Mental workload assessment using eye-tracking glasses in a simulated maritime scenario.

The primary goal of this study was the assessment of maritime operators’ mental workload in simulation scenarios designed for containing typical traffic situations to be handled by officers during usual routine ship navigation. Taskload was manipulated throughout the sessions to analyse changes in ocular activity during complexity peaks. Specifically, it was tested the viability of implementing a dynamic analysis of eye movements collected through eye tracking glasses (while the operator was freely moving on the bridge) and using the distribution of eye fixations as an indicator of mental workload. Another objective of the present study was to assess the relation between attentional control and the mental workload as perceived by the operators. Results showed that the distribution of eye fixations changed with taskload and that individuals showing high attentional control reported low workload. Furthermore, frequent eye movement transitions have been found between the instruments monitored, suggesting that the information they provide could most usefully be integrated for improving the operators’ performance.

[1]  Andrew T. Duchowski,et al.  Eye tracking within the packaging design workflow: interaction with physical and virtual shelves , 2011, NGCA '11.

[2]  Andrew T. Duchowski,et al.  The Effect of Full Body Versus Partial Body Graphic Labelling on Beverage Packaging , 2014 .

[3]  Nitesh Saxena,et al.  A Multi-Modal Neuro-Physiological Study of Phishing Detection and Malware Warnings , 2015, CCS.

[4]  D. Broadbent,et al.  The Cognitive Failures Questionnaire (CFQ) and its correlates. , 1982, The British journal of clinical psychology.

[5]  Francesco Di Nocera,et al.  Implementing dynamic changes in automation support using ocular-based metrics of mental workload: a laboratory study. , 2015 .

[6]  Bruce N. Walker,et al.  Advanced auditory cues on mobile phones help keep drivers' eyes on the road , 2013, AutomotiveUI.

[7]  Gastón Ares,et al.  Attentional capture and importance of package attributes for consumers' perceived similarities and differences among products: A case study with breakfast cereal packages. , 2014, Food research international.

[8]  Mark D. Dunlop,et al.  Towards an experimental design framework for evaluation of dynamic workload and situational awareness in safety critical maritime settings , 2012, BCS HCI.

[9]  Ola Lindroos,et al.  Examining the gaze behaviors of harvester operators: an eye-tracking study , 2015 .

[10]  Deborah A. Boehm-Davis,et al.  Do Interruptions Affect Quality of Work? , 2014, Hum. Factors.

[11]  Knud Benedict,et al.  Potentials of e-Navigation – Enhanced Support for Collision Avoidance , 2014 .

[12]  David Rosengrant,et al.  Following student gaze patterns in physical science lectures , 2012 .

[13]  Laura Chamberlain Eye Tracking Methodology; Theory and Practice , 2007 .

[14]  Torbjörn Falkmer,et al.  Eye Tracking During High Speed Navigation at Sea , 2012 .

[15]  Tapio Salakoski,et al.  Can IT health-care applications improve the medication tray-filling process at hospital wards? An exploratory study using eye-tracking and stress response , 2014, 2014 IEEE 16th International Conference on e-Health Networking, Applications and Services (Healthcom).

[16]  Michela Terenzi,et al.  ASTEF: A simple tool for examining fixations , 2008, Behavior research methods.

[17]  Margareta Lützhöft,et al.  Show me where you look and I'll tell you if you're safe: Eye tracking of maritime watchkeepers , 2007 .

[18]  Michela Terenzi,et al.  A Random Glance at the Flight Deck: Pilots' Scanning Strategies and the Real-Time Assessment of Mental Workload , 2007 .

[19]  S. Hart,et al.  Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research , 1988 .

[20]  Kyungah Choi,et al.  53.2: Visual Search and Attention: What Eye‐Tracking Reveals about Visual Performance in the Curved Display , 2015 .

[21]  Andreas Dengel,et al.  Analysis of text layout quality using wearable eye trackers , 2015, 2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW).

[22]  Erik Wästlund,et al.  Heuristics and resource depletion: eye-tracking customers’ in situ gaze behavior in the field , 2015 .