This article examines the national ranking of higher education institutions in Uzbekistan from the perspective ofdigital governance: not what the ranking measures, but how its indicators can be produced, verified, and monitored. The2026 regulation establishes 25 indicators and links ranking outcomes to strategic and funding decisions, yet it leaves thedata infrastructure behind the ranking undefined, and current practice relies on an annual campaign of manual reporting.Using document analysis of the indicator formulas and a design science approach, the study first maps every indicatorto its primary data elements, source system, and update cadence, and then classifies the indicators into three automation-readiness tiers. The results show that 76 of the 100 ranking points rest on administrative registers and externalmachine-readable databases rather than surveys, and that between 57 and 65 points, depending on institutional category,can be generated fully automatically from data already maintained in existing digital systems. On this basis, the articleproposes a four-layer monitoring architecture - source systems, an interoperability layer, an analytics and artificial intelligencelayer, and a governance interface - and assigns concrete AI functions to specific indicators: rule-based validation,cross-source verification, anomaly detection, and short-term forecasting. The discussion identifies four governance risksof such a system, including data-quality failures and metric gaming, and formulates safeguards for each.
| Mualliflar | Mamajonova , Mukhlisakhon |
|---|---|
| Jurnal | Innovation science and technologiy |
| Nashriyot | Тошкент давлат иқтисодиёт университети |
| Nashr sanasi | 2026-08-01 |
| Jild | 2 |
| Son | 8 |
| Betlar | 73-82 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| DOI | 10.5281/zenodo.22091057 |
| Indeksga qo‘shilgan | 2026-08-26 |
DOI: 10.5281/zenodo.22091057 · Maqolaning asl sahifasi
digital governance, higher education, national ranking, education management information systems, data governance, artificial intelligence in the public sector, monitoring architecture.
| APA | Mamajonova , Mukhlisakhon (2026). DIGITAL GOVERNANCE OF THE NATIONAL HIGHER EDUCATION RANKING: AN AI-BASED MONITORING ARCHITECTURE. Innovation science and technologiy, 2(8), 73-82. https://doi.org/10.5281/zenodo.22091057 |
|---|---|
| GOST (OAK) | Mamajonova , Mukhlisakhon DIGITAL GOVERNANCE OF THE NATIONAL HIGHER EDUCATION RANKING: AN AI-BASED MONITORING ARCHITECTURE // Innovation science and technologiy. – 2026. – T. 2, № 8. – P. 73-82. – DOI: 10.5281/zenodo.22091057. |
| MLA | Mamajonova , Mukhlisakhon. “DIGITAL GOVERNANCE OF THE NATIONAL HIGHER EDUCATION RANKING: AN AI-BASED MONITORING ARCHITECTURE.” Innovation science and technologiy, 2(8), 73-82, 2026. https://doi.org/10.5281/zenodo.22091057 |
| Chicago | Mamajonova , Mukhlisakhon. “DIGITAL GOVERNANCE OF THE NATIONAL HIGHER EDUCATION RANKING: AN AI-BASED MONITORING ARCHITECTURE.” Innovation science and technologiy, 2(8), 73-82 (2026). https://doi.org/10.5281/zenodo.22091057 |
| Harvard | Mamajonova , Mukhlisakhon (2026) ‘DIGITAL GOVERNANCE OF THE NATIONAL HIGHER EDUCATION RANKING: AN AI-BASED MONITORING ARCHITECTURE’, Innovation science and technologiy, 2(8), 73-82. https://doi.org/10.5281/zenodo.22091057 |
| BibTeX | @article{mamajonovamukhlisakhon2026,
title = {DIGITAL GOVERNANCE OF THE NATIONAL HIGHER EDUCATION RANKING: AN AI-BASED MONITORING ARCHITECTURE},
author = {Mamajonova , Mukhlisakhon},
journal = {Innovation science and technologiy},
year = {2026},
volume = {2},
number = {8},
pages = {73-82},
doi = {10.5281/zenodo.22091057},
url = {https://doi.org/10.5281/zenodo.22091057}
} |
Boshqa maqola uchun iqtibos tayyorlash
The article evaluates the effect of the bentonite content in sand–bentonite waterproofing mixtures on their physical-mechanical and waterproofing properties based on laboratory studies. During the experiments, mixtures…
Maqolada O‘zbekiston axborot-kommunikatsiya texnologiyalari (AKT) sohasida nomoddiy aktivlar hisobi vaauditining amaldagi holati tahlil qilinadi. Sohaning jadal o‘sishi (xizmatlar hajmi 2020–2024-yillarda taxminan to‘rt…
