Sun’iy Intellekt va Raqamli Iqtisodiyot

platformalar masofadan turib psixologik yordam olishni ommalashtirdi. Shuningdek, Woebot Health tomonidan yaratilgan AI-chatbotlar foydalanuvchilarga 24/7 rejimda emotsional qo‘llab-quvvatlash imkonini bermoqda. Onlayn konsultatsiyaning ijobiy tomonlari — qulaylik, vaqt va mablag‘ tejalishi, geografik cheklovlarning yo‘qligi hamda anonimlikni ta’minlashidir. AI texnologiyalari esa tezkor javob, doimiy monitoring va katta hajmdagi ma’lumotlarni tahlil qilish orqali individual yondashuvni kuchaytiradi. Bu ayniqsa psixologik yordamga muhtoj, biroq an’anaviy konsultatsiyaga murojaat qilishga qiynaladigan shaxslar uchun muhimdir. Shu bilan birga, salbiy jihatlar ham mavjud. Onlayn muloqotda jonli emotsional aloqa va neverbal signallar yetarlicha aks etmasligi mumkin. AI esa insoniy empatiya va chuqur hissiy tushunishni to‘liq ta’minlay olmaydi. Bundan tashqari, maxfiylik va ma’lumotlar xavfsizligi masalalari ham dolzarb hisoblanadi. Foydalanilgan adabiyotlar: 1. Farzan, M., Etkin, A. va boshq. (2024, 6-sentabr). Sun’iy intellekt asosidagi kognitivxulqiy aralashuvning depressiya va tashvishlarni kamaytirishdagi samaradorligi: Randomizatsiyalangan nazoratli tadqiqot. JAMA Network Open. —URL: https://pmc.ncbi.nlm.nih.gov/articles/PMC11904749/ 2. Spytska, L., Klymchuk, V. va boshq. (2025, 30-yanvar). Psixoterapiyada sun’iy intellektdan foydalanish: “Friend chatbot” misolida krizisli vaziyatlarda qo‘llash. BMC Psychology. —URL: https://pmc.ncbi.nlm.nih.gov/articles/PMC11871827/ 3. Moylan, K., McCarthy, S., & Lee, H. (2025, 15-yanvar). Sun’iy intellekt asosidagi chatbotlarni ekspert va fanlararo tahlil qilish: Wysa misolida. Journal of Medical Internet Research, 27(1), e67114. —URL: https://www.jmir.org/2025/1/e671144.Beg, M. J., Khan, S., & Al-Marzooqi, S. (2024, 25-iyun). Psixoterapiyada sun’iy intellekt: Tahliliy sharh. Sage Journals –Psychological Studies. —URL: https://journals.sagepub.com/doi/full/ 4. Nemov, R.S. Psixologik maslahat / R.S. Nemov. - M .: VLADOS, 2003. 5. Kociunas, R. Psixologik maslahat asoslari R. Kociunas. - M.: Akademik loyiha, 1989. P. 6. Bugental J.F.T. Psixoterapevt san'ati. Nyu-York: Norton 1987 yil. 7. Jorj R., Cristiani T. Consulting: nazariya va amaliyot. M.: Eksmo, 2002 RAQAMLI TIBBIYOT TA’LIMIDA SUN’IY INTELLEKT: SHIFOKOR KADRLARNI TAYYORLASHDA LINGVISTIK KOMPETENSIYA VA GUMANITAR QADRIYATLAR UYG‘UNLIGI Toshpo‘latova Durdona Sharifbekovna, Toshkent Kimyo Xalqaro universiteti pediatriya yo‘nalishi 2-kurs talabasi durdonatospolatova@gmail.com Annotatsiya. Maqolada raqamli tibbiyot ta’limida sun’iy intellekt texnologiyalarining o‘rni, bo‘lajak shifokorlarni tayyorlash jarayonida lingvistik kompetensiya va ijtimoiygumanitar qadriyatlarning uyg‘unligi yoritiladi. Innovatsion yondashuvlar asosida ta’lim samaradorligini oshirish, tibbiy muloqot madaniyati va etik masalalar tahlil qilinadi. Kalit so‘zlar: sun’iy intellekt, tibbiyot ta’limi, lingvistik kompetensiya, ijtimoiy-gumanitar qadriyatlar, innovatsion o‘qitish. Abstract. The article discusses the role of artificial intelligence technologies in digital medical education, focusing on the integration of linguistic competence and socio-humanitarian values in the training of future doctors. It analyzes innovative approaches to enhance educational effectiveness, medical communication culture, and ethical issues. 539

Keywords: artificial intelligence, medical education, linguistic competence, sociohumanitarian values, innovative teaching. Ruscha variant: Аннотация. В статье рассматривается роль технологий искусственного интеллекта в цифровом медицинском образовании, с акцентом на интеграцию лингвистической компетенции и социально-гуманитарных ценностей в подготовке будущих врачей. Анализируются инновационные подходы для повышения эффективности обучения, культуры медицинской коммуникации и этических вопросов. Ключевые слова: искусственный интеллект, медицинское образование, лингвистическая компетенция, социально-гуманитарные ценности, инновационное обучение. Kirish. Zamonaviy jamiyat taraqqiyoti barcha sohalar qatori tibbiyot tizimiga ham tubdan ta’sir ko‘rsatmoqda. Ayniqsa, raqamlashtirish jarayonlari va sun’iy intellekt texnologiyalarining jadal rivojlanishi tibbiyot ta’limi mazmuni, shakli va metodologiyasini qayta ko‘rib chiqishni taqozo etmoqda. Bugungi kunda shifokor nafaqat chuqur klinik bilim va amaliy ko‘nikmalarga, balki yuksak lingvistik madaniyat, kommunikativ kompetensiya, empatiya, ijtimoiy mas’uliyat va kasbiy etikaga ham ega bo‘lishi zarur. Shu bois tibbiyot kadrlarini tayyorlashda sun’iy intellekt asosidagi innovatsion yondashuvlar bilan bir qatorda gumanitar qadriyatlarni uyg‘un holda shakllantirish dolzarb masalaga aylanmoqda. Mazkur maqolaning dolzarbligi shundan iboratki, raqamli tibbiyot sharoitida shifokor va bemor o‘rtasidagi muloqot shakli o‘zgarib, sun’iy intellekt vositalari orqali tashxis qo‘yish, maslahat berish va monitoring olib borish kengayib bormoqda. Bunday jarayonda til, nutq madaniyati, axborotni to‘g‘ri yetkazish, bemorning psixologik holatini inobatga olish kabi lingvistik va ijtimoiy-gumanitar masalalar alohida ahamiyat kasb etadi. Agar tibbiyot ta’limida faqat texnologik yondashuv ustuvor bo‘lib, insoniy omil e’tibordan chetda qolsa, tibbiy xizmat sifatiga putur yetishi mumkin. Shu sababli sun’iy intellekt imkoniyatlarini gumanitar yondashuvlar bilan uyg‘unlashtirish ilmiy va amaliy jihatdan muhimdir. Maqolaning asosiy maqsadi raqamli tibbiyot ta’limida sun’iy intellekt texnologiyalaridan foydalanish jarayonida bo‘lajak shifokorlarning lingvistik kompetensiyasi va ijtimoiy-gumanitar qadriyatlarini rivojlantirishning nazariy hamda amaliy jihatlarini tahlil qilishdan iborat. Ushbu maqsadga erishish uchun tibbiyot ta’limida sun’iy intellektning o‘rni va ahamiyatini ochib berish, shifokor kadrlarni tayyorlashda til va kommunikatsiya madaniyatining ahamiyatini asoslash, ijtimoiy-gumanitar va etik muammolarni aniqlash hamda innovatsion ta’lim yondashuvlari samaradorligini ko‘rsatish vazifalari belgilandi. Tibbiyot ta’limida sun’iy intellektdan foydalanish bir qator imkoniyatlarni yaratadi. Virtual simulyatorlar, aqlli o‘quv platformalari, avtomatlashtirilgan diagnostika tizimlari talabalarning bilimini chuqurlashtiradi, klinik fikrlashni rivojlantiradi va mustaqil qaror qabul qilishga o‘rgatadi. Biroq bu jarayonda shifokorning nutqiy faoliyati, tibbiy terminologiyani to‘g‘ri qo‘llashi, bemor bilan muloqotda empatiya va etik me’yorlarga rioya qilishi doimo ustuvor bo‘lib qoladi. 540

