Umarov , S. 2026. IMPROVING DIGITAL AND PERSONALISED INSTRUMENTS FOR THE PROMOTION OF EDUCATIONAL SERVICES. Innovation Science and Technology. 2, 8 (Aug. 2026), 219–232. DOI:https://doi.org/10.5281/zenodo.22823352.