91% of UAT participants rated the Taklif.AI user interface as intuitive¶

Claim · All claims
Evidence · 1 study · design r2 · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? In the same 68-participant user acceptance test, 91% (62/68) rated the user interface as intuitive, with the usability item scoring at least 4. → Zaki Kurdya 2026

Evidence¶

Zaki Kurdya 2026¶

Zaki Kurdya, Mohammed Zuqlam, Salem Amassi, Shady Telbany, Motaz Saad. (2026). Taklif.AI: LLM-Powered Platform for Interest-Based Personalized College Assignments. https://arxiv.org/abs/2605.05842 doi:10.48550/arxiv.2605.05842

q2 · i? · design · r2

Usability outcome from the same preliminary user acceptance testing sessions (approximately 12 minutes each, structured 5-point Likert questionnaire). The article reports that "91% of participants (62/68) rated the user interface as intuitive". No effect size is printed.

"91% of participants (62/68) rated the user interface as intuitive (item 2 scored≥4)."

Discussion¶

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