Analisis User Interface Website SIAM UNPRI Berbasis Eye Tracking

  • Evta Indra Universitas Prima Indonesia
  • Muhammad Farhan Universitas Prima Indonesia
  • Lamtiur Rondang Wulan Lumbanraja Universitas Prima Indonesia
  • Anggie Monica Karim Universitas Prima Indonesia
  • Eka Mariyanti Universitas Dharma Andalas
  • Deni Adha Akbari Universitas Muhammadiyah Prof Dr HAMKA
  • Rizki Edmi Edison Universiti Brunei Darussalam
Keywords: visual attention, eye tracking, user experience, SIAM

Abstract

This research aims to analyze the visual attention of the User Interface/User Experience (UI/UX) of the Student Academic Information System (SIAM) website at Prima Indonesia University (Unpri) based on eye tracking to enhance user experience. Unpri, as a progressive educational institution, has utilized information technology to provide academic services for students through the online SIAM. However, the complexity of some features within the learning platform often poses difficulties for certain students in its usage. In order to improve the effectiveness and efficiency of the SIAM website, this research employs eye tracking methodology to observe users' eye movements while interacting with the website interface. The findings of this research are expected to provide valuable insights to the campus administration to enhance user experience, thus making the SIAM website a more effective and efficient system in supporting the learning process and academic administration at Unpri.

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References

I. P. Y. A. Ariwanta, I. M. A. O. Gunawan, and G. Indrawan, “Evaluasi User Experience Sistem Informasi Akademik Pada Website mahasiswa. pkkb. ac. id Menggunakan User Experience Questionnaire (UEQ),” J. Inf. Syst. Res., vol. 5, no. 2, pp. 363–373, 2024, doi: 10.47065/josh.v5i2.4490.

S. G. N. K. S Jelantik, I. P. Satwika, and I. N. Y. Anggara, “Analisis Sistem Informasi Akademik STMIK Primakarya Menggunakan User Experience Questionnaire (UEQ),” Jutisi J. Ilm. Tek. Inform. Dan Sist. Inf., vol. 8, no. 3, pp. 95–106, 2019.

A. A. G. K. E. Putra, H. M. Az-Zahra, and D. Pramono, “Evaluasi dan Perbaikan User Experience pada Situs Web Sistem Informasi Mahasiswa Online (SIMON) Universitas Warmadewa menggunakan User Experience Questionnaire (UEQ) dan Human Centered Design (HCD),” J. Pengemb. Teknol. Inf. dan Ilmu Komput., vol. 6, no. 8, pp. 3828–3837, 2022.

F. Heri Surya Ramadhani, “ANALISA WEBSITE SISTEM AKADEMIK INSTITUT BISNIS DAN TEKNOLOGI MENGGUNAKAN METODE UEQ ( USER EXPERIENCE QUESTIONNAIRE ),” J. SATYA Inform., vol. 8, no. 01, pp. 95–103, Jun. 2023, doi: 10.59134/jsk.v8i01.243.

Y. V. S. Mendonça, P. G. V. Naranjo, and D. C. Pinto, “The Role of Technology in the Learning Process: A Decision Tree-Based Model Using Machine Learning,” Emerg. Sci. J., vol. 6, pp. 280–295, Jan. 2023, doi: 10.28991/ESJ-2022-SIED-020.

A. H. Lubis, S. Z. S. Idrus, and S. A. Rashid, “The exposure of MOOC usage in indonesia,” Int. J. Sci. Technol. Res., vol. 9, no. 2, pp. 2716–2720, 2020.

A. N. Saleem, N. M. Noori, and F. Ozdamli, “Gamification Applications in E-learning: A Literature Review,” Technol. Knowl. Learn., vol. 27, no. 1, pp. 139–159, Mar. 2022, doi: 10.1007/s10758-020-09487-x.

A. H. Kusumo and M. Hartono, “The evaluation of academic website using eye tracker and UEQ: a case study in a website of xyz,” IOP Conf. Ser. Mater. Sci. Eng., vol. 703, no. 1, p. 012049, Nov. 2019, doi: 10.1088/1757-899X/703/1/012049.

B. T. Carter and S. G. Luke, “Best practices in eye tracking research,” Int. J. Psychophysiol., vol. 155, pp. 49–62, Sep. 2020, doi: 10.1016/j.ijpsycho.2020.05.010.

A. F. Klaib, N. O. Alsrehin, W. Y. Melhem, H. O. Bashtawi, and A. A. Magableh, “Eye tracking algorithms, techniques, tools, and applications with an emphasis on machine learning and Internet of Things technologies,” Expert Syst. Appl., vol. 166, p. 114037, Mar. 2021, doi: 10.1016/j.eswa.2020.114037.

N. Hristozova, P. Ozimek, and J. P. Siebert, “Efficient Egocentric Visual Perception Combining Eye-tracking, a Software Retina and Deep Learning,” ArXiv, vol. abs/1809.01633, 2018, [Online]. Available: https://api.semanticscholar.org/CorpusID:52166507

E. G. Moreno-Esteva, S. L. J. White, J. M. Wood, and A. A. Black, “Application of mathematical and machine learning techniques to analyse eye-tracking data enabling better understanding of children’s visual-cognitive behaviours,” Front. Learn. Res., pp. 72–84, Dec. 2018, doi: 10.14786/flr.v6i3.365.

