[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/3649902.3653945acmconferencesArticle/Chapter ViewAbstractPublication PagesetraConference Proceedingsconference-collections
research-article
Open access

An Educational Perspective on Eye Tracking in Engineering Sciences

Published: 04 June 2024 Publication History

Abstract

In the course Eye Tracking in Engineering Science, students develop a variety of skills. These competencies include both, theoretical knowledge and practical experience: in empirical research (i.e., the design of experiments and the writing of research papers), in eye tracking technology, and in applying computer science and statistics for data analysis. This competence building is done with a teaching concept based on pair-teaching and research-based learning - described in detail in the present article.

References

[1]
A. M. Vans A. von Mayrhauser. 1994. Program Understanding - A Survey. Technical Report CS-94-120. Colorado State University, Colorado State University.
[2]
Kent Beck. 1999. Extreme Programming Explained (2nd ed.). The Art of Computer Programming, Vol. 2. Addison-Wesley Longman, Reading, MA.
[3]
Dominik Bittner, Florian Hauser, Vamsi Krishna Nadimpalli, Lisa Grabinger, Susanne Staufer, and Jürgen Mottok. 2023. Towards Eye Tracking based Learning Style Identification. In Proceedings of the 5th European Conference on Software Engineering Education (Seeon/Bavaria, Germany) (ECSEE ’23). Association for Computing Machinery, New York, NY, USA, 138–147. https://doi.org/10.1145/3593663.3593680
[4]
Aga Bojko. 2013. Eye Tracking the User Experience: A Practical Guide to Research. Rosenfeld Media, San Francisco, CA, USA.
[5]
Dustin Boswell and Trevor Foucher. 2011. The Art of Readable Code: Simple and Practical Techniques for Writing Better Code. O’Reilly and Associates, New York, NY, USA.
[6]
Axel Böttcher, Matthias Utesch, and Austin Moore. 2021. Erfahrungen mit Pair-Teaching für Software Engineering: Kooperation von Hochschule und Industrie. In Software Engineering im Unterricht der Hochschulen. dpunkt, Heidelberg, Germany, 5–15.
[7]
Barbara Gross Davis. 2009. Tools for Teaching (2nd ed.). Jossey-Bass, San Francisco, CA, USA.
[8]
Daniel Kyle Davis and Feng Zhu. 2022. Analysis of software developers’ coding behavior: A survey of visualization analysis techniques using eye trackers. Computers in Human Behavior Reports 7 (2022), 100213. https://doi.org/10.1016/j.chbr.2022.100213
[9]
Gemeinsame Ethikkommission der Hochschulen Bayerns (GEHBa). 2020. Antrag und Dokumente. Gemeinsame Ethikkommission der Hochschulen Bayerns. Retrieved Feb 17, 2024 from https://www.gehba.de/antrag-und-dokumente
[10]
Andrew T. T. Duchowski. 2017. Eye Tracking Methodology: Theory and Practice (3rd ed.). Springer, Berlin, Germany.
[11]
Nicola Döring and Jürgen Bortz. 2016. Forschungsmethoden und Evaluation in den Sozial- und Humanwissenschaften. Springer, Berlin, Heidelberg.
[12]
Deutsche Forschungsgemeinschaft e.V. 2019. Leitlinien zur Sicherung guter wissenschaftlicher Praxis. Kodex 1, 1 (9 2019), 1–32.
[13]
Deutsche Forschungsgemeinschaft e.V.2023. Fachspezifische Empfehlungen zum Umgang mit Forschungsdaten. Deutsche Forschungsgemeinschaft e.V. Retrieved Feb 17, 2024 from https://www.dfg.de/de/grundlagen-rahmenbedingungen/grundlagen-und-prinzipien-der-foerderung/forschungsdaten/empfehlungen
[14]
