{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T14:34:49Z","timestamp":1773412489787,"version":"3.50.1"},"publisher-location":"Cham","reference-count":62,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030503529","type":"print"},{"value":"9783030503536","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-50353-6_4","type":"book-chapter","created":{"date-parts":[[2020,7,15]],"date-time":"2020-07-15T10:06:46Z","timestamp":1594807606000},"page":"50-63","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Multimodal Analysis Using Neuroimaging and Eye Movements to Assess Cognitive Workload"],"prefix":"10.1007","author":[{"given":"Ricardo","family":"Palma Fraga","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pratusha","family":"Reddy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ziho","family":"Kang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kurtulus","family":"Izzetoglu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,7,10]]},"reference":[{"key":"4_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.aip.2007.07.003","volume":"35","author":"T Lesiuk","year":"2008","unstructured":"Lesiuk, T.: The effect of preferred music listening on stress levels of air traffic controllers. Arts Psychother. 35, 1\u201310 (2008)","journal-title":"Arts Psychother."},{"key":"4_CR2","doi-asserted-by":"publisher","first-page":"232","DOI":"10.1177\/001872089403600205","volume":"36","author":"JM Finkelman","year":"1994","unstructured":"Finkelman, J.M.: A large database study of the factors associated with work-induced fatigue. Hum. Factors 36, 232\u2013243 (1994)","journal-title":"Hum. Factors"},{"key":"4_CR3","unstructured":"Federal Aviation Administration: Forecasts of IFR aircraft handled by FAA air route traffic control centers FY 2017-2040 (2018)"},{"key":"4_CR4","unstructured":"ICAO: The World of Air Transport in 2017. https:\/\/www.icao.int\/annual-report-2017\/Pages\/the-world-of-air-transport-in-2017.aspx. Accessed 09 Feb 2020"},{"key":"4_CR5","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1027\/0269-8803.20.4.297","volume":"20","author":"J Vogt","year":"2006","unstructured":"Vogt, J., Hagemann, T., Kastner, M.: The impact of workload on heart rate and blood pressure in en-route and tower air traffic control. J. Psychophysiol. 20, 297\u2013314 (2006)","journal-title":"J. Psychophysiol."},{"issue":"7","key":"4_CR6","doi-asserted-by":"publisher","first-page":"623","DOI":"10.1016\/j.ergon.2006.04.002","volume":"36","author":"U Ahlstrom","year":"2006","unstructured":"Ahlstrom, U., Friedman-Berg, F.J.: Using eye movement activity as a correlate of cognitive workload. Int. J. Ind. Ergon. 36(7), 623\u2013636 (2006)","journal-title":"Int. J. Ind. Ergon."},{"key":"4_CR7","first-page":"639","volume":"77","author":"F Di Nocera","year":"2006","unstructured":"Di Nocera, F., Fabrizi, R., Terenzi, M., Ferlazzo, F.: Procedural errors in air traffic control: effects of traffic density, expertise, and automation. Aviat. Space Environ. Med. 77, 639\u2013643 (2006)","journal-title":"Aviat. Space Environ. Med."},{"key":"4_CR8","first-page":"84","volume-title":"Human-Automation Interaction: Research and Practice","author":"B Hilburn","year":"1997","unstructured":"Hilburn, B., Jorna, P.G., Byrne, E.A., Parasuraman, R.: The effect of adaptive air traffic control (ATC) decision aiding on controller mental workload. In: Mouloua, M., Koonce, J. (eds.) Human-Automation Interaction: Research and Practice, pp. 84\u201391. Erlbaum, Mahwah (1997)"},{"key":"4_CR9","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/S0166-4115(08)62386-9","volume-title":"Advances in Psychology, Human Mental Workload","author":"SG Hart","year":"1988","unstructured":"Hart, S.G., Staveland, L.E.: Development of NASA-TLX (Task Load Index): results of empirical and theoretical research. In: Hancock, P.A., Meshkati, N. (eds.) Advances in Psychology, Human Mental Workload, pp. 139\u2013183. Amsterdam, Elseiver (1988)"},{"issue":"5","key":"4_CR10","doi-asserted-by":"publisher","first-page":"595","DOI":"10.1177\/0018720809355278","volume":"51","author":"J Langan-Fox","year":"2009","unstructured":"Langan-Fox, J., Sankey, M.J., Canty, J.M.: Human factors measurement for future air traffic control systems. Hum. Factors J. Hum. Factors Ergon. Soc. 51(5), 595\u2013637 (2009)","journal-title":"Hum. Factors J. Hum. Factors Ergon. Soc."