Document (#11717)

Author

Moffat, A.
Bell, T.A.H.

Title

In situ generation of compressed inverted files

Source

Journal of the American Society for Information Science. 46(1995) no.7, S.537-550

Year

1995

Abstract

An inverted index stores, for each term that appears in a collection of documents, a list of document numbers containing that term. Such an index is indispensible when Boolean or informal ranked queries are to be answered. Construction of the index ist, however, a non trivial task. Simple methods using in.memory data structures cannot be used for large collections because they require too much random access storage, and traditional disc based methods require large amounts of temporary file space. Describes a new indexing algorithm designed to create large compressed inverted indexes in situ. It makes use of simple compression codes for the positive integers and an in place external multi way merge sort. The new techniques has been used to invert a 2-gigabyte text collection in under 4 hours, using less than 40 megabytes of temporary disc space, and less than 20 megabytes of main memory

Theme

Retrievalalgorithmen

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5. Heinz, S.; Zobel, J.: Efficient single-pass index construction for text databases (2003) 0.14

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