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This document provides an in-depth explanation of the WebKnoGraph project, including its architecture, data flow, key technologies, and operational guidance. It details the web crawling, embedding generation, link graph extraction, graph analysis (PageRank, HITS), and link prediction (GraphSAGE) processes. The document also clarifies the usage of PyTorch Geometric and NetworkX, and confirms that StellarGraph and NetworkX's BA model are not directly used.
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This document provides an in-depth explanation of the WebKnoGraph project, including its architecture, data flow, key technologies, and operational guidance. It details the web crawling, embedding generation, link graph extraction, graph analysis (PageRank, HITS), and link prediction (GraphSAGE) processes. The document also clarifies the usage of PyTorch Geometric and NetworkX, and confirms that StellarGraph and NetworkX's BA model are not directly used.