

“Real Estate Explorer: AI-Driven Predictions and Data Analytics”
Abstract
In this research paper, we look at how artificial intelligence (AI) and data analysis are changing the real estate field. We all agree that these new tools are making predictions more accurate, improving how properties are valued, and changing how decisions are made. The paper starts with an introduction that shows how important AI and analytics are becoming in real estate. We then talk about new technologies like machine learning and neural networks, focusing on how they help predict market trends. Each of us worked together to assess important data analysis methods, including using big data, processing information in real-time, and tools for predicting outcomes, which help people in the industry make better choices. Through several case studies, we show how these technologies are used in both homes and businesses, highlighting their real benefits. We also discuss ethical issues, like bias in algorithms and privacy of data, stressing the need for responsible management and regulation. Lastly, we look at the limits of current use and suggest future research paths to ensure AI and data analytics are used ethically and effectively in real estate.
References
E. L. Glaeser and J. Gyourko, “The Economic Implications of Housing Supply,” Journal of Economic Perspectives, vol. 32, no. 1, pp. 3–30, Winter 2018. Available: https://www.aeaweb.org/articles?id=10.1257/jep.32.1.3
Zillow Research, “Zillow Home Value Index Methodology, 2023 Revision,” 2023.
https://www.zillow.com/research/methodology-neural-zhvi-32128/
McKinsey & Company, “The power of generative AI in real estate,” 2023. https://www.mckinsey.com/industries/real-estate/our-insights/generative-ai-can-change-real-estate-but-the-industry-must-change-to-reap-the-benefits
Compass, Inc., “Compass, Inc. Reports Fourth Quarter and Full Year 2022 Results,” Feb. 28, 2023. https://investors.compass.com/news/news-details/2023/Compass-Inc.-Reports-Fourth-Quarter-and-Full-Year-2022-Results/default.aspx
Deloitte, “Real Estate Predictions 2021,” 2021.
Available:https://www2.deloitte.com/content/dam/Deloitte/global/Documents/Infrastructure%20%26%20Capital%20Projects/gx-real-estate-predictions-2021.pdf.
National Association of REALTORS®, “Research and Statistics,” 2024. Available: https://www.nar.realtor/research-and-statistics
European Commission, “Ethics Guidelines for Trustworthy AI,” 2019. Available: https://digitalstrategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai
Harvard Business Review, “Why Better GenAI-Driven Real Estate Decisions Stem from Better Data Sets,” 2024. Available: https://hbr.org/sponsored/2024/07/why-better-genai-driven-real-estate-decisions-stem-from-better-data-sets
PwC and Urban Land Institute, “Emerging Trends in Real Estate®: The Global Outlook 2023,” 2023. Available: https://www.pwc.com/gx/en/industries/financial-services/real-estate/emerging-trends-real-estate/emerging-trends-real-estate-global-outlook-2023.html
IBM Policy Lab, “Mitigating Bias in Artificial Intelligence,” 2021. Available: https://www.ibm.com/policy/mitigating-ai-bias/
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