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Introduction to Information Retrieval

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<strong>Introduction</strong> <strong>to</strong> <strong>Information</strong> <strong>Retrieval</strong><br />

Take-away <strong>to</strong>day<br />

• Ranking search results: why it is important (as opposed <strong>to</strong> just<br />

presenting a set of unordered Boolean results)<br />

• Term frequency: This is a key ingredient for ranking.<br />

• Tf-idf ranking: best known traditional ranking scheme<br />

• Vec<strong>to</strong>r space model: One of the most important formal<br />

models for information retrieval (along with Boolean and<br />

probabilistic models)<br />

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