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Generative AI in Academia: A Comprehensive Review of Applications and Implications for the Research Process.

Article

Last updated: 20 Jan 2025

Subjects

-

Tags

Mechanical Engineering

Abstract

Generative Artificial Intelligence (GenAI) is redefining academic research, offering unprecedented tools and methodologies that enhance efficiency and innovation across the research lifecycle. GenAI is transforming academic research, offering innovative tools that enhance efficiency and innovation across the research lifecycle. This paper explores how GenAI reshapes key research processes, including idea generation, literature reviews, data analysis, and post-publication activities. Tools like ChatGPT streamline workflows, uncover novel insights, and promote interdisciplinary collaboration. GenAI's ability to generate synthetic datasets, automate hypothesis creation, and provide advanced analytical support accelerates scientific discovery. However, these advancements raise ethical and practical challenges, such as risks of plagiarism, algorithmic bias, data privacy concerns, and diminished critical thinking skills. The paper addresses the evolving guidelines from academic publishers and emphasizes the importance of transparency, accountability, and human oversight in using GenAI. Ethical issues surrounding AI-generated content, authorship, and intellectual property are also critically examined. Additionally, this paper introduces a comprehensive framework for responsibly integrating GenAI into research. It focuses on best practices and strategies to mitigate associated risks, ensuring that GenAI's transformative potential drives knowledge creation while preserving academic integrity and addressing emerging challenges.

DOI

10.21608/ijeasou.2025.349520.1041

Keywords

Generative Artificial Intelligence (GenAI), Academic Research Lifecycle, AI Tools in Academia, Prompt Engineering, Transformative Research Methodologies

Authors

First Name

Ahmed

Last Name

Hanafi

MiddleName

M

Affiliation

Department of Mechatronics Engineering, Faculty of Engineering, October 6 University, 6th of October City, 12585, Giza, Egypt.

Email

ahmedmohammedhanafi@yahoo.com

City

Giza

Orcid

0000-0003-3803-4073

First Name

Mohamed

Last Name

Ahmed

MiddleName

s.

Affiliation

Department of Basic science, Faculty of Engineering, October 6 University, 6th of October City, 12585, Giza, Egypt.

Email

mohamed.samy.eng@o6u.edu.eg

City

-

Orcid

-

First Name

Mohamed

Last Name

Al-mansi

MiddleName

M.

Affiliation

Department of Mechatronics Engineering, Faculty of Engineering, October 6 University, 6th of October City, 12585, Giza, Egypt.

Email

mohamed.maher.eng@o6u.edu.eg

City

Giza

Orcid

-

First Name

Omar

Last Name

Al-Sharif

MiddleName

A.

Affiliation

Department of Mechatronics Engineering, Faculty of Engineering, October 6 University, 6th of October City, 12585, Giza, Egypt.

Email

mecharobot@yahoo.com

City

-

Orcid

0009-0004-2805-5772

Volume

2

Article Issue

1

Related Issue

53012

Issue Date

2025-01-01

Receive Date

2025-01-01

Publish Date

2025-01-01

Page Start

91

Page End

110

Online ISSN

3009-6448

Link

https://ijeasou.journals.ekb.eg/article_404708.html

Detail API

http://journals.ekb.eg?_action=service&article_code=404708

Order

404,708

Type

Review Article

Type Code

3,209

Publication Type

Journal

Publication Title

International Journal of Engineering and Applied Sciences-October 6 University

Publication Link

https://ijeasou.journals.ekb.eg/

MainTitle

Generative AI in Academia: A Comprehensive Review of Applications and Implications for the Research Process.

Details

Type

Article

Created At

20 Jan 2025