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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 />

How do we formalize vec<strong>to</strong>r space similarity?<br />

• First cut: (negative) distance between two points<br />

• ( = distance between the end points of the two vec<strong>to</strong>rs)<br />

• Euclidean distance?<br />

• Euclidean distance is a bad idea . . .<br />

• . . . because Euclidean distance is large for vec<strong>to</strong>rs of<br />

different lengths.<br />

36

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