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The paper discusses the relationship between knowledge discovery and data mining, detailing the KDD process that includes steps such as data selection and pattern searching. It outlines data mining tasks, technologies, and various applications across business and science. Additionally, it addresses challenges such as developing new algorithms and mining heterogeneous datasets.