{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T04:54:35Z","timestamp":1726030475100},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030201470"},{"type":"electronic","value":"9783030201487"}],"license":[{"start":{"date-parts":[[2019,6,2]],"date-time":"2019-06-02T00:00:00Z","timestamp":1559433600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-20148-7_22","type":"book-chapter","created":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T16:00:49Z","timestamp":1559404849000},"page":"234-245","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Investigating Human Visual Behavior by Hidden Markov Models in the Design of Marketing Information"],"prefix":"10.1007","author":[{"given":"Jerzy","family":"Grobelny","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rafa\u0142","family":"Michalski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,6,2]]},"reference":[{"issue":"9\/10","key":"22_CR1","doi-asserted-by":"publisher","first-page":"2151","DOI":"10.1108\/EJM-02-2017-0143","volume":"52","author":"C Grebitus","year":"2018","unstructured":"Grebitus, C., Roosen, J.: Influence of non-attendance on choices with varying complexity. Eur. J. Mark. 52(9\/10), 2151\u20132172 (2018). \n                    https:\/\/doi.org\/10.1108\/EJM-02-2017-0143","journal-title":"Eur. J. Mark."},{"issue":"4","key":"22_CR2","doi-asserted-by":"publisher","first-page":"462","DOI":"10.1108\/JSM-01-2017-0039","volume":"32","author":"F Mu\u00f1oz Leiva","year":"2018","unstructured":"Mu\u00f1oz Leiva, F., Li\u00e9bana-Cabanillas, F., Hern\u00e1ndez-M\u00e9ndez, J.: Etourism advertising effectiveness: banner type and engagement as moderators. J. Serv. Mark. 32(4), 462\u2013475 (2018). \n                    https:\/\/doi.org\/10.1108\/JSM-01-2017-0039","journal-title":"J. Serv. Mark."},{"key":"22_CR3","doi-asserted-by":"publisher","first-page":"430","DOI":"10.1007\/978-3-319-40250-5_41","volume-title":"Lecture Notes in Computer Science","author":"Rafa\u0142 Michalski","year":"2016","unstructured":"Michalski, R., Grobelny, J.: An eye tracking based examination of visual attention during pairwise comparisons of a digital product\u2019s package. In: UAHCI 2016. Part I. LNCS, vol. 9737, pp. 430\u2013441 (2016). \n                    https:\/\/doi.org\/10.1007\/978-3-319-40250-5_41"},{"issue":"3","key":"22_CR4","doi-asserted-by":"publisher","first-page":"395","DOI":"10.1080\/10803548.2017.1317469","volume":"24","author":"Rafa\u0142 Michalski","year":"2017","unstructured":"Michalski, R.: Information presentation compatibility in the simple digital control panel design \u2013 eye-tracking study. Int. J. Occup. Saf. Ergon. (2017). \n                    https:\/\/doi.org\/10.1080\/10803548.2017.1317469","journal-title":"International Journal of Occupational Safety and Ergonomics"},{"issue":"12","key":"22_CR5","first-page":"364","volume":"3","author":"F Ozkan","year":"2017","unstructured":"Ozkan, F., Ulutas, H.B.: Using eye-tracking data to evaluate medicine information leaflets on-screen. J. Math. Stat. Sci. 3(12), 364\u2013376 (2017)","journal-title":"J. Math. Stat. Sci."},{"key":"22_CR6","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1016\/j.jretconser.2018.03.006","volume":"43","author":"PT Huddleston","year":"2018","unstructured":"Huddleston, P.T., Behe, B.K., Driesener, C., Minahan, S.: Inside-outside: using eye-tracking to investigate search-choice processes in the retail environment. J. Retail. Consum. Serv. 43, 85\u201393 (2018). \n                    https:\/\/doi.org\/10.1016\/j.jretconser.2018.03.006","journal-title":"J. Retail. Consum. Serv."},{"key":"22_CR7","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780198524793.001.0001","volume-title":"Active vision. The psychology of looking and seeing","author":"JM Findlay","year":"2003","unstructured":"Findlay, J.M., Gilchrist, I.D.: Active vision. The psychology of looking and seeing. Oxford University Press, New York (2003)"},{"issue":"4","key":"22_CR8","doi-asserted-by":"publisher","first-page":"421","DOI":"10.1177\/001872088602800405","volume":"28","author":"SR Ellis","year":"1986","unstructured":"Ellis, S.R., Stark, L.: Statistical dependency in visual scanning. Hum. Factors: J. Hum. Factors Ergon. Soc. 28(4), 421\u2013438 (1986). \n                    https:\/\/doi.org\/10.1177\/001872088602800405","journal-title":"Hum. Factors: J. Hum. Factors Ergon. Soc."