Sun’iy intellekt vositalari shifokorni almashtirmaydi, balki uning kasbiy faoliyatini qo‘llab-quvvatlovchi yordamchi sifatida xizmat qiladi. Lingvistik kompetensiya tibbiyot ta’limining ajralmas qismi hisoblanadi. Shifokor bemorga tashxisni tushunarli, aniq va psixologik jihatdan to‘g‘ri yetkazishi lozim. Raqamli muhitda esa bu masala yanada murakkablashadi, chunki masofaviy maslahatlar, elektron tibbiy hujjatlar va avtomatlashtirilgan tizimlar orqali muloqot amalga oshiriladi. Shu nuqtai nazardan, sun’iy intellekt asosidagi ta’lim platformalarida tibbiy nutq madaniyati, kasbiy til va muloqot ko‘nikmalarini rivojlantirishga qaratilgan modullarni joriy etish muhim ahamiyatga ega. Ijtimoiy-gumanitar qadriyatlar esa shifokor shaxsining axloqiy asosini tashkil etadi. Tibbiy etikaga rioya qilish, bemor huquqlarini hurmat qilish, axborot xavfsizligini ta’minlash sun’iy intellektdan foydalanish jarayonida dolzarb masalalardan biridir. Sun’iy intellekt algoritmlarining shaffofligi, ma’lumotlar maxfiyligi va qaror qabul qilishdagi mas’uliyat masalalari tibbiyot ta’limida alohida e’tibor talab qiladi. Talabalar bu borada nafaqat texnik bilimlarga, balki gumanitar tafakkurga ham ega bo‘lishlari zarur. Mazkur tadqiqot jarayonida tibbiyot ta’limida sun’iy intellektdan foydalanish bo‘yicha ilmiy manbalar tahlil qilindi, zamonaviy ta’lim texnologiyalarining lingvistik va ijtimoiy-gumanitar jihatlari o‘rganildi. Ishning borishi davomida sun’iy intellekt asosida tashkil etilgan o‘quv jarayonlarining afzalliklari va cheklovlari aniqlanib, ularni bartaraf etish yo‘llari taklif etildi. Tahlillar shuni ko‘rsatdiki, innovatsion texnologiyalarni gumanitar yondashuvlar bilan uyg‘unlashtirish ta’lim samaradorligini sezilarli darajada oshiradi. O‘rganish natijalariga ko‘ra, raqamli tibbiyot ta’limida sun’iy intellektdan foydalanish bo‘lajak shifokorlarning kasbiy kompetensiyasini rivojlantirish bilan birga, ularning nutqiy madaniyati, empatiya va ijtimoiy mas’uliyatini shakllantirishga xizmat qiladi. Ayniqsa, til va muloqot ko‘nikmalarini rivojlantirishga qaratilgan interaktiv platformalar talabalar faol ishtirokini ta’minlaydi va real klinik vaziyatlarga tayyorlaydi. Raqamli tibbiyot ta’limida sun’iy intellektdan foydalanish jarayoni nafaqat texnik innovatsiyalar bilan, balki ta’lim falsafasining o‘zgarishi bilan ham chambarchas bog‘liqdir. An’anaviy tibbiyot ta’limi ko‘proq bilimlarni yodlash va standart klinik algoritmlarni o‘zlashtirishga yo‘naltirilgan bo‘lsa, sun’iy intellekt asosidagi ta’lim modeli talabaning tanqidiy fikrlashi, mustaqil tahlil qilish qobiliyati va muloqot kompetensiyasini rivojlantirishni ko‘zda tutadi. Bu jarayonda lingvistik omil markaziy o‘rinni egallaydi, chunki har qanday tibbiy qaror, tashxis yoki tavsiya til orqali ifodalanadi va bemor tomonidan qabul qilinadi. Sun’iy intellekt yordamida yaratilayotgan aqlli o‘quv tizimlari talabalar nutqini tahlil qilish, tibbiy terminlarni to‘g‘ri qo‘llashni baholash va kommunikativ xatolarni aniqlash imkonini beradi. Masalan, virtual bemorlar bilan muloqot simulyatsiyasi orqali bo‘lajak shifokorlar turli ijtimoiy holatdagi bemorlar bilan qanday so‘zlashish, axborotni qaysi darajada soddalashtirish yoki psixologik yondashuvni qanday tanlash kerakligini o‘rganadilar. Bu esa lingvistik 541

kompetensiyani faqat nazariy emas, balki amaliy darajada shakllantirishga xizmat qiladi. Ijtimoiy-gumanitar nuqtai nazardan qaralganda, sun’iy intellekt asosidagi tibbiyot ta’limi inson va texnologiya o‘rtasidagi munosabatlarni qayta ko‘rib chiqishni talab etadi. Shifokor kasbi tarixan insonparvarlik, rahm-shafqat va axloqiy mas’uliyat bilan bog‘liq bo‘lib kelgan. Raqamli texnologiyalar bu qadriyatlarni siqib chiqarmasligi, aksincha, ularni mustahkamlovchi vosita bo‘lishi lozim. Shu sababli tibbiyot ta’limida sun’iy intellektdan foydalanish jarayonida gumanitar fanlar — tibbiy etika, psixologiya, sotsiologiya va kasbiy kommunikatsiya fanlarining integratsiyasi muhim ahamiyat kasb etadi. Shuningdek, sun’iy intellekt tizimlari tomonidan taqdim etilayotgan axborotning ishonchliligi va xolisligi masalasi ham ijtimoiy-gumanitar muammolar qatoriga kiradi. Algoritmlar inson tomonidan yaratilgani bois, ularda subyektivlik yoki madaniy cheklovlar mavjud bo‘lishi mumkin. Bo‘lajak shifokorlar bunday holatlarni anglay olishi, sun’iy intellekt tavsiyalarini tanqidiy baholashi va yakuniy qarorni insoniy mas’uliyat asosida qabul qilishi zarur. Bu esa ta’lim jarayonida etik tafakkur va kasbiy mas’uliyatni shakllantirishga alohida e’tibor qaratishni talab etadi. Lingvistik jihatdan qaralganda, raqamli tibbiyot sharoitida ko‘p tillilik masalasi ham dolzarbdir. Global tibbiyot makonida ingliz tili asosiy ilmiy til sifatida qo‘llanilayotgan bo‘lsa-da, mahalliy tillarda bemor bilan muloqot qilish sifati shifokor faoliyatining muhim ko‘rsatkichidir. Sun’iy intellekt asosidagi tarjima va nutqni tanish texnologiyalari bu jarayonda yordamchi vosita bo‘la oladi, biroq shifokorning ona tilidagi kasbiy nutq madaniyatini rivojlantirish o‘rnini bosa olmaydi. Shu bois tibbiyot ta’limida lingvistik tayyorgarlikni sun’iy intellekt vositalari bilan qo‘llab-quvvatlash, ammo uni to‘liq avtomatlashtirib yubormaslik muhimdir. Innovatsion yondashuvlar asosida tashkil etilgan tibbiyot ta’limi talabalarni faqat bilim egasi emas, balki ijtimoiy faol, mas’uliyatli va muloqotga ochiq mutaxassis sifatida shakllantiradi. Sun’iy intellekt platformalarida muammoli vaziyatlarni modellashtirish, jamoaviy muhokamalar va reflektiv tahlillar orqali talabalar kasbiy qarorlarning ijtimoiy oqibatlarini anglay boshlaydilar. Bu esa ularning gumanitar tafakkurini kengaytirib, jamiyat oldidagi mas’uliyatini oshiradi. Umuman olganda, mavzuning asosiy qismi doirasida olib borilgan tahlillar shuni ko‘rsatadiki, raqamli tibbiyot ta’limida sun’iy intellekt texnologiyalarini samarali joriy etish faqat texnik infratuzilma bilan cheklanmasligi lozim. Ta’lim jarayoni lingvistik kompetensiya, ijtimoiy-gumanitar qadriyatlar va kasbiy etikani rivojlantirishga yo‘naltirilgan yagona tizim sifatida tashkil etilgandagina kutilgan natijaga erishish mumkin. Bu yondashuv bo‘lajak shifokorlarning nafaqat malakali mutaxassis, balki yetuk inson sifatida kamol topishiga xizmat qiladi. Xulosa qilib aytganda, raqamli tibbiyot ta’limida sun’iy intellekt texnologiyalarini joriy etish zamon talabi hisoblanadi. Biroq bu jarayonda lingvistik kompetensiya va ijtimoiy-gumanitar qadriyatlarni e’tibordan chetda 542