},{"key":"4_CR11","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/j.compchemeng.2017.06.004","volume":"106","author":"P Bhavsar","year":"2017","unstructured":"Bhavsar, P., Srinivasan, B., Srinivasan, R.: Quantifying situation awareness of control room operators using eye-gaze behavior. Comput. Chem. Eng. 106, 191\u2013201 (2017)","journal-title":"Comput. Chem. Eng."},{"key":"4_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ergon.2019.03.007","volume":"72","author":"C Bruder","year":"2019","unstructured":"Bruder, C., Hasse, C.: Differences between experts and novices in the monitoring of automated systems. Int. J. Ind. Ergon. 72, 1\u201311 (2019)","journal-title":"Int. J. Ind. Ergon."},{"issue":"10","key":"4_CR13","doi-asserted-by":"publisher","first-page":"1346","DOI":"10.1111\/j.1469-8986.2011.01217.x","volume":"48","author":"SC Otero","year":"2011","unstructured":"Otero, S.C., Weekes, B.S., Hutton, S.B.: Pupil size changes during recognition memory. Psychophysiology 48(10), 1346\u20131353 (2011)","journal-title":"Psychophysiology"},{"key":"4_CR14","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1016\/j.ijhcs.2018.12.010","volume":"125","author":"M Causse","year":"2019","unstructured":"Causse, M., Lancelot, F., Maillant, J., Behrend, J., Cousy, M., Schneider, N.: Encoding decisions and expertise in the operator\u2019s eyes: using eye-tracking as input for system adaptation. Int. J. Hum Comput Stud. 125, 55\u201365 (2019)","journal-title":"Int. J. Hum Comput Stud."},{"issue":"1","key":"4_CR15","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1080\/00140139.2019.1685132","volume":"63","author":"D Rudi","year":"2019","unstructured":"Rudi, D., Kiefer, P., Raubal, M.: The instructor assistant system (iASSYST) utilizing eye tracking for commercial aviation training purposes. Ergonomics 63(1), 61\u201378 (2019)","journal-title":"Ergonomics"},{"key":"4_CR16","unstructured":"Edwards T.: Human performance in air traffic control. Dissertation, University of Nottingham (2013)"},{"key":"4_CR17","first-page":"1","volume-title":"Handbooks in Operations Research and Management Science","author":"M Ball","year":"2007","unstructured":"Ball, M., Barnhart, C., Nemhauser, G., Odoni, A.: Air transportation: irregular operations and control. In: Barnhart, C., Laporte, G. (eds.) Handbooks in Operations Research and Management Science, vol. 14, pp. 1\u201367. Elsevier, Amsterdam (2007)"},{"key":"4_CR18","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1518\/155723408X342853","volume":"4","author":"FT Durso","year":"2008","unstructured":"Durso, F.T., Manning, C.A.: Air traffic control. Rev. Hum. Factors. Ergon. 4, 195\u2013244 (2008)","journal-title":"Rev. Hum. Factors. Ergon."},{"issue":"19","key":"4_CR19","doi-asserted-by":"publisher","first-page":"549","DOI":"10.1016\/j.ifacol.2016.10.621","volume":"49","author":"A Kostenko","year":"2016","unstructured":"Kostenko, A., Rauffet, P., Coppin, G.: A dynamic closed-looped and multidimensional model for mental workload evaluation. IFAC - Papers On Line 49(19), 549\u2013554 (2016)","journal-title":"IFAC - Papers On Line"},{"issue":"1","key":"4_CR20","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1016\/j.neuroimage.2011.06.023","volume":"59","author":"H Ayaz","year":"2012","unstructured":"Ayaz, H., Shewokis, P.A., Bunce, S., Izzetoglu, K., Willems, B., Onaral, B.: Optical brain monitoring for operator training and mental workload assessment. NeuroImage 59(1), 36\u201347 (2012)","journal-title":"NeuroImage"},{"key":"4_CR21","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1016\/j.ijhcs.2016.05.008","volume":"97","author":"DC Evans","year":"2017","unstructured":"Evans, D.C., Fendley, M.: A multi-measure approach for connecting cognitive workload and automation. Int. J. Hum Comput Stud. 97, 182\u2013189 (2017)","journal-title":"Int. J. Hum Comput Stud."