},{"key":"22_CR9","doi-asserted-by":"publisher","unstructured":"Hayashi, M.: Hidden Markov models to identify pilot instrument scanning and attention patterns. In: 2003 IEEE International Conference on Systems, Man and Cybernetics, vol. 3, pp. 2889\u20132896 (2003). \n                    https:\/\/doi.org\/10.1109\/ICSMC.2003.1244330","DOI":"10.1109\/ICSMC.2003.1244330"},{"issue":"4","key":"22_CR10","doi-asserted-by":"publisher","first-page":"519","DOI":"10.1007\/BF02295608","volume":"68","author":"J Liechty","year":"2003","unstructured":"Liechty, J., Pieters, R., Wedel, M.: Global and local covert visual attention: evidence from a Bayesian hidden Markov model. Psychometrika 68(4), 519\u2013541 (2003). \n                    https:\/\/doi.org\/10.1007\/BF02295608","journal-title":"Psychometrika"},{"issue":"4","key":"22_CR11","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1016\/j.cogsys.2008.01.002","volume":"9","author":"J Simola","year":"2008","unstructured":"Simola, J., Saloj\u00e4rvi, J., Kojo, I.: Using hidden Markov model to uncover processing states from eye movements in information search tasks. Cogn. Syst. Res. 9(4), 237\u2013251 (2008). \n                    https:\/\/doi.org\/10.1016\/j.cogsys.2008.01.002","journal-title":"Cogn. Syst. Res."},{"issue":"11","key":"22_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1167\/14.11.8","volume":"14","author":"T Chuk","year":"2014","unstructured":"Chuk, T., Chan, A.B., Hsiao, J.H.: Understanding eye movements in face recognition using hidden Markov models. J. Vis. 14(11), 1\u201314 (2014). \n                    https:\/\/doi.org\/10.1167\/14.11.8","journal-title":"J. Vis."},{"key":"22_CR13","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-319-46589-0_1","volume-title":"Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology \u2013 ISAT 2016 \u2013 Part III","author":"Jerzy Grobelny","year":"2016","unstructured":"Grobelny, J., Michalski, R.: Applying hidden Markov models to visual activity analysis for simple digital control panel operations. In: Proceedings of 37th International Conference on Information Systems Architecture and Technology. ISAT 2016, Part III, Advances in Intelligent Systems on Computing, vol. 523 (2017). \n                    https:\/\/doi.org\/10.1007\/978-3-319-46589-0_1"},{"key":"22_CR14","doi-asserted-by":"publisher","unstructured":"Grobelny J., Michalski R.: Zastosowanie modeli Markowa z ukrytymi stanami do analizy aktywno\u015bci wzrokowej w procesie oceny wirtualnych opakowa\u0144 technik\u0105 por\u00f3wnywania parami. Zeszyty Naukowe Politechniki Pozna\u0144skiej. Organizacja i Zarz\u0105dzanie, vol. 73, pp. 111\u2013125 (2017). \n                    https:\/\/doi.org\/10.21008\/j.0239-9415.2017.073.08","DOI":"10.21008\/j.0239-9415.2017.073.08"},{"key":"22_CR15","unstructured":"Michalski, R., Ogar, A.: Wp\u0142yw struktury graficznej prostych ulotek reklamowych na preferencje potencjalnych klient\u00f3w - badanie okulograficzne. Zeszyty Naukowe Politechniki Pozna\u0144skiej. Organizacja i Zarz\u0105dzanie (2019). \n                    http:\/\/www.zeszyty.fem.put.poznan.pl\/"},{"issue":"3","key":"22_CR16","first-page":"153","volume":"7","author":"AA Markov","year":"1913","unstructured":"Markov, A.A.: An example of statistical investigation of the text Eugene Onegin concerning the connection of samples in chains. Bull. Imperial Acad. Sci. St. Petersburg 7(3), 153\u2013162 (1913). (in Russian). Unpublished English translation by Morris Halle (1955). Nitussov, A.Y., Voro-pai, L., Custance, G., Link, D. (trans.): Science in Context 19(4), 591\u2013600 (2006)","journal-title":"Bull. Imperial Acad. Sci. St. Petersburg"},{"issue":"2","key":"22_CR17","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1109\/5.18626","volume":"77","author":"LR Rabiner","year":"1989","unstructured":"Rabiner, L.R.: A tutorial on hidden Markov models and selected applications in speech recognition. Proc. IEEE 77(2), 257\u2013286 (1989). \n                    https:\/\/doi.org\/10.1109\/5.18626","journal-title":"Proc. IEEE"},{"key":"22_CR18","unstructured":"TIBCO