A Cross-language Information Retrieval System Based On Linguistic And Statistical Approaches
As the number of non-English documents that are available on the World Wide Web and in corporate repositories increases, the ability to quickly and effectively search and view documents across language boundaries will continue to grow in importance. Cross-language information retrieval techniques a...
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| Format: | Article |
| Language: | Arabic |
| Published: |
Scientific and Technological Research Center for the Development of the Arabic Language
2013-12-01
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| Series: | Al-Lisaniyyat |
| Subjects: | |
| Online Access: | https://www.crstdla.dz/ojs/index.php/allj/article/view/479 |
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| _version_ | 1849387645990338560 |
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| author | Nasreddine Semmar Faiza Elkateb-Gara |
| author_facet | Nasreddine Semmar Faiza Elkateb-Gara |
| author_sort | Nasreddine Semmar |
| collection | DOAJ |
| description |
As the number of non-English documents that are available on the World Wide Web and in corporate repositories increases, the ability to quickly and effectively search and view documents across language boundaries will continue to grow in importance. Cross-language information retrieval techniques allow searchers access to a wider range of material without requiring specialized knowledge of the content or the languages in the database. We present in this paper a cross-language information retrieval system based on a deep linguistic analysis of documents and queries and a statistical model which assigns a weight to each word in the database according to discriminating power. A comparison tool is used to evaluate all possible intersections between queries and documents and order documents by their relevance.
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| format | Article |
| id | doaj-art-9816caaca7194e34a6df14a99e89fe9e |
| institution | Kabale University |
| issn | 1112-4393 2588-2031 |
| language | Arabic |
| publishDate | 2013-12-01 |
| publisher | Scientific and Technological Research Center for the Development of the Arabic Language |
| record_format | Article |
| series | Al-Lisaniyyat |
| spelling | doaj-art-9816caaca7194e34a6df14a99e89fe9e2025-08-20T03:51:30ZaraScientific and Technological Research Center for the Development of the Arabic LanguageAl-Lisaniyyat1112-43932588-20312013-12-0119210.61850/allj.v19i2.479A Cross-language Information Retrieval System Based On Linguistic And Statistical ApproachesNasreddine Semmar0Faiza Elkateb-Gara1Multilingual Multimedia Knowledge Engineering LaboratoryMultilingual Multimedia Knowledge Engineering Laboratory As the number of non-English documents that are available on the World Wide Web and in corporate repositories increases, the ability to quickly and effectively search and view documents across language boundaries will continue to grow in importance. Cross-language information retrieval techniques allow searchers access to a wider range of material without requiring specialized knowledge of the content or the languages in the database. We present in this paper a cross-language information retrieval system based on a deep linguistic analysis of documents and queries and a statistical model which assigns a weight to each word in the database according to discriminating power. A comparison tool is used to evaluate all possible intersections between queries and documents and order documents by their relevance. https://www.crstdla.dz/ojs/index.php/allj/article/view/479language information retrieval, linguistic analysis, statistical model, bilingual dictionaries |
| spellingShingle | Nasreddine Semmar Faiza Elkateb-Gara A Cross-language Information Retrieval System Based On Linguistic And Statistical Approaches Al-Lisaniyyat language information retrieval, linguistic analysis, statistical model, bilingual dictionaries |
| title | A Cross-language Information Retrieval System Based On Linguistic And Statistical Approaches |
| title_full | A Cross-language Information Retrieval System Based On Linguistic And Statistical Approaches |
| title_fullStr | A Cross-language Information Retrieval System Based On Linguistic And Statistical Approaches |
| title_full_unstemmed | A Cross-language Information Retrieval System Based On Linguistic And Statistical Approaches |
| title_short | A Cross-language Information Retrieval System Based On Linguistic And Statistical Approaches |
| title_sort | cross language information retrieval system based on linguistic and statistical approaches |
| topic | language information retrieval, linguistic analysis, statistical model, bilingual dictionaries |
| url | https://www.crstdla.dz/ojs/index.php/allj/article/view/479 |
| work_keys_str_mv | AT nasreddinesemmar acrosslanguageinformationretrievalsystembasedonlinguisticandstatisticalapproaches AT faizaelkatebgara acrosslanguageinformationretrievalsystembasedonlinguisticandstatisticalapproaches AT nasreddinesemmar crosslanguageinformationretrievalsystembasedonlinguisticandstatisticalapproaches AT faizaelkatebgara crosslanguageinformationretrievalsystembasedonlinguisticandstatisticalapproaches |