AI is employed in market research to analyze large volumes of data, extract insights, and identify trends and patterns in consumer behavior. It utilizes machine learning algorithms and data analytics to automate data processing, enhance survey analysis, and provide valuable insights for strategic decision-making in marketing and business strategies.
The article presents a novel deep-learning model, GEMTELLIGENCE, which combines multiple data types to automate gemstone classification and detect treatments. The system achieves accuracy comparable to expert analysis, promising cost-effective and standardized solutions for the gemstone industry.
This paper explores how the fusion of big data and artificial intelligence (AI) is reshaping product design in response to heightened consumer preferences for customized experiences. The study highlights how these innovative methods are breaking traditional design constraints, providing insights into user preferences, and fostering automation and intelligence in the design process, ultimately driving more competitive and intelligent product innovations.
Researchers employ XGBoost and SHAP models to uncover the nonlinear relationships between neighborhood characteristics and housing prices in Shanghai. The study provides valuable insights into the importance of public and private amenities, street views, and location in determining housing values, revolutionizing real estate market research and urban planning.
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