},{"issue":"2","key":"4_CR22","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1007\/s10111-018-0464-4","volume":"20","author":"M Friedrich","year":"2018","unstructured":"Friedrich, M., Biermann, M., Gontar, P., Biella, M., Bengler, K.: The influence of task load on situation awareness and control strategy in the ATC tower environment. Cogn. Technol. Work 20(2), 205\u2013217 (2018)","journal-title":"Cogn. Technol. Work"},{"key":"4_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3389\/fnhum.2019.00375","volume":"13","author":"E \u0130\u015fbilir","year":"2019","unstructured":"\u0130\u015fbilir, E., \u00c7ak\u0131r, M.P., Acart\u00fcrk, C., Tekerek, A.\u015e.: Towards a multimodal model of cognitive workload through synchronous optical brain imaging and eye tracking measures. Front. Hum. Neurosci. 13, 1\u201313 (2019)","journal-title":"Front. Hum. Neurosci."},{"key":"4_CR24","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.apergo.2017.12.019","volume":"69","author":"M Truschzinski","year":"2018","unstructured":"Truschzinski, M., Betella, A., Brunnett, G., Verschure, P.F.M.J.: Emotional and cognitive influences in air traffic controller tasks: an investigation using a virtual environment. Appl. Ergon. 69, 1\u20139 (2018)","journal-title":"Appl. Ergon."},{"key":"4_CR25","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1016\/j.ergon.2016.05.010","volume":"54","author":"M Marchitto","year":"2016","unstructured":"Marchitto, M., Benedetto, S., Baccino, T., Ca\u00f1as, J.J.: Air traffic control: ocular metrics reflect cognitive complexity. Int. J. Ind. Ergon. 54, 120\u2013130 (2016)","journal-title":"Int. J. Ind. Ergon."},{"issue":"4","key":"4_CR26","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1109\/THMS.2014.2319822","volume":"44","author":"J Harrison","year":"2014","unstructured":"Harrison, J., et al.: Cognitive workload and learning assessment during the implementation of a next-generation air traffic control technology using functional near-infrared spectroscopy. IEEE Trans. Hum.-Mach. Syst. 44(4), 429\u2013440 (2014)","journal-title":"IEEE Trans. Hum.-Mach. Syst."},{"issue":"1","key":"4_CR27","doi-asserted-by":"publisher","first-page":"375","DOI":"10.1016\/j.compedu.2011.07.012","volume":"58","author":"M-J Tsai","year":"2012","unstructured":"Tsai, M.-J., Hou, H.-T., Lai, M.-L., Liu, W.-Y., Yang, F.-Y.: Visual attention for solving multiple-choice science problem: an eye-tracking analysis. Comput. Educ. 58(1), 375\u2013385 (2012)","journal-title":"Comput. Educ."},{"issue":"6","key":"4_CR28","doi-asserted-by":"publisher","first-page":"2005","DOI":"10.3758\/s13423-018-1432-y","volume":"25","author":"P van der Wel","year":"2018","unstructured":"van der Wel, P., van Steenbergen, H.: Pupil dilation as an index of effort in cognitive control tasks: a review. Psychon. Bull. Rev. 25(6), 2005\u20132015 (2018)","journal-title":"Psychon. Bull. Rev."},{"key":"4_CR29","unstructured":"ICAO.: Doc 9328: Manual of Runway Visual Range Observing and Reporting Practices. International Civil Aviation Organization, 3rd edn. (2005)"},{"issue":"13","key":"4_CR30","doi-asserted-by":"publisher","first-page":"123","DOI":"10.3182\/20100831-4-FR-2021.00023","volume":"43","author":"FJ van Schaik","year":"2010","unstructured":"van Schaik, F.J., Roessingh, J.J.M., Lindqvist, G., F\u00e4lt, K.: Assessment of visual cues by tower controllers, with implications for a remote tower control centre. IFAC Proc. Vol. 43(13), 123\u2013128 (2010)","journal-title":"IFAC Proc. Vol."},{"issue":"3","key":"4_CR31","doi-asserted-by":"publisher","first-page":"1450","DOI":"10.1109\/TNS.2006.874189","volume":"53","author":"CH Ha","year":"2006","unstructured":"Ha, C.H., Kim, J.H., Lee, S.J., Seong, P.H.: Investigation on relationship between information flow rate and mental workload of accident diagnosis tasks in NPPs. IEEE Trans. Nucl. Sci. 53(3), 1450\u20131459 (2006)","journal-title":"IEEE Trans. Nucl. Sci."