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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 />

Count matrix<br />

Anthony<br />

and<br />

Cleopatra<br />

Julius<br />

Caesar<br />

The<br />

Tempest<br />

Hamlet Othello Macbeth<br />

. . .<br />

ANTHONY<br />

BRUTUS<br />

CAESAR<br />

CALPURNIA<br />

CLEOPATRA<br />

MERCY<br />

WORSER<br />

. . .<br />

157<br />

4<br />

232<br />

0<br />

57<br />

2<br />

2<br />

73<br />

157<br />

227<br />

10<br />

0<br />

0<br />

0<br />

0<br />

0<br />

0<br />

0<br />

0<br />

3<br />

1<br />

0<br />

2<br />

2<br />

0<br />

0<br />

8<br />

1<br />

0<br />

0<br />

1<br />

0<br />

0<br />

5<br />

1<br />

1<br />

0<br />

0<br />

0<br />

0<br />

8<br />

5<br />

Each document is now represented as a count vec<strong>to</strong>r ∈ N |V|. 32<br />

32

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