Compression of large Vietnamese text documents

By: Call Number: AIT Thesis no. CS-95-05 Contributor(s): Material type: TextSeries: Asian Institute of Technology. Thesis ; no. CS-95-5Publication details: Bangkok : Asian Institute of Technology, 1995Description: 67 leaves + 1 online resourceSubject(s): Online resources: Dissertation note: Thesis (M.Eng.) - Asian Institute of Technology, 1995 Summary: Digital libraries require efficient methods of storing vast amounts of information in such a way that provides fast search and retrieval. But there is a conflict. Decompression increases access time and the need for an index enlarges stored space. This study was involved in efficient compression methods of large Vietnamese text documents to create databases for digital libraries. The characteristics of Vietnamese text were analyzed. The zero-order word-based method coupled with the canonical Huffman coding was used to compress Vietnamese text documents. Then an in-place merging algorithm was used to create inverted files. Finally, the coding methods of integers were used to reduce a space requirement of temporary and inverted files. By the proposed approach, the documents can be decoded fast and full-text queries are supported on compressed documents. The size of compressed database (including indexing to every word) is about 40% of the original text size.
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20-AIT Publication Asian Institute of Technology Library AIT Publications AIT Thesis no. CS-95-05 (Browse shelf(Opens below)) 1 Available 30050120675797
20-AIT Publication Asian Institute of Technology Library AIT Publications AIT Thesis no. CS-95-05 (Browse shelf(Opens below)) 2 Available 30050120676241
40-Archives Asian Institute of Technology Library Archives AIT Thesis no. CS-95-05 (Browse shelf(Opens below)) Available 30050120356364
20-AIT Publication Asian Institute of Technology Library Archives AIT Thesis no. CS-95-05 (Browse shelf(Opens below)) 3 Available 30050120914980

A thesis submitted in the partial fulfillment of the requirement for the degree of Master of Engineering

Thesis (M.Eng.) - Asian Institute of Technology, 1995

Digital libraries require efficient methods of storing vast amounts of information in such a way that provides fast search and retrieval. But there is a conflict. Decompression increases access time and the need for an index enlarges stored space. This study was involved in efficient compression methods of large Vietnamese text documents to create databases for digital libraries. The characteristics of Vietnamese text were analyzed. The zero-order word-based method coupled with the canonical Huffman coding was used to compress Vietnamese text documents. Then an in-place merging algorithm was used to create inverted files. Finally, the coding methods of integers were used to reduce a space requirement of temporary and inverted files. By the proposed approach, the documents can be decoded fast and full-text queries are supported on compressed documents. The size of compressed database (including indexing to every word) is about 40% of the original text size.

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