T. Ezer, M. Greiner, L. Grabinger, F. Hauser, and J. Mottok. 2023. EYE TRACKING AS TECHNOLOGY IN EDUCATION: DATA QUALITY ANALYSIS AND IMPROVEMENTS. In ICERI2023 Proceedings (Seville, Spain) (16th annual International Conference of Education, Research and Innovation). IATED, Sevilla, Spain, 4500–4509. https://doi.org/10.21125/iceri.2023.1127
[15]
Claudia Walter Franz Waldherr. 2021. didaktisch und praktisch: Methoden und Medien für die Präsenz- und Onlinelehre (3rd ed.). Schäffer-Poeschel, Reading, MA.
[16]
Lisa Grabinger, Florian Hauser, and Jürgen Mottok. 2022. Accessing the Presentation of Causal Graphs and an Application of Gestalt Principles with Eye Tracking. In 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER). 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), Honolulu, HI, USA, 1278–1285. https://doi.org/10.1109/SANER53432.2022.00153
[17]
Lisa Grabinger, Florian Hauser, and Jürgen Mottok. 2023. On the perception of graph layouts. J. Softw. 1 (7 2023), 1–18. Issue e2599. https://doi.org/10.1002/smr.2599
[18]
Regan Gurung and Janie Wilson. 2013. Doing the Scholarship of Teaching and Learning: Measuring Systematic Changes to Teaching and Improvements in Learning. Jossey-Bass, San Francisco.
[19]
Florian Hauser, Stefan Schreistetter, Rebecca Reuter, Jurgen Horst Mottok, Hans Gruber, Kenneth Holmqvist, and Nick Schorr. 2020. Code Reviews in C++. In Proceedings of the Symposium on Eye Tracking Research and Applications (ETRA). ACM, Stuttgart, 1–5. https://doi.org/10.1145/3379156.3391980
[20]
Eyal M. Reingold Heather Sheridan. 2017. The holistic processing account of visual expertise in medical image perception: A review. Frontiers in Psychology 8 (2017), 1–11. https://doi.org/10.3389/fpsyg.2017.01620
[21]
Kenneth Holmqvist and Richard Andersson. 2017. Eye tracking: A comprehensive guide to methods, paradigms, and measures (2nd ed.). CreateSpace Independent Publishing Platform, Charlston, SC.
[22]
Kenneth Holmqvist, Marcus Nyström, and et al.2011. Eye Tracking: A Comprehensive Guide To Methods And Measures. Oxford University Press, New York, NY, USA.
[23]
Ellen M. Kok. 2016. Developing visual expertise. From Shades of Grey to Diagnostic Reasoning in Radiology. PhD-Thesis. University of Maastricht, Masstricht.
[24]
Ellen M. Kok, Anique B.H. de Bruin, Simon G.F. Robben, and Jeroen J.G. van Merriënboer. 2012. Looking in the same manner but seeing it differently: Bottom-up and expertise effects in radiology. Applied Cognitive Psychology 26, 6 (2012), 854–862. https://doi.org/10.1002/acp.2886
[25]
Daniel Moody. 2009. The “Physics” of Notations: Toward a Scientific Basis for Constructing Visual Notations in Software Engineering. IEEE Transactions on Software Engineering 35, 6 (Nov. 2009), 756–779.
[26]
Jürgen Mottok. 2024. Modulbeschreibung Eye-Tracking in Engineering Sciences (ETES). OTH Regensburg. https://elektro-informationstechnik.oth-regensburg.de/fileadmin/Bereiche/Fakultaet_EI/Dok_Studium/WiSe_2023_24/Modulhandbuecher/Modulhandbuch_MAP_SPO_2019_WiSe23.pdf
[27]
Jürgen Mottok, Josef Merk, and Thomas Falter. 2016. A multidimensional view of the Graves value systems model on teaching and learning leading to a student-centered learning: Graves model revisited. In 2016 IEEE Global Engineering Education Conference, EDUCON 2016, Abu Dhabi, United Arab Emirates, April 10-13, 2016. IEEE, OTH Regensburg, 503–512. https://doi.org/10.1109/EDUCON.2016.7474600
[28]
Markus Nivala, Florian Hauser, Jurgen Mottok, and Hans Gruber. 2016. Developing visual expertise in software engineering: An eye tracking study. In Proceedings of the Global Engineering Education Conference (EDUCON). IEEE, Abu Dhabi, 613–620. https://doi.org/10.1109/EDUCON.2016.7474614