qoldirmaslik muhimdir. Shifokor kadrlarni tayyorlashda texnologik va insoniy yondashuvlar uyg‘unligi ta’minlangandagina tibbiy xizmat sifati va jamiyat salomatligi yuksaladi. Mazkur maqola tibbiyot ta’limida innovatsion va gumanitar yondashuvlarni integratsiya qilish bo‘yicha ilmiy-amaliy tavsiyalar ishlab chiqishga xizmat qiladi. Adabiyotlar ro‘yxati: 1. Russell S., Norvig P. Artificial Intelligence: A Modern Approach. – Pearson, 2021. 2. Topol E. Deep Medicine: How Artificial Intelligence Can Make Healthcare Human Again. – New York: Basic Books, 2019. 3. World Health Organization. Ethics and Governance of Artificial Intelligence for Health. – WHO, 2021. 4. Salomov G‘. Tibbiyotda kommunikatsiya va etik masalalar. – Toshkent, 2020. 5. Karimov I., Xudoyberdiyev A. Innovatsion ta’lim texnologiyalari asoslari. – Samarqand, 2022. 6. He J., Baxter S.L., Xu J., Xu J., Zhou X., Zhang K. The Practical Implementation of Artificial Intelligence Technologies in Medicine. – Nature Medicine, 2019; 25:30–36. 7. Kaplan B., Litewka S. Ethical Challenges of Artificial Intelligence in Medicine. – Cambridge Quarterly of Healthcare Ethics, 2019; 28(3): 311–323. 8. Denecke K., Bamidis P. D., Bond C., Gabarron E., Househ M., Lau A. Y. S., Mayer M. A., Merolli M., Hansen M. Ethical and Social Implications of Using Artificial Intelligence in Health Care. – Yearbook of Medical Informatics, 2018; 27(1): 33–39. 9. Blease C., Kaptchuk T. J., Bernstein M. H., Mandl K. D., Halamka J. D., DesRoches C. M. Artificial Intelligence and the Future of Psychiatry: Insights From a Global Physician Survey. – NPJ Digital Medicine, 2019; 2: 86 LINGUISTIC AND SOCIO-HUMANITARIAN CHALLENGES IN ORGANIZING PERSONNEL TRAINING AND EDUCATION WITHIN AN ARTIFICIAL INTELLIGENCE–BASED INNOVATIVE FRAMEWORK Turaboeva Komila Eshmakhmatovna, a senior teacher of Karshi state technical university komilaturaboeva@gmail.com Abstract. The article examines linguistic and socio-humanitarian problems in organizing personnel training and education in the context of the active implementation of artificial intelligence (AI) and innovative educational approaches. The study analyzes key challenges related to the transformation of educational communication, changes in language practices, as well as social and ethical aspects of using AI in the educational environment. The purpose of the research is to identify the main problems and to determine перспективные directions for integrating AI into personnel training systems with consideration of linguistic and socio-humanitarian factors. Keywords: artificial intelligence, innovative approach, personnel training, educational technologies, linguistic problems Аннотация. В статье рассматриваются лингвистические и социальногуманитарные проблемы организации подготовки и образования кадров в условиях активного внедрения искусственного интеллекта (ИИ) и 543

инновационных образовательных подходов. Анализируются ключевые вызовы, связанные с трансформацией образовательной коммуникации, изменениями языковых практик, а также социальными и этическими аспектами использования ИИ в образовательной среде. Целью исследования является выявление основных проблем и определение перспективных направлений интеграции ИИ в системы подготовки кадров с учетом лингвистических и социально-гуманитарных факторов. Ключевые слова: искусственный интеллект, инновационный подход, подготовка кадров, образовательные технологии, лингвистические проблемы Annotatsiya. Maqolada sun’iy intellekt (SI) va innovatsion ta’lim yondashuvlarini faol joriy etish sharoitida kadrlarni tayyorlash va ta’lim jarayonini tashkil etishdagi lingvistik hamda ijtimoiy-gumanitar muammolar ko‘rib chiqiladi. Tadqiqotda ta’lim kommunikatsiyasining transformatsiyasi, til amaliyotlaridagi o‘zgarishlar, shuningdek, ta’lim muhitida sun’iy intellektdan foydalanishning ijtimoiy va axloqiy jihatlari bilan bog‘liq asosiy muammolar tahlil qilinadi. Tadqiqotning maqsadi kadrlarni tayyorlash tizimlariga sun’iy intellektni integratsiya qilishning istiqbolli yo‘nalishlarini lingvistik va ijtimoiy-gumanitar omillarni hisobga olgan holda aniqlashdan iborat. Kalit so‘zlar : sun’iy intellekt, innovatsion yondashuv, kadrlar tayyorlash, ta’lim texnologiyalari, lingvistik muammolar Introduction. In the context of digital transformation, artificial intelligence has become one of the key factors in the modernization of education systems and personnel training. The integration of AI technologies into the educational process contributes to personalized learning, automation of assessment, and expansion of distance education opportunities. At the same time, the active implementation of AI generates a number of linguistic and socio-humanitarian problems that require comprehensive scientific analysis. Modern personnel training systems must take into account not only technological aspects but also the humanitarian dimension of education. Of particular importance is the transformation of educational communication, changes in the roles of teachers and learners, as well as the formation of new language practices associated with digital platforms and AI-based systems. The relevance of this study is determined by the need to develop scientifically grounded approaches to organizing personnel training based on AI with consideration of linguistic, socio-cultural, and ethical factors. The aim of the article is to analyze the main linguistic and socio-humanitarian problems arising from the use of AI in education and to identify перспективные directions for innovative approaches in personnel training. Materials and Methods. The methodological framework of the study is based on general scientific and specialized methods of humanitarian and linguistic research. The following methods were used: • theoretical analysis of scientific literature on artificial intelligence in education; 544

• comparative analysis of traditional and innovative models of personnel training; • discourse analysis of educational communication in digital environments; • socio-humanitarian analysis of regulatory and conceptual documents in the field of digital education. The empirical basis of the research includes publications by national and international scholars, as well as materials from international and national strategies for the development of digital education. The application of a comprehensive methodological approach made it possible to identify key problem areas and trends in organizing personnel training using AI. Results. The study identified the following major linguistic and sociohumanitarian problems: 1. Transformation of educational discourse. The use of AI systems leads to changes in the structure and forms of educational communication, including the growth of automated texts, chatbots, and digital assistants, which affects language norms and communication styles. 2. Problems of language adaptation and digital literacy. Teachers and students face the need to master new terminology, English-language interfaces, and specialized digital discourse. 3. Change in the role of the teacher. The teacher increasingly performs the functions of a tutor, moderator, and analyst, which requires the development of new communicative and linguodidactic competencies. 4. Social inequality and the digital divide. Access to AI technologies may be uneven, which strengthens social differentiation in education. 5. Ethical and humanitarian risks. The use of AI in assessment and student data analysis raises issues of confidentiality, objectivity, and responsibility. Discussion. The obtained results indicate that the implementation of AI in personnel training systems requires not only technological but also humanitarian reflection. Linguistic changes in educational communication reflect deeper processes of transformation in cognitive and communicative practices of learners. From a socio-humanitarian perspective, the problem of preserving the subjectivity of both learners and teachers under conditions of increasing automation becomes especially significant. An innovative approach to personnel training should be based on the principles of humanization of education, interdisciplinarity, and ethical responsibility. Thus, the effective organization of personnel training based on AI is possible only through the integration of technological innovations with linguistic, sociocultural, and pedagogical analysis. This will help minimize risks and ensure the sustainable development of educational systems. Conclusion. The implementation of artificial intelligence in personnel training and education is an objective trend in modern society. However, successful realization of an innovative approach is possible only if linguistic and socio-humanitarian factors are taken into account. The conducted study 545