This article provides a comprehensive analysis of the essence, content, and organizational structure of academicactivity management in higher education institutions. It examines the concept of academic governance, its…
The article examines accounting as a methodological basis for financial crisis management in enterprises of theRepublic of Uzbekistan. The study analyzes methods for overcoming financial crises through the optimization…
The tourism sector plays an important role in ensuring the effectiveness of regional economic growth drivers.Tourism has specific characteristics as a sector that can generate relatively high economic returns while…
The article examines two external evaluative approaches relevant to the higher education system of Uzbekistan:the approach of QS Quacquarelli Symonds and that of the national authority responsible for quality assurance…
Tax arrears are debts owed by a taxpayer to the budget in respect of taxes, fees, penalties, and other mandatorypayments stipulated by legislation that have not been paid within the deadlines established by law. An…
This paper investigates the classical Maxwell rheological model using Mikusiński operational algebra anddevelops its operator-algebraic representation. The relevance of the study is motivated by the need for a unified…
The article substantiates the structure and pedagogical mechanism for preparing primary school studentsfor creative design activities in technology education. The study integrates systemic, activity-based…
The accounting of costs associated with primary production and product processing in grain-growing clustersby cost item, together with the economically justified formation of product cost, is examined. To deepen the…
Innovation science and technologiy — barcha maqolalar · 2026-yil arxivi
Research on higher education competitiveness has grown rapidly, yet its coverage of the national system level remains uneven. This article maps a corpus of forty bibliographically verified sources from six research…
The article conceptualizes the concept of competitiveness of the national higher education system based on the synthesis of six scientific streams - system-level competitiveness, emergence and multi-level governance…
This paper examines how strategic alliance networks create competitive advantages for emerging universitiespursuing rapid internationalization. Using New Uzbekistan University’s simultaneous partnerships with MIT and…
This article provides a systematic mapping of the correspondence between the indicators of Uzbekistan’snational ranking of higher education institutions and those of four international ranking systems: the THE World…
This article examines compression as a meaning-oriented strategy in sign language translation and interpreting. Compression is understood not as arbitrary shortening, but as the selective reformulation of a source…
This study investigates the impact of Edge Computing on bandwidth utilization in Internet of Things (IoT)–driven Nigerian telecom networks. The rapid growth of IoT devices has significantly increased data traffic…
This article analyzes the scientific, pedagogical, and methodological foundations for the effective integration of national upbringing factors with modern global competencies in the context of continuous education…
This article addresses the problem of improving an adaptive traffic signal control algorithm at urban intersections by taking into account the dynamic characteristics of traffic flow. Fixed-time control under conditions…
Maqolada paxta xomashyosini yirik iflosliklardan tozalash jarayonida arrali baraban va kolosnikli panjara o‘rtasidagi o‘zaro ta’sirni takomillashtirish masalasi ko‘rib chiqilgan. Mavjud tozalagichlarda qo‘llaniladigan…
Maqolada paxta xomashyosini yirik va mayda iflosliklardan tozalash samaradorligini oshirishga qaratilgan ilmiy tadqiqotlar tizimlashtirilib, konstruktiv va texnologik omillarning o‘zaro ta’siri qiyosiy tahlil qilindi…