{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T08:13:33Z","timestamp":1768551213378,"version":"3.49.0"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319592589","type":"print"},{"value":"9783319592596","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-59259-6_11","type":"book-chapter","created":{"date-parts":[[2017,5,31]],"date-time":"2017-05-31T02:56:53Z","timestamp":1496199413000},"page":"127-139","source":"Crossref","is-referenced-by-count":53,"title":["The SenseEmotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System"],"prefix":"10.1007","author":[{"given":"Maria","family":"Velana","sequence":"first","affiliation":[]},{"given":"Sascha","family":"Gruss","sequence":"additional","affiliation":[]},{"given":"Georg","family":"Layher","sequence":"additional","affiliation":[]},{"given":"Patrick","family":"Thiam","sequence":"additional","affiliation":[]},{"given":"Yan","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Daniel","family":"Schork","sequence":"additional","affiliation":[]},{"given":"Viktor","family":"Kessler","sequence":"additional","affiliation":[]},{"given":"Sascha","family":"Meudt","sequence":"additional","affiliation":[]},{"given":"Heiko","family":"Neumann","sequence":"additional","affiliation":[]},{"given":"Jonghwa","family":"Kim","sequence":"additional","affiliation":[]},{"given":"Friedhelm","family":"Schwenker","sequence":"additional","affiliation":[]},{"given":"Elisabeth","family":"Andr\u00e9","sequence":"additional","affiliation":[]},{"given":"Harald C.","family":"Traue","sequence":"additional","affiliation":[]},{"given":"Steffen","family":"Walter","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,1]]},"reference":[{"issue":"2","key":"11_CR1","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/0167-8760(94)90027-2","volume":"17","author":"FA Boiten","year":"1994","unstructured":"Boiten, F.A., Frijda, N.H., Wientjes, C.J.E.: Emotions and respiratory patterns: review and critical analysis. Int. J. Psychophysiol. Official J. Int. Organ. Psychophysiol. 17(2), 103\u2013128 (1994)","journal-title":"Int. J. Psychophysiol. Official J. Int. Organ. Psychophysiol."},{"key":"11_CR2","doi-asserted-by":"crossref","unstructured":"Bradley, M.M., Codispoti, M., Cuthbert, B.N., Lang, P.J.: Emotion and motivation I: defensive and appetitive reactions in picture processing. Emotion (Washington, D.C.) 1(3), 276\u2013298 (2001)","DOI":"10.1037\/1528-3542.1.3.276"},{"issue":"1","key":"11_CR3","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1016\/0005-7916(94)90063-9","volume":"25","author":"MM Bradley","year":"1994","unstructured":"Bradley, M.M., Lang, P.J.: Measuring emotion: the self-assessment manikin and the semantic differential. J. Behav. Ther. Exp. Psychiatry 25(1), 49\u201359 (1994)","journal-title":"J. Behav. Ther. Exp. Psychiatry"},{"key":"11_CR4","first-page":"51","volume":"3","author":"MK Greenwald","year":"1989","unstructured":"Greenwald, M.K., Cook, E.W., Lang, P.J.: Affective judgment and psychophysiological response: dimensional covariation in the evaluation of pictorial stimuli. J. Psychophysiol. 3, 51\u201364 (1989)","journal-title":"J. Psychophysiol."},{"key":"11_CR5","unstructured":"Gruss, S.: Schmerzerkennung anhand psychophysiologischer Signale mithilfe maschineller Lerner. Dissertation, Universit\u00e4t Ulm (2015)"},{"issue":"10","key":"11_CR6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1371\/journal.pone.0140330","volume":"10","author":"S Gruss","year":"2015","unstructured":"Gruss, S., Treister, R., Werner, P., Traue, H.C., Crawcour, S., Andrade, A., Walter, S.: Pain intensity recognition rates via biopotential feature patterns with support vector machines. PLoS ONE 10(10), 1\u201314 (2015)","journal-title":"PLoS ONE"},{"key":"11_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1007\/978-3-540-24842-2_4","volume-title":"Affective Dialogue Systems","author":"A Haag","year":"2004","unstructured":"Haag, A., Goronzy, S., Schaich, P., Williams, J.: Emotion recognition using bio-sensors: first steps towards an automatic system. In: Andr\u00e9, E., Dybkj\u00e6r, L., Minker, W., Heisterkamp, P. (eds.) ADS 2004. LNCS, vol. 3068, pp. 36\u201348. Springer, Heidelberg (2004). doi: 10.1007\/978-3-540-24842-2_4"},{"key":"11_CR8","doi-asserted-by":"crossref","unstructured":"Hammal, Z., Cohn, J.F.: Automatic detection of pain intensity. In: Proceedings of the 14th ACM International Conference on Multimodal Interaction, ICMI 2012, pp. 47\u201352. ACM, New York (2012)","DOI":"10.1145\/2388676.2388688"},{"key":"11_CR9","unstructured":"Healey, J.: Physiological sensing of emotion. In: Calvo, R., D\u2019Mello, S., Gratch, J., Kappas, A., (eds.) The Oxford Handbook of Affective Computing, pp. 204\u2013216. Oxford University Press, New York (2015)"},{"issue":"3","key":"11_CR10","doi-asserted-by":"crossref","first-page":"266","DOI":"10.1007\/BF00864227","volume":"67","author":"C Jensen","year":"1993","unstructured":"Jensen, C., Vasseljen, O., Westgaard, R.H.: The influence of electrode position on bipolar surface electromyogram recordings of the upper trapezius muscle. Eur. J. Appl. Physiol. 