},{"key":"4_CR32","doi-asserted-by":"publisher","first-page":"296","DOI":"10.3389\/fnhum.2019.00296","volume":"13","author":"G Di Flumeri","year":"2019","unstructured":"Di Flumeri, G., et al.: Brain\u2013computer interface-based adaptive automation to prevent out-of-the-loop phenomenon in air traffic controllers dealing with highly automated systems. Front. Hum. Neurosci. 13, 296 (2019)","journal-title":"Front. Hum. Neurosci."},{"key":"4_CR33","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1016\/j.apergo.2019.01.008","volume":"77","author":"KA Bernhardt","year":"2019","unstructured":"Bernhardt, K.A., et al.: The effects of dynamic workload and experience on commercially available EEG cognitive state metrics in a high-fidelity air traffic control environment. Appl. Ergon. 77, 83\u201391 (2019)","journal-title":"Appl. Ergon."},{"issue":"1","key":"4_CR34","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1177\/0018720814539505","volume":"57","author":"G Matthews","year":"2015","unstructured":"Matthews, G., Reinerman-Jones, L.E., Barber, D.J., Abich, J.: The psychometrics of mental workload: multiple measures are sensitive but divergent. Hum. Factors 57(1), 125\u2013143 (2015)","journal-title":"Hum. Factors"},{"key":"4_CR35","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3389\/fnins.2014.00322","volume":"8","author":"MA Hogervorst","year":"2014","unstructured":"Hogervorst, M.A., Brouwer, A.M., van Erp, J.B.F.: Combining and comparing EEG, peripheral physiology and eye-related measures for the assessment of mental workload. Front. Neurosci. 8, 1\u201315 (2014)","journal-title":"Front. Neurosci."},{"key":"4_CR36","doi-asserted-by":"publisher","first-page":"203","DOI":"10.3758\/s13428-012-0234-9","volume":"45","author":"OV Komogortsev","year":"2013","unstructured":"Komogortsev, O.V., Karpov, A.: Automated classification and scoring of smooth pursuit eye movements in the presence of fixations and saccades. Behav. Res. Methods 45, 203\u2013215 (2013)","journal-title":"Behav. Res. Methods"},{"key":"4_CR37","unstructured":"Wei, T., Simko, V.: R package \u201ccorrplot\u201d: visualization of a correlation matrix (version 0.84) (2017)"},{"issue":"4","key":"4_CR38","doi-asserted-by":"publisher","first-page":"639","DOI":"10.1080\/17470210903469864","volume":"63","author":"PE Engelhardt","year":"2010","unstructured":"Engelhardt, P.E., Ferreira, F., Patsenko, E.G.: Rapid communication pupillometry reveals processing load during spoken language comprehension. Q. J. Exp. Psychol. 63(4), 639\u2013645 (2010)","journal-title":"Q. J. Exp. Psychol."},{"key":"4_CR39","doi-asserted-by":"publisher","DOI":"10.1107\/978-0-387-98141-3","volume-title":"R Package \u201cggplot2\u201d: Elegant Graphics for Data Analysis","author":"H Wickham","year":"2016","unstructured":"Wickham, H.: R Package \u201cggplot2\u201d: Elegant Graphics for Data Analysis. Springer, New York (2016). https:\/\/doi.org\/10.1107\/978-0-387-98141-3"},{"issue":"4","key":"4_CR40","doi-asserted-by":"publisher","first-page":"1723","DOI":"10.3758\/s13428-018-1074-z","volume":"50","author":"JP Hansen","year":"2018","unstructured":"Hansen, J.P., Hardenberg, D., Biermann, F., B\u00e6kgaard, P.: A gaze interactive assembly instruction with pupillometric recording. Behav. Res. Methods 50(4), 1723\u20131733 (2018)","journal-title":"Behav. Res. Methods"},{"key":"4_CR41","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1016\/j.dcn.2016.11.001","volume":"25","author":"MK Eckstein","year":"2017","unstructured":"Eckstein, M.K., Guerra-Carrillo, B., Miller Singley, A.T., Bunge, S.A.: Beyond eye gaze: what else can eyetracking reveal about cognition and cognitive development? Dev. Cogn. Neurosci. 25, 69\u201391 (2017)","journal-title":"Dev. Cogn. Neurosci."