Sun’iy Intellekt va Raqamli Iqtisodiyot (SIRI 2025)

Sun’iy Intellekt va Raqamli Iqtisodiyot SIRI-2025 sohada ularning diagnostikasi va profïlaktikasi juda muhimdir. Meyordan og‘ishgan bolalarni aniqlashda diagnostika, ularning holatini tushunish va kerakli yordamni taqdim etishning birinchi qadamidir. Diagnostika jarayoni, bolaning jismoniy, ruhiy, ijtimoiy va ta'limiy holatini baholashni o‘z ichiga oladi. Bu jarayon quyidagi usullar yordamida amalga oshiriladi: Ota-onalar, o‘qituvchilar va bolalar bilan o‘tkazilgan suhbatlar orqali bolaning ijtimoiy va ruhiy holati haqida ma'lumot to‘planadi. Bolaning maktabdagi va uy sharoitidagi xulqatvori kuzatiladi. Bu, ularning ijtimoiy moslashuvi va muomala qilish qobiliyatini baholash imkonini beradi. Psixologik testlar: Bolaning intellektual darajasini, shuningdek, ruhiy holatini aniqlash uchun turli psixologik testlardan foydalaniladi. Bolaning ta'limiy yutuqlari va o‘qish qobiliyatini baholash, ularning ta'lim sohasidagi ehtiyojlarini aniqlashda muhim ahamiyatga ega. Maktab va mahalla dasturlari orqali bolalarga ijtimoiy ko‘nikmalarni o‘rgatish, ularning tengdoshlari bilan muomala qilish qobiliyatini oshiradi. Tengdoshlari bilan muloqot qilish va ijtimoiy faoliyatlarda qatnashish imkoniyatlarini yaratish, bolalarning ijtimoiy ko‘nikmalarini rivojlantirishda muhim ahamiyatga ega. Bu, ularning o‘z-o‘zini hurmat qilish hissini oshiradi va ijtimoiy izolatsiyani kamaytiradi. Meyordan og‘ishgan bolalarning diagnostikasi va profilaktikasi, ularga yaxshi kelajak qurishlariga yordam berish maqsadida amalga oshiriladi. Ushbu jarayon, ko‘p tarmoqli hamkorlik, o‘qituvchi va pedagoglarni tayyorlash, jamoatchilikni jalb qilish, shuningdek, har bir bola uchun individual yondashuvlarni o‘z ichiga oladi. Natijada, bu bolalar jamiyatning to‘liq huquqli a'zolari bo‘lib, o‘z salohiyatlarini to‘liq namoyon qilish imkoniyatiga ega bo‘ladilar. Oilalar bilan hamkorlik: Oilalar bolaning rivojlanishida asosiy rol o‘ynaydi. Shuning uchun, ularni ta'limiy va ijtimoiy jarayonlarga faol jalb qilish, bolalarning muvaffaqiyatli integratsiyasini ta'minlashda muhimdir. Ota-onalar uchun ta'lim seminarlari, maslahat sessiyalari va oilaviy terapiya kabi xizmatlar taklif etilishi kerak. Oila muhitini mustahkamlash: Oilaviy muhitni ijobiy va qo‘llab-quvvatlovchi qilish, bolaning ruhiy va ijtimoiy farovonligi uchun zarurdir. Bu, bolaga o‘zini xavfsiz his qilish va o‘zini ifoda etish imkonini beradi. Inkluziv ta'lim: Maktablar bolalarning turli xil ehtiyojlarini qondirishga qodir bo‘lishi kerak. Bu, maxsus ta'limiy dasturlar, moslashtirilgan o‘quv materiallari va maktab ichida hamda tashqarisida inkluziv faoliyatlar orqali ta'minlanadi. Inkluziv ta'limning maqsadi, har bir bolani qabul qilish va ularga teng imkoniyatlar taqdim etishdir. Asosiy qism Jamiyatda ijtimoiy ongni oshirish: Jamiyatning meyordan og‘ishgan bolalarga nisbatan qarashlarini ijobiy tomonga o‘zgartirish, ularning to‘liq qabul qilinishi va qo‘llabquvvatlanishini ta'minlashda muhim ahamiyatga ega. Bu, ijtimoiy reklama kampaniyalari, ommaviy axborot vositalari orqali ma'lumot tarqatish va jamoat tadbirlarini o‘tkazish orqali amalga oshiriladi. Ijtimoiy pedagogika sohasida amalga oshirilayotgan dasturlar va strategiyalar samaradorligini muntazam ravishda baholash va ularni takomillashtirish zarur. Bu, amaliyotni ilmiy tadqiqotlar asosida rivojlantirish va yangi yechimlarni integratsiya qilish imkonini beradi. Ijtimoiy pedagoglar, o‘qituvchilar va boshqa mutaxassislar o‘z kasbiy bilim va ko‘nikmalarini doimiy ravishda yangilab turishlari kerak. Bu, ularning meyordan og‘ishgan bolalarga samarali yordam berish qobiliyatlarini oshiradi. 641

SIRI-2025 Sun’iy Intellekt va Raqamli Iqtisodiyot Meyordan og‘ishgan bolalarni diagnostikasi va profilaktikasi - bu murakkab va ko‘p qirrali jarayon bo‘lib, u nafaqat ta'lim va ijtimoiy xizmatlar, balki butun jamiyatni o‘z ichiga oladi. Bolalarning ijodiy va jismoniy salohiyatlarini rivojlantirish, ularning o‘z-o‘zini ifoda etish qobiliyatlarini oshiradi va o‘zini hurmat qilish hissini mustahkamlashga yordam beradi. San'at, musiqa, raqs, sport va boshqa turli faoliyatlar orqali bolalar o‘z qiziqishlarini kashf etadilar va yangi ko‘nikmalar orttiradilar. Bolalarga o‘z maqsadlarini belgilash va ularni amalga oshirish yo‘llarini ko‘rsatish, ularning mustaqilligini va o‘z-o‘zini boshqarish qobiliyatlarini rivojlantiradi. Bu jarayon ularning kelajakka bo‘lgan ishonchini kuchaytiradi va ularni ijtimoiy faollashuvga undaydi. Meyordan og‘ishgan bolalarni qo‘llab-quvvatlashda keng qamrovli va integrativ yondashuvlar muhim ahamiyatga ega. Bu jarayon, shaxsiy rivojlanishni rag‘batlantirish, ijtimoiy kapitalni oshirish va jamiyatning barcha qatlamlari bilan hamkorlik qilishni o‘z ichiga oladi. Bolalarning muvaffaqiyati, nafaqat ularning shaxsiy sa'y-harakatlariga, balki jamiyatning qo‘llab-quvvatlovchi tizimiga ham bog‘liq. Shunday qilib, har bir bola o‘z salohiyatini to‘liq ishga solishi va jamiyatning to‘liq huquqli a'zosi bo‘lib o‘sishi uchun zarur shart-sharoitlar yaratilishi lozim. o‘smirlik yoshida deviatsiya namoyon bo‘lishining tinimisiz oshib borishi ijtimoiy pedagog oldida bu o‘smirlar bilan ishlashning yangi usullari, texnologiyalarini izlash va ularga tadbiq etish vazifasini qo‘yadi. Ilmiy nazariy va amaliyotda ikki asosiy texnologiyaprofilaktika va reabilitatsiya keng tarqalgan. Profilaktika-o‘smirlar xulq-atvorida ijtimoiy normalardan og‘ishning turli shakllarini keltirib chiqaruvchi asosiy sabab va sharoitlarni bartaraf etishga qaratilga ijtimoiy, tibbiy, tashkiliy, tarbiyaviy va davlat tadbirlarining majmuasidir. U asosan bolani o‘rab turuvchi muhitga bog‘liq bo‘ladi. Profilaktika chora-tadbirlarini amalga oshirayotganda ijtimoiy pedagog quyidagi qoidalarga suyanadi: 1. Ijtimoiy madaniy normani o‘zlashtirish shaxs ijtimoiylashuvi jarayonida amalga oshadi. Qadriyatlar, g‘oyalar va boshqa ramziy tizimlar majmuasini o‘zlashtirmay inson jamiyatning to‘la qonli a'zosi sifatida faoliyat yurita olmaydi. 2. Ijtimoiy madaniy normaning muxolifi bolalarning ijtimoiy madaniy va pedagogik qarovsizligi bo‘lib, u nafaqat bola rivojining g‘ayrinormal alomati balki uning zimmasiga anomal ijtimoiy holatlarni yuklatishning natijasi sifatida qaraladi. 3. Bolalar qarovsizligining profilaktikasi nafaqat mavhum ijtimoiy madaniy normadan balki muayyan sharoitda yashashga majbur bo‘lgan boladan kelib chiqishi lozim. 4. Bola reabilitatsiyasi faoliyat sub'ekti, ijtimoiy sub'ekt va shaxs darajasida amalga oshirilishi kerak. "Profilaktikasi" atamasi o‘zi noxush oqibatlarni keltirib chiqaruvchi sabablarni bartaraf etish ma'nosini bildiradi. Ijmimoiy og‘ishlar turli sabab va holatlardan kelib chiqishini inobatga olsak, profilaktik chora-tadbirlarning bir nechta turlarini ajratsa bo‘ladi: Neytrallashtiruvchi; o‘rnini to‘ldiruvchi; ijtimoiy og‘ishlarga sabab bo‘luvchi holatlarni yuzaga kelishidan ogohlantiruvchi; bu holatlarni bartaraf etuvchi; o‘tkaziladigan profilaktika ishlarini nazorat qiluvchi. Deviant xulqatvorga ega bolalarning ijtimoiy-pedagogik reabilitatsiyasi. Ijtimoiy pedagogning 642

