Master'sOpen Access

Doküman numaralarını yeniden atama yolu ile ters indeks sıkıştırma

2008
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Advisor: Prof. Dr. Cevdet Aykanat

Abstract (EN)

Compression of inverted indexes received great attention in recent years. An inverted index consists of lists of document identifiers, also referred as posting lists, for each term. Compressing an inverted index reduces the size of the index, which also improves the query performance due to the reduction on disk access times.In recent studies, it is shown that reassigning document identifiers has great effect in compression of an inverted index. In this work, we propose a noveltechnique that reassigns both term and document identifiers of an inverted index by transforming the matrix representation of the index into a block-diagonal form, which improves the compression ratio dramatically. We adapted row-net hypergraph-partitioning model for the transformation into block-diagonal form, which improves the compression ratio by as much as 50%. To the best of our knowledge, this method performs more effectively than previous inverted index compression techniques.

Author

Dr. İzzet Çağrı Baykan

How to Cite

İzzet Çağrı Baykan (Master Thesis). Doküman numaralarını yeniden atama yolu ile ters indeks sıkıştırma, 2008, Bilkent University, Bilgisayar Mühendisliği Bölümü.

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