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Król, Karol (2026) Automated Detection of Deceptive Design Patterns on University Websites: A Comparative Analysis of Browser-Based Tools and LLM-Based Approaches. Applied Sciences, 16 (9). doi:10.3390/app16094543

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Reference TypeJournal (article/letter/editorial)
TitleAutomated Detection of Deceptive Design Patterns on University Websites: A Comparative Analysis of Browser-Based Tools and LLM-Based Approaches
JournalApplied Sciences
AuthorsKról, KarolAuthor
Year2026 (May 5)Volume16
Issue9
PublisherMDPI AG
DOIdoi:10.3390/app16094543Search in ResearchGate
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Mindat Ref. ID19928852Long-form Identifiermindat:1:5:19928852:8
GUID0
Full ReferenceKról, Karol (2026) Automated Detection of Deceptive Design Patterns on University Websites: A Comparative Analysis of Browser-Based Tools and LLM-Based Approaches. Applied Sciences, 16 (9). doi:10.3390/app16094543
Plain TextKról, Karol (2026) Automated Detection of Deceptive Design Patterns on University Websites: A Comparative Analysis of Browser-Based Tools and LLM-Based Approaches. Applied Sciences, 16 (9). doi:10.3390/app16094543
In(2026, April) Applied Sciences Vol. 16 (9). MDPI AG

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Not Yet Imported: Journal of Legal Analysis - journal-article : 10.1093/jla/laaa006

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Not Yet Imported: ACM Computing Surveys - journal-article : 10.1145/3571730

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(2025) Univers. Access Inf. Soc. Analysis of the Digital Accessibility of Selected Polish Government Portals for Persons with Disabilities 24, 2705
Fakrudeen (2025) Univers. Access Inf. Soc. Evaluation of the Accessibility and Usability of University Websites: A Comparative Study of the Gulf Region 24, 1883
Ara (2025) Univers. Access Inf. Soc. An Inclusive Framework for Automated Web Content Accessibility Evaluation 24, 1581
Not Yet Imported: - journal-article : 10.1002/advs.202100707

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Not Yet Imported: - journal-article : 10.1007/s10209-014-0358-z

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Not Yet Imported: - proceedings-article : 10.1145/3313831.3376321

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Gray, C.M., Santos, C.T., Bielova, N., and Mildner, T. (2024). An Ontology of Dark Patterns Knowledge: Foundations, Definitions, and a Pathway for Shared Knowledge-Building. Proceedings of the CHI Conference on Human Factors in Computing Systems, Honolulu, HI, USA, 11 May 2024, ACM.
Not Yet Imported: - journal-article : 10.1002/bdm.1897

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Not Yet Imported: Journal of Behavioral Decision Making - journal-article : 10.1002/bdm.2035

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Escobar (2025) Judgm. Decis. Mak. A Systematic Review of Effort Discounting Research in Humans: Current Knowledge, Recommendations, and Future Directions 20, e33
Not Yet Imported: - proceedings-article : 10.1145/3563703.3596635

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Not Yet Imported: - proceedings-article : 10.1145/3411764.3445610

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Not Yet Imported: - proceedings-article : 10.1145/3173574.3174108

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Not Yet Imported: - proceedings-article : 10.1145/3549015.3554213

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Not Yet Imported: - proceedings-article : 10.1145/3544548.3581258

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Król, K. (2025). Between Truth and Hallucinations: Evaluation of the Performance of Large Language Model-Based AI Plugins in Website Quality Analysis. Appl. Sci., 15.
Wiratunga (2024) Artif. Intell. Rev. Towards the Automation of Systematic Reviews Using Natural Language Processing, Machine Learning, and Deep Learning: A Comprehensive Review 57, 200
Langford, A., Lin, S., Rakower, R., and Tao, T. (2026, February 12). Dark Pattern Detector. Available online: https://dark-pattern-detector.xyz/about/.
Zhao (2024) ACM Trans. Intell. Syst. Technol. Explainability for Large Language Models: A Survey 15, 1
Król, K. (2025). From Local Interfaces to Global Challenges: Auditing Digital Noise on University Websites in Poland. Information, 16.
(2026, March 28). List of Public Higher Education Institutions Supervised by the Minister for Higher Education and Science—Public Universities, Available online: https://www.gov.pl/web/nauka/wykaz-uczelni-publicznych-nadzorowanych-przez-ministra-wlasciwego-ds-szkolnictwa-wyzszego-i-nauki-publiczne-uczelnie-akademickie.
(2026, March 28). Pattern Shield: Real-Time Deceptive Pattern Detector. Available online: https://www.patternshield.com/.
dela Cruz, F.M. (2026, March 28). Dark Pattern Detector. Available online: https://www.floramaydc.com/.


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