Sun’iy Intellekt va Raqamli Iqtisodiyot SIRI-2025 dezadaptatsiya bo‘lgan o‘smirlar bilan ishlashining boshqa bir texnologiyasi ularning reabilitatsiyasi hisoblanadi. Reabilitatsiya keng turdagi vazifalar, elementar ko‘nikmalardan tortibi insonning jamiyatda to‘liq integratsiyalashuvigacha bo‘lgan masalalarni hal qilishga qaratilgan chora-tadbirlar tizimi sifatida qaralishi mumkin. Voyaga yetmaganlarning xulq-atvori profilaktikasi ishida ommaviy axborot vositalari orqali tashviqiy-ma'rifiy ishlarni olib borish muhimdir. Jamoatchilik fikri so‘rovi ma'lumotlari bo‘yicha televideniye o‘smirlar va yoshlar uchun axborot olishning afzalrok manbai hisoblanadi. Shu munosabat bilan ijtimoiy reklamaning roli o‘sadi. Ijtimoiy reklama o‘z takliflari bilan —mehnatni rag‘batlantiradigan, ijobiy maqsadlarga erishish uchun inson faoliyati motivatsiyasini kuchaytiradi. Reklama ijtimoiy qadriyatlarni yoyadi va targ‘ib qiladi. U mamlakatlar va xalqlarning yashash tarzini, andozalarini shakllantirishga ko‘maklashadi. Reklamaning ijtimoiy funksiyasi turmush tarzi targ‘ib qilinishini ham nazarda tutadi. Xulosa qilib aytadigan bo‘lsak, buyuk davlatni qurish uchun barkamol inson tarbiyalanmog‘i zarur. Shu sababli yoshlarni huquqiy davlat tizimi va mohiyatini chuqurroq anglashi, qonun asoslarini bilishi, qonun hurmat qilishi, ularga so‘zsiz bo‘ysunishi madaniyatiga ega bo‘lishi ruhida tarbiyalash bugungi kunning asosiy vazifasidir. Deviant hulq-atvorning eng yaxshi profilaktikasi - bu tarbiyaning vositalari, shakllari va usullarini aniq belgilab olgan holda voyaga yetmaganlar ongiga maqsadga qaratilgan tashkiliy ta'sir ko‘rsatishdir. Huquqiy tarbiyani oldini olish imkoniyatlari tiyishning boshqa vositalariga qaraganda ancha samaraliroqdir. Chunki huquqiy profilaktika choralari odatda, birmuncha kechikadi va qilmish sodir etilgandan keyin amal qila boshlaydi. Oldini olish bilan bog‘liq huquqiy choralar —ishlashi uchun u bolaning ongiga qo‘yilishi, uning e'tiqodi, tajribasining bir qismiga aylanishi kerak. Buni aniq maqsadga qaratilgan tarbiyaviy ta'sir ko‘rsatish yo‘li bilan erishish mumkin. Deviant xulq-atvor- bu umume'tirof etilgan me'yorlarga zid bo‘lgan, ijtimoiy normalarni buzadigan va insoniyat jamiyati qoidalariga, faoliyati, urfodatlari va an'analariga zid bo‘lgan xatti-harakatlar. o‘quvchilarning deviant xatti-harakati hozir juda keng tarqalgan va deyarli har bir maktabda kuzatiladi. Bu holat deviant xulq-atvor hodisasini sotsiologlar, o‘qituvchilar, psixologlar, shifokorlar, huquqtartibot idoralari xodimlarining diqqat markaziga qo‘ydi. Ushbu og‘ishning sababi talabalarning tashqi dunyo, ijtimoiy muhit va o‘zlari bilan munosabatlari va o‘zaro ta'sirining o‘ziga xos xususiyatlarida yotadi. Shuning uchun deviant xulq-atvorning asosiy tushunchalari va nazariyalarini, asosiy yondashuvlarini ko‘rib chiqish, uning mohiyatini va katalizatorlar kabi dinamikasiga ta'sir etuvchi omillarni tushunish muhimdir. Deviant xulq-atvorning ta'rifiga turlicha yondashuvlar mavjud bo‘lib, ular turli fanlar nuqtai nazaridan izohlanadi. Falsafa inson hayoti va dunyoga taalluqli eng umumiy masalalar - inson yashaydigan va harakat qiladigan dunyo bilan shug‘ullanadi. Xulq-atvorning xususiyatlarini dunyo mavjudligining sabablari va maqsadlari, inson hayotining mazmuni, erkinlik toifasi va insonning ushbu erkinlikdan foydalanish imkoniyati kabi masalalar bilan bog‘lash mumkin. Psixologiya deviant xulq-atvorning sabablarini shaxs shaxsi tuzilishida, uning ichki dunyosi, ong darajasida, asosiy ehtiyojlarni qondirish qobiliyatiga bo‘lgan psixologik reaktsiyalarning xususiyatlarida, shuningdek, har xil xarakter, idrok va hissiyotlarda ko‘radi. Psixologiyaning asosiy qiziqishlaridan biri bu inson harakatlarining zamirida nima yotganini tushunish istagi. Har bir insonning o‘ziga xos 643

