{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T06:57:01Z","timestamp":1743145021541,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642036965"},{"type":"electronic","value":"9783642036972"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-3-642-03697-2_3","type":"book-chapter","created":{"date-parts":[[2010,3,24]],"date-time":"2010-03-24T15:30:28Z","timestamp":1269444628000},"page":"24-34","source":"Crossref","is-referenced-by-count":3,"title":["Attentiveness Detection Using Continuous Restricted Boltzmann Machine in E-Learning Environment"],"prefix":"10.1007","author":[{"given":"Jiaji","family":"Zhou","sequence":"first","affiliation":[]},{"given":"Heng","family":"Luo","sequence":"additional","affiliation":[]},{"given":"Quanfeng","family":"Luo","sequence":"additional","affiliation":[]},{"given":"Liping","family":"Shen","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"1","key":"3_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1006\/ccog.1998.0372","volume":"8","author":"S. Grossberg","year":"1999","unstructured":"Grossberg, S.: The link between brain learning, attention, and consciousness. Consciousness and Cognition\u00a08(1), 1\u201344 (1999)","journal-title":"Consciousness and Cognition"},{"issue":"12","key":"3_CR2","doi-asserted-by":"publisher","first-page":"1424","DOI":"10.1109\/34.895976","volume":"22","author":"M. Pantic","year":"2000","unstructured":"Pantic, M., Rothkrantz, L.J.: Automatic analysis of facial expressions: The state of the art. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a022(12), 1424\u20131445 (2000)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"1-2","key":"3_CR3","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/S0167-6393(02)00071-7","volume":"40","author":"R. Cowie","year":"2003","unstructured":"Cowie, R., Cornelius, R.R.: Describing the emotional states that are expressed in speech. Speech Communication\u00a040(1-2), 5\u201332 (2003)","journal-title":"Speech Communication"},{"key":"3_CR4","doi-asserted-by":"crossref","unstructured":"Picard, R.W., Vyzas, E., Healey, J.: Toward machine emotional intelligence: Analysis of affective physiological state. Pattern Analysis and Machine Intelligence (2001)","DOI":"10.1109\/34.954607"},{"key":"3_CR5","unstructured":"Picard, R.W.: Toward agents that recognize emotion. In: Proceedings IMAGINA (1998)"},{"key":"3_CR6","doi-asserted-by":"crossref","unstructured":"Heraz, A., Razaki, R., Frasson, C.: Using machine learning to predict learner emotional state from brainwaves. In: Proceedings ICALT (2008)","DOI":"10.1109\/ICALT.2007.277"},{"key":"3_CR7","unstructured":"Picard, R.W., Scheirer, J.: The galvactivator: A glove that senses and communicates skin conductivity. In: 9th International Conference on Human-Computer Interaction, New Orleans, August 2001, pp. 1538\u20131542 (2001)"},{"issue":"3","key":"3_CR8","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1049\/ip-vis:20030362","volume":"150","author":"H. Chen","year":"2003","unstructured":"Chen, H., Murray, A.: Continuous restricted boltzmann machine with an implementable training algorithm. IEE Proceedings-Vision Image and Signal Processing\u00a0150(3), 153\u2013158 (2003)","journal-title":"IEE Proceedings-Vision Image and Signal Processing"},{"key":"3_CR9","doi-asserted-by":"crossref","unstructured":"Lu, C., Zhou, J., Shen, L., Shen, R.: Techniques for enhancing pervasive learning in standard natural classroom. In: Hybrid Learning and Education - First International Conference, pp. 202\u2013212 (2008)","DOI":"10.1007\/978-3-540-85170-7_18"},{"key":"3_CR10","doi-asserted-by":"crossref","unstructured":"Haag, A., Goronzy, S., Schaich, P., Williams, J.: Emotion recognition using bio-sensors: First steps towards an automatic system. Affective Dialogue Systems, 36\u201348 (2004)","DOI":"10.1007\/978-3-540-24842-2_4"},{"key":"3_CR11","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines (2001), \n                      http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm"},{"key":"3_CR12","doi-asserted-by":"crossref","unstructured":"Hinton, G.E., Salakhudinov, R.R.: Reducing the dimensionality of data with neural networks. Science (2006)","DOI":"10.1126\/science.1127647"},{"key":"3_CR13","unstructured":"Smolensky, P.: Information processing in dynamical systems: foundations of harmony theory, 194\u2013281 (1986)"},{"issue":"8","key":"3_CR14","doi-asserted-by":"publisher","first-page":"1771","DOI":"10.1162\/089976602760128018","volume":"14","author":"G.E. Hinton","year":"2002","unstructured":"Hinton, G.E.: Training products of experts by minimizing contrastive divergence. Neural Comput.\u00a014(8), 1771\u20131800 (2002)","journal-title":"Neural Comput."}],"container-title":["Lecture Notes in Computer Science","Hybrid Learning and Education"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-03697-2_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,8]],"date-time":"2024-05-08T05:08:09Z","timestamp":1715144889000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-642-03697-2_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642036965","9783642036972"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-03697-2_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}