{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T16:13:16Z","timestamp":1725466396077},"publisher-location":"Berlin, Heidelberg","reference-count":9,"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_77","type":"book-chapter","created":{"date-parts":[[2012,5,29]],"date-time":"2012-05-29T07:13:05Z","timestamp":1338275585000},"page":"582-584","source":"Crossref","is-referenced-by-count":0,"title":["Semi-Supervised Classification of Realtime Physiological Sensor Datastreams for Student Affect Assessment in Intelligent Tutoring"],"prefix":"10.1007","author":[{"given":"Keith W.","family":"Brawner","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert","family":"Sottilare","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Avelino","family":"Gonzalez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"77_CR1","series-title":"SCI","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1007\/978-3-642-14363-2_16","volume-title":"Advances in Intelligent Tutoring Systems","author":"R.S.J.d. Baker","year":"2010","unstructured":"Baker, R.S.J.d.: Mining Data for Student Models. In: Nkambou, R., Bourdeau, J., Mizoguchi, R. (eds.) Advances in Intelligent Tutoring Systems. SCI, vol.\u00a0308, pp. 323\u2013337. Springer, Heidelberg (2010)"},{"issue":"2","key":"77_CR2","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1007\/s11257-010-9074-4","volume":"20","author":"S.K. D\u2019Mello","year":"2010","unstructured":"D\u2019Mello, S.K., Graesser, A.C.: Multimodal semi-automated affect detection from conversational cues, gross body language, and facial features. User Model. User-Adapt. Interact.\u00a020(2), 147\u2013187 (2010)","journal-title":"User Model. User-Adapt. Interact."},{"key":"77_CR3","unstructured":"Bersak, D., McDarby, G., Augenblick, N., McDarby, P., McDonnell, D., McDonal, B., Karkun, R.: Biofeedback using an Immersive Competitive Environment. In: Online Proceedings for the Designing Ubiquitous Computing Games Workshop, Ubicomp 2001 (2001)"},{"key":"77_CR4","unstructured":"Scandura, J.: What TutorIT Can Do Better Than a Human and Why: Now and in the Future. In: Tech., Inst., Cognition and Learning, vol.\u00a08, pp. 175\u2013227. Old City Publishing (2011)"},{"issue":"6","key":"77_CR5","doi-asserted-by":"crossref","first-page":"4","DOI":"10.3102\/0013189X013006004","volume":"13","author":"B.S. Bloom","year":"1984","unstructured":"Bloom, B.S.: The 2 sigma problem. The search for methods of group instruction as effective as one-to-one tutoring. Educational Researcher\u00a013(6), 4\u201316 (1984)","journal-title":"Educational Researcher"},{"key":"77_CR6","first-page":"710","volume-title":"Proceedings of the 7th WSEAS International Conference on Applied Computer & Applied Computational Science (ACACOS 2008)","author":"E. Verd\u00fa","year":"2008","unstructured":"Verd\u00fa, E., Regueras, L.M., Verd\u00fa, M.J., De Castro, J.P., P\u00e9rez, M.A.: Is Adaptive Learning Effective? A Review of the Research. In: Qing, L., Chen, S.Y., Xu, A., Li, M. (eds.) Proceedings of the 7th WSEAS International Conference on Applied Computer & Applied Computational Science (ACACOS 2008), pp. 710\u2013715. WSEAS Press, Stevens Point (2008)"},{"key":"77_CR7","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1504\/IJLT.2009.028804","volume":"4","author":"B. Woolf","year":"2009","unstructured":"Woolf, B., Burleson, W., Arroyo, I., Dragon, T., Cooper, D., Picard, R.: Affect-Aware Tutors: Recognizing and Responding to Student Affect. International Journal of Learning Technology\u00a04, 129\u2013164 (2009)","journal-title":"International Journal of Learning Technology"},{"key":"77_CR8","unstructured":"Carroll, M., Kokini, C., Champney, R., Sottilare, R., Goldberg, B.: Modeling Trainee Affective and Cognitive State Using Low Cost Sensors. In: Proceedings of the Interservice\/Industry Training, Simulation, and Education Conference (I\/ITSEC), Orlando, FL (November 2011)"},{"key":"77_CR9","unstructured":"Brawner, K., Gonzalez, A.: Realtime Clustering of Unlabeled Sensory Data for User State Assessment. In: Proceedings of International Defense & Homeland Security Simulation Workshop of the I3M Conference, Rome, Italy (September 2011)"}],"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_77.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,4]],"date-time":"2021-05-04T11:35:32Z","timestamp":1620128132000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-30950-2_77"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642309496","9783642309502"],"references-count":9,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-30950-2_77","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}