SIRI-2025 Sun’iy Intellekt va Raqamli Iqtisodiyot g‘oyalari, tajribalari, ma'lum bir tarzda harakat qilish moyilligi bor va psixologlar insonning ichki dunyosi qanday qonunlar asosida faoliyat yuritishini bilishdan manfaatdor. Deviant xulq-atvorning vujudga kelishi haqida ikki xil qarash mavjud bo`lib, birinchisi tabiiy-biologik, ikkinchisi ijtimoiy reduksion fikrlardir. Tabiiy-biologik qarashlarga ko`ra, deviant xulq-atvorning kelib chiqishida biologik omillarning roli alohida o`rin tutadi. Genetik tuzilishning o`ziga xosligi, biohimik boshqarishning buzilishi, asab tizimi mexanizmlari ish faoliyatining buzilishi va boshqalar shunday omillardandir. Ijtimoiy-reduksion nazariyalar har qanday ichki, shu jumladan, psixologik (shaxs dispozitsiyalari) rolini inkor etgan holda og`ishgan xulq-atvorni ijtimoiy-iqtisodiy holatlar bilan tushuntirishga harakat qiladi. Venger psixologi F.Patakining fikricha, deviant xulq-atvor tizimli yoki ko`plab sababiy Tа’lim tizimida psixologik xizmatning zamonaviy tendensiyalari: nazariya va amaliyot bog`liqlikka ega bo`lib, uning vujudga kelishi bir emas, balki bir qancha ya’ni tarixiy, makrosotsiologik, ijtimoiy-psixologik va individual-shaxsniy omillar roliga bog`liq. Deviant xulq-atvorning shakllanishiga ham tashqi (jumladan, ijtimoiyiqtisodiy), ham ichki (psixologik) omillar ta’sir ko`rsatadi. Shaxsning deviant xulq-atvori sohasidagi tadqiqotlar o‘smirlarning noqonuniy xulqatvorining o‘sish tendentsiyalari va oilaviy muammolarning kuchayishi o‘rtasida bevosita bog‘liqlikni ko‘rsatadi. Yuqorida aytilganlar bilan bog‘liq holda, o‘smirlar deviatsiyasining sabablari va uni bartaraf etishga yordam beruvchi omillarni, deviant o‘smirlar bilan o‘quv va profilaktika ishlarining shakllari va usullarini o‘rganish tobora muhim ahamiyat kasb etmoqda. Hatto eng rivojlangan, yuqori darajada tashkil etilgan va sivilizatsiyalashgan jamiyatda ham, mutlaqo har bir kishi unda belgilangan me'yor va qoidalarga qat'iy va hamma joyda qat'iy rioya qiladigan, o‘zlari belgilagan ijtimoiy rollarni qat'iy bajaradigan vaziyatga erishish mumkin emas. Har qanday jamiyatda jamiyat toqat qila olmaydigan ushbu normalar, qoidalar va rollarning buzilishi har doim mavjud [2]. Deviant xatti-harakatlarning sabablari noaniq tarzda belgilanadi. Tadqiqotchilar e'tiborini shaxsiy, psixologik og‘ishlar va tartibsizliklarga qaratadilar (nevrozlar, psixozlar va boshqalar); sotsiologlar - ijtimoiy guruhlarning madaniyat me'yorlaridan chetga chiqishlari haqida. Shunday qilib, E.Dyurkgeym deviant xulq-atvorni ijtimoiy me'yorlar va qadriyatlarning zaifligi va nomuvofiqligi bilan, R.Merton esa - sotsial-madaniy maqsadlar va ularga erishishning ijtimoiy tomonidan tasdiqlangan institutsionallashtirilgan vositalari o‘rtasidagi tafovut bilan bog‘ladi. Xulosa Xulosa qilib aytish mukinki deviant xulqaga eltuvchi barcha sabablar, motivlar, holatlar va xattiharakatlarning umumiyligini aniqlash va o‘rganish katta ahamiyatga ega. Ushbu omillarning ko‘pchiligi va - o‘smirning salbiy hayotiy vaziyatlari, ayniqsa yomon rivojlangan, turli sabablarga ko‘ra yo‘qolgan yoki ijobiy harakatlarga hali shakllanmagan ijtimoiy yo‘nalish deviant xatti-harakatlar uchun zarur shartsharoitlarni yaratadi. Rasmiy ma’lumotlarga ko‘ra ularning soni kattalarga qaraganda ikki hissa tez oshmoqda. Deviatsiya deviant, delikvent va jinoiy xulqatvordan iborat. Deviant xulq-atvor-mikro ijtimoiy munosabatlar (oilaviy, maktabdagi munosabatlar) va kichik ijtimoiy guruhlarga xos bo‘lgan ijtimoiy normalar va xulq-atvor qoidalarini buzish bilan bog‘liq me’yordan og‘uvchi xulqatvor turlaridan biridir. Bu xulq-atvorni g‘ayriintizomiy deb atasak ham bo‘ladi. 644

Sun’iy Intellekt va Raqamli Iqtisodiyot SIRI-2025 Adabiyotlar 1. O‘zbekiston Respublikasi Prezidentining "Sog‘lom turmush tarzini targ‘ib qilish va jismoniy faollikni oshirish chora-tadbirlari to‘g‘risida"gi qarori. 2. O‘zbekiston Respublikasi Ta’lim kodeksi. – Toshkent, 2023. 3. Xaydarov S. A. (2023). Pedagogik faoliyatda oʼqituvchi oʼzida kompetentlik sifatlarini shakillantirishi. Цифровизация современного образования: проблема и решение, 1(1), 64–67. 4. Xaydarov S.A. (2025). Ijtimoiy-gumanitar fanlarda raqamli metodlardan foydalanish yo‘llari. NEW RENAISSANCE international scientific journal. 2(1). 91-94. 8. 5. Xaydarov S.A. (2025). Yoshlarda vatanparvarlik hissini tarbiyalashda Boburnoma asariga ishlangan miniatyuralarning ahamiyati. Til va adabiyot.uz. 2.11-12. 7. Nabiyev B. "Pedagogik psixologiya" – Toshkent: O‘zbekiston Milliy ensiklopediyasi nashriyoti, 2021. 6. Hasanov U. "Yoshlar va sog‘lom turmush tarzi" – Toshkent: Ma’naviyat, 2022. 7. Karimova Z. "Jismoniy tarbiya va sport pedagogikasi" – Toshkent: Sharq, 2020. 8. O‘zbekiston Respublikasi Sog‘liqni saqlash vazirligining "Sog‘lom ovqatlanish va jismoniy faollik" bo‘yicha tavsiyalari. 645

SIRI-2025 Sun’iy Intellekt va Raqamli Iqtisodiyot THE SOCIAL CRITICISM OF CHARLES DICKENS: EXPOSING VICTORIAN INJUSTICES Abdullayeva Shahrizoda Karshi State University. shahrizodaabdullayeva07@gmail.com Abstract: Charles Dickens was one of the most influential social critics of the Victorian era, using his novels to expose the harsh realities of poverty, child exploitation, institutional corruption, and the consequences of industrialization. His works served as both literary masterpieces and powerful commentaries on the struggles of the lower classes in 19th-century England. This paper analyzes Dickens’s social criticism through key novels such as Oliver Twist, Hard Times, and Bleak House, illustrating how he challenged the injustices of Victorian society. By examining his depiction of poverty, class struggle, child labor, and the failures of the legal system, this study demonstrates how Dickens’s works contributed to public awareness and reform movements. Additionally, the paper explores the broader impact of Dickens’s writing on Victorian social policies and its enduring relevance in contemporary discussions on economic disparity and social justice. The findings suggest that Dickens’s novels remain significant today, as issues of social inequality and institutional corruption persist in modern societies. Key words: Charles Dickens, social criticism, Victorian England, poverty, child labor, industrialization, class struggle, legal corruption, social reform, literature and society.. Introduction Charles Dickens is widely regarded as one of the greatest novelists of the 19th century, not only for his literary talent but also for his role as a social reformer. His novels serve as powerful critiques of Victorian society, exposing the struggles of the lower classes, the exploitation of children, and the failures of institutions meant to uphold justice. Dickens’s own life experiences—marked by childhood poverty and a deep familiarity with social hardship—profoundly shaped the themes of his writing. Born in 1812 into a middle-class family, Dickens’s early life took a dramatic turn when his father, John Dickens, was imprisoned for debt. As a result, young Charles was forced to leave school and work in a blacking factory, an experience that left a lasting impression on him (Ackroyd, 1990). This period of his life instilled in him a profound empathy for the working poor, which became a driving force behind his literary career. The Industrial Revolution brought unprecedented economic growth to Britain, but it also created extreme social inequalities. The wealth generated by industry benefited the upper classes, while the working poor endured long hours, low wages, and unsafe conditions in factories.. The 1834 Poor Law Amendment Act further worsened conditions for the impoverished, forcing many into workhouses that were meant to provide assistance but often operated as institutions of neglect and cruelty (Slater, 2009) Dickens’s novels reflect his deep concern for these social injustices. Works such as Oliver Twist (1837–1839), Hard Times (1854), and Bleak House (1852–1853) highlight the 646