demonstrates the necessity of developing comprehensive models of personnel training that combine technological solutions with humanitarian values and communicative competence. References: 1. Babaci-Wilhite, Z. (Ed.). (2024–2025). Implications of Artificial Intelligence Pedagogy for Hope, Inclusion and Diversity in Multilingual Classrooms. Education Sciences, Special Issue. MDPI. 2. Alieva, A. A., & Lapshova, E. S. (2024). The role of artificial intelligence in developing foreign language writing skills among linguistics students. Focus on Language Education and Research, 5(1–2). 3. Feng, H. (2025). Artificial Intelligence in the English Language Education: A Study among University Students. International Journal of Research and Innovation in Social Science, IX(XXVI). 4. Holmes, W., Bialik, M., & Fadel, C. (2022). Artificial Intelligence in Education: Promise and Implications for Teaching and Learning. Center for Curriculum Redesign. 5. Luckin, R., Holmes, W., Griffiths, M., & Forcier, L. B. (2022). Intelligence Unleashed: An Argument for AI in Education. Pearson Education. 6. European Commission. (2022). Ethical Guidelines on the Use of Artificial Intelligence and Data in Teaching and Learning for Educators. Brussels. COMPARATIVE ANALYSIS OF LEGAL TERMINOLOGY BASED ON ARTIFICIAL INTELLIGENCE AND INNOVATIVE PEDAGOGICAL APPROACHES Turaeva Umida Shukhratovna, Vatan University Doctor of philosophy in philology (PhD), Associate Professor turaevaumida2@gmail.com Abstract. This article presents a comparative analysis of legal terminology within artificial intelligence (AI) and innovative pedagogical approaches. The study examines how legal terms, including copyright, intellectual property, licensing agreements, data protection, user consent, and digital rights management, functionally influence interactive teaching and educational practices. The analysis highlights differences in Uzbek and English terminologies, emphasizing ethical, social, and regulatory dimensions. Keywords: Artificial intelligence, legal terminology, intellectual property, interactive learning, data protection, licensing agreements, user consent, digital rights management. Annotatsiya. Ushbu maqola sun’iy intellekt (AI) va innovatsion pedagogik yondashuvlar doirasida yuridik terminologiyaning qiyosiy tahlilini taqdim etadi. Tadqiqot mualliflik huquqi, intellektual mulk, litsenziya shartnomalari, ma’lumotlarni himoya qilish, foydalanuvchi roziligi va raqamli huquqlarni boshqarish kabi yuridik terminlarning interaktiv o‘qitish va ta’limiy amaliyotga funksional ta’sirini o‘rganadi. Kalit so‘zlar: Sun’iy intellekt, yuridik terminologiya, intellektual mulk, interaktiv o‘qitish, ma’lumotlarni himoya qilish, litsenziya shartnomalari, foydalanuvchi roziligi, raqamli huquqlarni boshqarish. Аннотация. Статья представляет сравнительный анализ юридической терминологии в контексте искусственного интеллекта (AI) и инновационных педагогических подходов. Исследование рассматривает, как юридические термины, включая авторское право, интеллектуальную собственность, лицензионные соглашения, защиту данных, согласие пользователей и управление цифровыми правами, функционально влияют на интерактивное обучение и образовательную практику. 546

Ключевые слова: Искусственный интеллект, юридическая терминология, интеллектуальная собственность, интерактивное обучение, защита данных, лицензионные соглашения, согласие пользователя, управление цифровыми правами. Introduction. The rapid advancement of artificial intelligence (AI) technologies and their integration into the educational sphere have significantly transformed pedagogical practices, instructional design, and curriculum development. In parallel, the increasing reliance on digital tools, multimedia resources, and interactive learning platforms has necessitated a more nuanced understanding of legal terminology within educational contexts. Legal terms such as copyright, intellectual property, licensing agreements, data protection, user consent, and digital rights management are no longer confined solely to legal discourse; they now permeate instructional materials, educational policies, and the operational frameworks of contemporary learning environments. This integration highlights the critical functional role that legal terminology plays in structuring educational processes, protecting stakeholder rights, and ensuring compliance with regulatory frameworks. The comparative analysis of legal terminology within AI-mediated pedagogical approaches is particularly relevant for multiple reasons. First, the digitalization of education has introduced complex regulatory challenges, including intellectual property disputes, data privacy concerns, and ethical dilemmas related to AI-driven teaching. Educators, instructional designers, and policymakers must navigate these challenges while ensuring that instructional strategies remain pedagogically effective and legally compliant. Misinterpretation or incorrect application of legal terms can compromise the integrity of learning materials, infringe upon authors’ rights, or violate data protection regulations, potentially leading to legal liabilities and reputational risks for educational institutions. Main section. This study employs a comparative-descriptive methodology, analyzing legal terminology in AI-mediated and innovative pedagogical contexts. Primary sources include academic publications, legal documents, and instructional materials. Data were systematically coded and categorized to identify terminological patterns, functional roles, and crosscontextual applications in interactive teaching environments. The integration of artificial intelligence (AI) and innovative pedagogical approaches into modern educational practices necessitates a thorough understanding of legal terminology, as these terms play a crucial role in structuring, regulating, and enhancing the learning process. Legal terminology, including concepts such as copyright, intellectual property, licensing agreements, data protection, user consent, and digital rights management, serves multiple functions: it ensures compliance with regulatory frameworks, safeguards ethical standards, and provides operational guidance for educators, learners, and institutions engaged in AI-mediated instruction. The comparative analysis of these terms in Uzbek and English educational contexts reveals not only linguistic 547

differences but also subtle variations in functional emphasis and pedagogical relevance. The comparative analysis of legal terminology in AI-mediated and innovative pedagogical approaches demonstrates a multifaceted functional role for legal terms in contemporary education. The results indicate that legal terminology is not merely a static set of rules, but an active framework shaping instructional design, ethical conduct, and compliance with regulatory standards. AI technologies and interactive teaching platforms necessitate the integration of legal concepts such as copyright, intellectual property, licensing agreements, data protection, user consent, and digital rights management, which collectively ensure that educational content is developed, distributed, and utilized lawfully and ethically. Copyright (Mualliflik huquqi / Copyright) is among the most frequently encountered legal terms in educational contexts. In AI-driven environments, it governs the protection of original instructional materials, including AI-generated content such as adaptive learning exercises or multimedia simulations. Uzbek terminology emphasizes the ethical responsibility of respecting the intellectual contributions of content creators, whereas English usage often foregrounds the legal consequences of infringement. This dual perspective underscores the need for both ethical awareness and regulatory compliance when employing copyrighted materials in interactive teaching platforms. Intellectual property (Intellektual mulk / Intellectual Property) extends the protection of creative outputs beyond traditional authorship to include AIassisted works. For instance, learning modules generated by AI algorithms fall under intellectual property considerations, necessitating careful licensing and usage agreements. Comparative analysis indicates that Uzbek educational discourse highlights the social and collective responsibilities associated with intellectual property, while English frameworks prioritize clear definitions of ownership rights and enforcement mechanisms. Such differences are critical when translating legal terminology for cross-cultural or bilingual educational programs. Licensing agreements (Litsenziya shartnomasi / Licensing Agreement) are essential in regulating the permissible use of digital learning materials. Interactive pedagogical tools often incorporate third-party multimedia, requiring educators to navigate licensing conditions to ensure lawful use. In Uzbek contexts, emphasis is placed on the collaborative and instructional intent of licensing agreements, whereas English sources stress the contractual obligations and limitations imposed by licensors. Understanding these nuances is fundamental for AI-based adaptive learning platforms, which may automatically distribute and personalize content for individual learners. Data protection (Ma’lumotlarni himoya qilish / Data Protection) represents another critical dimension of AI-mediated education. The collection, storage, and analysis of student performance data require compliance with privacy regulations such as GDPR, COPPA, or local equivalents. Uzbek terminology 548

