Web Mining

Web mining focuses on extracting valuable information from the vast amount of data available on the World Wide Web, primarily aiming to improve various applications by leveraging this data. Current research emphasizes developing sophisticated models, often combining neural networks (like BP neural networks) with semantic analysis techniques and graph neural networks, to enhance tasks such as webpage recommendation, cross-table data analysis, and relation extraction from semi-structured web pages. These advancements are significantly impacting fields like e-commerce (through personalized recommendations and improved user experience) and urban planning (by optimizing the placement of infrastructure like EV charging stations), demonstrating the practical utility of web mining techniques.