Sun’iy Intellekt va Raqamli Iqtisodiyot SIRI-2025 struggles of the working class and the failures of the legal system. Through a combination of satire, realism, and emotional storyte ling, Dickens used literature as a tool for social criticism, aiming to inspire reform. This study examines how Dickens exposed social injustices through literature, focusing on four major themes: poverty and class struggle, child labor and exploitation, institutional corruption, and the failures of the legal system. By analyzing Dickens’s works in their historical context, this paper aims to show how his critiques remain relevant in the modern world. Methods This study employs a qualitative literary analysis approach to examine Dickens’s social criticism. The research involves: 1. Close reading of primary texts: Passages from Dickens’s major novels are analyzed to identify key themes related to social injustice. 2. Historical contextualization: The conditions of Victorian England are examined to provide a background for Dickens’s critiques. 3. Review of secondary sources: Scholarly works on Dickens and Victorian society are used to support the analysis (Slater, 2009; Sanders, 2003; Walder, 2013). The analysis is aimed at tracing instances of: 1. Poverty and Class Struggle – Examining how Dickens portrays the widening gap between the rich and the poor, particularly in Oliver Twist and Hard Times, and how he critiques the societal structures that perpetuate economic inequality. 2. Child Labor and Exploitation – Identifying Dickens’s depictions of child labor, abuse, and neglect, particularly in David Copperfield and Nicholas Nickleby, and analyzing how his own childhood experiences influenced these portrayals. 3. Institutional Corruption and Bureaucratic Injustice – Investigating Dickens’s critique of Victorian institutions, such as workhouses, the legal system, and debtor’s prisons, as seen in Bleak House and Little Dorrit. 4. Failures of the Legal System – Exploring how Dickens exposes the inefficiencies, delays, and injustices of the British legal system, especially through the Jarndyce v. Jarndyce case in Bleak House and the flawed treatment of the poor in Oliver Twist. 5. Industrialization and Its Consequences – Analyzing Dickens’s commentary on the dehumanizing effects of industrial capitalism, particularly in Hard Times, where he presents a stark contrast between economic progress and human suffering. Poverty and Class StrugglE Charles Dickens had a remarkable ability to bring the struggles of the poor to life. Unlike many writers of his time, who either ignored poverty or made it seem less harsh than it really was, Dickens showed the painful reality of what it meant to be poor in Victorian England (Slater, 2009). In Oliver Twist (1837–1839), he takes us into the world of workhouses—places that were supposed to help the poor but instead became cruel and miserable institutions. Oliver, an orphan, is born into a society that sees poverty as a personal failure rather than a result 647

SIRI-2025 Sun’iy Intellekt va Raqamli Iqtisodiyot of an unfair system. His famous plea—“Please, sir, I want some more”—isn’t just about food; it’s a moment that shows how the poor were expected to accept suffering without complaint. Through Oliver’s struggles, Dickens highlights how the system punished the poor instead of helping them. In Hard Times (1854), Dickens shifts his focus to industrial workers. He describes Coketown, a dull and polluted city where workers are treated like machines. Stephen Blackpool, a kind but struggling factory worker, represents the suffering of the working class. Meanwhile, Thomas Gradgrind, a businessman who only cares about facts and money, shows how industrial society valued profits over people (Flint, 2011). Dickens didn’t just write about poverty—he made his readers feel it. His stories opened people’s eyes to the unfairness of society and made them think about change. One of Dickens’s primary concerns was the widening gap between the rich and the poor in Victorian society. He rejected the notion that poverty was due to personal failings, instead portraying it as a consequence of an unjust economic system. In Oliver Twist, Dickens vividly illustrates the dehumanization of the poor in workhouses. The infamous scene where Oliver asks for more food— “Please, sir, I want some more.” (Chapter 2) —highlights the cruelty of a system that punishes the needy instead of helping them. Workhouse conditions were often intentionally harsh to deter people from seeking assistance, reinforcing the stigma of poverty (Flint, 2011). Similarly, Hard Times critiques industrial capitalism, depicting the fictional town of Coketown as a lifeless, mechanized society where workers are treated as mere tools of production. The character Stephen Blackpool, a hardworking but oppressed factory worker, symbolizes the struggles of the laboring class. Dickens contrasts him with Thomas Gradgrind, a businessman obsessed with facts and efficiency but lacking compassion. Through these characters, Dickens exposes the exploitative nature of industrial labor (Sanders, 2003). Child Labor and Exploitation Few writers have captured the suffering of children with the same depth and emotional intensity as Dickens. His personal experience of child labor—having worked in a blacking factory at the age of twelve when his family fell into financial ruin—left a lasting impression on his work (Ackroyd, 1990). In David Copperfield (1850), Dickens draws from his own childhood to depict the harsh realities of child labor. David, like Dickens himself, is sent to work in miserable conditions, abandoned by a society that fails to protect its most vulnerable members. Through this deeply personal narrative, Dickens exposes how poverty robs children of their innocence and opportunities, forcing them into a cycle of suffering. (“No words can express the secret agony of my soul … as I worked, watched, and waited.” Chapter 11) Nicholas Nickleby (1838–1839) takes a different angle, revealing the abuse of children in boarding schools. The infamous Dotheboys Hall, run by the cruel Wackford 648

Sun’iy Intellekt va Raqamli Iqtisodiyot SIRI-2025 Squeers, is a place where children are neglected, beaten, and left to suffer in appalling conditions. Through satire and dark humor, Dickens critiques an education system that prioritizes profit over the well-being of students (Walder, 2013). His portrayal of child exploitation was not merely for literary effect; it was a call to action. His writings contributed to the growing social awareness that eventually led to child labor reforms in Victorian England (Collins, 1962) Institutional Corruption and Bureaucratic Injustice Victorian England was plagued by inefficient and corrupt institutions, a reality that Dickens sharply criticized. From the legal system to debtor’s prisons, Dickens exposed the ways in which bureaucracy often worked against those it was meant to serve. Bleak House (1852–1853) offers one of the most scathing critiques of the British legal system. The novel revolves around the seemingly endless case of Jarndyce v. Jarndyce, a lawsuit that drags on for years, consuming the lives of those involved. Through this story, Dickens reveals how justice is often inaccessible to the poor, as legal delays and costs disproportionately harm those without financial resources (Flint, 2011). “This is a case which so exhausts finances, patience, courage, hope, so overthrows the brain and breaks the heart.” (Chapter 1) In Little Dorrit (1855–1857), Dickens turns his attention to debtor’s prisons, where individuals were incarcerated indefinitely for failing to pay their debts. The protagonist’s father, William Dorrit, spends years in the Marshalsea Prison, a fate that echoes Dickens’s own family history—his father was sent to a debtor’s prison when Dickens was a child (Slater, 2009). By exposing the cruelty of these institutions, Dickens calls for a system that offers fairness rather than punishment to the financially unfortunate. Discussion The analysis of Dickens’s works reveals that his social criticism was not merely a literary device but a direct challenge to the injustices of Victorian England. His novels played a role in influencing public opinion and social reform. Many of the issues Dickens highlighted remain relevant today. Economic inequality, exploitative labor conditions, and bureaucratic inefficiencies continue to affect societies worldwide. His novels remind us that literature can be a powerful tool for social change, inspiring empathy and reform. Conclusion Charles Dickens remains one of the most powerful voices of social criticism in English literature. His novels not only entertained but also challenged readers to confront the injustices of their time. By exposing the struggles of the poor, the corruption of institutions, and the dangers of unchecked capitalism, Dickens influenced public opinion and contributed to social reform. His works continue to resonate today, reminding us of the importance of compassion, fairness, and justice in society. Dickens’s legacy endures because his themes remain universal. Whether examining economic disparity, the failures 649

