Keysga asoslangan fikrlash va uni akademik metama’lumotlarni avtomatik ekstraksiya qilishda tadbiq qilinishi

Authors

  • Rashid Turgunbaev O‘zbekiston davlat san’at va madaniyat institutining Farg‘ona mintaqaviy filiali

Keywords:

keysga asoslangan fikrlash, qaror qabul qilish, keys, yechim, muammo, o‘rganish, taxminiy yechim, metama’lumotlarni ekstraksiya qilish

Abstract

Ma’lumki, qaror qabul qilishda, shu jumladan, metama’lumotlarni avtomatik ekstraksiya qilish jarayonida, sun’iy intellekt uslublari, qoidaga asoslangan uslublar, o‘rganishga asoslangan uslublar, tayanch vektorlar uslubi, yashirin Markov modeli, sodda Bayes klassifikatori, evristik uslublar va keysga asoslangan fikrlash uslubidan foydalaniladi. Mazkur maqolada qaror qabul qilishda keysga asoslangan fikrlash, u orqali olinadigan yechimning sifatga ta’sir qiluvchi omillari, keysga asoslangan fikrlashning muammoni yechish uslubi, sharhlovchi keysga asoslangan fikrlash, keysga asoslangan fikrlash va o‘rganish, fikrlashda keyslarni ishlatish uslublari, keyslarni xotiradan chaqirish, taxminiy yechim taklif qilish va uni moslashtirish, taklif qilingan yechimni asoslash, tanqid qilish va baholash, keyslar bazasini yangilash, keysga asoslangan fikrlashning qo‘llanilish imkoniyatlari, keysga asoslangan fikrlashni metama’lumotlarni avtomatik ekstraksiya qilishda qo‘llash va unga asoslangan mavjud tizimlar to‘g‘risida batafsil ma’lumot keltirilgan.

References

Prasath, R. R., & Öztürk, P. (2016). An Approach to Content Extraction from Scientific Articles using Case-Based Reasoning. Res. Comput. Sci., 117, 85-96.

Khankasikam, K. (2011). Metadata Extraction Using Case-basedReasoning for Heterogeneous Thai Documents. International Journal of Computer and Electrical Engineering, 3(1), 60.

Kolodner, J. L. (1992). An introduction to case-based reasoning. Artificial intelligence review, 6(1), 3-34.

Ali, R., Khatak, A. M., Chow, F., & Lee, S. (2018, January). A case-based meta-learning and reasoning framework for classifiers selection. In Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication (pp. 1-6).

Wan, S., Li, D., Gao, J., & Li, J. (2019). A knowledge based machine tool maintenance planning system using case-based reasoning techniques. Robotics and Computer-Integrated Manufacturing, 58, 80-96.

Fei, L., & Feng, Y. (2020). A novel retrieval strategy for case-based reasoning based on attitudinal Choquet integral. Engineering Applications of Artificial Intelligence, 94, 103791.

Tempola, F., Musdholifah, A., & Hartati, S. (2018, September). Case Based Reasoning for Determining the Feasibility of Scholarship Grantees Using Case Adaptation. In 2018 5th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE) (pp. 370-374). IEEE.

Rawson, T. M., Hernandez, B., Moore, L. S., Herrero, P., Charani, E., Ming, D., ... & Holmes, A. H. (2021). A real-world evaluation of a Case-Based Reasoning algorithm to support antimicrobial prescribing decisions in acute care. Clinical Infectious Diseases, 72(12), 2103-2111.

Homem, T. P. D., Santos, P. E., Costa, A. H. R., da Costa Bianchi, R. A., & de Mantaras, R. L. (2020). Qualitative case-based reasoning and learning. Artificial Intelligence, 283, 103258.

Bonissone, P. P., & de Mantaras, R. L. (2020). Case-based reasoning. In Handbook of Fuzzy Computation (pp. F4-3). CRC Press.

Тургунбаев, Р. (2021). Маълумот излашда метамаълумотларнинг ўрни ва аҳамияти. Science and Education, 2(8), 353-359.

Downloads

Published

2021-09-26

How to Cite

Turgunbaev, R. (2021). Keysga asoslangan fikrlash va uni akademik metama’lumotlarni avtomatik ekstraksiya qilishda tadbiq qilinishi. Science and Education, 2(9), 129-144. Retrieved from https://openscience.uz/index.php/sciedu/article/view/1832

Issue

Section

Technical Sciences