{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T01:44:50Z","timestamp":1767318290095,"version":"3.48.0"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032123916","type":"print"},{"value":"9783032123923","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":[[2026]]},"DOI":"10.1007\/978-3-032-12392-3_21","type":"book-chapter","created":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T01:40:34Z","timestamp":1767318034000},"page":"318-330","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Analysis of Air Traffic Controllers\u2019 Situation Awareness Based on Eye Movement Characteristics"],"prefix":"10.1007","author":[{"given":"Yanqing","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaolei","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Siyu","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingrui","family":"Ren","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,1,2]]},"reference":[{"key":"21_CR1","doi-asserted-by":"crossref","unstructured":"Endsley, M.R.: Design and evaluation for situation awareness enhancement. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 32, no. 5, pp. 97\u2013101. SAGE Publications (1998)","DOI":"10.1177\/154193128803200221"},{"key":"21_CR2","unstructured":"Endsley, M. R., Wise, J., Hopkin, V., et al.: Situation awareness in aviation systems. Handbook of Aviation Human Factors, Second Edition, pp. 257\u2013276 (2009)"},{"issue":"1","key":"21_CR3","first-page":"35","volume":"7","author":"MR Endsley","year":"1997","unstructured":"Endsley, M.R., Jones, D.G.: Situation awareness: a critical but ill - defined phenomenon. Int. J. Aviat. Psychol. 7(1), 35\u201351 (1997)","journal-title":"Int. J. Aviat. Psychol."},{"key":"21_CR4","doi-asserted-by":"crossref","unstructured":"Salvucci, D.D., Goldberg, J.H.: Identifying fixations and saccades in eye - tracking protocols. In: Proceedings of the 2000 Symposium on Eye Tracking Research & Applications, pp. 71\u201378. ACM (2000)","DOI":"10.1145\/355017.355028"},{"key":"21_CR5","unstructured":"Yi, B., et al.: Research on multimodal car interaction design based on situation awareness. Internal Combustion Engine & Parts, no. 05, pp. 82\u201384 (2023)"},{"key":"21_CR6","doi-asserted-by":"crossref","unstructured":"Yuvaraj, R., Sun, W.L., Wee, H.J.: A real time neurophysiological framework for general monitoring awareness of air traffic controllers. In: 2020 IEEE Asia - Pacific Conference on Computer Science and Data Engineering, pp. 1\u20136 (2020)","DOI":"10.1109\/CSDE50874.2020.9411589"},{"issue":"04","key":"21_CR7","first-page":"72","volume":"26","author":"H Jin","year":"2016","unstructured":"Jin, H., Liu, W., Chen, J.: Influence of situation awareness and gaze transfer patterns on tower control conflicts. China Safety Sci. J. 26(04), 72\u201377 (2016)","journal-title":"China Safety Sci. J."},{"key":"21_CR8","unstructured":"Liu, Y., et al.: Research on the influence of audio - visual dual - channel salience on the situation awareness of remote virtual tower controllers. J. Civil Aviat. 5(03), 45\u201350 (2021)"},{"issue":"07","key":"21_CR9","first-page":"65","volume":"27","author":"H Jin","year":"2017","unstructured":"Jin, H., Liu, Y., Zhu, G.: Measurement of controllers\u2019 situation awareness based on eye movement and performance analysis. China Safety Sci. J. 27(07), 65\u201370 (2017)","journal-title":"China Safety Sci. J."},{"issue":"1","key":"21_CR10","first-page":"1","volume":"32","author":"M Bongo","year":"2022","unstructured":"Bongo, M., Seva, R.: Effect of fatigue in air traffic controllers\u2019 workload, situation awareness, and control strategy. Int. J. Aerospace Psychol. 32(1), 1\u201323 (2022)","journal-title":"Int. J. Aerospace Psychol."},{"key":"21_CR11","doi-asserted-by":"crossref","unstructured":"Fern\u00e1ndez - Rodr\u00edguez, \u00c1., Ron - Angevin, R., Velasco - \u00c1lvarez, F., Diaz - Pineda, J., Letouz\u00e9, T., Andr\u00e9, J.-M.: Evaluation of single - trial classification to control a visual ERP - BCI under a situation awareness scenario. Brain Sci. 13, 886\u2013903 (2023)","DOI":"10.3390\/brainsci13060886"},{"key":"21_CR12","doi-asserted-by":"publisher","first-page":"1623","DOI":"10.3390\/ijerph19031623","volume":"19","author":"J Zhang","year":"2022","unstructured":"Zhang, J., Tian, X., Pan, J., Chen, Z., Zou, X.: A field study on safety performance of apron controllers at a large - scale airport based on digital tower. Int. J. Environ. Res. Public Health 19, 1623\u20131636 (2022)","journal-title":"Int. J. Environ. Res. Public Health"},{"key":"21_CR13","unstructured":"Jarodzka, H., van Gog, T., Dorr, M., Scheiter, K.: How eye tracking can inform instructional design. In: Khine, M.P. (ed.) Eye - Tracking Research for Pedagogical Innovation, pp. 13\u201334. Springer (2010)"},{"key":"21_CR14","unstructured":"Taylor, R.M.: Situation Awareness Rating Technique (SART): the development of a tool for the assessment of situation awareness. AGARD Conference Proceedings, vol. 478 (1990)"},{"issue":"8","key":"21_CR15","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6501\/ad457b","volume":"35","author":"Z Lv","year":"2024","unstructured":"Lv, Z., Gao, X., Xiao, H., et al.: Resistance spot welding defect detection based on vectorized dynamic resistance signal and LightGBM classifier. Meas. Sci. Technol. 35(8), 086113 (2024)","journal-title":"Meas. Sci. Technol."},{"key":"21_CR16","unstructured":"Ke, G., et al.: Lightgbm: a highly efficient gradient boosting decision tree. Adv. Neural Inform. Process. Syst. 30, 3146\u20133154 (2017)"},{"key":"21_CR17","doi-asserted-by":"crossref","unstructured":"Mishra, S., Mallick, R.K., Gadanayak, D.A., et al.: Real time intelligent detection of PQ disturbances with variational mode energy features and hybrid optimized LightGBM classifier. IEEE Xplore Digital Library, 25 Mar. 2024. https:\/\/ieeexplore.ieee.org\/document\/10478893","DOI":"10.1109\/ACCESS.2024.3381621"},{"key":"21_CR18","doi-asserted-by":"crossref","unstructured":"Boser, B.E., Guyon, I.E., Vapnik, V.N.: A training algorithm for optimal margin classifiers. In: *COLT \u201892: Proceedings of the fifth annual workshop on Computational learning theory*, pp. 144\u2013152. Association for Computing Machinery (1992)","DOI":"10.1145\/130385.130401"}],"container-title":["Lecture Notes in Computer Science","HCI International 2025 \u2013 Late Breaking Papers"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-12392-3_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T01:40:37Z","timestamp":1767318037000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-12392-3_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032123916","9783032123923"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-12392-3_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"2 January 2026","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":"Gothenburg","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Sweden","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 June 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 June 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2025.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}