{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,24]],"date-time":"2024-08-24T13:36:12Z","timestamp":1724506572235},"reference-count":61,"publisher":"Springer Science and Business Media LLC","issue":"12","license":[{"start":{"date-parts":[[2018,12,15]],"date-time":"2018-12-15T00:00:00Z","timestamp":1544832000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100003093","name":"the Ministry of Higher Education Malaysia","doi-asserted-by":"crossref","award":["HiCoE for CISIR [0153CA-002]"],"id":[{"id":"10.13039\/501100003093","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2019,6]]},"DOI":"10.1007\/s11042-018-7016-z","type":"journal-article","created":{"date-parts":[[2018,12,15]],"date-time":"2018-12-15T05:59:16Z","timestamp":1544853556000},"page":"16261-16281","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":28,"title":["EEG in classroom: EMD features to detect situational interest of students during learning"],"prefix":"10.1007","volume":"78","author":[{"ORCID":"http:\/\/orcid.org\/0000-0002-8105-1664","authenticated-orcid":false,"given":"Areej","family":"Babiker","sequence":"first","affiliation":[]},{"given":"Ibrahima","family":"Faye","sequence":"additional","affiliation":[]},{"given":"Wajid","family":"Mumtaz","sequence":"additional","affiliation":[]},{"given":"Aamir Saeed","family":"Malik","sequence":"additional","affiliation":[]},{"given":"Hiroki","family":"Sato","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,12,15]]},"reference":[{"issue":"12A","key":"7016_CR1","doi-asserted-by":"publisher","first-page":"111","DOI":"10.13189\/ujer.2017.051317","volume":"5","author":"\u00dc Ayvaz","year":"2017","unstructured":"Ayvaz \u00dc, Yaman H, Mersin N, Yilmaz Y, Durmu\u015f S (2017) The perspectives of primary mathematics teacher candidates about equal sign: the EEG case. Univ J Educ Res 5(12A):111\u2013120","journal-title":"Univ J Educ Res"},{"issue":"2","key":"7016_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.4018\/jdet.2013040101","volume":"11","author":"J Azcarraga","year":"2013","unstructured":"Azcarraga J, Suarez MT (2013) Recognizing student emotions using brainwaves and mouse behavior data. Int J Distance Educ Technol 11(2):1\u201315. https:\/\/doi.org\/10.4018\/jdet.2013040101","journal-title":"Int J Distance Educ Technol"},{"key":"7016_CR3","doi-asserted-by":"publisher","first-page":"126","DOI":"10.1016\/B978-0-12-375070-9.00005-X","volume-title":"Cognition, brain, and consciousness","author":"BJ Baars","year":"2010","unstructured":"Baars BJ, Gage NM (2010) Chapter 5 - the brain. In: Cognition, brain, and consciousness, Second edn. Academic Press, London, pp 126\u2013154. https:\/\/doi.org\/10.1016\/B978-0-12-375070-9.00005-X","edition":"Second"},{"key":"7016_CR4","doi-asserted-by":"publisher","unstructured":"Babiker A, Faye I, Malik A Investigation of situational interest effects on learning using physiological sensors: Preliminary result. In: 2016 6th International Conference on Intelligent and Advanced Systems (ICIAS), 15\u201317 Aug. 2016 2016. pp 1\u20135. https:\/\/doi.org\/10.1109\/ICIAS.2016.7824075","DOI":"10.1109\/ICIAS.2016.7824075"},{"issue":"5","key":"7016_CR5","doi-asserted-by":"publisher","first-page":"1195","DOI":"10.1016\/j.cortex.2012.05.022","volume":"49","author":"AK Barbey","year":"2013","unstructured":"Barbey AK, Koenigs M, Grafman J (2013) Dorsolateral prefrontal contributions to human working memory. Cortex; J Devot Study Nervous Syst Behav 49(5):1195\u20131205. https:\/\/doi.org\/10.1016\/j.cortex.2012.05.022","journal-title":"Cortex; J Devot Study Nervous Syst Behav"},{"issue":"35","key":"7016_CR6","doi-asserted-by":"publisher","first-page":"9369","DOI":"10.1523\/JNEUROSCI.2153-07.2007","volume":"27","author":"EP