SIRI-2025 Sun’iy Intellekt va Raqamli Iqtisodiyot of bureaucracy, or the consequences of greed, his novels continue to speak to readers across generations, urging them to build a more just world. References 1. 2. 3. 4. Hudson. 5. 6. Press. 7. Ackroyd, P. (1990). Dickens: A Biography. HarperCollins. Collins, P. (1962). Dickens and Crime. Macmillan. Flint, K. (2011). Charles Dickens. Oxford University Press. Hobsbaum, P. (1972). A Reader’s Guide to Charles Dickens. Thames and Sanders, A. (2003). Charles Dickens. Oxford University Press. Slater, M. (2009). Charles Dickens: A Life Defined by Writing. Yale University Walder, D. (2013). Dickens and Religion. Routledge. 650

Sun’iy Intellekt va Raqamli Iqtisodiyot SIRI-2025 INKLUZIV TA’LIMNING RIVOJLANISHIDA SUN’IY INTELLEKT VA INNOVATSION YONDASHUV ASOSIDA TIL o‘RGANISH AFZALLIKLARI HAMDA KAMCHILIKLAR Umrzoqova Nafisa Sodiqjon qizi Ingliz tili va adabiyoti fakulteti, Navoiy davlat universiteti Annotatsiya: Ushbu maqolada ta’lim jarayonida yangi davr bo‘lib kirib kelayotgan sun’iy intellekt va texnologiyalar yordamida lingvistika hamda tillarni o‘qitish sohasida yuz berishi kutilayotgan yangi yondashuvlar, ta’lim olishda yaratiladigan keng imkoniyatlar haqida ma’lumot beriladi. Shuningdek, duch kelishimiz mumkin bo‘lgan muammolar va ularning munosib yechimlari muhokama qilinadi. Kalit so‘zlar: AI(artificial intelligence), ChatGPT, transformerlar, inkuziv ta’lim, imkoniyati cheklangan talabalar, maxfiylik. Kirish XXI asrning noyob ixtirosi bo‘lgan sun’iy idrok (Artificial intelligence) bugungi kunda har bir sohada o‘z ildizlarini otishga ulgurdi. U yaratib berayotgan aql bovar qilmas qulayliklar, vaqt tejalishi natijasida keng qamrovli axborot iste’moli har bir jamiyat a’zosida yorqin kelajakka bo‘lgan umidlarni uyg‘otdi. Albatta, tan olish kerakki, texnologiyalar asrida yashayotgan biz yangi avlod AI yaratilgandan buyun bir qadar keng imkoniyatlar qurshovida, qulayliklar orasida hayot kechirmoqdamiz. Qisqa muddat ichida bu ixtiro matnlarni tahlil qilish, berilgan informatsiyani anglagan holda jamiki internet tarmoqlaridan axborot yig‘ib xulosalash, jamlash, kategoriyalarga ajratish singari funksiyalari orqali ilm ahlining, ayniqsa, talaba yoshlarning dastyor yordamchisiga aylandi. Shunga qaramay, AIning qo‘lidan keladigan vazifalar shu yerda yakun bo‘lgani yo‘q, kun sari sistema rivojlanib, takomillashib borayotgani sababli undan to‘g‘ri maqsadlarda foydala olish, o‘qitishning yangi usullari, yondashuvlarini AI hamkorligida inklusiv ta’lim darajasiga chiqarish asosiy vazifalardan biriga aylanmoqda. Sun’iy intellektning tilshunoslikdagi yutuqlari Deyarli barcha sohalarni qamrab olayotgan Sun’iy intellektning qobiliyatlari lingvistika va ijtimoiy yo‘nalishlarda ham samarali qo‘llanilishi mumkinligi butun dunyo olimlari tomonidan qizg‘in munozaralarga, ilmiy tadqiqotlarga sabab bo‘lmoqda. Birgina OpenAI tizimi tomonidan yaratilgan ChatGPT platformasi keng qamrovdagi axborot ombori va tabiiy til rivojlanishi (Natural language development) funksiyasi borligi bilan qanday sohada bo‘lmasin, kishlarning ilmiy va kundalik savollariga aniq javob bermoqda. Shu o‘rinda Puranjay Savar Mattas tomonidan International Journal of Research Publication and Reviews xalqaro jurnalidagi maqolada aytilishicha, sun’iy intellekt yordamida tillarni rivojlantirishda tizimning transformerlar deb ataluvchi neyron tarmoqlarining yanada takomillashishi har bir so‘zning kontekstual bog‘liqligini o‘rganib, semantik jihatdan mazmunli va izchil mant yaratish imkonini beradi. Bugungi kunda barchamizning yordamchimizga aylangan Char GPT aynan mana shu transformerlar yordamida ishlab chiqilgan murakkab tizimidir. ChatGPT juda katta hajmdagi ma’lumotlar asosida o‘qitilgan 651

SIRI-2025 Sun’iy Intellekt va Raqamli Iqtisodiyot ilg‘or til modeli bo‘lib, savollarga javob berish, matn yaratish, hatto she’r yozish kabi ko‘plab til bilan bog‘liq vazifalarni bajara oladi. Hattoki ayrim soha mutaxassislari ChatGPTning bajargan ishlarini ko‘rib, natijalarni “ajoyib” va “ta’sirli” deya baholashgan. Inkluziv ta’lim rivojlanishida sun’iy intellektning o‘rni Har kim bepul ta’lim olish huquqiga ega, o‘zbekistoz Respublikasi konstitutsiyasi 41moddasida shunday yoziladi. Ta’lim - har bir sohaning ustozi, yetuklikka faqatgina o‘qibo‘rganish bilan erishishi mumkin. Zamonlar o‘zgarar ekan, ta’lim olish va o‘qitish jarayonida ham sezilarni innavatsion burilishlar yuzaga kelishi tabiiy. Sun’iy intellekt modellaridan unumli foydalanishning yana bir afzalligi ta’lim sohasida, aynan til o‘rganishda yuzaga keladi. Avtomatik mant yaratish, istalgan savollarga aniq va ishonchi javob berishi isbotlangan ChatGPT orqali til o‘rganuvchilar 1soatli o‘qituvchi bilan ishlangan darsdan ko‘ra ko‘proq ma’umotga ega bo‘lishlari mumkin. UNESCO ma’lumotlariga ko‘ra, hali ham 250 million bola maktabga bormaydi. Bu holat ayniqsa nogironligi bo‘lgan bolalar uchun yanada og‘irroq. Imkoniyati cheklangan bolalar maktabga hech qachon bormagan bo‘lish ehtimoli 49 foizga yuqori, shuningdek, asosiy o‘qish va matematik savodxonlik ko‘nikmalariga ega bo‘lish ehtimoli 42 foizga past bo‘ladi (nuqsoni bo‘lmagan bolalar bilan solishtirilganda) Sun’iy intellekt bilan esa bu ko‘rsatgichlarni pasaytirish mumkin. AI bilan ta’lim olishda zarur bo‘lgan manbalarni olish imkoniyati beriladi, tizim bolalarning ehtiyojlariga, nuqsonlariga moslasha olganligi uchun o‘quv imkoniyatlari yanada kengayadi. Natijalar, albatta, quvonarli Torronto uviversiteti ATutor nomli tizimni ishlab chiqdi, bu ko‘rish qobiliyati cheklangan talalbalar uchun ilk e-learning platformasi hisoblanadi. Shuningdek, Wood tadqiqotlariga ko‘ra, surunkali kasalliklarga ega talabalar yangi va rivojlanayotgan AI texnologiyalari yordamida yaxshiroq ta’lim olishlari mumkin. Shu bois sun’iy intellekt ta’lim va o‘qitish platformalarida qo‘llanilsa, nogironligi bo‘lgan talabalar natijalarini yaxshilashga va inklyuziv ta’limni rivojlantirishga xizmat qilishi mumkin. Sun’iy intellekt bilan ishlashda duch kelishimiz mumkin bo‘lgan muammolar va ularga yechimlar. Shunday bo‘lsa-da kelajakda yuz berishi mumkin bo‘lgan xavf-xatarlardan ogoh bo‘lishimiz davr talabidir. AI tilni qayta ishlash modellariga bog‘liq yana bir muhim muammo – noto‘g‘ri va yolg‘on ma’lumotlarni tarqatish ehtimoli. Ushbu modellar katta hajmdagi ma’lumotlar asosida o‘qitilganligi sababli, ular ba’zan haqiqatga to‘g‘ri kelmaydigan yoki chalg‘ituvchi ma’lumotlarni o‘z matnlariga qo‘shib yuborishi mumkin. Axborot oqimi ulkan ma’lumotlar omborini tashkil qilgani bois bu informatsiyalarni boshqarish, vaqt o‘tgan sari kategoriyalarga ajratib, ishonchsiz va yaroqsiz axborotlardan foydalanilishiga yo‘l qo‘ymaslik eng to‘g‘ri qaror bo‘ladi. Bundan tashqari, ChatGPT kabi muloqotga asoslangan sun’iy intellekt tizimlarini joriy etish katta hajmdagi shaxsiy ma’lumotlarga kirish imkoniyatini talab qiladi. Ushbu ma’lumotlar tarkibiga matnli suhbatlar, nutq ma’lumotlari va boshqa shaxsiy axborotlar kirishini hisobga olsak, AI modellari yordamida o‘qitish va o‘quvchilarning samaradorligini oshirish uchun ishlatilishi mumkin, biroq reklama yoki marketing kabi boshqa maqsadlarda ham qo‘llanilishi ehtimoli mavjud. Ushbu maxfiylik muammolarini hal qilishning bir usuli – suhbatga asoslangan sun’iy intellekt tizimlaridan foydalanishdan avval so‘ralgan ma’lumotlarni anonimlashtirish va himoya qilishdir. Masalan, ta’lim maskanlari shaxsiy ma’lumotlarni himoya qilish uchun ma’lumotlarni 652

