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Smart employee analyzer أحمد خالد الزين ؛ ابستام باسل الأعمى ؛ لانا ميشيل توما ؛ محمد عماد الحوراني ؛ منار طيلوني ؛ إشراف د.أنس دهبية

Publication year: 2022

ISBN: CCE00056

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In this project we propose an app that functions as an office helper system with a job interview ranker. To help with the hiring process, automated deception detection was performed by analyzing verbal and non-verbal cues and deploying various machine learning methods in order to detect deceit. The best results on video, audio and text were 97% , 96%, 92% respectively. Audio models used were SVM reaching 96% on the real-life dataset. Text models , SVM , NB reached 92% , 88% respectfully on Real-life dataset. Image models CNN reached 97% on real-life dataset.


Subject: Computer sceince, Deception detection, Lie detector, Employee analyzer, Office helper, Analyzer, Observer, HR, ERP, Machine learning, AI