Bauer","year":"2007","unstructured":"Bauer EP, Paz R, Par\u00e9 D (2007) Gamma oscillations coordinate Amygdalo-Rhinal interactions during learning. J Neurosci 27(35):9369","journal-title":"J Neurosci"},{"issue":"1","key":"7016_CR7","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1016\/j.brs.2008.09.006","volume":"2","author":"W Beam","year":"2009","unstructured":"Beam W, Borckardt JJ, Reeves ST, George MS (2009) An efficient and accurate new method for locating the F3 position for prefrontal TMS applications. Brain Stimul 2(1):50\u201354. https:\/\/doi.org\/10.1016\/j.brs.2008.09.006","journal-title":"Brain Stimul"},{"issue":"1","key":"7016_CR8","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1016\/j.bbe.2016.12.005","volume":"37","author":"KS Biju","year":"2017","unstructured":"Biju KS, Hakkim HA, Jebucumar MG (2017) Ictal EEG classification based on amplitude and frequency contours of IMFs. Biocybernet Biomed Eng 37(1):172\u2013183. https:\/\/doi.org\/10.1016\/j.bbe.2016.12.005","journal-title":"Biocybernet Biomed Eng"},{"key":"7016_CR9","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1016\/j.compedu.2014.04.017","volume":"78","author":"D B\u00f6rner","year":"2014","unstructured":"B\u00f6rner D, Kalz M, Specht M (2014) Lead me gently: facilitating knowledge gain through attention-ware ambient learning displays. Comput Educ 78:10\u201319","journal-title":"Comput Educ"},{"key":"7016_CR10","doi-asserted-by":"crossref","unstructured":"Cernea D, Olech P, Ebert A, Kerren A (2011) EEG-Based Measurement of Subjective Parameters in Evaluations. In: C. S (ed) HCI International 2011 - posters' Extended Abstracts. HCI 2011. Communciations in Computer and Information Sciences. Springer, Berlin, Heidlberg","DOI":"10.1007\/978-3-642-22095-1_57"},{"issue":"4","key":"7016_CR11","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1080\/10494820.2017.1341938","volume":"26","author":"C-M Chen","year":"2017","unstructured":"Chen C-M, Wang J-Y (2017) Effects of online synchronous instruction with an attention monitoring and alarm mechanism on sustained attention and learning performance. Interact Learn Environ 26(4):427\u2013443. https:\/\/doi.org\/10.1080\/10494820.2017.1341938","journal-title":"Interact Learn Environ"},{"issue":"44","key":"7016_CR12","doi-asserted-by":"publisher","first-page":"15403","DOI":"10.1523\/JNEUROSCI.6106-11.2012","volume":"32","author":"BG Essex","year":"2012","unstructured":"Essex BG, Clinton SA, Wonderley LR, Zald DH (2012) The impact of the posterior parietal and dorsolateral prefrontal cortices on the optimization of Long-term versus immediate value. J Neurosci 32(44):15403","journal-title":"J Neurosci"},{"issue":"5508","key":"7016_CR13","doi-asserted-by":"publisher","first-page":"1560","DOI":"10.1126\/science.1055465","volume":"291","author":"P Fries","year":"2001","unstructured":"Fries P, Reynolds JH, Rorie AE, Desimone R (2001) Modulation of oscillatory neuronal synchronization by selective visual attention. Science 291(5508):1560\u20131563. https:\/\/doi.org\/10.1126\/science.1055465","journal-title":"Science"},{"issue":"4","key":"7016_CR14","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1093\/iwc\/iwu013","volume":"26","author":"I Ghergulescu","year":"2014","unstructured":"Ghergulescu I, Muntean CH (2014) A novel sensor-based methodology for Learner's motivation analysis in game-based learning. Interact Comput 26(4):305\u2013320","journal-title":"Interact Comput"},{"issue":"2","key":"7016_CR15","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1002\/hbm.22201","volume":"33","author":"MM Gullick","year":"2014","unstructured":"Gullick MM, Wolford G (2014) Brain Systems involved in arithmetic