从阿拉伯语文本构建本体的阿拉伯语NLP工具:概述

Abeer Alarfaj, A. Al-Salman
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引用次数: 7

摘要

自然语言处理(NLP)是一种用于从自然语言文本中提取数据的技术,在许多应用中都有使用。在过去的几年里,自然语言处理技术已经被用于本体的构建和人口。例如,词性标记(POS)、过滤、词法语义标记或用于提取概念和实体之间关系的标记命名实体。自然语言处理工具对阿拉伯文文本本体构建的影响是一个研究领域。然而,据我们所知,没有比较研究表明这些预处理技术的有效性。本文的主要目的是简要回顾现有的阿拉伯语自然语言处理工具,并评估它们在阿拉伯语本体构建方面的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Arabic NLP tools for ontology construction from Arabic text: An overview
Natural Language Processing (NLP) is a technique used to extract data in natural language text that is used in many applications. In the last years, NLP techniques have been adapted for ontology construction and population. For example, Part-of-Speech (POS) tagging, filtering, lexical semantics tagging or tagged named entities used to extract concepts and relationships among entities. The effect of the NLP tools on ontology construction from Arabic text is an area of research. However, to the best of our knowledge, there are no comparative studies that show the effectiveness of these preprocessing techniques. The main goal of this paper is to present a brief review for the existing Arabic NLP tools and assess their capabilities on Arabic ontology construction.
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