frames data protection in terms of social responsibility and ethical stewardship, while English legal discourse frequently focuses on compliance with codified privacy statutes and the potential legal liabilities arising from violations. In interactive settings, educators must ensure that AI systems are designed to anonymize or secure student data appropriately, thereby minimizing ethical and legal risks. User consent (Foydalanuvchi roziligi / User Consent) is closely related to data protection, serving as a legal and ethical safeguard for students’ participation in AI-mediated learning. Consent protocols ensure that learners are informed about the collection and use of their data, the functionality of AI tools, and the scope of automated decision-making processes. In Uzbek pedagogy, the emphasis is on fostering trust and maintaining transparent communication between students and educators, while English frameworks often codify consent procedures in strict regulatory terms, defining explicit opt-in mechanisms and legal documentation requirements. Digital rights management (Raqamli huquqlarni boshqarish / Digital Rights Management) encompasses technical and legal measures to control access, distribution, and modification of digital content. Interactive AI-based educational platforms must implement DRM mechanisms to prevent unauthorized sharing or replication of protected learning materials. The functional analysis shows that Uzbek discourse often frames DRM as a pedagogical tool to guide proper usage and cultivate respect for creators’ rights, whereas English sources primarily view DRM as a legal compliance requirement with enforceable penalties for infringement. Contractual obligations (Shartnomaviy majburiyatlar / Contractual Obligations) define the responsibilities and liabilities of educational institutions, software developers, and content providers. For example, partnerships between universities and AI platform providers necessitate clear contractual terms regarding content ownership, licensing fees, and data handling. Uzbek academic literature tends to interpret these obligations in light of social and collaborative accountability, whereas English sources stress enforceable rights, liabilities, and risk mitigation. The comparative perspective highlights the importance of accurate translation and interpretation of legal terminology in multilingual educational environments. Additional legal concepts such as legal liability (Yuridik mas’uliyat / Legal Liability), information security (Axborot xavfsizligi / Information Security), personal data (Shaxsiy ma’lumotlar / Personal Data), digital license (Raqamli litsenziya / Digital License), IP protection (Intellektual mulkni himoya qilish / IP Protection), student consent (Talaba roziligi / Student Consent), database (Ma’lumotlar bazasi / Database), legal analysis (Huquqiy tahlil / Legal Analysis), contract terms (Shartnoma shartlari / Contract Terms), and digital platform governance (Digital platforma nazorati / Digital Platform Governance) further illustrate the multidimensional role of legal terminology in AI-mediated education. 549

Each of these terms contributes to ensuring that interactive teaching methodologies comply with legal, ethical, and pedagogical standards. The comparative analysis of Uzbek and English terminology reveals that Uzbek usage frequently emphasizes ethical and social responsibilities, reflecting cultural and pedagogical priorities. In contrast, English terminology prioritizes regulatory compliance and contractual precision, reflecting formal legal requirements. For AI-assisted education, understanding both perspectives is crucial to prevent misinterpretation, ensure cross-cultural applicability, and maintain both legal and ethical integrity. Overall, the results demonstrate that legal terminology is not merely a static body of rules but a dynamic functional tool in interactive education. It shapes the creation, implementation, and evaluation of AI-mediated instructional materials while supporting ethical, legal, and pedagogical objectives. Proper application of these terms enhances the effectiveness of innovative teaching methods, promotes compliance with intellectual property and data protection regulations, and safeguards institutional and individual responsibilities. By examining terminological patterns in both Uzbek and English contexts, educators and policymakers can design AI-based learning environments that are both legally sound and pedagogically effective, ensuring sustainable integration of technology in education. Conclusion and practical recommendations. The comparative analysis of legal terminology within AI-mediated and innovative pedagogical approaches demonstrates that legal terms play a multifunctional role in contemporary education. They are not merely abstract concepts but serve as practical tools that regulate instructional design, protect intellectual property, ensure data privacy, and guide ethical and legal compliance. The study highlights that Uzbek legal terminology often emphasizes ethical and social responsibilities, while English terminology prioritizes regulatory precision, contractual enforcement, and risk mitigation. Integrating legal terminology into interactive teaching and AI-assisted education ensures that instructional materials are developed and distributed responsibly, learners’ rights are protected, and institutions remain compliant with national and international laws. Furthermore, the comparative perspective underscores the importance of accurate translation and contextual adaptation of legal terms, particularly in multilingual or cross-cultural educational environments. In conclusion, legal terminology acts as a critical bridge between pedagogy, ethics, and law in AI-driven and innovative educational contexts. Its careful application enhances instructional effectiveness, promotes responsible technology integration, and safeguards both institutional and individual rights. Future research may explore the evolving role of legal terminology in emerging AI educational platforms, focusing on dynamic, adaptive, and culturally sensitive approaches to interactive teaching. 550

List of references: 1. Zafar, A., Scarlata, C., Fatima, M., & Simons, G. (2025). Navigating Intellectual Property in Education: Ethical, Legal, and Practical Strategies for Educators. Creative Education, 16, 388–400. 2. Turaeva, U., Juraev, M., Urinov, N., Khodjayeva, N., & Ismailov, E. (2025). Investigation of cutting tool and workpiece positioning precision as a critical factor in enhancing machining accuracy. In E3S Web of Conferences (Vol. 627, p. 04002). EDP Sciences. 3. Gérard-René de Groot. Translation in law. Edward Elgar Publishing 2000. 239 p. www.e-elgar.com 4. Babakulovna, X.Z., & Shukhratovna, T.U. (2024, April). Исследование важности глобальной коммуникации с применением международной терминологии. in international conference on medicine, science, and education (Vol. 1, No. 3, pp. 93-96). 5. Susan Šarčević. New Approach to Legal Translation. Kluwer Law International B.V., 1997. 308 p. O‘QITUVCHINING TA’LIM JARAYONIDA IJOBIY PSIXOLOGIK MUHIT YARATISH ORQALI TALABA FAOLLIGINI TA’MINLASHNING PEDAGOGIK ASOSLARI Turakulova Azizaxon Nosirjon qizi, Turon universiteti Andijon filiali magistranti Annotatsiya. Ushbu maqolada o‘qituvchining ta’lim jarayonida ijobiy psixologik muhit yaratish orqali talaba faolligini ta’minlashning pedagogik asoslari tahlil qilinadi. Ijobiy psixologik muhit talabaning motivatsiyasini oshirish, bilimlarni chuqur o‘zlashtirish va ijodiy faoliyatini rag‘batlantirishga xizmat qiladi. Maqolada o‘qituvchining emotsional intellekti, o‘zaro hurmat, ishonch va qo‘llab-quvvatlash kabi elementlarining ta’lim jarayonidagi roli yoritilgan hamda interfaol pedagogik metodlar yordamida talaba faolligini oshirishning amaliy yo‘llari ko‘rsatib o‘tilgan. Kalit so‘zlar: ta’lim jarayoni, ijobiy psixologik muhit, talaba faolligi, pedagogik metodlar, motivatsiya, emotsional intellekt. Аннотация. В данной статье анализируются педагогические основы обеспечения активности учащихся путем создания позитивной психологической среды в образовательном процессе. Позитивная психологическая среда способствует повышению мотивации учащихся, углубленному освоению знаний и стимулированию творческой деятельности. В статье подчеркивается роль эмоционального интеллекта учителя, взаимного уважения, доверия и поддержки в образовательном процессе, а также показаны практические пути повышения активности учащихся с использованием интерактивных педагогических методов. Ключевые слова: образовательный процесс, позитивная психологическая среда, активность учащихся, педагогические методы, мотивация, эмоциональный интеллект. Abstract. This article analyzes the pedagogical foundations of ensuring student activity by creating a positive psychological environment in the educational process. A positive psychological environment serves to increase student motivation, in-depth mastery of knowledge, and stimulate creative activity. The article highlights the role of the teacher's emotional intelligence, mutual respect, trust, and support in the educational process, and shows practical ways to increase student activity using interactive pedagogical methods. Keywords: educational process, positive psychological environment, student activity, pedagogical methods, motivation, emotional intelligence. 551