with positive versus negative numbers. Hum Brain Mapp 33(2):539\u2013551","journal-title":"Hum Brain Mapp"},{"key":"7016_CR16","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/j.ijpsycho.2015.02.001","volume":"103","author":"B G\u00fcntekin","year":"2016","unstructured":"G\u00fcntekin B, Ba\u015far E (2016) Review of evoked and event-related delta responses in the human brain. Int J Psychophysiol 103:43\u201352. https:\/\/doi.org\/10.1016\/j.ijpsycho.2015.02.001","journal-title":"Int J Psychophysiol"},{"issue":"1","key":"7016_CR17","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1111\/j.1751-9004.2009.00207.x","volume":"4","author":"JM Harackiewicz","year":"2010","unstructured":"Harackiewicz JM, Hulleman CS (2010) The importance of interest: the role of achievement goals and task values in promoting the development of interest. Soc Personal Psychol Compass 4(1):42\u201352. https:\/\/doi.org\/10.1111\/j.1751-9004.2009.00207.x","journal-title":"Soc Personal Psychol Compass"},{"issue":"1","key":"7016_CR18","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1016\/S0167-8760(96)00053-0","volume":"24","author":"T Harmony","year":"1996","unstructured":"Harmony T, Fern\u00e1ndez T, Silva J, Bernal J, D\u00edaz-Comas L, Reyes A, Marosi E, Rodr\u00edguez M, Rodr\u00edguez M (1996) EEG delta activity: an indicator of attention to internal processing during performance of mental tasks. Int J Psychophysiol 24(1):161\u2013171. https:\/\/doi.org\/10.1016\/S0167-8760(96)00053-0","journal-title":"Int J Psychophysiol"},{"issue":"4","key":"7016_CR19","doi-asserted-by":"publisher","first-page":"549","DOI":"10.3102\/00346543060004549","volume":"60","author":"S Hidi","year":"1990","unstructured":"Hidi S (1990) Interest and its contribution as a mental resource for learning. Rev Educ Res 60(4):549\u2013571. https:\/\/doi.org\/10.3102\/00346543060004549","journal-title":"Rev Educ Res"},{"issue":"2","key":"7016_CR20","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1016\/j.edurev.2006.09.001","volume":"1","author":"S Hidi","year":"2006","unstructured":"Hidi S (2006) Interest: A unique motivational variable. Educ Res Rev 1(2):69\u201382. https:\/\/doi.org\/10.1016\/j.edurev.2006.09.001","journal-title":"Educ Res Rev"},{"issue":"2","key":"7016_CR21","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1207\/s15326985ep4102_4","volume":"41","author":"S Hidi","year":"2006","unstructured":"Hidi S, Renninger KA (2006) The four-phase model of interest development. Educ Psychol 41(2):111\u2013127. https:\/\/doi.org\/10.1207\/s15326985ep4102_4","journal-title":"Educ Psychol"},{"key":"7016_CR22","doi-asserted-by":"publisher","first-page":"322","DOI":"10.3389\/fnins.2014.00322","volume":"8","author":"MA Hogervorst","year":"2014","unstructured":"Hogervorst MA, Brouwer A-M, van Erp JBF (2014) Combining and comparing EEG, peripheral physiology and eye-related measures for the assessment of mental workload. Front Neurosci 8:322","journal-title":"Front Neurosci"},{"key":"7016_CR23","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1016\/j.jneumeth.2016.02.015","volume":"264","author":"C-H Hsu","year":"2016","unstructured":"Hsu C-H, Lee C-Y, Liang W-K (2016) An improved method for measuring mismatch negativity using ensemble empirical mode decomposition. J Neurosci Methods 264:78\u201385. https:\/\/doi.org\/10.1016\/j.jneumeth.2016.02.015","journal-title":"J Neurosci Methods"},{"issue":"1971","key":"7016_CR24","doi-asserted-by":"publisher","first-page":"903","DOI":"10.1098\/rspa.1998.0193","volume":"454","author":"NE Huang","year":"1998","unstructured":"Huang NE, Shen Z, Long SR, Wu MC, Shih HH, Zheng Q, Yen N-C, Tung CC, Liu HH (1998) The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc R Soc London Ser A: Math, Phys Eng Sci 454(1971):903\u2013995. https:\/\/doi.org\/10.1098\/rspa.1998.0193","journal-title":"Proc R Soc London Ser A: Math, Phys Eng Sci"},{"key":"7016_CR25","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1146\/annurev.fluid.31.1.417","volume":"31","author":"NE Huang","year":"1999","unstructured":"Huang NE, Shen Z, Long SR (1999) A new view of nonlinear water waves: the Hilbert spectrum. Annu Rev Fluid Mech 31:417\u2013457","journal-title":"Annu Rev Fluid Mech"},{"key":"7016_CR26","doi-asserted-by":"publisher","unstructured":"Jeneson A, Squire LR Working memory, long-term memory, and medial temporal lobe function. Learning & memory (Cold Spring Harbor, NY) 19 (1):15\u201325. https:\/\/doi.org\/10.1101\/lm.024018.111","DOI":"10.1101\/lm.024018.111"},{"issue":"4","key":"7016_CR27","doi-asserted-by":"publisher","first-page":"e1001045","DOI":"10.1371\/journal.pbio.1001045","volume":"9","author":"X Jia","year":"2011","unstructured":"Jia X, Kohn A (2011) Gamma rhythms in the brain. PLoS Biol 9(4):e1001045. https:\/\/doi.org\/10.1371\/journal.pbio.1001045","journal-title":"PLoS Biol"},{"key":"7016_CR28","doi-asserted-by":"publisher","unstructured":"Jimenez-Molina A, Retamal C, Lira H (2018) Using psychophysiological sensors to assess mental workload during web browsing. Sensors (Basel) 18(2). https:\/\/doi.org\/10.3390\/s18020458","DOI":"10.3390\/s18020458"},{"key":"7016_CR29","doi-asserted-by":"publisher","first-page":"760","DOI":"10.1038\/35097503","volume":"2","author":"R Jones","year":"2001","unstructured":"Jones R (2001) Learning by the rules. Nat Rev Neurosci 2:760. https:\/\/doi.org\/10.1038\/35097503","journal-title":"Nat Rev Neurosci"},{"issue":"4","key":"7016_CR30","doi-asserted-by":"publisher","first-page":"1376","DOI":"10.1016\/j.neuroimage.2005.10.042","volume":"30","author":"J Kaiser","year":"2006","unstructured":"Kaiser J, Hertrich I, Ackermann H, Lutzenberger W (2006) Gamma-band activity over early sensory areas predicts detection of changes in audiovisual speech stimuli. NeuroImage 30(4):1376\u20131382. https:\/\/doi.org\/10.1016\/j.neuroimage.2005.10.042","journal-title":"NeuroImage"},{"issue":"4","key":"7016_CR31","doi-asserted-by":"publisher","first-page":"637","DOI":"10.3758\/BF03196323","volume":"9","author":"MJ Kane","year":"2002","unstructured":"Kane MJ, Engle RW (2002) The role of prefrontal cortex in working-memory capacity, executive attention, and general fluid intelligence: an individual-differences perspective. Psychon Bull Rev 9(4):637\u2013671. https:\/\/doi.org\/10.3758\/BF03196323","journal-title":"Psychon Bull Rev"},{"issue":"4","key":"7016_CR32","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1111\/j.1467-8721.2009.01638.x","volume":"18","author":"J Kounios","year":"2009","unstructured":"Kounios J, Beeman M (2009) The Aha! Moment: the cognitive neuroscience of insight. Curr Dir Psychol Sci 18(4):210\u2013216. https:\/\/doi.org\/10.1111\/j.1467-8721.2009.01638.x","journal-title":"Curr Dir Psychol Sci"},{"key":"7016_CR33","doi-asserted-by":"publisher","unstructured":"Kumfor F, Irish M, Hodges JR, Piguet O (2014) Frontal and temporal lobe contributions to emotional enhancement of memory in behavioral-variant frontotemporal dementia and Alzheimer's disease. Front Behav Neurosci 8(225). https:\/\/doi.org\/10.3389\/fnbeh.2014.00225","DOI":"10.3389\/fnbeh.2014.00225"},{"issue":"7","key":"7016_CR34","doi-asserted-by":"publisher","first-page":"807","DOI":"10.1016\/j.compbiomed.2013.04.002","volume":"43","author":"S Li","year":"2013","unstructured":"Li S, Zhou W, Yuan Q, Geng S, Cai D (2013) Feature extraction and recognition of ictal EEG using EMD and SVM. Comput Biol Med 