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Combining Multiple Forms of Evidence While Filtering - College of

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The document presents a study on enhancing personal information filtering systems by integrating multiple forms of evidence, including explicit and implicit user feedback. It explores the use of graphical modeling to understand causal relationships among various evidence types and improve system performance in predicting user preferences. The research involves a user study with a web-based news filtering system, collecting extensive data to analyze how different factors like relevance, readability, and authority influence user satisfaction. The findings indicate that combining diverse evidence can lead to better understanding and improved filtering outcomes, particularly in handling missing data.

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