{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T07:06:12Z","timestamp":1760425572148,"version":"3.37.3"},"reference-count":44,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2017,8,17]],"date-time":"2017-08-17T00:00:00Z","timestamp":1502928000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100002347","name":"Bundesministerium f\u00fcr Bildung und Forschung","doi-asserted-by":"publisher","award":["16SV7270"],"award-info":[{"award-number":["16SV7270"]}],"id":[{"id":"10.13039\/501100002347","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["K\u00fcnstl Intell"],"published-print":{"date-parts":[[2017,11]]},"DOI":"10.1007\/s13218-017-0502-z","type":"journal-article","created":{"date-parts":[[2017,8,17]],"date-time":"2017-08-17T07:26:59Z","timestamp":1502954819000},"page":"339-348","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Automatic Detection of Visual Search for the Elderly using Eye and Head Tracking Data"],"prefix":"10.1007","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7986-6744","authenticated-orcid":false,"given":"Michael","family":"Dietz","sequence":"first","affiliation":[]},{"given":"Daniel","family":"Schork","sequence":"additional","affiliation":[]},{"given":"Ionut","family":"Damian","sequence":"additional","affiliation":[]},{"given":"Anika","family":"Steinert","sequence":"additional","affiliation":[]},{"given":"Marten","family":"Haesner","sequence":"additional","affiliation":[]},{"given":"Elisabeth","family":"Andr\u00e9","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,8,17]]},"reference":[{"key":"502_CR1","doi-asserted-by":"crossref","unstructured":"Altun K, Barshan B (2010) Human activity recognition using inertial\/magnetic sensor units. In: Proc. Human-behavior understanding. Lecture Notes in Computer Science, vol 6219. Springer, pp 38\u201351","DOI":"10.1007\/978-3-642-14715-9_5"},{"key":"502_CR2","doi-asserted-by":"crossref","unstructured":"Bao L, Intille SS (2004) Activity recognition from user-annotated acceleration data. In: Proc. Pervasive computing. Lecture Notes in Computer Science, vol 3001. Springer, pp 1\u201317","DOI":"10.1007\/978-3-540-24646-6_1"},{"issue":"2","key":"502_CR3","doi-asserted-by":"crossref","first-page":"276","DOI":"10.1037\/0033-2909.91.2.276","volume":"91","author":"J Beatty","year":"1982","unstructured":"Beatty J (1982) Task-evoked pupillary responses, processing load, and the structure of processing resources. Psychol Bull 91(2):276","journal-title":"Psychol Bull"},{"key":"502_CR4","doi-asserted-by":"crossref","unstructured":"Bixler R, D\u2019Mello S (2014) Toward fully automated person-independent detection of mind wandering. In: Proc. User modeling, adaptation, and personalization. Lecture Notes in Computer Science, vol 8538. Springer, pp 37\u201348","DOI":"10.1007\/978-3-319-08786-3_4"},{"issue":"4","key":"502_CR5","doi-asserted-by":"crossref","first-page":"741","DOI":"10.1109\/TPAMI.2010.86","volume":"33","author":"A Bulling","year":"2011","unstructured":"Bulling A, Ward JA, Gellersen H, Troster G (2011) Eye movement analysis for activity recognition using electrooculography. IEEE Trans Pattern Anal Mach intell 33(4):741\u2013753","journal-title":"IEEE Trans Pattern Anal Mach intell"},{"key":"502_CR6","volume-title":"How people look at pictures: a study of the psychology and perception in art","author":"GT Buswell","year":"1935","unstructured":"Buswell GT (1935) How people look at pictures: a study of the psychology and perception in art. University of Chicago Press, Chicago"},{"issue":"3","key":"502_CR7","doi-asserted-by":"crossref","first-page":"6.115","DOI":"10.1167\/9.3.6","volume":"9","author":"MS Castelhano","year":"2009","unstructured":"Castelhano MS, Mack ML, Henderson JM (2009) Viewing task influences eye movement control during active scene perception. J Vis 9(3):6.115","journal-title":"J