},{"key":"4_CR42","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1016\/j.compedu.2018.06.023","volume":"125","author":"E Alemdag","year":"2018","unstructured":"Alemdag, E., Cagiltay, K.: A systematic review of eye tracking research on multimedia learning. Comput. Educ. 125, 413\u2013428 (2018)","journal-title":"Comput. Educ."},{"key":"4_CR43","unstructured":"Ath\u00e8nes, S., Averty, P., Puechmorel, S., Delahaye, D., Collet, C.: ATC complexity and controller workload: trying to bridge the gap. www.aaai.org. Accessed 10 Feb 2020"},{"issue":"12","key":"4_CR44","doi-asserted-by":"publisher","first-page":"1433","DOI":"10.1088\/0031-9155\/33\/12\/008","volume":"33","author":"DT Delpy","year":"1988","unstructured":"Delpy, D.T., Cope, M., van der Zee, P.: Estimation of optical path length through tissue from direct time of flight measurement. Phys. Med. Biol. 33(12), 1433\u20131442 (1988)","journal-title":"Phys. Med. Biol."},{"issue":"10","key":"4_CR45","doi-asserted-by":"publisher","first-page":"2713","DOI":"10.1111\/j.1460-9568.2007.05921.x","volume":"26","author":"MJ Herrmann","year":"2007","unstructured":"Herrmann, M.J., et al.: D4 receptor gene variation modulates activation of prefrontal cortex during working memory. Eur. J. Neurosci. 26(10), 2713\u20132718 (2007)","journal-title":"Eur. J. Neurosci."},{"key":"4_CR46","doi-asserted-by":"crossref","unstructured":"Hilburn, B., Jorna, P.G.A.M.: Workload and air traffic control. In: Human Factors in Transportation. Stress, Workload, and Fatigue, pp. 384\u2013394 (2001)","DOI":"10.1201\/b12791-2.9"},{"issue":"2","key":"4_CR47","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1109\/TNSRE.2005.847377","volume":"13","author":"M Izzetoglu","year":"2005","unstructured":"Izzetoglu, M., Izzetoglu, K., Bunce, S., Ayaz, H., Devaraj, A., Onaral, B.: Functional Near-Infrared Neuroimaging. IEEE Trans. Neural Syst. Rehabil. Eng. 13(2), 153\u2013159 (2005)","journal-title":"IEEE Trans. Neural Syst. Rehabil. Eng."},{"issue":"4323","key":"4_CR48","doi-asserted-by":"publisher","first-page":"1264","DOI":"10.1126\/science.929199","volume":"198","author":"FF Jobsis","year":"1977","unstructured":"Jobsis, F.F.: Noninvasive, infrared monitoring of cerebral and myocardial oxygen sufficiency and circulatory parameters. Science 198(4323), 1264\u20131267 (1977)","journal-title":"Science"},{"issue":"1","key":"4_CR49","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1016\/S0925-7535(97)00049-0","volume":"27","author":"B Kirwan","year":"1997","unstructured":"Kirwan, B.: Validation of human reliability assessment of techniques: part 1 - Validation issues. Saf. Sci. 27(1), 25\u201341 (1997)","journal-title":"Saf. Sci."},{"key":"4_CR50","unstructured":"Kirwan, B., Scaife, R., Kennedy, R.: Investigating complexity factors in UK air traffic management. In: Engineering Psychology and Cognitive Ergonomics, pp. 189\u2013195 (2017)"},{"key":"4_CR51","unstructured":"Stein, E.S.: Air traffic controller workload: an examination of workload probe. Atlantic City International Airport: Federal Aviation Administration Technical Center. (DOT\/FAA\/CT-TN84\/24) (1985)"},{"key":"4_CR52","unstructured":"Koros, A., Rocco, P.S., Panjwani, G., Ingurgio, V., D\u2019Arcy, J.F.: Complexity in air traffic control towers: a field study. Part 1: complexity factors (2003)"},{"key":"4_CR53","doi-asserted-by":"publisher","first-page":"688","DOI":"10.1006\/nimg.2000.0645","volume":"12","author":"J Martijn Jansma","year":"2000","unstructured":"Martijn Jansma, J., Ramsey, N.F., Coppola, R., Kahn, R.S.: Specific versus nonspecific brain activity in a parametric N-back task. Neuroimage 12, 688\u2013697 (2000)","journal-title":"Neuroimage"},{"issue":"2","key":"4_CR54","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1038\/sj.mp.4001894","volume":"12","author":"K Matsuo","year":"2007","unstructured":"Matsuo, K., et al.: Prefrontal hyperactivation during working memory task in untreated individuals with major depressive disorder. Mol. Psychiatry 12(2), 158\u2013166 (2007)","journal-title":"Mol. Psychiatry"},{"issue":"3","key":"4_CR55","doi-asserted-by":"publisher","first-page":"134","DOI":"10.1097\/00004691-200405000-00002","volume":"21","author":"JG Milton","year":"2004","unstructured":"Milton, J.G., Small, S.S., Solodkin, A.: On the road to automatic: dynamic aspects in the development of expertise. J. Clin. Neurophysiol. 