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UOB Libraries created the UOBScholar Hub, an Institutional Repository (IR) for archiving and collecting all the research output of the UOB community. It aims to improve the visibility, usage and impact of research conducted at UOB. Materials included are: academic journal articles, conference papers and presentations, books and book chapters, ongoing research papers, reports and patents.
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https://scholarhub.balamand.edu.lb/handle/uob/391| Title: | Arabic documents indexing and classification based on latent semantic analysis and self-organizing map | Authors: | Mokbel, Chafic Greige, Hanna Sarraf, Charles Kurimo, Mikko |
Affiliations: | Department of Electrical Engineering Department of Mathematics |
Issue Date: | 2001 | Part of: | Proceedings of the IEEE workshop on Natural Language Processing in Arabic | Conference: | Workshop on Natural Language Processing in Arabic (2001 : Beirut, Lebanon) | Abstract: | This paper describes an Arabic document indexing system based on a hybrid "Latent Semantic Analysis"(LSA) and "Self-Organizing Maps"(SOM) algorithm. The approach has the advantage to be completely statistic and to automatically infere the indices from the documents database. A rule-based stemming method is also proposed for the Arabic language. The whole system has been experimented on a database formed of the Alnahar newspaper articles for 1999. Documents clustering and few experiments in retrieval have provided satisfactory results. |
URI: | https://scholarhub.balamand.edu.lb/handle/uob/391 | Type: | Conference Paper |
| Appears in Collections: | Department of Electrical Engineering |
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