Vis"},{"issue":"2","key":"502_CR8","doi-asserted-by":"crossref","first-page":"849","DOI":"10.1016\/j.amc.2008.05.099","volume":"205","author":"YP Chen","year":"2008","unstructured":"Chen YP, Yang JY, Liou SN, Lee GY, Wang JS (2008) Online classifier construction algorithm for human activity detection using a tri-axial accelerometer. Appl Math Comput 205(2):849\u2013860","journal-title":"Appl Math Comput"},{"issue":"3","key":"502_CR9","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1167\/14.3.11","volume":"14","author":"MI Coco","year":"2014","unstructured":"Coco MI, Keller F (2014) Classification of visual and linguistic tasks using eye-movement features. J Vis 14(3):11","journal-title":"J Vis"},{"key":"502_CR10","doi-asserted-by":"crossref","unstructured":"Damian I, Baur T, Andr\u00e9 E (2016) Measuring the impact of behavioural feedback loops on social interactions. In: Proc. ICMI. ACM, pp 201\u2013208","DOI":"10.1145\/2993148.2993174"},{"key":"502_CR11","doi-asserted-by":"crossref","unstructured":"Damian I, Dietz M, Gaibler F, Andr\u00e9 E (2016) Social signal processing for dummies. In: Proc. ICMI. ACM, pp 394\u2013395","DOI":"10.1145\/2993148.2998527"},{"key":"502_CR12","doi-asserted-by":"crossref","unstructured":"Dietz M, Garf ME, Damian I, Andr\u00e9 E (2016) Exploring eye-tracking-driven sonification for the visually impaired. In: Proc. AH. ACM, pp. 5:1\u20135:8","DOI":"10.1145\/2875194.2875208"},{"key":"502_CR13","doi-asserted-by":"crossref","unstructured":"Dietz M, Schork D, Andr\u00e9 E (2016) Exploring eye-tracking-based detection of visual search for elderly people. In: Proc. IE. IEEE, pp. 151\u2013154","DOI":"10.1109\/IE.2016.32"},{"key":"502_CR14","doi-asserted-by":"crossref","unstructured":"Findlay JM, Gilchrist ID (1998) Eye guidance and visual search. In: Eye guidance in reading and scene perception. Elsevier, pp 295\u2013312","DOI":"10.1016\/B978-008043361-5\/50014-6"},{"key":"502_CR15","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.visres.2012.03.019","volume":"62","author":"MR Greene","year":"2012","unstructured":"Greene MR, Liu T, Wolfe JM (2012) Reconsidering yarbus: a failure to predict observers\u2019 task from eye movement patterns. Vis Res 62:1\u20138","journal-title":"Vis Res"},{"issue":"3","key":"502_CR16","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1167\/13.3.29","volume":"13","author":"A Haji-Abolhassani","year":"2013","unstructured":"Haji-Abolhassani A, Clark JJ (2013) A computational model for task inference in visual search. J Vis 13(3):29","journal-title":"J Vis"},{"key":"502_CR17","doi-asserted-by":"crossref","unstructured":"Hanai Y, Nishimura J, Kuroda T (2009) Haar-like filtering for human activity recognition using 3d accelerometer. In: 13th Digital Signal Processing Workshop. IEEE, pp 675\u2013678","DOI":"10.1109\/DSP.2009.4786008"},{"key":"502_CR18","doi-asserted-by":"crossref","unstructured":"He Z, Jin L (2009) Activity recognition from acceleration data based on discrete consine transform and svm. In: Proc. SMC. IEEE, pp 5041\u20135044","DOI":"10.1109\/ICSMC.2009.5346042"},{"issue":"5","key":"502_CR19","doi-asserted-by":"crossref","first-page":"e64,937","DOI":"10.1371\/journal.pone.0064937","volume":"8","author":"JM Henderson","year":"2013","unstructured":"Henderson JM, Shinkareva SV, Wang J, Luke SG, Olejarczyk J (2013) Predicting cognitive state from eye movements. PloS One 8(5):e64,937","journal-title":"PloS One"},{"key":"502_CR20","doi-asserted-by":"crossref","unstructured":"Huynh T, Schiele B (2005) Analyzing features for activity recognition. In: Proc. Smart objects and ambient intelligence. ACM, pp 159\u2013163","DOI":"10.1145\/1107548.1107591"},{"key":"502_CR21","doi-asserted-by":"crossref","unstructured":"K\u00e4chele M, Werner P, Al-Hamadi A, Palm G, Walter S, Schwenker F (2015) Bio-visual fusion for person-independent recognition of pain intensity. In: Proc. Multiple classifier systems.