67(3), 266\u2013273 (1993)","journal-title":"Eur. J. Appl. Physiol."},{"issue":"1","key":"11_CR11","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1007\/s12530-016-9158-4","volume":"8","author":"M K\u00e4chele","year":"2017","unstructured":"K\u00e4chele, M., Amirian, M., Thiam, P., Werner, P., Walter, S., Palm, G., Schwenker, F.: Adaptive confidence learning for the personalization of pain intensity estimation systems. Evolving Syst. 8(1), 71\u201383 (2017)","journal-title":"Evolving Syst."},{"key":"11_CR12","doi-asserted-by":"crossref","unstructured":"Kehlet, H.: Acute pain control and accelerated postoperative surgical recovery. Surg. Clin. North Am. 79(2), 431\u2013443 (1999)","DOI":"10.1016\/S0039-6109(05)70390-X"},{"issue":"12","key":"11_CR13","doi-asserted-by":"crossref","first-page":"2067","DOI":"10.1109\/TPAMI.2008.26","volume":"30","author":"J Kim","year":"2008","unstructured":"Kim, J., Andr\u00e9, E.: Emotion recognition based on physiological changes in music listening. IEEE Trans. Pattern Anal. Mach. Intell. 30(12), 2067\u20132083 (2008)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"11_CR14","unstructured":"Lang, P.J.: Behavioral treatment and bio-behavioral assessment: Computer applications. In: Sidowski, J.B., Johnson, J.H., Williams, T.A. (eds.) Technology in Mental Health Care Delivery Systems, pp. 119\u2013137. Ablex Publishing, Norwood (1980)"},{"issue":"5","key":"11_CR15","doi-asserted-by":"crossref","first-page":"372","DOI":"10.1037\/0003-066X.50.5.372","volume":"50","author":"PJ Lang","year":"1995","unstructured":"Lang, P.J.: The emotion probe: studies of motivation and attention. Am. Psychol. 50(5), 372\u201385 (1995)","journal-title":"Am. Psychol."},{"key":"11_CR16","unstructured":"Lang, P.J., Bradley, M.M., Cuthbert, B.N.: International affective picture system (IAPS): Affective ratings of pictures and instruction manual. Technical report A-8, University of Florida, Gainesville, FL (2008)"},{"issue":"3","key":"11_CR17","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1111\/j.1469-8986.1993.tb03352.x","volume":"30","author":"PJ Lang","year":"1993","unstructured":"Lang, P.J., Greenwald, M.K., Bradley, M.M., Hamm, A.O.: Looking at pictures: affective, facial, visceral, and behavioral reactions. Psychophysiology 30(3), 261\u2013273 (1993)","journal-title":"Psychophysiology"},{"key":"11_CR18","doi-asserted-by":"crossref","unstructured":"Lautenbacher, S.: Schmerzmessung. In: Basler, H.D., Franz, C., Kr\u00f6ner-Herwig, B., Rehfisch, H.P. (eds.) Psychologische Schmerztherapie, pp. 271\u2013288. Springer, Berlin (2004)","DOI":"10.1007\/978-3-662-09587-4_15"},{"issue":"3","key":"11_CR19","doi-asserted-by":"crossref","first-page":"248","DOI":"10.1007\/s00482-016-0105-x","volume":"30","author":"K Limbrecht-Ecklundt","year":"2016","unstructured":"Limbrecht-Ecklundt, K., Werner, P., Traue, H.C., Walter, S.: Mimische Aktivit\u00e4t differenzierter Schmerzintensit\u00e4ten. Korrelation der Merkmale von Facial Action Coding System und Elektromyografie. Der. Schmerz 30(3), 248\u2013256 (2016)","journal-title":"Schmerz"},{"issue":"7093","key":"11_CR20","doi-asserted-by":"crossref","first-page":"1531","DOI":"10.1136\/bmj.314.7093.1531","volume":"314","author":"H McQuay","year":"1997","unstructured":"McQuay, H., Moore, A., Justins, D.: Treating acute pain in hospital. Br. Med. J. 314(7093), 1531\u20131535 (1997)","journal-title":"Br. Med. J."},{"issue":"1","key":"11_CR21","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1097\/00006842-200101000-00010","volume":"63","author":"MW Meagher","year":"2001","unstructured":"Meagher, M.W., Arnau, R.C., Rhudy, J.L.: Pain and emotion: effects of affective picture modulation. Psychosom. Med. 63(1), 79\u201390 (2001)","journal-title":"Psychosom. Med."