{"title":"从阿拉伯语文本构建本体的阿拉伯语NLP工具:概述","authors":"Abeer Alarfaj, A. Al-Salman","doi":"10.1109/EITECH.2015.7162980","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":405923,"journal":{"name":"2015 International Conference on Electrical and Information Technologies (ICEIT)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Arabic NLP tools for ontology construction from Arabic text: An overview\",\"authors\":\"Abeer Alarfaj, A. Al-Salman\",\"doi\":\"10.1109/EITECH.2015.7162980\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":405923,\"journal\":{\"name\":\"2015 International Conference on Electrical and Information Technologies (ICEIT)\",\"volume\":\"20 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-03-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 International Conference on Electrical and Information Technologies (ICEIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/EITECH.2015.7162980\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 International Conference on Electrical and Information Technologies (ICEIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EITECH.2015.7162980","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.