43(7):807\u2013816. https:\/\/doi.org\/10.1016\/j.compbiomed.2013.04.002","journal-title":"Comput Biol Med"},{"key":"7016_CR35","doi-asserted-by":"publisher","first-page":"801","DOI":"10.1016\/j.neucom.2004.10.077","volume":"65-66","author":"H Liang","year":"2005","unstructured":"Liang H, Bressler SL, Desimone R, Fries P (2005) Empirical mode decomposition: a method for analyzing neural data. Neurocomputing 65-66:801\u2013807. https:\/\/doi.org\/10.1016\/j.neucom.2004.10.077","journal-title":"Neurocomputing"},{"issue":"8","key":"7016_CR36","doi-asserted-by":"publisher","first-page":"10273","DOI":"10.3390\/s130810273","volume":"13","author":"NH Liu","year":"2013","unstructured":"Liu NH, Chiang CY, Chu HC (2013) Recognizing the degree of human attention using EEG signals from mobile sensors. Sensors (Basel) 13(8):10273\u201310286. https:\/\/doi.org\/10.3390\/s130810273","journal-title":"Sensors (Basel)"},{"issue":"2","key":"7016_CR37","doi-asserted-by":"publisher","first-page":"R1","DOI":"10.1088\/1741-2560\/4\/2\/R01","volume":"4","author":"F Lotte","year":"2007","unstructured":"Lotte F, Congedo M, L\u00e9cuyer A, Lamarche F, Arnaldi B (2007) A review of classification algorithms for EEG-based brain\u2013computer interfaces. J Neural Eng 4(2):R1","journal-title":"J Neural Eng"},{"key":"7016_CR38","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1177\/0018720816673782","volume":"59","author":"G Matthews","year":"2017","unstructured":"Matthews G, Warm JS, Smith AP (2017) Task engagement and attentional resources. Hum Factors J Hum Factors Ergon Soc 59:44\u201361","journal-title":"Hum Factors J Hum Factors Ergon Soc"},{"issue":"4","key":"7016_CR39","doi-asserted-by":"publisher","first-page":"1162","DOI":"10.12928\/telkomnika.v13i4.2737","volume":"13","author":"N Md Nor","year":"2013","unstructured":"Md Nor N, Bar AW, Shaikh Salleh SH (2013) Correlation of Student\u2019s precursor emotion towards learning science interest using EEG. Telkomnika 13(4):1162\u20131169","journal-title":"Telkomnika"},{"issue":"3","key":"7016_CR40","doi-asserted-by":"publisher","first-page":"424","DOI":"10.1037\/0022-0663.85.3.424","volume":"85","author":"M Mitchell","year":"1993","unstructured":"Mitchell M (1993) Situational interest: its multifaceted structure in the secondary school mathematics classroom. J Educ Psychol 85(3):424\u2013436. https:\/\/doi.org\/10.1037\/0022-0663.85.3.424","journal-title":"J Educ Psychol"},{"key":"7016_CR41","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1109\/ICALT.2017.93","volume":"2017","author":"AN Moldovan","year":"2017","unstructured":"Moldovan AN, Ghergulescu I, Muntean CH (2017) Analysis of learner interest, QoE and EEG-based affective states in multimedia Mobile learning. IEEE 17th Int Conf Adv Learn Technol (ICALT) 2017:398\u2013402. https:\/\/doi.org\/10.1109\/ICALT.2017.93","journal-title":"IEEE 17th Int Conf Adv Learn Technol (ICALT)"},{"key":"7016_CR42","doi-asserted-by":"publisher","unstructured":"Myrden A, Chau (2017) A Passive EEG-BCI for Single-Trial Detection of Changes in Mental State. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING https:\/\/doi.org\/10.1109\/TNSRE.2016.2641956","DOI":"10.1109\/TNSRE.2016.2641956"},{"key":"7016_CR43","doi-asserted-by":"crossref","unstructured":"Okafor C, Egbon O (2011) Academic performance of male versus female accounting undergraduate students: evidence from Nigeria. Higher Educ Stud 1(1)","DOI":"10.5539\/hes.v1n1p9"},{"key":"7016_CR44","doi-asserted-by":"publisher","first-page":"805","DOI":"10.1038\/nn890","volume":"5","author":"B Pesaran","year":"2002","unstructured":"Pesaran B, Pezaris JS, Sahani M, Mitra PP, Andersen RA (2002) Temporal structure in neuronal activity during working