QuizFi
Developer : Mogtaba Nayebpour
Date: 2025/06/02
Smart Certificate:
A New Way to Create Professional Questions with ASQS Mojtaba Nayebpour June 2, 2025 Abstract Smart Certificate introduces a groundbreaking approach called Adaptive Semantic Quiz Synthesis (ASQS), which uses artificial intelligence to create high-quality, tailored questions for professional certifications and assessments. By combining deep semantic analysis with adaptive customization, ASQS generates diverse questions that test foundational knowledge, analytical skills, and creative problem-solving. These questions are perosonalized for specific fields, professional standards, and learner needs, making them perfect for educational platforms, certification bodies, and specialized question banks. With its precision and flexibility, ASQS enhances professional evaluations, delivering an engaging and effective experience. Keywords: Smart Certificate, Question Generation, Artificial Intelligence, Professional Certification, Semantic Analysis, Standards Alignment.
How Smart Certificate Stands Out The table below compares ASQS with other common question-generation methods, highlighting its advantages:
Table 1: Comparison of ASQS with Other Question Generation Methods
Why Choose ASQS?
• Smart Certificate (ASQS): Combines flexibility, deep semantic analysis, and standards alignment to create unmatched professional and specialized questions. It delivers creative, relevant questions that keep up with modern trends.
• Rule-Based Systems: Depend on rigid rules, making them unsuitable for complex, modern assessment needs.
• General Language Models: Offer variety but require significant manual adjustments for professional-grade questions and may lack precision in specific domains.
• Template-Based Generators: Work well for simple tasks but lack the flexibility and depth needed for complex, standards-driven assessments
Reported to :
Researchgate commiunity
Arxiv
SSRN
CIVILICA