Sun’iy Intellekt va Raqamli Iqtisodiyot SIRI-2025 niqoblash (data masking), ma’lumotlarni shifrlash (data encryption) va ma’lumotlarni o‘chirish (data deletion) kabi texnikalardan foydalanishlari mumkin. Bundan tashqari, kompaniyalar ma’lumotlarga kirish, ma’lumotlarni saqlash va ulashish bo‘yicha qat’iy siyosatlar joriy qilish orqali shaxsiy ma’lumotlarga ruxsatsiz kirishning oldini olishlari mumkin. Xulosa Ushbu maqolada sun’iy intellekning ta’lim vat il o‘rganish jamiyatiga ko‘rsatayotgan yordamlari, uning yordamida til o‘rganish jarayonini qulaylashrirish, inkluziv ta’limni qo‘llabquvvatlab, yanada rivojlantirish haqida qarashlar o‘rganib chiqildi, yuzlashishimiz mumkin bo‘lgan muammolar ko‘zdan kechirilib, ularga yechimlar topishga harakat qilindi. Shubhasiz, ChatGPT rivojlanishi tez va sezilarli bo‘ldi, va bu tendensiya kelajakda ham davom etishi ehtimoli yuqori. Ushbu texnologiya til bilan o‘zaro munosabat tarzimizni shakllantirishda davom etadi, bu esa turli sohalarda yangi va hayajonli imkoniyatlarni yuzaga keltiradi. Sun’iy intellekt texnologiyasi yanada rivojlanar ekan, uning imkoniyatlari va xavf-xatarlarini chuqur o‘rganish muhim, shunda texnologiyadan mas’uliyatli va axloqiy jihatdan to‘g‘ri foydalanish ta’minlanadi. Adabiyotlar 1. Li, Y., Zhang, R., & Chen, J. (2021). OpenAI GPT-3: Inson darajasidagi til qobiliyatidan ustun bo‘lgan til modeli. arXiv preprint arXiv:2101.05794. 2. Müller, A., Bretschneider, U., & Knebel, J. (2019). Mijozlarga xizmat ko‘rsatishda chatbotlar: Ularning samaradorligi bo‘yicha meta-tahlil. Journal of Business Economics, 89, 329-357. 3. O‘zbekiston Respublikasi konstitutsiyasi https://constitution.uz/oz 4. Puranjay Savar Mattas Mehrauli “ChatGPT: Sun’iy intellekt tilni qayta ishlash va uning oqibatlari bo‘yicha tadqiqot” New Delhi 110030, Hindiston 5. Siqi Yang ” Inklyuziv ta’limga erishishda sun’iy intellektning roli” 3-yanvar, 2025 University College London https://www.ewadirect.com/proceedings/chr/ article/view/19654 6. UNESCO. (2023). 250 million bola maktabga bormaydi: UNESCOning so‘nggi ta’lim ma’lumotlari haqida bilishingiz kerak bo‘lgan faktlar. Manba: https://www.unesco.org/en/articles/250-million-children-out-school-what-you-need-knowabout-unescos-latest-education-data [Kirish sanasi: 2024-yil 15-avgust] 7. Wood, A. (2019). Surunkali kasalliklarga chalingan talabalar uchun inklyuziv ta’lim – texnologik muammolar va imkoniyatlar. Sun’iy intellekt va inklyuziv ta’lim: Nazariy istiqbollar va rivojlanayotgan amaliyotlar, 135-148. 653

SIRI-2025 Sun’iy Intellekt va Raqamli Iqtisodiyot YAPON VA o‘ZBEK TILINI SOLISHTIRISH MISOLIDA AGULYATIV TILLARNING XUSUSIYATLARI Muxtorjonova Durdona o‘zDJTU Sharq filologiya fakulteti Annotatsiya: Ushbu maqolada Yapon va Oʻzbek tillaridagi agulyativlik xususiyatlarini solishtirish orqali agulyativlik tushunchasi atroflicha yoritib beriladi. Agulyativ tillar soʻz yasalishi va grammatik shakllanishda morfemalarning ketma-ket qoʻshilishi orqali yangi soʻzlar va grammatik shakllar hosil qilishiga asoslangan tillar hisoblanadi. Tadqiqotda Yapon va Oʻzbek tillarining morfologik tuzilishi, soʻz yasalishi, grammatik shakllanishi va agulyativlikning oʻziga xos jihatlari tahlil qilinadi. Maqolada ikkala tilning oʻxshashliklari va farqlari misollar bilan koʻrsatilgan. Kalit soʻzlar: agulyativ tillar, morfema, soʻz yasalishi, grammatik shakllanish, Yapon tili, Oʻzbek tili, solishtirmali tahlil, fleksiyasizlik, qoʻshimchalar. Agulyativ tillar (yoki agglutinativ tillar) so‘z yasalishi va so‘z shakllanishida morfemalarning (so‘z qismlarining) ketma-ket qo‘shilishi orqali yangi so‘zlar yoki grammatik shakllar hosil qiladigan tillardir.[1] Bu tillarda har bir morfema odatda bir ma'noni anglatadi va ularning ketma-ketligi so‘zning umumiy ma'nosini belgilaydi. Agulyativ tillarning asosiy xususiyatlari: [5] 1. Morfemalarning aniqligi: Har bir morfema (old qo‘shimcha, orta qo‘shimcha, oxir qo‘shimcha) aniq bir ma'noga ega bo‘ladi. Masalan, turk tillarida "-lar" ko‘plikni, "-da" joyni bildiradi. 2. So‘z uzunligi: Agulyativ tillarda so‘zlar ko‘pincha uzun bo‘ladi, chunki bir nechta morfemalar qo‘shilishi mumkin. Masalan, venger tilida "házamban" (uyimda) so‘zi "ház" (uy) + "am" (mening) + "ban" (da) morfemalaridan tashkil topgan [4]. 3. Qat'iy tartib: Morfemalarning qo‘shilish tartibi odatda qat'iy belgilangan bo‘ladi. Masalan, turk tillarida old qo‘shimchalar so‘zning oldida, oxir qo‘shimchalar esa so‘zning oxirida joylashadi. 4. Fleksiyasizlik: Agulyativ tillarda so‘zlar fleksiya (so‘zning grammatik shaklini o‘zgartirish) orqali emas, balki morfemalar qo‘shilishi orqali o‘zgaradi. Agulyativ tillarga misollar:[6] - Turk tillari: o‘zbek, turk, qozoq, qirg‘iz, ozarbayjon, turkman tillari. - Fin-ugor tillari: Venger, fin, eston tillari. - Yapon va koreys tillari: Bu tillar ham agulyativ xususiyatlarga ega. - Boshqa tillar: Bask, gruzin tillari ham agulyativ tillar hisoblanadi. Quyida Yapon tili hamda o‘zbek tilini solishtirma tahlili orqali maqsadni yanada ochiqlashtirama Yapon tilidagi agulyativlik xususiyatlari:[3] - Yapon tilida soʻz yasalishi: old qoʻshimchalar, orta qoʻshimchalar, oxir qoʻshimchalar. - Grammatik shakllanish: feʼllar, otlar, sifatlar. 654

