WEB SCRAPING TEXNOLOGIYASI VA API DAN FOYDALANISH IMKONIYATLARI
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https://doi.org/10.5281/zenodo.20354981;
Web Scraping, API, REST API, ma’lumotlarni yig‘ish texnologiyasi, avtomatlashtirilgan tahlil, internet ma’lumotlari, JSON, HTML parsing, Python, ma’lumotlar integratsiyasi. [1:25] [2:1]Abstrak
Ushbu maqolada Web Scraping texnologiyasi va API (Application Programming Interface) dan foydalanish imkoniyatlari, ularning ishlash tamoyillari hamda zamonaviy axborot tizimlaridagi ahamiyati batafsil yoritilgan. Xususan, web scraping texnologiyasining internet sahifalaridan avtomatik ravishda ma’lumotlarni yig‘ish, tahlil qilish va qayta ishlashdagi o‘rni chuqur tahlil qilingan. Turli dasturlash vositalari va kutubxonalar yordamida ma’lumotlarni ajratib olish usullari, scraping jarayonining afzalliklari va amaliy qo‘llanilish sohalari keng yoritilgan. Shuningdek, API texnologiyasining dasturlararo o‘zaro aloqa o‘rnatish, real vaqt rejimida ma’lumot almashish hamda tizimlarni integratsiyalashdagi imkoniyatlari ko‘rib chiqilgan. REST API va boshqa zamonaviy API xizmatlarining ishlash prinsiplari, xavfsizlik masalalari hamda samaradorligi alohida tahlil etilgan. Bundan tashqari, web scraping va API’dan foydalanishda yuzaga keladigan muammolar, jumladan ma’lumotlar xavfsizligi, maxfiylik, saytlarning himoya mexanizmlari, server yuklamasi hamda huquqiy cheklovlar kabi masalalar ham muhokama qilingan. Tadqiqot natijalari web scraping va API texnologiyalari katta hajmdagi ma’lumotlarni tezkor yig‘ish, tahlil qilish va samarali boshqarishda muhim vosita ekanligini ko‘rsatadi. [1:25] [2:1]Iqtiboslar
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