Kirish. Hozirgi kunda ta’lim sifatini oshirishda nafaqat bilim berish, balki talabaning psixologik holatini hisobga olgan pedagogik yondashuvlar muhim ahamiyatga ega. Ta’lim jarayonida ijobiy psixologik muhit yaratish talabaning faol ishtirokini ta’minlash, ularning qiziqish va ichki motivatsiyasini rag‘batlantirishning asosiy omili sifatida qaraladi. Pedagogik tadqiqotlar shuni ko‘rsatadiki, o‘qituvchi tomonidan shakllantirilgan ijobiy muhit talabalarning o‘zini erkin his qilishi, o‘z fikrini ifoda etish va bilimlarni amaliy tarzda o‘zlashtirish imkoniyatini oshiradi. Shu sababli, zamonaviy ta’lim jarayonida psixologik jihatdan qulay muhitni yaratish metodik va pedagogik jihatdan dolzarb masala hisoblanadi. Ta’lim jarayonining samaradorligi ko‘p jihatdan o‘qituvchining psixologik muhitni qanday tashkil etishiga bog‘liq. Ijobiy psixologik muhit talabaning o‘zini erkin his qilishi, qiziqish va motivatsiyasini oshirishi hamda yangi bilimlarni o‘zlashtirishga bo‘lgan intilishlarini kuchaytirishi bilan ajralib turadi. Pedagogik tadqiqotlar shuni ko‘rsatadiki, talaba faoliyatida muvaffaqiyat va ishtiyoqni rag‘batlantiruvchi muhit yaratish – nafaqat bilim berish, balki ularning shaxsiy va ijodiy rivojlanishiga xizmat qiladi (2). Psixologik muhit – bu shaxsning ruhiy holati, hissiy tajribalari, ijtimoiy o‘zaro munosabatlari va atrofdagi sharoit bilan o‘zaro aloqasi natijasida shakllanadigan ichki va tashqi psixologik makon. Ta’lim jarayonida psixologik muhit talabalarning o‘qishga bo‘lgan qiziqishi, faolligi, motivatsiyasi va ijodiy salohiyatiga bevosita ta’sir qiladi. Ijobiy psixologik muhit quyidagi asosiy xususiyatlar bilan tavsiflanadi: 1. Hurmat va ishonch – talabalar o‘z fikrini erkin ifoda eta oladi, xatolarini tanqidiy, ammo qo‘llab-quvvatlovchi tarzda ko‘rib chiqadi. 2. Rag‘batlantirish va motivatsiya – o‘qituvchi talabalarni tashqi va ichki motivatsiya orqali faoliyatga jalb qiladi. 3. Emotsional barqarorlik – stress va tushkunlikni kamaytirish, talabalarni xavotirsiz muhitda bilim olishga imkon berish. 4. O‘zaro hamkorlik – guruh ishlari, muhokamalar va interfaol mashg‘ulotlar orqali talaba hamkasblari bilan samarali muloqot qiladi. Pedagogik tadqiqotlar shuni ko‘rsatadiki, ijobiy psixologik muhitda talabalar o‘z-o‘zini rag‘batlantira oladi, faol ishtirok etadi va bilimlarni chuqurroq o‘zlashtiradi. Shu bilan birga, muhitning salbiy psixologik xususiyatlari (masalan, hukmkorlik, sovuqqonlik yoki qo‘rqitish) talabaning faolligini sezilarli darajada kamaytiradi. Ijobiy psixologik muhitning asosiy elementlari sifatida o‘zaro hurmat, ishonch, qo‘llab-quvvatlash va konstruktiv fikr almashish ko‘rsatib o‘tiladi. O‘qituvchi talabalarning individual xususiyatlarini inobatga olgan holda pedagogik yondashuvni tanlashi, ularni faol ishtirokga undovchi metod va texnologiyalarni qo‘llashi talab etiladi. Masalan, muammoli vazifalarni yechish, guruh ishlari, interfaol mashg‘ulotlar va muhokamalar orqali talabalar o‘z fikrini erkin ifoda etadi va bilimlarni amaliy tarzda mustahkamlash imkoniga ega bo‘ladi. 552

O‘qituvchi psixologik muhitni bilvosita yoki bevosita shakllantiradi. Bilvosita – dars rejasini, metod va texnologiyalarni tanlash orqali; bevosita – emotsional intellekt va muloqot orqali. Shuning uchun psixologik muhit pedagogik jarayonning samaradorligini belgilovchi muhim omil hisoblanadi. Shuningdek, ijobiy psixologik muhitda o‘qituvchining emotsional intellekti katta ahamiyatga ega. O‘qituvchi o‘z kayfiyatini boshqarish, talabalar bilan empatiya o‘rnatish va konfliktlarni konstruktiv tarzda hal qilish orqali ta’lim jarayonida barqaror va samardor muhitni shakllantiradi. Bu esa talabalarni tashqi rag‘batlar bilan emas, balki ichki motivatsiya asosida faoliyatga jalb qiladi. Natijada, ijobiy psixologik muhit yaratish pedagogik jarayonning samaradorligini oshiradi, talabalarning faolligi va ijodiy salohiyatini rag‘batlantiradi, shuningdek, ularning bilimlarni chuqurroq o‘zlashtirishiga zamin yaratadi. Ta’limda bu yondashuvning qo‘llanilishi kelajakdagi professional va shaxsiy rivojlanish uchun mustahkam pedagogik poydevor hisoblanadi. Talaba faolligi – bu ta’lim jarayonida talabalar o‘z bilimini mustaqil izlash, amaliy mashg‘ulotlarda qatnashish, fikr almashish va ijodiy yondashuvlarni qo‘llash orqali faoliyat ko‘rsatish darajasi. Faollik nafaqat tashqi faoliyat, balki ichki motivatsiya, qiziqish va mas’uliyat bilan chambarchas bog‘liq. Pedagogik tadqiqotlar shuni ko‘rsatadiki, yuqori darajadagi talaba faolligi quyidagi natijalarga olib keladi: 1. Bilimlarni chuqur o‘zlashtirish – faol qatnashish orqali talabalar o‘rganilgan materialni amalda qo‘llash imkoniga ega bo‘ladi. 2. Ijodiy va tanqidiy fikrlash – muammoli vazifalar va guruh ishlari talabalarni mustaqil va ijodiy qaror qabul qilishga rag‘batlantiradi. 3. Ichki motivatsiyaning oshishi – talaba o‘z qobiliyatini namoyon qilganda va muvaffaqiyatga erishganda, ta’lim jarayonida ichki rag‘bat kuchayadi. 4. Ijtimoiy ko‘nikmalarni rivojlantirish – guruh ishlari, muhokamalar va muloqotlar orqali talabalar jamoaviy ish va kommunikatsiya ko‘nikmalarini mustahkamlaydi. Talaba faolligi pedagogik jarayonda o‘qituvchining metod va texnologiyalarini to‘g‘ri tanlashiga, shuningdek, ijobiy psixologik muhit yaratishga bevosita bog‘liq. Masalan, interfaol metodlar (muammoli mashg‘ulotlar, loyihaviy ishlash, muhokamalar) talabalarni passiv o‘quvchi emas, balki faol ishtirokchiga aylantiradi. Talaba faolligi – ta’lim jarayonining samaradorligini oshiruvchi muhim pedagogik ko‘rsatkich bo‘lib, u psixologik muhit, motivatsiya va pedagogik yondashuvlar bilan uzviy bog‘liq. Xulosa qilganda, psixologik jihatdan qulay muhitni yaratish va talaba faolligini ta’minlash zamonaviy ta’lim jarayonining samaradorligini sezilarli darajada oshiradi. Ijobiy psixologik muhit talabalarni o‘z fikrini erkin ifoda etishga, bilimlarni amaliy tarzda mustahkamlashga va mustaqil qarorlar qabul qilishga rag‘batlantiradi. Shu bilan birga, talaba faolligi nafaqat o‘quv jarayonidagi qatnashish, balki ichki motivatsiya, ijodiy yondashuv va mas’uliyat hissi bilan chambarchas bog‘liq bo‘lib, ularning shaxsiy rivojlanishiga ham katta ta’sir 553

