TURLI MA’LUMOTLAR BAZALARINI BIRLASHTIRISHDA ONTOLOGIYA ASOSIDAGI YONDASHUV
Keywords:
Ontologiya, ma’lumotlar bazasi, semantik integratsiya, ma’lumotlarni birlashtirish, ontologiya asosidagi yondashuv, axborot tizimi, intellektual boshqaruv, bilimlar bazasi.Abstract
Ushbu ishda turli ma’lumotlar bazalarini\ birlashtirishda ontologiya asosidagi yondashuvning ahamiyati va samaradorligi tahlil qilinadi. Ontologiya turli manbalar va tizimlardan kelib tushgan ma’lumotlarni yagona semantik platformaga moslashtirish orqali ularning mazmunini formal tarzda ifodalaydi. Maqolada ontologiya yordamida ma’lumotlarni integratsiya qilishning tamoyillari, modeli va amaliy qo‘llanilishi yoritilgan. Tadqiqot natijalari ma’lumotlar bazalarini birlashtirish jarayonida semantik moslikni ta’minlash, intellektual xulosa chiqarish va tizim samaradorligini oshirishda muhim ahamiyat kasb etadi.
References
1. Gruber T. R. A Translation Approach to Portable Ontology Specifications // Knowledge Acquisition. – 1993. – Vol. 5. – P. 199–220.
2. Studer R., Benjamins V. R., Fensel D. Knowledge Engineering: Principles and Methods // Data & Knowledge Engineering. – 1998. – Vol. 25. – P. 161–197.
3. Wache H., et al. Ontology-Based Integration of Information – A Survey of Existing Approaches // IJCAI Workshop. – 2001.
4. Noy N. F., McGuinness D. L. Ontology Development 101: A Guide to Creating Your First Ontology. – Stanford University, 2001.
5. Sheth A., Larson J. Federated Database Systems for Managing Distributed, Heterogeneous, and Autonomous Databases // ACM Computing Surveys. – 1990. – Vol. 22. – No. 3.
6. Guarino N. Formal Ontology and Information Systems // FOIS. – 1998.
7. Staab S., Studer R. Handbook on Ontologies. – Springer, 2010.
8. Rajugan R., Chang E. Ontology-based Data Integration Techniques // International Journal of Information Technology. – 2015.