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Information Extraction and Retrieval - IIIT Hyderabad

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Approaches to IR<br />

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Two types of retrieval<br />

By metadata (subject headings, keywords, etc.)<br />

By content<br />

Metadata as manually assigned information<br />

Human agreement is not good<br />

Expensive for most data<br />

Metadata assigned automatically<br />

Quality is reasonable, but not high for many applications<br />

Metadata in general<br />

Requires a priori prediction of headings, keywords, …<br />

Most successful IR approaches are content-based<br />

3

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