62608

Building Intelligent Semantic Educational System (ISES) Based on Ontology and Semantic Web Mining

Article

Last updated: 03 Jan 2025

Subjects

-

Tags

-

Abstract

This research presents a method to build an intelligent semantic education system based on two novel techniques namely ontology and semantic web mining. Ontologies are a powerful mechanism to solve a retrieval problem that is exacerbated rapidly within the modern educational systems, where that instructors and learners have very different backgrounds and levels of knowledge. In intelligent education systems, it makes sense to distinguish between four types of knowledge, and thus of ontologies: students, content, pedagogy, and structure. There is a promising approach for satisfying the intelligent education systems requirements, which is one of the main ideas of the Semantic Web, based on commonly shared meaning (ontology) and machine-processable metadata. It can support both semantic querying and the conceptual navigation of learning materials.
In this paper has reached an important result that most of the inferences drawn from learning ontologies can be expected to be very deep. Relations such as "has_Part" and "is_Part_Of" and their interplay can be easy dealing by the users. So that, this kind of reasoning can be exhibited by an automated mechanism, and the semantic information is necessary for reasoning to occur in an automated fashion.

DOI

10.21608/ijicis.2019.62608

Keywords

ontology, Semantic Web, Web Mining, Intelligent Education System

Authors

First Name

Ahmed

Last Name

Amin

MiddleName

E

Affiliation

7 Mahmoud Hekal St.

Email

ahmedel_sayed@mans.edu.eg

City

Mansoura

Orcid

0000-0003-4170-3653

Volume

19

Article Issue

1

Related Issue

9281

Issue Date

2019-06-01

Receive Date

2019-11-28

Publish Date

2019-06-01

Page Start

38

Page End

49

Print ISSN

1687-109X

Online ISSN

2535-1710

Link

https://ijicis.journals.ekb.eg/article_62608.html

Detail API

https://ijicis.journals.ekb.eg/service?article_code=62608

Order

4

Type

Original Article

Type Code

494

Publication Type

Journal

Publication Title

International Journal of Intelligent Computing and Information Sciences

Publication Link

https://ijicis.journals.ekb.eg/

MainTitle

Building Intelligent Semantic Educational System (ISES) Based on Ontology and Semantic Web Mining

Details

Type

Article

Created At

22 Jan 2023