B. H. Ulutas, N. F. Özkan, and R. Michalski, “Application of hidden Markov models to eye tracking data analysis of visual quality inspection operations,” Cent. Eur. J. Oper. Res., vol. 28, no. 2, pp. 761–777, Jun. 2020, doi: 10.1007/s10100-019-00628-x.

K. Lukander, “A short review and primer on eye tracking in human computer interaction applications,” ArXiv, vol. abs/1609.07342, 2016, [Online]. Available: https://api.semanticscholar.org/CorpusID:7197235

Y. Hang, X. Yi, and C. Xianglan, “Eye-Tracking Studies in Visual Marketing: Review and Prospects,” Foreign Econ. Manag., vol. 40, no. 12, pp. 98–108, 2018, doi: 10.16538/j.cnki.fem.2018.12.007.

T. Colliot and É. Jamet, “Understanding the effects of a teacher video on learning from a multimedia document: an eye-tracking study,” Educ. Technol. Res. Dev., vol. 66, no. 6, pp. 1415–1433, 2018, doi: 10.1007/s11423-018-9594-x.

J. Wang, P. Antonenko, M. Celepkolu, Y. Jimenez, E. Fieldman, and A. Fieldman, “Exploring Relationships Between Eye Tracking and Traditional Usability Testing Data,” Int. J. Human–Computer Interact., vol. 35, no. 6, pp. 483–494, 2019, doi: 10.1080/10447318.2018.1464776.

S. D. Aljehane, B. Sharif, and J. I. Maletic, “Studying Developer Eye Movements to Measure Cognitive Workload and Visual Effort for Expertise Assessment,” Proc. ACM Human-Computer Interact., vol. 7, no. ETRA, pp. 1–18, May 2023, doi: 10.1145/3591135.

R. F. A. Aziza, “ANALISA USABILITY DESAIN USER INTERFACE PADA WEBSITE TOKOPEDIA MENGGUNAKAN METODE HEURISTICS EVALUATION,” J. Tekno Kompak, vol. 13, no. 1, p. 7, Feb. 2019, doi: 10.33365/jtk.v13i1.265.

A. H. Kusumo, I. M. Ronyastra, M. Hartono, and A. Sofian, “Analisis Penempatan Iklan dan Logo Sponsor pada Acara Olahraga dengan Teknologi Eye Tracking ,” INOBIS J. Inov. Bisnis dan Manaj. Indones., vol. 5, no. 4, pp. 475–488, Aug. 2022, doi: 10.31842/jurnalinobis.v5i4.245.

F. Zein and D. R. Ningtyas, “Evaluasi Usability pada Website Universitas Pancasila Menggunakan Metode Eye Tracking dan System Usability Scale,” J. Media Tek. dan Sist. Ind., vol. 7, no. 2, p. 122, Sep. 2023, doi: 10.35194/jmtsi.v7i2.3425.

G. Ismadianti, G. I. Marthasari, and E. D. Wahyuni, “Analisis Perbandingan Usability Website E-Commerce Konveksi Menggunakan Metode Eye-Tracking,” J. Repos., vol. 3, no. 2, pp. 169–182, 2021, doi: https://doi.org/10.22219/repositor.v3i2.31045.

V. Tasril, J. P. J. Prayoga, and S. F. Jayusman, “USER INTERFACE DAN UJI USABILITY MENGGUNAKAN PENDEKATAN HUMAN- CENTERED DESIGN UNTUK SISTEM AKUNTANSI PENDATAAN KAS BERBASIS WEB,” War. Dharmawangsa, vol. 16, no. 3, pp. 371–382, Aug. 2022, doi: 10.46576/wdw.v16i3.2232.

M. A. Pratama, Y. H. Anisa, N. Amilah, A. Avorizano, and R. E. Edison, “The Influence of Pop Up Notification on Visual Attention and Learning,” Educ. Q. Rev., vol. 4, no. 4, Dec. 2021, doi: 10.31014/aior.1993.04.04.409.

R. E. Edison, Y. H. Anisa, and F. R. Fauzy, “ANALISIS ATENSI VISUAL PEROKOK DAN NON PEROKOK BERBASIS HUMAN EYE TRACKER TERHADAP GAMBAR PERINGATAN KESEHATAN PADA BUNGKUS ROKOK,” J. Kesehat. Masy. Andalas, vol. 15, no. 2, 2021.

D. Adha Akbari, U. Sumarwan, N. Hasanah, and R. Edison, “EXPLORING JUST NOTICEABLE DIFFERENCE BETWEEN AI ENDORSERS AND HUMAN ENDORSERS IN ADVERTISING CAMPAIGNS,” Seybold Rep., vol. 18, no. 18, 2023, doi: 10.5281/zenodo.8241117.

Published
2024-07-03
How to Cite
Indra, E., Farhan, M., Lumbanraja, L. R. W., Karim, A. M., Mariyanti, E., Akbari, D. A., & Edison, R. E. (2024). Analisis User Interface Website SIAM UNPRI Berbasis Eye Tracking. Jurnal Teknologi Dan Sistem Informasi Bisnis, 6(3), 443-449. https://doi.org/10.47233/jteksis.v6i3.1387
Section
Articles