ko‘rsatadi. Zamonaviy pedagogik yondashuvlar o‘qituvchilardan talabalarni individual xususiyatlari va ehtiyojlarini inobatga olgan holda interfaol metodlar, muammoli vazifalar va guruh ishlari orqali faoliyatga jalb qilishni talab qiladi. Natijada, ta’lim jarayonida har bir talaba nafaqat passiv o‘quvchi, balki faol ishtirokchi sifatida bilim va ko‘nikmalarni chuqurroq o‘zlashtiradi, ijodiy fikrlashni rivojlantiradi va jamoaviy ishlarda samarali hamkorlik ko‘rsatadi. Shu bilan birga, psixologik jihatdan qulay muhit va talaba faolligi ularning kelajakdagi professional yo‘nalishlarida muvaffaqiyat qozonish, mas’uliyatli va mustaqil qarorlar qabul qilish hamda shaxsiy o‘sish va rivojlanishlariga mustahkam poydevor yaratadi. Demak, o‘qituvchining pedagogik mahorati va psixologik bilimlari bilan qo‘llab-quvvatlangan ijobiy muhit, ta’lim jarayonining samaradorligi va talabalar salohiyatini maksimal darajada oshirishning muhim sharti hisoblanadi. Foydalanilgan adabiyotlar: 1. Piaget, J. (1973). To Understand Is to Invent: The Future of Education. Grossman. 2. Seligman, M. E. P. Flourish: A Visionary New Understanding of Happiness and Wellbeing. Free Press. 2011 3. Xaydarov F.I., Xalilova N.I. Umumiy psixologiya. Darslik. - Toshkent -2009 4. Зимняя И.А. Педагогическая психология: Учеб. пособие. Ростов н/Д, 2001. 5. G‘oziev E.G. Psixologiya oʻqitish metodikasi. -T.: OʻzMU, 2005. BUXGALTERIYA YO‘NALISHI TALABALARIGA INGLIZ TILINI O‘QITISHDA SUN’IY INTELLEKTDAN FOYDALANISHNING AFZALLIGI Turaxanova Xosiyatxon Maxamadolimovna, Xorijiy tillar kafedrasi o‘qituvchisi, PhD, NamDTU Annotatsiya. Maqolada buxgalteriya yo‘nalishidagi talabalar uchun ingliz tilini o‘qitishda sun’iy intellekt (SI) texnologiyalaridan foydalanish imkoniyatlari tahlil qilinadi. Tadqiqotda SI platformalari orqali iqtisodiy va buxgalteriya terminologiyasini o‘zlashtirish, professional kommunikativ ko‘nikmalarni rivojlantirish hamda individual o‘rganish jarayonini samarali tashkil etish yoritilgan. Shuningdek, SI asosidagi interaktiv mashqlar, baholash va amaliy qo‘llash jarayonlari ko‘rib chiqilgan. Kalit so‘zlar: sun’iy intellekt, ingliz tilini o‘qitish, buxgalteriya yo‘nalishi, kasbiy ingliz tili, iqtisodiy terminlar. Аннотация. В статье анализируются возможности использования технологий искусственного интеллекта (ИИ) для обучения английскому языку студентов бухгалтерских направлений. Рассматриваются возможности ИИ-платформ в освоении экономической и бухгалтерской терминологии, развитии профессионально ориентированной коммуникативной компетенции, а также организации индивидуального учебного процесса. Особое внимание уделено интерактивным упражнениям, диагностике и практическому применению. Ключевые слова: искусственный интеллект, обучение английскому языку, бухгалтерское направление, профессиональный английский язык, экономическая терминология. 554

Abstract. The article analyzes the possibilities of using artificial intelligence (AI) technologies in teaching English to students of accounting disciplines. The study highlights AIbased platforms for mastering economic and accounting terminology, developing professionally oriented communicative competence, and organizing an individualized learning process. Particular attention is paid to interactive exercises, assessment, and practical application. Keywords: artificial intelligence, English language teaching, accounting students, professional English, economic terminology. Kirish. Global iqtisodiy aloqalar, xalqaro audit va moliyaviy tizimlarda samarali faoliyat yuritish uchun buxgalteriya yo‘nalishida tahsil olayotgan talabalar ingliz tilini bilishi zarur. Moliyaviy hisobotlar, balans varaqalari, soliq qonunchiligi va auditorlik jarayonlarida ingliz tili nafaqat muloqot vositasi, balki professional faoliyatning ajralmas qismi hisoblanadi. An’anaviy usullar ko‘pincha talabalarning tilni kasbiy yo‘naltirilgan holda o‘rganishini ta’minlay olmaydi. Shu sababli sun’iy intellekt texnologiyalari yordamida talabalarga individualizatsiyalashgan mashqlar, iqtisodiy va buxgalteriya terminlarini o‘rgatish, interaktiv o‘quv muhitni yaratish va amaliy qo‘llash imkoniyatlarini kengaytirish dolzarb masala bo‘lmoqda. Asosiy qism. Sun’iy intellektning buxgalteriya yo‘nalishida ingliz tilini o‘qitishdagi afzalliklari: 1. Individualizatsiya Sun’iy intellekt (SI) yordamida ingliz tilini o‘qitish jarayonida individualizatsiya talabaning bilim darajasi, ilgari olingan natijalar, o‘rganish tezligi va ehtiyojlariga moslashishni anglatadi. SI platformalari talabaning interaktiv mashqlar va testlarda ko‘rsatgan natijalarini tahlil qiladi, qaysi terminlar yoki tushunchalarni tushunishda qiyinchilik borligini aniqlaydi va shunga mos ravishda mashqlarni avtomatik tarzda moslashtiradi. Masalan, agar talaba “Balance Sheet” yoki “Accounts Receivable” kabi terminlarni noto‘g‘ri ishlatsa, SI tizimi qo‘shimcha izohlar, kontekstli misollar yoki vizual diagrammalar yordamida tushuntiradi. Shu tariqa, har bir talaba o‘z tezligi va o‘rganish uslubiga moslashtirilgan individual o‘quv yo‘nalishiga ega bo‘ladi, bu esa terminologiyani mustahkam o‘zlashtirishga va o‘rganish jarayonini samarali qilishga xizmat qiladi. 2. Interaktiv mashqlar SI texnologiyalari asosida tashkil etilgan interaktiv mashqlar talabalarga terminlarni real kontekstda qo‘llash imkonini beradi. Virtual yordamchilar va chatbotlar talabalarga moliyaviy hisobotlar, audit vaziyatlari va buxgalteriya muammolarini ingliz tilida muhokama qilish imkoniyatini yaratadi. Masalan, talaba “Cash Flow Statement”ni tahlil qilish mashqini bajaradi va chat-bot unga savollar beradi: “Which items are considered operating activities?”, “How would you classify this transaction?”. Shu tariqa, talaba terminlarni faqat yodlash bilan cheklanmay, balki real vaziyatlarda tahlil qilishi va qo‘llashi mumkin bo‘ladi. Interaktiv mashqlar shuningdek, simulyatsiyalar, test vazifalari va amaliy topshiriqlar orqali talabaning kritik fikrlash va professional nutq ko‘nikmalarini rivojlantiradi. 555

3. Baholash va diagnostika Sun’iy intellektning yana bir afzalligi – bu avtomatik baholash va diagnostika tizimi. SI platformalari talabaning har bir mashqdagi javoblarini tahlil qiladi, noto‘g‘ri ishlatilgan terminlarni aniqlaydi va ularni to‘g‘ri ishlatish uchun takrorlash mashqlari yoki qo‘shimcha materiallarni tavsiya qiladi. Misol uchun, agar talaba “Depreciation” va “Amortization” terminlarini chalkashtirsa, tizim qo‘shimcha izohlar, grafiklar yoki real biznes-holatlar orqali tushuntiradi. Shu bilan birga, diagnostika talabaning zaif va kuchli tomonlarini aniqlash imkonini beradi, bu esa o‘qituvchiga yoki platformaga individual o‘quv rejasini shakllantirishga yordam beradi. Bu jarayon talabaning bilim darajasini yanada mustahkamlaydi va terminlarni amaliy qo‘llashni rag‘batlantiradi. 4. Amaliy qo‘llash Amaliy qo‘llash – buxgalteriya yo‘nalishi talabalarining terminologiyani real ish vaziyatlarida ishlatish ko‘nikmasini rivojlantirishni anglatadi. Talabalar balans varaqalari, daromad va xarajatlar hisoboti, pul oqimi hisobotlari va auditorlik topshiriqlarini ingliz tilida tahlil qilish orqali kasbiy nutq, yozma ko‘nikmalar va terminologiyani mustahkamlaydi. Misol uchun, talaba moliyaviy hisobotdagi xarajatlarni tahlil qilib, “Operating Expenses” va “NonOperating Expenses”ni aniqlab, ularni ingliz tilida tushuntiradi. Shu tariqa, talaba terminlarni amaliy vaziyatlarda ishlatishni o‘rganadi, auditorlik va moliyaviy tahlil ishlariga tayyorlanadi hamda xalqaro moliyaviy muloqotda faol ishtirok etishga tayyor bo‘ladi. Buxgalteriya terminlarini o‘rgatish modeli Asosiy komponentlar: 1. Terminlar bazasi: Assets, Liabilities, Equity, Revenue, Expenses, Balance Sheet, Income Statement, Cash Flow, Depreciation, Accounts Receivable, Accounts Payable. 2. Individualizatsiya qatlami: Talabaning bilim darajasi va ilgari olgan natijalariga qarab mashqlarni moslashtiradi. 3. Interaktiv mashqlar: Nutqiy va yozma mashqlar, virtual audit vaziyatlari, real matnlar bilan ishlash. 4. Baholash va diagnostika: Avtomatik testlar va tahlil tizimlari xatolarni aniqlaydi, takrorlash topshiriqlarini beradi. 5. Amaliy qo‘llash: Talaba terminlarni real hisobotlar, prezentatsiyalar va auditorlik vazifalarida qo‘llaydi. Sxema doimiy aylana shaklida ishlaydi. Talabaning bilim darajasi yangilanishi bilan mashqlar va diagnostika tizimi ham mos ravishda yangilanadi. Xulosa. Sun’iy intellekt asosida ingliz tilini o‘qitish buxgalteriya yo‘nalishidagi talabalar uchun samarali va zamonaviy pedagogik yondashuv hisoblanadi. SI platformalari terminologiyani o‘zlashtirishni, professional nutq va muloqot ko‘nikmalarini rivojlantirishni, shuningdek, talabaning individual ehtiyojlariga mos mashqlarni taklif etadi. Bu yondashuv nafaqat til bilimlarini, balki talabalarni global moliyaviy bozor va xalqaro auditorlik vazifalarida samarali 556

