在房地产估价中释放人工智能的力量:未来的机遇与挑战

Ibraheem Muzahem Alsahan, Ziyad Ibraheem AlZaidan
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引用次数: 0

摘要

房地产估价与人工智能(AI)的融合代表了房地产行业的变革前沿。本文探讨了房地产估价与人工智能技术融合的战略重要性,揭示了它们对决策、价值提升和市场洞察力的多方面贡献。通过对文献、理论框架和行业见解的全面回顾,本研究探讨了人工智能驱动的估值模型、预测分析和可解释人工智能(XAI)技术在革新传统估值实践方面的潜力。研究还确定了未来研究的关键领域,包括数据整合、道德考量和混合人工智能系统的开发,以推动该领域的发展并应对新出现的挑战。通过负责任地利用人工智能技术,利益相关者可以为房地产估价的效率、准确性和透明度带来新的机遇,最终为该行业塑造一个更具弹性和可持续性的未来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unleashing the Power of Artificial Intelligence in Real Estate Valuation: Opportunities and Challenges Ahead
The convergence of real estate valuation and artificial intelligence (AI) represents a transformative frontier in the real estate industry. This paper explores the strategic importance of real estate valuation and the integration of AI technologies, shedding light on their multifaceted contributions to decision-making, value enhancement, and market insights. Through a comprehensive review of literature, theoretical frameworks, and industry insights, the study examines the potential of AI-driven valuation models, predictive analytics, and Explainable AI (XAI) techniques in revolutionizing traditional valuation practices. Key areas of future research, including data integration, ethical considerations, and the development of hybrid AI systems, are identified to advance the field and address emerging challenges. By leveraging AI technologies responsibly, stakeholders can unlock new opportunities for efficiency, accuracy, and transparency in real estate valuation, ultimately shaping a more resilient and sustainable future for the industry.
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