358417

The Effectiveness of Using Artificial Intelligence in E-learning Content Design

Article

Last updated: 04 Jan 2025

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Tags

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Abstract

The use of Artificial Intelligence (AI) in eLearning is increasing to design adaptive e-learning content that can be customized for individual learning. This leads to improved learning outcomes as learners interact with content that is relevant to their interests and learning style. The research problem can be formulated in how to benefit from the advantages of artificial intelligence in designing e-learning contents with the aim of identifying these applications and measuring their effectiveness on learners with the aim of raising the quality of education, facilitating the educational process and making it more interactive, as the research follows the descriptive approach in describing information about applications and methods of using artificial intelligence in e learning. This is done by analyzing the learner's data that he entered during the interactive experience according to his trends and educational level and analyzing that data through a number of ways in which intelligence can be used. One of the methods is to use machine learning to track the learner's progress and determine Paths where additional support is needed. The next approach is to use natural language processing (NLP) to analyze learner feedback on the content. In addition, this has developed the role of the teacher, where their role is no longer limited to being a source of information and lecturer, but has become a facilitator and director of the educational process, responsible for designing the instructional design of those learning paths.

DOI

10.21608/jdsaa.2023.222169.1350

Keywords

Artificial, intelligence, Machine, Learning, Interactive

Authors

First Name

Heba

Last Name

Hashem

MiddleName

Hashem

Affiliation

Faculty of Applied Arts - Helwan University

Email

hebahashem06@gmail.com

City

Cairo

Orcid

-

First Name

Neveen

Last Name

Saleh

MiddleName

-

Affiliation

Faculty of Applied Arts - Helwan University

Email

neven@gmail.com

City

-

Orcid

-

First Name

Ibrahem

Last Name

Wali

MiddleName

-

Affiliation

Faculty of Applied Arts - Helwan University

Email

iwali@hotmail.com

City

-

Orcid

-

Volume

5

Article Issue

2

Related Issue

48130

Issue Date

2024-06-01

Receive Date

2023-07-11

Publish Date

2024-06-01

Page Start

316

Page End

326

Print ISSN

2682-2148

Online ISSN

2682-2156

Link

https://jdsaa.journals.ekb.eg/article_358417.html

Detail API

https://jdsaa.journals.ekb.eg/service?article_code=358417

Order

24

Type

Original Article

Type Code

1,144

Publication Type

Journal

Publication Title

Journal of Design Sciences and Applied Arts

Publication Link

https://jdsaa.journals.ekb.eg/

MainTitle

The Effectiveness of Using Artificial Intelligence in E-learning Content Design

Details

Type

Article

Created At

25 Dec 2024