faoliyat yuritishga tayyorlaydi. Shu sababli, buxgalteriya yo‘nalishlarida ingliz tilini o‘qitishda sun’iy intellekt texnologiyalarini keng va tizimli joriy etish dolzarb hisoblanadi. Foydalanilgan adabiyotlar: 1. Erikson E. Identity: Youth and Crisis. – New York: Norton, 1968. 2. Vygotsky L.S. Mind in Society: The Development of Higher Psychological Processes. – Cambridge: Harvard University Press, 1982. 3. Holmes W., Bialik M., Fadel C. Artificial Intelligence in Education. – Boston: Center for Curriculum Redesign, 2019. 4. OECD. Artificial Intelligence and the Future of Skills. – Paris: OECD Publishing, 2021. 5. World Economic Forum. The Future of Jobs Report. – Geneva, 2023. 6. Maxmudova D. Raqamli ta’lim sharoitida kasbiy kompetensiyalarni rivojlantirish. – Toshkent, 2022. 7. Toshpo‘latova M. Iqtisodiy va buxgalteriya ta’limida innovatsion yondashuvlar. – Toshkent, 2023. TALABALARDA PEDAGOGIK TAKSONOMIYA KO‘NIKMALARINI RIVOJLANTIRISHDA INNOVATSION O‘QITISH METODLARI Turdiyeva Shoxidaxon Anvardjanovna, AndDPI “Pedagogika va psixologiya” kafedrasi katta o‘qituvchisi Shoxidaxonanvardjanovna5088@gmail.com Annotatsiya. Ushbu maqola talabalarda pedagogik taksonomiya ko‘nikmalarini shakllantirish va rivojlantirishda innovatsion o‘qitish metodlarining samaradorligi bayon qilingan. Interaktiv va kreativ pedagogik yondashuvlar, shuningdek, digital texnologiyalar asosida ishlab chiqilgan metodlar tahlil qilinadi. Kalit so‘zlar: pedagogik taksonomiya, innovatsion o‘qitish, talaba ko‘nikmalari, interaktiv metodlar. Аннотация. В данной статье описывается эффективность инновационных методов обучения в формировании и развитии у учащихся навыков педагогической таксономии. Анализируются интерактивные и творческие педагогические подходы, а также методы, разработанные на основе цифровых технологий. Ключевые слова: педагогическая таксономия, инновационные методы обучения, навыки учащихся, интерактивные методы. Abstract. This article describes the effectiveness of innovative teaching methods in the formation and development of pedagogical taxonomy skills in students. Interactive and creative pedagogical approaches, as well as methods developed based on digital technologies, are analyzed. Keywords: pedagogical taxonomy, innovative teaching, student skills, interactive methods. Kirish. So‘nggi yillarda ta’lim jarayonida talabalarning faolligi va mustaqil fikrlash ko‘nikmalarini rivojlantirishga alohida e’tibor qaratilmoqda. Pedagogik taksonomiya – bu o‘quv jarayonini tizimli ravishda rejalashtirish va baholashning samarali vositasi bo‘lib, talabalarning bilim, ko‘nikma va malakalarini aniqlashga imkon beradi. Shuningdek, innovatsion o‘qitish metodlari, jumladan interaktiv mashg‘ulotlar, loyihalar asosida ishlash va raqamli vositalardan foydalanish, o‘quv 557

jarayonini yanada qiziqarli va samarali qiladi. Talabalarda pedagogik taksonomiya ko‘nikmalarini rivojlantirishga qaratilgan metodlar, ularning amaliy qo‘llanilishi va natijadorligi tahlil qilinadi. Tadqiqot psixologiya va pedagogika talabalari uchun metodik asoslarni yaratishga hamda o‘qitish jarayonini zamonaviy yondashuvlar bilan boyitishga qaratilgan. Shu bilan birga, maqola innovatsion metodlarning o‘quv jarayonidagi rolini, ularning talaba bilimini mustahkamlash va ko‘nikmalarni chuqurlashtirishdagi ahamiyatini yoritadi. Asosiy qism. Talabalarda pedagogik taksonomiya ko‘nikmalarini rivojlantirish zamonaviy ta’lim tizimida muhim vazifalardan biridir. Pedagogik taksonomiya, avvalo, o‘quv jarayonini tizimli tarzda tashkil etish va talabalarning bilim, ko‘nikma hamda malakalarini baholashga qaratilgan metodik vosita sifatida qaraladi. Ushbu yondashuv o‘quv jarayonida talabalarning faolligini oshirish, mustaqil fikrlash va ijodiy yondashuv ko‘nikmalarini shakllantirish imkonini beradi. Shu bilan birga, pedagogik taksonomiya o‘qituvchilarga talabalarning rivojlanish darajasini aniqlash va ularga individual yondashuvni qo‘llash imkonini beradi. Innovatsion o‘qitish metodlari esa pedagogik taksonomiya ko‘nikmalarini rivojlantirishda samarali vosita sifatida namoyon bo‘ladi. Ushbu metodlar orasida interaktiv mashg‘ulotlar, loyiha ishlari, guruh ishlari, raqamli vositalardan foydalanish va muammoga yo‘naltirilgan ta’lim usullari alohida e’tiborga loyiqdir. Masalan, interaktiv mashg‘ulotlar talabalarning faol ishtirokini ta’minlab, ularni muammolarni mustaqil tahlil qilish va hal qilishga o‘rgatadi. Shu tariqa, talaba o‘quv jarayonida nafaqat nazariy bilimlarni o‘zlashtiradi, balki ularni amaliyotda qo‘llash ko‘nikmalarini ham rivojlantiradi. Tarbiya fanini o‘qitish metodikasi misolida pedagogik taksonomiya ko‘nikmalarini rivojlantirish jarayonini ko‘rib chiqish qiziqarli va dolzarbdir. Tarbiya fani o‘quvchilarda axloqiy-ijtimoiy qadriyatlarni shakllantirish, ijtimoiy muloqot va hamkorlik ko‘nikmalarini rivojlantirishga qaratilgan bo‘lib, bu jarayonda metodik yondashuvning roli katta. Talabalarda pedagogik taksonomiya ko‘nikmalarini shakllantirish uchun o‘qituvchilar interaktiv dars usullarini qo‘llashlari mumkin. Masalan, diskussiya mashg‘ulotlari orqali talabalarning tahlil va baholash ko‘nikmalari rivojlantiriladi, loyiha ishlari esa talabalarning ijodiy va amaliy ko‘nikmalarini mustahkamlaydi. Yana bir muhim jihat shundaki, pedagogik taksonomiya ko‘nikmalarini rivojlantirish jarayonida talabalarning individual xususiyatlarini hisobga olish zarur. Har bir talaba o‘zining o‘quv qobiliyati, diqqat va motivatsiya darajasi bilan boshqalardan farq qiladi. Shu sababli innovatsion metodlardan foydalanganda o‘qituvchi shaxsiylashtirilgan yondashuvni qo‘llashi, talabalarning kuchli tomonlarini mustahkamlash va zaif tomonlarini rivojlantirishga e’tibor qaratishi muhimdir. Masalan, raqamli platformalar orqali individual topshiriqlar berish va ularning bajarilishini onlayn tarzda kuzatish, talabalarning ko‘nikmalarini samarali rivojlantirish imkonini beradi. Pedagogik taksonomiya ko‘nikmalarini shakllantirishda baholash tizimi ham katta ahamiyatga ega. Baholash faqatgina natijaga erishish darajasini o‘lchash vositasi emas, balki talabaning o‘quv 558