[29]
Kersten Reich. 2012. Konstruktivistische Didaktik: Das Lehr- und Studienbuch mit Online-Methodenpool. Beltz, Weinheim. Published in collaboration with University of Cologne, Germany.
[30]
Kersten Reich. 2017. Unterrichtsmethoden im konstruktiven und systemischen Methodenpool. University Cologne. Retrieved Feb 13, 2024 from http://methodenpool.uni-koeln.de/
[31]
RStudio. 2024. RStudio - Entwicklungsumgebung für R. R Community. Retrieved Feb 13, 2024 from https://www.heise.de/download/product/rstudio
[32]
Dirk Rustemeyer. 1985. Kommunikation oder Didaktik? Aporien kommunikativer Didaktik und Konstruktionsprobleme kommunikativer Bildungstheorie. Pädagogische Rundschau 39, 5 (1985), 61–85.
[33]
Laxmi Shrestha and Anand Kumar Kumar Bishal. 2021. Writing A Research Paper: A Guide. Journal of Universal College of Medical Sciences 9 (06 2021), 76–81. https://doi.org/10.3126/jucms.v9i01.37987
[34]
Tobii Pro. 2021. Tobii Pro Lab Description. https://www.tobiipro.com/siteassets/tobii-pro/products/software/tobii-pro-lab/Tobii_Pro_Lab_Product_Description.pdf/?v=1.181
[35]
Piyu Tripathy and Kshirasagar Naik. 2014. Software Evolution and Maintenance: A Practitioner’s Approach. John Wiley and Sons, New York, NY, USA.
[36]
Johannes Wildt. 2009. Forschendes Lernen: Lernen im „Format“ der Forschung. In journal hochschuldidaktik. Center for Research on Higher Education and Faculty Development, Dortmund, Germany, 4–7.
[37]
Laurie Ann Williams. 2000. The Collaborative Software Process. Ph. D. Dissertation. University of Utah, Salt Lake City, USA.
[38]
WU (Wirtschaftsuniversität Wien). 2024. The Comprehensive R Archive Network. R Community. https://cran.r-project.org/
[39]
YG. Guéhéneuc Z. Sharafi, B. Sharif. 2020. A practical guide on conducting eye tracking studies in software engineering.Empir Software Eng 25, 4 (Dec. 2020), 3128–3174.
[40]
Johannes Zagermann. 2016. Measuring Cognitive Load using Eye Tracking Technology in Visual Computing. In Proceedings of the Sixth Workshop on Beyond Time and Errors on Novel Evaluation Methods for Visualization. ACM Press, New York, NY.

Cited By

View all
  • (2024)Statistical Analysis of Eye Movement Data for BeginnersProceedings of Mensch und Computer 202410.1145/3670653.3670678(21-28)Online publication date: 1-Sep-2024

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and Applications
June 2024
525 pages
ISBN:9798400706073
DOI:10.1145/3649902
This work is licensed under a Creative Commons Attribution International 4.0 License.

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 04 June 2024

Check for updates

Author Tags

  1. empirical research
  2. eye tracking in engineering sciences
  3. master course
  4. pair-teaching
  5. research-based learning

Qualifiers

  • Research-article
  • Research
  • Refereed limited

Conference

ETRA '24

Acceptance Rates

Overall Acceptance Rate 69 of 137 submissions, 50%

Upcoming Conference

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)164
  • Downloads (Last 6 weeks)31
Reflects downloads up to 06 Jan 2025

Other Metrics

Citations

Cited By

View all
  • (2024)Statistical Analysis of Eye Movement Data for BeginnersProceedings of Mensch und Computer 202410.1145/3670653.3670678(21-28)Online publication date: 1-Sep-2024

View Options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

HTML Format

View this article in HTML Format.

HTML Format

Login options

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media