Vietnamese-English cross-language text retrieval method and system based on inter-word weighted association model

Abstract

The invention discloses an Inter-word weighting associating mode-based Vietnamese-to-English cross-language text retrieval method and an Inter-word weighting associating mode-based Vietnamese-to-English cross-language text retrieval system. The method comprises the following steps: translating a Vietnamese user query into an English query by utilizing a machine translating module, and submitting the English query to a text retrieval module for retrieving an English document; performing relevance judgment by utilizing a user relevant feedback information extracting module to obtain a user feedback English relevant document set; performing pre-processing by utilizing an English document pre-processing module to obtain an initial retrieval English relevant document library; establishing an English characteristic word weighting associating rule library by using a weighting associating mode mining module; establishing an English extension word library by utilizing an extension work generating module; resubmitting a combined new query to the text retrieval module for retrieving to obtain a final retrieval result English document by utilizing a query extension implementation module, translating the final retrieval result English document into a Vietnamese document through a final result display module, and returning the Vietnamese document to a user. The method and the system can effectively enhance and improve the cross-langue retrieval performance, and have a good practical application value and a good popularization prospect.

Description

technical field [0001] The invention belongs to the field of text information retrieval, in particular to a Vietnamese-English cross-language text retrieval method and system based on an inter-word weighted association mode, which is suitable for the fields of cross-language text information retrieval using Vietnamese query to retrieve English documents and the like. Background technique [0002] Cross-language information retrieval refers to the technology of retrieving information resources in other languages ​​with queries in one language. The Vietnamese-English cross-language information retrieval method is a cross-language retrieval problem of retrieving English documents with Vietnamese queries. The Vietnamese language in which the query is expressed is called the source language, and the English language of the retrieved documents is called the target language. With the increasingly close communication between China and ASEAN countries, it is urgent and important to s...

AI Technical Summary

Problems solved by technology

[0003] Scholars from all over the world have conducted in-depth discussions and research on cross-lingual information retrieval methods and systems from different angles and directions, and have achieved rich results. However, the current problems in cross-lingual information retrieval research have not been completely resolved. One of the problems that have been solved and paid more attention to is the serious query topic drift problem in the process of cross-language information retrieval, which is more serious than single-language retrieval. The problem of word mismatch, these problems often lead to low performance of cross-language retrieval, Not as good as monolingual retrieval performance

Images