\u00a0Lecture Notes in Computer Science, vol 9132. Springer, pp 220\u2013230","DOI":"10.1007\/978-3-319-20248-8_19"},{"key":"502_CR22","doi-asserted-by":"crossref","unstructured":"Khan AM, Lee YK, Lee SY (2010) Accelerometer\u2019s position free human activity recognition using a hierarchical recognition model. In: Proc. Healthcom. IEEE, pp 296\u2013301","DOI":"10.1109\/HEALTH.2010.5556553"},{"issue":"5","key":"502_CR23","first-page":"1166","volume":"14","author":"AM Khan","year":"2010","unstructured":"Khan AM, Lee YK, Lee SY, Kim TS (2010) A triaxial accelerometer-based physical-activity recognition via augmented-signal features and a hierarchical recognizer. IEEE T-ITB 14(5):1166\u20131172","journal-title":"IEEE T-ITB"},{"issue":"3","key":"502_CR24","doi-asserted-by":"crossref","first-page":"226","DOI":"10.1109\/34.667881","volume":"20","author":"J Kittler","year":"1998","unstructured":"Kittler J, Hatef M, Duin RPW, Matas J (1998) On combining classifiers. IEEE Trans Pattern Anal Mach Intell 20(3):226\u2013239","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"502_CR25","doi-asserted-by":"crossref","unstructured":"Knauer U, Seiffert U (2013) A comparison of late fusion methods for object detection. In: Proc. ICIP, pp 3297\u20133301","DOI":"10.1109\/ICIP.2013.6738679"},{"issue":"3","key":"502_CR26","doi-asserted-by":"crossref","first-page":"1192","DOI":"10.1109\/SURV.2012.110112.00192","volume":"15","author":"OD Lara","year":"2013","unstructured":"Lara OD, Labrador MA (2013) A survey on human activity recognition using wearable sensors. IEEE Commun Surv Tutor 15(3):1192\u20131209","journal-title":"IEEE Commun Surv Tutor"},{"key":"502_CR27","doi-asserted-by":"crossref","unstructured":"Lingenfelser F, Wagner J, Andr\u00e9 E (2011) A systematic discussion of fusion techniques for multi-modal affect recognition tasks. In: Proc. ICMI. ACM, pp 19\u201326","DOI":"10.1145\/2070481.2070487"},{"key":"502_CR28","doi-asserted-by":"crossref","unstructured":"Lingenfelser F, Wagner J, Vogt T, Kim J, Andr\u00e9 E (2010) Age and gender classification from speech using decision level fusion and ensemble based techniques. In: Proc. INTERSPEECH, pp 2798\u20132801","DOI":"10.21437\/Interspeech.2010-740"},{"key":"502_CR29","doi-asserted-by":"crossref","unstructured":"Lu H, Pan W, Lane ND, Choudhury T, Campbell AT (2009) Soundsense: scalable sound sensing for people-centric applications on mobile phones. In: Proc. MobiSys. ACM, pp 165\u2013178","DOI":"10.1145\/1555816.1555834"},{"issue":"8","key":"502_CR30","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1167\/11.8.17","volume":"11","author":"M Mills","year":"2011","unstructured":"Mills M, Hollingworth A, van der Stigchel S, Hoffman L, Dodd MD (2011) Examining the influence of task set on eye movements and fixations. J Vis 11(8):17","journal-title":"J Vis"},{"issue":"1","key":"502_CR31","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/S1071-5819(03)00017-X","volume":"59","author":"T Partala","year":"2003","unstructured":"Partala T, Surakka V (2003) Pupil size variation as an indication of affective processing. Int J Hum-Comput Stud 59(1):185\u2013198","journal-title":"Int J Hum-Comput Stud"},{"key":"502_CR32","doi-asserted-by":"crossref","unstructured":"Rahman SA, Merck C, Huang Y, Kleinberg S (2015) Unintrusive eating recognition using google glass. In: Proc. PervasiveHealth. ICST, pp 108\u2013111","DOI":"10.4108\/icst.pervasivehealth.2015.259044"},{"key":"502_CR33","unstructured":"Ravi N, Dandekar N, Mysore P, Littman ML (2005) Activity recognition from accelerometer data. In: Proc. Innovative applications of artificial intelligence, vol 3. AAAI Press, pp 1541\u20131546"},{"key":"502_CR34","doi-asserted-by":"crossref","unstructured":"Sadasivan