Sun’iy Intellekt va Raqamli Iqtisodiyot SIRI-2025 - Misollar: - Taberu (yemoq) → Tabemasu (yeyman) → Tabemasen (yemayman). - Hon (kitob) → Hon o (kitobni) → Hon o yomu (kitobni oʻqimoq).[4] Oʻzbek tilidagi agulyativlik xususiyatlari:[2] - Oʻzbek tilida soʻz yasalishi: old qoʻshimchalar, orta qoʻshimchalar, oxir qoʻshimchalar. - Grammatik shakllanish: feʼllar, otlar, sifatlar. - Misollar: - Uy → Uylar (koʻplik) → Uylarimiz (egalik) → Uylarimizda (joy). - Yozmoq → Yozdim (oʻtgan zamon) → Yozaman (kelasi zamon). Yapon va Oʻzbek tillaridagi agulyativlikning solishtirilishi - Oʻxshashliklar:[6] - Har ikkala tilda ham morfemalar aniq maʼnoga ega. - Soʻz yasalishi va grammatik shakllanish qatʼiy tartibga ega. - Fleksiyasizlik: soʻzlar morfemalar orqali oʻzgaradi. - Farqlar: - Yapon tilida koʻproq grammatik qoʻshimchalar ishlatiladi (masalan, feʼllar uchun turli shakllar). - Oʻzbek tilida soʻzlar koʻpincha qisqaroq boʻladi, chunki qoʻshimchalar soni kamroq. -Yapon tilida feʼllar soʻz oxirida keladi, Oʻzbek tilida esa feʼllar soʻzning har qanday qismida boʻlishi mumkin.[5] Xulosa Tillarni o‘rganish mobaynida uning tarixiy kelib chiqishiga hamda tillar oilasiga e'tibor qaratish tilni o‘rganishda yuzaga keluvchi ko‘plab masalalarni hal etishi mumkin.Shuningdek kelajakda yosh avlodga yangi tillarni o‘rgatishda yangi usullar vujudga kelishiga asos bo‘lishi mumkin. Ko‘rinib turibdiki bir oilaga mansub tillarni o‘rganish birining biriga o‘xshatmasi orqali tushunish sezilarli darajada qulay va manfaatli bo‘lishi mumkin. Adabiyotlar 1. Oʻzbek tilshunosligi: 2 - A. Qodirov, "Oʻzbek tili grammatikasi". 3 - E. Begmatov, "Oʻzbek tilshunosligi asoslari". 4. Yapon tilshunosligi: 5 - Samuel E. Martin, "A Reference Grammar of Japanese". 6 - Makino Seiichi, "A Dictionary of Basic Japanese Grammar". 7. Agulyativ tillar haqida umumiy maʼlumot: 8- Bernard Comrie, "The World's Major Languages" 9 - R. M. W. Dixon, "Basic Linguistic Theory" 655

SIRI-2025 Sun’iy Intellekt va Raqamli Iqtisodiyot HOW ONLINE LEARNING IS CHANGING TRADITIONAL CLASSROOMS Po‘latova Sevara Sunnatillayevna Karshi State University, sevarapulatova2004@gmail.com Annotation: In today’s education system, online learning has become an essential tool for both students and teachers. Research shows that digital platforms can enhance learning by providing flexibility, accessibility, and personalized education. Online learning allows students to study at their own pace, making education more inclusive and efficient. While there are many benefits, integrating online learning into traditional classrooms also comes with challenges. In this article, we discuss both the advantages and difficulties of online education, such as the lack of face-to-face interaction, digital inequality, and the need for self-discipline. The goal of this article is to highlight the transformative impact of online learning on education, from primary schools to universities. As technology continues to evolve, the combination of traditional and online learning is becoming increasingly necessary to provide a modern and effective educational experience. Key words: Online learning, digital education, blended learning, virtual classrooms, adaptive learning, gamification, personalized learning, flexibility, self-discipline, digital inequality, hybrid learning, technology in education. Introduction Online learning has revolutionized education by providing students and teachers with digital platforms that enhance accessibility, flexibility, and personalized learning experiences. The widespread adoption of online education, especially after the COVID-19 pandemic, has changed the traditional classroom dynamic, making learning more inclusive and adaptable to individual needs. While online learning offers many benefits, such as selfpaced study, global access, and cost efficiency, it also presents significant challenges, including digital inequality, lack of face-to-face interaction, and the need for strong selfdiscipline. As technology continues to evolve, a blended approach that integrates both traditional and digital learning methods is becoming more necessary to provide a modern and effective educational experience. Methods This article employs a combination of qualitative and quantitative research methods to analyze the impact of online learning. It references scholarly sources, including studies by Means et al. (2014), Deterding et al. (2011), and Picciano (2017), to support claims about the effectiveness of digital education. Comparative analysis is used to contrast traditional and online learning models, highlighting their respective advantages and challenges. Additionally, case studies from prestigious institutions such as Harvard, MIT, and Oxford illustrate the real-world implementation of online education. The article also incorporates statistical data and expert opinions to examine the role of artificial intelligence, gamification, and blended learning in modern education. By synthesizing these various methods, the 656

