Development of a model for improving face-id technology in ensuring information security on e-platforms

Maxamadov , Rustam, Djamatov , Mustafa

Innovation science and technologiy · 2026-yil

Annotatsiya

This article analyzes modern methods and algorithms for the automatic recognition of humanemotions through facial expressions. The study examines the processes of facial expression identificationbased on the Facial Action Coding System (FACS). The possibilities of detecting emotional states, includingexcitement, confusion, concentration, and nervousness, through the identification of facial landmark points andthe distances between them are discussed. Furthermore, the effectiveness of using the Tree-Augmented NaiveBayes (TAN) classifier and the CK+ database in facial expression analysis is investigated.The article also proposes a semantic model of an automated facial expression recognition system andsubstantiates its significance in the educational process, particularly in improving authentication and monitoringsystems within electronic learning platforms. The proposed system enables continuous monitoring of students’emotional states, enhances security during examination processes, and automates personal identificationprocedures.

Maqola ma’lumotlari
MualliflarMaxamadov , Rustam, Djamatov , Mustafa
JurnalInnovation science and technologiy
NashriyotТошкент давлат иқтисодиёт университети
Nashr sanasi2026-05-01
Jild2
Son5
TilIngliz
Ilmiy sohaTexnika
DOI10.5281/zenodo.20496996
Indeksga qo‘shilgan2026-08-26

DOI: 10.5281/zenodo.20496996 · Maqolaning asl sahifasi

Kalit so‘zlar

Facial expression recognition, emotion recognition, Facial Action Coding System (FACS), Action Units (AU), facial landmarks, biometric identification, Tree-Augmented Naive Bayes (TAN) classifier, CK+ database, artificial intelligence, computer vision, human-computer interaction, e-learning, authentication, facial movement analysis, emotional state monitoring.

Ilmiy soha

Texnika

Iqtibos keltirish

APAMaxamadov , Rustam, & Djamatov , Mustafa (2026). DEVELOPMENT OF A MODEL FOR IMPROVING FACE-ID TECHNOLOGY IN ENSURING INFORMATION SECURITY ON E-PLATFORMS. Innovation science and technologiy, 2(5). https://doi.org/10.5281/zenodo.20496996
GOST (OAK)Maxamadov , Rustam, Djamatov , Mustafa DEVELOPMENT OF A MODEL FOR IMPROVING FACE-ID TECHNOLOGY IN ENSURING INFORMATION SECURITY ON E-PLATFORMS // Innovation science and technologiy. – 2026. – T. 2, № 5. – DOI: 10.5281/zenodo.20496996.
MLAMaxamadov , Rustam, and Djamatov , Mustafa. “DEVELOPMENT OF A MODEL FOR IMPROVING FACE-ID TECHNOLOGY IN ENSURING INFORMATION SECURITY ON E-PLATFORMS.” Innovation science and technologiy, 2(5), 2026. https://doi.org/10.5281/zenodo.20496996
ChicagoMaxamadov , Rustam, and Djamatov , Mustafa. “DEVELOPMENT OF A MODEL FOR IMPROVING FACE-ID TECHNOLOGY IN ENSURING INFORMATION SECURITY ON E-PLATFORMS.” Innovation science and technologiy, 2(5) (2026). https://doi.org/10.5281/zenodo.20496996
HarvardMaxamadov , Rustam, and Djamatov , Mustafa (2026) ‘DEVELOPMENT OF A MODEL FOR IMPROVING FACE-ID TECHNOLOGY IN ENSURING INFORMATION SECURITY ON E-PLATFORMS’, Innovation science and technologiy, 2(5). https://doi.org/10.5281/zenodo.20496996
BibTeX
@article{maxamadovrustam2026,
  title = {DEVELOPMENT OF A MODEL FOR IMPROVING FACE-ID TECHNOLOGY IN ENSURING INFORMATION SECURITY ON E-PLATFORMS},
  author = {Maxamadov , Rustam and Djamatov , Mustafa},
  journal = {Innovation science and technologiy},
  year = {2026},
  volume = {2},
  number = {5},
  doi = {10.5281/zenodo.20496996},
  url = {https://doi.org/10.5281/zenodo.20496996}
}

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