S, Greenstein JS, Gramopadhye AK, Duchowski AT (2005) Use of eye movements as feedforward training for a synthetic aircraft inspection task. In: Proc. CHI. ACM, pp 141\u2013149","DOI":"10.1145\/1054972.1054993"},{"issue":"5","key":"502_CR35","doi-asserted-by":"crossref","first-page":"763","DOI":"10.1037\/0012-1649.27.5.763","volume":"27","author":"TA Salthouse","year":"1991","unstructured":"Salthouse TA, Babcock RL (1991) Decomposing adult age differences in working memory. Dev Psychol 27(5):763","journal-title":"Dev Psychol"},{"key":"502_CR36","doi-asserted-by":"crossref","unstructured":"Snoek CGM, Worring M, Smeulders AWM (2005) Early versus late fusion in semantic video analysis. In: Proc. MULTIMEDIA. ACM, pp 399\u2013402","DOI":"10.1145\/1101149.1101236"},{"issue":"4","key":"502_CR37","doi-asserted-by":"crossref","first-page":"766","DOI":"10.1037\/0033-295X.113.4.766","volume":"113","author":"A Torralba","year":"2006","unstructured":"Torralba A, Oliva A, Castelhano MS, Henderson JM (2006) Contextual guidance of eye movements and attention in real-world scenes: the role of global features in object search. Psychol Rev 113(4):766\u2013786","journal-title":"Psychol Rev"},{"issue":"1","key":"502_CR38","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/0010-0285(80)90005-5","volume":"12","author":"AM Treisman","year":"1980","unstructured":"Treisman AM, Gelade G (1980) A feature-integration theory of attention. Cognit Psychol 12(1):97\u2013136","journal-title":"Cognit Psychol"},{"issue":"4","key":"502_CR39","doi-asserted-by":"crossref","first-page":"523","DOI":"10.1016\/S0896-6273(01)00392-0","volume":"31","author":"P Verghese","year":"2001","unstructured":"Verghese P (2001) Visual search and attention: A signal detection theory approach. Neuron 31(4):523\u2013535","journal-title":"Neuron"},{"key":"502_CR40","doi-asserted-by":"crossref","unstructured":"Wagner J, Lingenfelser F, Baur T, Damian I, Kistler F, Andr\u00e9 E (2013) The social signal interpretation (ssi) framework: multimodal signal processing and recognition in real-time. In: Proc. MM. ACM, pp 831\u2013834","DOI":"10.1145\/2502081.2502223"},{"key":"502_CR41","doi-asserted-by":"crossref","DOI":"10.1002\/0470854774","volume-title":"Statistical pattern recognition","author":"AR Webb","year":"2002","unstructured":"Webb AR (2002) Statistical pattern recognition. Wiley, New York"},{"key":"502_CR42","unstructured":"Weyerer S, Bickel H (2007) Epidemiologie psychischer Erkrankungen im h\u00f6heren Lebensalter. Kohlhammer"},{"key":"502_CR43","volume-title":"Eye movements during perception of complex objects","author":"AL Yarbus","year":"1967","unstructured":"Yarbus AL (1967) Eye movements during perception of complex objects. Springer, New York"},{"key":"502_CR44","doi-asserted-by":"crossref","unstructured":"Yatani K, Truong KN (2012) Bodyscope: a wearable acoustic sensor for activity recognition. In: Proc. UbiComp. ACM, pp 341\u2013350","DOI":"10.1145\/2370216.2370269"}],"container-title":["KI - K\u00fcnstliche Intelligenz"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13218-017-0502-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13218-017-0502-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13218-017-0502-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,1]],"date-time":"2022-08-01T08:56:37Z","timestamp":1659344197000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13218-017-0502-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8,17]]},"references-count":44,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2017,11]]}},"alternative-id":["502"],"URL":"https:\/\/doi.org\/10.1007\/s13218-017-0502-z","relation":{},"ISSN":["0933-1875","1610-1987"],"issn-type":[{"type":"print","value":"0933-1875"},{"type":"electronic","value":"1610-1987"}],"subject":[],"published":{"date-parts":[[2017,8,17]]}}}