Sun’iy Intellekt va Raqamli Iqtisodiyot SIRI-2025 article provides a well-rounded discussion on the benefits and limitations of online learning while exploring future trends in digital education. Result One of the most significant advantages of online learning is its flexibility. Unlike traditional classrooms with fixed schedules, digital education allows students to study at their own pace, which is particularly beneficial for working professionals, students with disabilities, and those with other responsibilities. Asynchronous learning options enable students to access recorded lectures, assignments, and quizzes whenever convenient, reducing pressure and allowing for better comprehension. Moreover, online learning removes geographical barriers, enabling students from remote areas or underprivileged backgrounds to access world-class education. Prestigious institutions such as Harvard, MIT, and Oxford now offer free or affordable online courses, allowing learners worldwide to gain knowledge without relocating or spending large sums of money. According to Means et al. (2014), "Online learning has been shown to be as effective as traditional classroom learning, with blended learning models often yielding even better results." Artificial intelligence (AI) is playing a crucial role in personalizing education. Many online learning platforms employ AI-driven adaptive learning systems that analyze student performance and customize lessons accordingly. AI-powered tutors like Carnegie Learning and Squirrel AI provide instant feedback and recommendations, ensuring that students receive targeted assistance. This level of personalization is challenging to achieve in traditional classrooms with large numbers of students. Additionally, gamification elements such as leaderboards, interactive simulations, and rewards enhance student engagement, making learning more enjoyable and effective. Research shows that gamified education improves retention rates and boosts problem-solving skills, particularly in STEM subjects. As Deterding et al. (2011) explain, "Gamification, when applied to learning, enhances motivation and engagement by incorporating game-like elements such as competition, rewards, and achievement tracking." Online education is also a cost-effective alternative to traditional learning. Students can save money on transportation, housing, and textbooks by using digital resources. Open Educational Resources (OERs) have further democratized learning by providing free access to textbooks, research materials, and academic content. Many universities are investing in cloud-based learning management systems that store vast amounts of educational materials, allowing students to access information from anywhere at any time. Additionally, many companies now provide corporate training through online courses, reducing costs associated with in-person workshops and travel. As Picciano (2017) states, "The shift toward online learning is not just a response to technological advances, but also an economic necessity, as digital education significantly reduces costs while increasing access to quality instruction." Discussion Despite its many benefits, online learning comes with challenges. One major drawback is the lack of real-time interaction between students and teachers. In traditional classrooms, students can ask questions immediately, engage in discussions, and collaborate on projects, which enhances comprehension and social skills. In contrast, online learning often lacks this dynamic, making it harder for students to stay engaged. To address 657

SIRI-2025 Sun’iy Intellekt va Raqamli Iqtisodiyot this, many platforms integrate live Q&A sessions, discussion forums, and virtual group projects to encourage participation and collaboration. However, these methods cannot fully replicate the social experience of face-to-face learning.Digital inequality remains another significant barrier to online education. Not all students have access to high-speed internet, computers, or even electricity, creating a digital divide between those who can take advantage of online learning and those who cannot. Many governments and organizations are working to bridge this gap by providing free internet access, distributing digital devices, and implementing policies to promote digital literacy. However, in low-income communities and developing countries, the lack of technological infrastructure remains a significant obstacle. Another challenge of online learning is the requirement for self-discipline and time management. Unlike traditional classrooms, where teachers provide structure and supervision, online education requires students to take responsibility for their learning. Studies have shown that students who struggle with motivation or time management are more likely to drop out of online courses. To combat this issue, many platforms incorporate progress tracking, goal-setting features, and mentorship programs to help students stay on track. Some courses also use artificial intelligence to send reminders and adaptive suggestions based on a student’s progress.Technical difficulties further complicate online learning. Both students and teachers may face issues with software glitches, internet connectivity problems, or a lack of digital literacy. While younger generations are generally more comfortable with technology, many educators require additional training to effectively use online learning tools. Institutions are addressing this by offering professional development programs and providing IT support to ensure smooth integration of digital tools into the learning process. Despite these challenges, online learning continues to evolve and improve, offering innovative solutions to bridge the gap between traditional and digital education. Blended learning models, which combine online and in-person instruction, are becoming more popular. Many schools and universities now implement hybrid learning approaches, allowing students to benefit from digital flexibility while maintaining structured classroom interactions. Additionally, emerging technologies like Virtual Reality (VR) and Augmented Reality (AR) are transforming online education by creating immersive learning experiences. VR simulations enable medical students to practice surgical procedures, while AR applications allow engineering students to interact with 3D models of complex machinery. Looking ahead, the future of education will likely involve a seamless integration of traditional and digital learning methods. AI-powered tutors, blockchain-based certification for secure credentials, and cloud-based learning environments are expected to shape the next phase of digital education. The key to maximizing the benefits of online learning lies in addressing its challenges and ensuring that technology is used effectively to create a dynamic, engaging, and accessible educational experience. Schools, universities, and policymakers must continue adapting to these changes to provide students with the skills and knowledge necessary for the future workforce. Rather than replacing traditional classrooms, online learning serves as a valuable enhancement, enabling a more inclusive, efficient, and personalized educational system that meets the diverse needs of modern learners. Conclusion 658

Sun’iy Intellekt va Raqamli Iqtisodiyot SIRI-2025 Online learning has significantly transformed education by providing greater accessibility, flexibility, and personalized learning experiences. While it offers numerous advantages, such as self-paced study, cost-effectiveness, and global reach, it also presents challenges like digital inequality, lack of face-to-face interaction, and the need for selfdiscipline. Advances in artificial intelligence, gamification, and blended learning models continue to improve online education, making it more engaging and effective. Despite some limitations, the integration of digital tools with traditional teaching methods is shaping the future of education. By addressing technological barriers and enhancing online learning strategies, educators and policymakers can ensure that digital education remains an inclusive and powerful tool for learners worldwide. Rather than replacing traditional classrooms, online learning serves as a complementary approach that enriches education and prepares students for the evolving demands of the modern world. References 1. Deterding, S., Dixon, D., Khaled, R., & Nacke, L. (2011). From game design elements to gamefulness: Defining "gamification". Proceedings of the 15th International Academic MindTrek Conference: Envisioning Future Media Environments, 9-15. 2. Means, B., Toyama, Y., Murphy, R., Bakia, M., & Jones, K. (2014). The effectiveness of online and blended learning: A meta-analysis of the empirical literature. Teachers College Record, 115(3), 1-47. 3. Picciano, A. G. (2017). Theories and frameworks for online education: Seeking an integrated model. Online Learning, 21(3), 166-190. 659

SIRI-2025 Sun’iy Intellekt va Raqamli Iqtisodiyot IMPORTANCE OF ARTIFICIAL INTELLIGENCE IN WRITING SKILLS Alimbayeva Latofat, Xujaniyazova Hilola O‘zbekiston davlat jahon tillari universiteti Abstract: As technology continues to evolve, the function of Artificial Intelligence into various aspects of daily life has become increasingly prevalent. One area where AI demonstrates significant potential is in the realm of writing skills development. This article is about teaching writing skills and crucial role of Artificial Intelligence in enhancing writing skills. The aim of this paper is that understanding the function of AI for language learners. With the development of technology, students are learning English more quickly. Key words: Artificial Intelligence (AI), Duolingo, Advantages of Artificial Intelligence, Linguistic skills, Technology, English Teaching and Learning. Introduction The growth of technology in education has shifted educators' ideas on the importance of encouraging creativity in English teaching and learning. Teachers may now incorporate technology into their English lessons, improving the teaching and learning experience and attracting students' interest in the subject. Technology may help improve one of the linguistic skills, writing. While writing helps all students to share their thoughts, ideas, and experiences to readers, certain individuals may fail to convey their views successfully in writing. This challenge is often caused by students' lack of confidence in their writing ability, which can be attributed to faults in grammar or vocabulary. To address these issues in student writing, the researchers used technology to detect and correct grammatical faults in their essays. By offering dynamic, responsive learning environments and customized educational experiences, artificial intelligence (AI), with its innovative technologies and adaptive learning mechanisms, enhances academic writing. It explores the complexities of language learning and provides customized solutions, streamlining and simplifying the procedures necessary for academic writing. Simultaneously, producing an academic essay necessitates accuracy, lucidity, well-organized reasoning, and moral scholarship—values that are enhanced and reinforced by AI's potential. With the use of AI, students are able to successfully negotiate the challenges of creating succinct titles, interesting abstracts, thorough literature evaluations, and upholding integrity through accurate citation and reference. In today's digital age, the fusion of technology and creativity has transformed various aspects of our lives, including the way we write. Artificial Intelligence (AI) has emerged as a powerful tool in enhancing writing skills, revolutionizing the traditional approach to composition and communication. From correcting grammar errors to generating creative content, AI is playing a pivotal role in shaping the future of writing proficiency. Grammar and Spelling Correction: 660