User Acceptance Factors Related to Biometric Recognition Technologies of Examination Attendance in Higher Education: TAM Model

生物识别 技术接受模型 出勤 面部识别系统 合理行为理论 感知 样品(材料) 心理学 可用性 应用心理学 计算机科学 多媒体 人机交互 人工智能 模式识别(心理学) 社会心理学 经济增长 经济 神经科学 色谱法 化学
作者
Meennapa Rukhiran,Sethapong Wong-In,Paniti Netinant
出处
期刊:Sustainability [Multidisciplinary Digital Publishing Institute]
卷期号:15 (4): 3092-3092
标识
DOI:10.3390/su15043092
摘要

Identity recognition is influenced at all educational levels by biometric technology. The invention of facial recognition technology has added new efficiencies to the traditional method of tracking student examination attendance. This study aims to determine whether biometric recognition technologies could be utilized to enhance undergraduate examination attendance systems. The study examined the perceptions of first-year college students regarding the system’s use of face recognition technologies. Based on the proposed framework, experimental results were obtained by developing and deploying unimodal and multimodal face recognition methods. Using a quasi-practical design with sample groups, undergraduate students’ perceptions of traditional and biometric examination attendance were compared. Adopting the Theory for Reasoned Action and the Technology Acceptance Model, a questionnaire was distributed and analyzed to determine perception factors. The findings reveal that perceived ease of use, and trust and security significantly impact perceived usefulness. It was discovered that perceived usefulness significantly affects behavioral intention to use a system. According to the research findings, multimodal biometric recognition receives significantly more positive ratings than unimodal biometric recognition. This study proposes that universities utilize biometric technology, particularly facial recognition, to assess users’ acceptance of the system.
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