Exploring Epistemological Perspectives on AI Integration in Entrepreneurial Data-Driven Decision-Making: Rationalist, Empirical, and Constructivist Approaches

  • سال انتشار: 1403
  • محل انتشار: نوزدهمین کنفرانس ملی اقتصاد، مدیریت و حسابداری
  • کد COI اختصاصی: EMCCONF19_070
  • زبان مقاله: فارسی
  • تعداد مشاهده: 274
دانلود فایل این مقاله

نویسندگان

Hamed Abdollahi Alibeik

Department of Business Management, Faculty of Management Economics and Accounting, Yazd University, Yazd, Iran.

Mohammad Etemadi

Department of Entrepreneurship Development, Faculty of Entrepreneurship, University of Tehran, Tehran, Iran.

چکیده

This article investigates the influence of epistemological theories on the integration of artificial intelligence (AI) in entrepreneurial decision-making. By examining rationalism, empiricism, and constructivism, the study explores how these philosophical frameworks shape the development and application of AI technologies within entrepreneurship. Rationalist approaches emphasize logic-based AI, rule-based systems, and algorithmic decision-making, underscoring the role of formal logic and structured reasoning. Empirical methods highlight the importance of data collection, machine learning, and evidence-based strategies, focusing on data-driven approaches to enhance AI performance. Constructivist theory emphasizes learning algorithms, adaptive systems, and user-centered design, fostering innovation and adaptability in AI-driven entrepreneurial strategies. This comprehensive review provides insights into the practical implications for entrepreneurs and AI developers, emphasizing the creation of robust, reliable, and adaptable AI systems. The article also discusses future research directions, suggesting a deeper integration of ethical considerations and user-centered design principles in AI development. By grounding AI applications in solid epistemological foundations, this study aims to contribute to the fields of entrepreneurship, AI, policy, and philosophy, highlighting the critical role of knowledge frameworks in driving technological innovation and sustainable business growth.

کلیدواژه ها

Artificial Intelligence in Entrepreneurship, Epistemological Theories in AI, Rationalist Approaches in AI Development, Empirical Methods in AI Integration, Constructivist AI Strategies for Ventures, Data-Driven Decision-Making in Business, Adaptive AI Systems in Startups

اطلاعات بیشتر در مورد COI

COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.

کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.