memory in macaque parietal cortex. Nat Neurosci 5:805. https:\/\/doi.org\/10.1038\/nn890 https:\/\/www.nature.com\/articles\/nn890#supplementary-information","journal-title":"Nat Neurosci"},{"issue":"1","key":"7016_CR45","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1111\/j.1469-8986.2007.00597.x","volume":"45","author":"CK Peterson","year":"2008","unstructured":"Peterson CK, Shackman AJ, Harmon-Jones E (2008) The role of asymmetrical frontal cortical activity in aggression. Psychophysiology 45(1):86\u201392","journal-title":"Psychophysiology"},{"key":"7016_CR46","doi-asserted-by":"publisher","first-page":"43916","DOI":"10.1038\/srep43916","volume":"7","author":"AT Poulsen","year":"2017","unstructured":"Poulsen AT, Kamronn S, Dmochowski J, Parra LC, Hansen LK (2017) EEG in the classroom: synchronised neural recordings during video presentation. Sci Rep 7:43916. https:\/\/doi.org\/10.1038\/srep43916","journal-title":"Sci Rep"},{"issue":"1","key":"7016_CR47","doi-asserted-by":"publisher","first-page":"011001","DOI":"10.1088\/1741-2552\/14\/1\/011001","volume":"14","author":"LR Quitadamo","year":"2017","unstructured":"Quitadamo LR, Cavrini F, Sbernini L, Riillo F, Bianchi L, Seri S, Saggio G (2017) Support vector machines to detect physiological patterns for EEG and EMG-based human\u2013computer interaction: a review. J Neural Eng 14(1):011001","journal-title":"J Neural Eng"},{"issue":"3","key":"7016_CR48","doi-asserted-by":"publisher","first-page":"473","DOI":"10.1037\/1528-3542.6.3.473","volume":"6","author":"JC Root","year":"2006","unstructured":"Root JC, Wong PS, Kinsbourne M (2006) Left hemisphere specialization for response to positive emotional expressions: a divided output methodology. Emotion 6(3):473\u2013483. https:\/\/doi.org\/10.1037\/1528-3542.6.3.473","journal-title":"Emotion"},{"issue":"10","key":"7016_CR49","doi-asserted-by":"publisher","first-page":"1522","DOI":"10.1093\/cercor\/bhj089","volume":"16","author":"M Rose","year":"2006","unstructured":"Rose M, Sommer T, B\u00fcchel C (2006) Integration of local features to a global percept by neural coupling. Cereb Cortex 16(10):1522\u20131528. https:\/\/doi.org\/10.1093\/cercor\/bhj089","journal-title":"Cereb Cortex"},{"key":"7016_CR50","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/j.learninstruc.2014.01.002","volume":"32","author":"JI Rotgans","year":"2014","unstructured":"Rotgans JI, Schmidt HG (2014) Situational interest and learning: thirst for knowledge. Learn Instr 32:37\u201350. https:\/\/doi.org\/10.1016\/j.learninstruc.2014.01.002","journal-title":"Learn Instr"},{"key":"7016_CR51","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1016\/j.cedpsych.2017.02.003","volume":"49","author":"JI Rotgans","year":"2017","unstructured":"Rotgans JI, Schmidt HG (2017) Interest development: arousing situational interest affects the growth trajectory of individual interest. Contemp Educ Psychol 49:175\u2013184. https:\/\/doi.org\/10.1016\/j.cedpsych.2017.02.003","journal-title":"Contemp Educ Psychol"},{"issue":"1","key":"7016_CR52","doi-asserted-by":"publisher","first-page":"e1459","DOI":"10.1371\/journal.pone.0001459","volume":"3","author":"S Sandk\u00fchler","year":"2008","unstructured":"Sandk\u00fchler S, Bhattacharya J (2008) Deconstructing insight: EEG correlates of insightful problem solving. PLoS One 3(1):e1459. https:\/\/doi.org\/10.1371\/journal.pone.0001459","journal-title":"PLoS One"},{"key":"7016_CR53","doi-asserted-by":"crossref","unstructured":"Sharma A, Singh M (2015) Assessing Alpha activity in Attention and Relaxed State: An EEG Analysis. Paper presented at the 1st International Conference on Next Generation Computing Technologies (NGCT-2015) Dehradun, India,","DOI":"10.1109\/NGCT.2015.7375171"},{"issue":"2","key":"7016_CR54","first-page":"176","volume":"12","author":"L Shen","year":"2009","unstructured":"Shen L, Wang M, Shen R (2009) Affective e-learning: using \"emotional\" data to improve learning in pervasive learning environment. Educ Technol Soc 12(2):176\u2013186","journal-title":"Educ Technol Soc"},{"issue":"4","key":"7016_CR55","doi-asserted-by":"publisher","first-page":"e0174949","DOI":"10.1371\/journal.pone.0174949","volume":"12","author":"WKY So","year":"2017","unstructured":"So WKY, Wong SWH, Mak JN, Chan RHM (2017) An evaluation of mental workload with frontal EEG. PLoS One 12(4):e0174949. https:\/\/doi.org\/10.1371\/journal.pone.0174949","journal-title":"PLoS One"},{"issue":"4","key":"7016_CR56","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1002\/wcs.1230","volume":"4","author":"DC Somers","year":"2013","unstructured":"Somers DC, Sheremata SL (2013) Attention maps in the brain. Wiley Interdiscip Rev Cogn Sci 4(4):327\u2013340. https:\/\/doi.org\/10.1002\/wcs.1230","journal-title":"Wiley Interdiscip Rev Cogn Sci"},{"key":"7016_CR57","unstructured":"Stern JM, Engel J (2004) Atlas of EEG patterns. Lippincott Williams & Wilkins"},{"key":"7016_CR58","doi-asserted-by":"crossref","unstructured":"Vecchiato G, Maglione AG, Cherubino P, Wasikowska B, Wawrzyniak A, Latuszynska A, Latuszynska M, Nermend K, Graziani I, Leucci MR, Trettel A, Babiloni F (2014) Neurophysiological tools to investigate consumer\u2019s gender differences during the observation of TV commercials. Comput Math Methods Med","DOI":"10.1155\/2014\/912981"},{"issue":"2","key":"7016_CR59","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1016\/j.conb.2007.02.002","volume":"17","author":"T Womelsdorf","year":"2007","unstructured":"Womelsdorf T, Fries P (2007) The role of neuronal synchronization in selective attention. Curr Opin Neurobiol 17(2):154\u2013160. https:\/\/doi.org\/10.1016\/j.conb.2007.02.002","journal-title":"Curr Opin Neurobiol"},{"issue":"1","key":"7016_CR60","doi-asserted-by":"publisher","first-page":"220","DOI":"10.1109\/TITS.2017.2749977","volume":"19","author":"C Yan","year":"2018","unstructured":"Yan C, Xie H, Liu S, Yin J, Zhang Y, Dai Q (2018) Effective Uyghur language text detection in complex background images for traffic prompt identification. IEEE Trans Intell Transp Syst 19(1):220\u2013229. https:\/\/doi.org\/10.1109\/TITS.2017.2749977","journal-title":"IEEE Trans Intell Transp Syst"},{"key":"7016_CR61","doi-asserted-by":"crossref","unstructured":"Yaomanee K, Setha P-n, Pasin INA (2012) Brain signal detection methodology for attention training using minimal EEG channels. Paper presented at the IEEE10th International Conference on ICT and Knowledge Engineering,","DOI":"10.1109\/ICTKE.2012.6408576"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-018-7016-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-018-7016-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-018-7016-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,13]],"date-time":"2024-07-13T10:57:39Z","timestamp":1720868259000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-018-7016-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,15]]},"references-count":61,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2019,6]]}},"alternative-id":["7016"],"URL":"https:\/\/doi.org\/10.1007\/s11042-018-7016-z","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,12,15]]},"assertion":[{"value":"31 May 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 November 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 November 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 December 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}