Construction of an Ontology-based Document Collection for the IT Job Offer in Morocco

IF 0.7 Q3 COMPUTER SCIENCE, THEORY & METHODS

International Journal of Advanced Computer Science and Applications Pub Date : 2023-01-01 DOI:10.14569/ijacsa.2023.0140749

Zineb Elkaimbillah, B. E. Asri, M. Mikram, Maryem Rhanoui

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引用次数: 0

Abstract

—Information Technology (IT) job offers are available on the web in a heterogeneous way. It is difficult for a candidate looking for an IT job to retrieve the exact information they need to locate the ideal match for their profile, without wasting time on useless searches. Traditional IT job search systems are based on simple keywords that are generally not adapted to provide detailed answers because they do not take into account semantic links. In this article, an ontology is developed to meet the expectations of IT profiles from the IT job descriptions accumulated and pre-annotated using the UBIAI tool. The classes and subclasses of the ontology are designed using the Protégé 5.5.0 editor. Then the properties of objects and data are defined to improve the ontology. The ontology results are validated using DL queries by asking a number of questions to retrieve the requested information for each IT profile, and the ontology answers all these questions adequately. Finally, various plugins are used to display an ontology in a graphical representation.

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基于本体的摩洛哥IT招聘文档集的构建

信息技术(IT)的工作机会在网络上以不同的方式提供。对于寻找It工作的求职者来说，很难检索到他们需要的准确信息，从而为他们的个人资料找到理想的匹配，而不浪费时间在无用的搜索上。传统的IT求职系统基于简单的关键词，通常不适合提供详细的答案，因为它们没有考虑到语义链接。在本文中，开发了一个本体，以满足使用UBIAI工具积累和预注释的IT工作描述的IT概要的期望。本体的类和子类是使用prot 5.5.0编辑器设计的。然后定义对象和数据的属性，对本体进行改进。本体结果使用DL查询进行验证，通过询问许多问题来检索每个IT概要文件所请求的信息，并且本体充分回答了所有这些问题。最后，使用各种插件以图形表示方式显示本体。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

International Journal of Advanced Computer Science and Applications COMPUTER SCIENCE, THEORY & METHODS-

CiteScore

2.30

自引率

22.20%

发文量

519

期刊介绍： IJACSA is a scholarly computer science journal representing the best in research. Its mission is to provide an outlet for quality research to be publicised and published to a global audience. The journal aims to publish papers selected through rigorous double-blind peer review to ensure originality, timeliness, relevance, and readability. In sync with the Journal''s vision "to be a respected publication that publishes peer reviewed research articles, as well as review and survey papers contributed by International community of Authors", we have drawn reviewers and editors from Institutions and Universities across the globe. A double blind peer review process is conducted to ensure that we retain high standards. At IJACSA, we stand strong because we know that global challenges make way for new innovations, new ways and new talent. International Journal of Advanced Computer Science and Applications publishes carefully refereed research, review and survey papers which offer a significant contribution to the computer science literature, and which are of interest to a wide audience. Coverage extends to all main-stream branches of computer science and related applications