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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 />

Bag of words model<br />

• We do not consider the order of words in a document.<br />

• John is quicker than Mary and Mary is quicker than John<br />

are represented the same way.<br />

• This is called a bag of words model.<br />

• In a sense, this is a step back: The positional index was able<br />

<strong>to</strong> distinguish these two documents.<br />

• We will look at “recovering” positional information later in<br />

this course.<br />

• For now: bag of words model<br />

15

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