{"title":"在房地产估价中释放人工智能的力量:未来的机遇与挑战","authors":"Ibraheem Muzahem Alsahan, Ziyad Ibraheem AlZaidan","doi":"10.60087/jklst.vol3.n2.p10","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":509244,"journal":{"name":"Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online)","volume":"18 12","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Unleashing the Power of Artificial Intelligence in Real Estate Valuation: Opportunities and Challenges Ahead\",\"authors\":\"Ibraheem Muzahem Alsahan, Ziyad Ibraheem AlZaidan\",\"doi\":\"10.60087/jklst.vol3.n2.p10\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":509244,\"journal\":{\"name\":\"Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online)\",\"volume\":\"18 12\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-02-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.60087/jklst.vol3.n2.p10\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.60087/jklst.vol3.n2.p10","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.