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Author

A. Yerimbetova

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5 papers indexed here

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Open access Oct 2026

A multilingual heterogeneous knowledge graph framework for curriculum–vacancy–MOOC alignment: edge-weight regression with heterogeneous graph transformers for educational recommendation

Digitalisation and artificial intelligence have widened the gap between competencies certified by university curricula and skills demanded by employers. MOOCs could close this gap, but existing recommenders rarely connect what a programme teaches, what the market requires, and what online courses develop within a s...

S. Serikbayeva, M. Sambetbayeva, V. Ramazanova et al. · 0 citations
Open access Sep 2026

Fine-tuning multilingual sentence transformers for low-resource skill-concept matching across Kazakh, Russian, and English

Introduction Matching short, specialized skill expressions across English, Russian, and Kazakh is challenging because general-domain multilingual encoders underperform on terse, code-mixed, domain-specific phrases, particularly in the low-resource Kazakh setting. Methods We fine-tuned a multilingual Sentence Transforme...

S. Serikbayeva, M. Sambetbayeva, V. Ramazanova et al. · 0 citations

Attention-based CNN-LSTM architecture for smartphone IMU-based human activity recognition in intelligent mobile monitoring systems

An attention-based CNN–LSTM–Attention architecture for smartphone-based HAR using accelerometer signals is proposed, confirming that convolutional feature extraction, recurrent temporal modeling, and attention-based weighting improve the reliability of accelerometer-based HAR while maintaining practical computational e...

M. Turdalyuly, Nazerke Baisholan, Sergiy Gnatyuk et al. · 1 citation
Open access Sep 2026

BUILDING KNOWLEDGE GRAPHS FOR MOOC SELECTION BASED ON THE INTEGRATION OF LABOR MARKET DEMANDS AND EDUCATIONAL PROGRAMS

An integration model based on knowledge graphs and machine learning methods for analyzing relationships between educational programs, labor market requirements, and online courses (MOOCs) and has the capability to identify missing competencies and automatically recommend relevant courses for their acquisition.

K. S. Serikbayeva, V. Ramazanova, M. Sambetbayeva et al. · 0 citations
Open access Aug 2026

Automatic transformation of Kazakh text into sign language glosses using multilingual transformer-based models

It is demonstrated that pretrained multilingual models effectively address TTG transformation for low-resource agglutinative languages through transfer learning, with practical applications for Kazakh Sign Language assistive systems and education.

N. Amangeldy, A. Yerimbetova, N. Tursynova et al. · 0 citations

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