},{"key":"11_CR22","unstructured":"Medoc advanced medical systems (2009)"},{"issue":"5","key":"11_CR23","doi-asserted-by":"crossref","first-page":"579","DOI":"10.1111\/j.1469-8986.2005.00313.x","volume":"42","author":"JL Rhudy","year":"2005","unstructured":"Rhudy, J.L., Williams, A.E., McCabe, K.M., Nguyen, M.A., Rambo, P.: Affective modulation of nociception at spinal and supraspinal levels. Psychophysiology 42(5), 579\u2013587 (2005)","journal-title":"Psychophysiology"},{"key":"11_CR24","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-908517-12-8","volume-title":"Handbook of Pain Management","author":"M Serpell","year":"2008","unstructured":"Serpell, M.: Handbook of Pain Management. Springer, New York (2008)"},{"issue":"1","key":"11_CR25","first-page":"1","volume":"11","author":"JW Tan","year":"2016","unstructured":"Tan, J.W., Andrade, A.O., Li, H., Walter, S., Hrabal, D., Rukavina, S., Limbrecht-Ecklundt, K., Hoffman, H., Traue, H.C.: Recognition of intensive valence and arousal affective states via facial electromyographic activity in young and senior adults. PLoS ONE 11(1), 1\u201314 (2016)","journal-title":"PLoS ONE"},{"key":"11_CR26","doi-asserted-by":"crossref","unstructured":"Wagner, J., Lingenfelser, F., Baur, T., Damian, I., Kistler, F., Andr\u00e9, E.: The social signal interpretation (SSI) framework: multimodal signal processing and recognition in real-time. In Proceedings of the 21st ACM International Conference on Multimedia - MM 2013, pp. 831\u2013834. ACM Press, New York (2013)","DOI":"10.1145\/2502081.2502223"},{"key":"11_CR27","doi-asserted-by":"crossref","unstructured":"Walter, S., Gruss, S., Ehleiter, H., Tan, J., Traue, H.C., Crawcour, S., Werner, P., Al-Hamadi, A., Andrade, A.O., Moreira da Silva, G.: The BioVid heat pain database - data for the advancement and systematic validation of an automated pain recognition system. In: 2013 IEEE International Conference on Cybernetics (CYBCONF), pp. 128\u2013131. IEEE, June 2013","DOI":"10.1109\/CYBConf.2013.6617456"},{"issue":"3","key":"11_CR28","doi-asserted-by":"crossref","first-page":"363","DOI":"10.3922\/j.psns.2014.041","volume":"7","author":"S Walter","year":"2014","unstructured":"Walter, S., Gruss, S., Limbrecht-Ecklundt, K., Traue, H.C., Werner, P., Al-Hamadi, A., Diniz, N., Moreira, G., Andrade, A.O.: Automatic pain quantification using autonomic parameters. Psychol. Neurosci. 7(3), 363\u2013380 (2014)","journal-title":"Psychol. Neurosci."},{"key":"11_CR29","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/TAFFC.2016.2537327","volume":"99","author":"P Werner","year":"2016","unstructured":"Werner, P., Al-Hamadi, A., Limbrecht-Ecklundt, K., Walter, S., Gruss, S., Traue, H.C.: Automatic pain assessment with facial activity descriptors. IEEE Trans. Affect. Comput. 99, 1\u201314 (2016)","journal-title":"IEEE Trans. Affect. Comput."},{"issue":"Suppl. 1\/11","key":"11_CR30","first-page":"77","volume":"39","author":"M Wessa","year":"2010","unstructured":"Wessa, M., Kanske, P., Neumeister, P., Bode, K., Heissler, J., Sch\u00f6nfelder, S.: EmoPics: Subjektive und psychophysiologische Evaluation neuen Bildmaterials f\u00fcr die klinisch-bio-psychologische Forschung. Zeitschrift f\u00fcr Klinische Psychologie und Psychotherapie 39(Suppl. 1\/11), 77 (2010)","journal-title":"Zeitschrift f\u00fcr Klinische Psychologie und Psychotherapie"},{"issue":"4","key":"11_CR31","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1002\/nur.4770130405","volume":"13","author":"ME Wewers","year":"1990","unstructured":"Wewers, M.E., Lowe, N.K.: A critical review of visual analogue scales in the measurement of clinical phenomena. Res. Nurs. Health 13(4), 227\u2013236 (1990)","journal-title":"Res. Nurs. Health"},{"issue":"3","key":"11_CR32","first-page":"1","volume":"6","author":"SMG Zwakhalen","year":"2006","unstructured":"Zwakhalen, S.M.G., Hamers, J.P.H., Abu-Saad, H.H., Berger, M.P.F.: Pain in elderly people with severe dementia: a systematic review of behavioural pain assessment tools. BMC Geriatr. 6(3), 1\u201315 (2006)","journal-title":"BMC Geriatr."}],"container-title":["Lecture Notes in Computer Science","Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-59259-6_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,24]],"date-time":"2024-06-24T12:45:44Z","timestamp":1719233144000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-59259-6_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319592589","9783319592596"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-59259-6_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]}}}