Software Inc.: Statistica (data analysis software system), version 13 (2017). \n                    http:\/\/statistica.io"},{"key":"22_CR19","unstructured":"Baum, L.E.: An inequality and associated maximization technique in statistical estimation for probabilistic functions of Markov processes. In: Shisha, O. (ed.). Proceedings of the 3rd Symposium on Inequalities, pp. 1\u20138. University of California, Los Angeles (1972)"},{"key":"22_CR20","unstructured":"Murphy, K.: Hidden Markov Model (HMM) Toolbox for Matlab (1998, 2005). \n                    www.cs.ubc.ca\/~murphyk\/Software\/HMM\/hmm.html"},{"key":"22_CR21","unstructured":"Mathworks: Matlab (R2018b) (2018). \n                    http:\/\/www.mathworks.com"},{"key":"22_CR22","first-page":"267","volume-title":"Second International Symposium on Information Theory","author":"H Akaike","year":"1973","unstructured":"Akaike, H.: Information theory as an extension of the maximum likelihood theory. In: Petrov, B.N., Csaki, F. (eds.) Second International Symposium on Information Theory, pp. 267\u2013281. Akademiai Kiado, Budapest (1973)"},{"issue":"2","key":"22_CR23","doi-asserted-by":"publisher","first-page":"461","DOI":"10.1214\/aos\/1176344136","volume":"6","author":"G Schwarz","year":"1978","unstructured":"Schwarz, G.: Estimating the dimension of a model. Ann. Stat. 6(2), 461\u2013464 (1978). \n                    https:\/\/doi.org\/10.1214\/aos\/1176344136","journal-title":"Ann. Stat."},{"key":"22_CR24","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1016\/0042-6989(68)90066-7","volume":"8","author":"M Jeannerod","year":"1968","unstructured":"Jeannerod, M., Gerin, P., Pernier, J.: Deplacements et fixations du regard dans l\u2019exploration libre d\u2019une scene visuelle. Vis. Res. 8, 81\u201397 (1968)","journal-title":"Vis. Res."},{"issue":"1","key":"22_CR25","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1016\/S0010-9452(73)80019-X","volume":"9","author":"F Ch\u00e9dru","year":"1973","unstructured":"Ch\u00e9dru, F., Leblanc, M., Lhermitte, F.: Visual searching in normal and brain-damaged subjects (contribution to the study of unilateral inattention). Cortex 9(1), 94\u2013111 (1973)","journal-title":"Cortex"},{"issue":"4","key":"22_CR26","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1111\/1467-7687.00237","volume":"5","author":"F Simion","year":"2002","unstructured":"Simion, F., Valenza, E., Cassia, V.M., Turati, C., Umilt\u00e0, C.: Newborns\u2019 preference for up\u2013down asymmetrical configurations. Dev. Sci. 5(4), 427\u2013434 (2002). \n                    https:\/\/doi.org\/10.1111\/1467-7687.00237","journal-title":"Dev. Sci."},{"issue":"4","key":"22_CR27","doi-asserted-by":"publisher","first-page":"225","DOI":"10.3758\/BF03211502","volume":"40","author":"CW Eriksen","year":"1986","unstructured":"Eriksen, C.W., James, J.D.S.: Visual attention within and around the field of focal attention: a zoom lens model. Percept. Psychophys. 40(4), 225\u2013240 (1986). \n                    https:\/\/doi.org\/10.3758\/BF03211502","journal-title":"Percept. Psychophys."}],"container-title":["Advances in Intelligent Systems and Computing","Advances in Human Factors and Simulation"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-20148-7_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T16:04:42Z","timestamp":1559405082000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-20148-7_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6,2]]},"ISBN":["9783030201470","9783030201487"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-20148-7_22","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019,6,2]]},"assertion":[{"value":"2 June 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AHFE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Applied Human Factors and Ergonomics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Washington D.C., DC","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 July 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 July 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ahfe2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.ahfe2019.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}