28Z","timestamp":1620128128000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-30950-2_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642309496","9783642309502"],"references-count":8,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-30950-2_7","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}