21(3), 134\u2013143 (2004)","journal-title":"J. Clin. Neurophysiol."},{"issue":"2","key":"4_CR56","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1016\/S1053-8119(02)00049-6","volume":"18","author":"DJ Veltman","year":"2003","unstructured":"Veltman, D.J., Rombouts, S.A.R.B., Dolan, R.J.: Maintenance versus manipulation in verbal working memory revisited: an fMRI study. NeuroImage 18(2), 247\u2013256 (2003)","journal-title":"NeuroImage"},{"issue":"10","key":"4_CR57","doi-asserted-by":"publisher","first-page":"435","DOI":"10.1016\/S0166-2236(97)01132-6","volume":"20","author":"A Villringer","year":"1997","unstructured":"Villringer, A., Chance, B.: Non invasive optical spectroscopy and imaging of human brain function. Trends Neurosci. 20(10), 435\u2013442 (1997)","journal-title":"Trends Neurosci."},{"key":"4_CR58","volume-title":"Engineering Psychology and Human Performance","author":"CD Wickens","year":"2000","unstructured":"Wickens, C.D., Hollands, J.G.: Engineering Psychology and Human Performance, 3rd edn. Prentice Hall, Upper Saddle River (2000). N. Roberts & B. Webber","edition":"3"},{"issue":"4","key":"4_CR59","doi-asserted-by":"publisher","first-page":"128","DOI":"10.1111\/1467-8721.00184","volume":"11","author":"CD Wickens","year":"2002","unstructured":"Wickens, C.D.: Situation awareness and workload in aviation. Curr. Dir. Psychol. Sci. 11(4), 128\u2013133 (2002)","journal-title":"Curr. Dir. Psychol. Sci."},{"issue":"2","key":"4_CR60","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1207\/s15327590ijhc1702_6","volume":"17","author":"K Izzetoglu","year":"2004","unstructured":"Izzetoglu, K., Bunce, S., Onaral, B., Pourrezaei, K., Chance, B.: Functional optical brain imaging using near-infrared during cognitive tasks. Int. J. Hum.-Comput. Interact. 17(2), 211\u2013227 (2004)","journal-title":"Int. J. Hum.-Comput. Interact."},{"key":"4_CR61","doi-asserted-by":"crossref","unstructured":"Reddy, P., Richards, D., Izzetoglu, K.: Cognitive performance assessment of UAS sensor operators via neurophysiological measures. Front. Hum. Neurosci. 12 (2018)","DOI":"10.3389\/conf.fnhum.2018.227.00032"},{"key":"4_CR62","doi-asserted-by":"publisher","first-page":"163","DOI":"10.4324\/9780429492181-8","volume-title":"Improving Aviation Performance through Applying Engineering Psychology: Advances in Aviation Psychology","author":"K Izzetoglu","year":"2019","unstructured":"Izzetoglu, K., Richards, D.: Human performance assessment: evaluation of wearable sensors for monitoring brain activity. In: Vidulich, M., Tsang, P. (eds.) Improving Aviation Performance through Applying Engineering Psychology: Advances in Aviation Psychology, 1st edn, pp. 163\u2013180. CRC Press, Boca Raton (2019)","edition":"1"}],"container-title":["Lecture Notes in Computer Science","Augmented Cognition. Theoretical and Technological Approaches"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-50353-6_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,15]],"date-time":"2024-07-15T00:01:44Z","timestamp":1721001704000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-50353-6_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030503529","9783030503536"],"references-count":62,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-50353-6_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"10 July 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HCII","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Copenhagen","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Denmark","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 July 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 July 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2020.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}