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353477

Smart Tour Guide: A Novel Artificial Intelligence System for Replacing Human Guides in Cultural Heritage Sites

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Last updated: 05 Jan 2025

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Abstract

Egypt is one of the most popular tourist destinations in the world. In this paper, we propose a smart device

to act as a tour guide and a mobile application with exceptional features to contribute to improving the

tourist experience and increase tourism income. The proposed smart glasses equipped with a voice assistant

that you can talk to and inquire about what you want from places, hotels, cafes, tourist attractions and

entertainment places, not to mention its ability to translate hieroglyphs, translate natural languages, and

even sign language in anticipation of meeting someone who is deaf and dumb, in addition to its ability to

navigate and locate your places and the shortest ways leading to your destination, as well as the possibility

of identifying historical figures and providing you with the necessary information about them, getting to

know the tourist attractions and their history, the ability to take pictures, play music, and much more, and

it is also attached to a mobile application that does the same ,the translation of the hieroglyphic language

relied on two models ,both are YOLOv5 models the first reached mAP to him 97.8% and the second

reached mAP to him 96% , As for the recognition of the tourist attractions, it was also using YOLOv5

Algorithm and reached mAP to him 85% , As for identifying historical figures using YOLOv2 Algorithm

and reached mAP to him 95% .

DOI

10.21608/ejai.2024.226751.1017

Keywords

tourism, Hieroglyphs, translating hieroglyphs, recognizing historical figures

Authors

First Name

Mahmoud

Last Name

Abdella

MiddleName

H.

Affiliation

Dept. of Data Sciences, Faculty of Artificial Intelligence, Kafrelsheikh University, Egypt

Email

-

City

-

Orcid

-

First Name

Abdelraouf

Last Name

Hawash

MiddleName

A.

Affiliation

Dept. of Machine Learning and Information Retrieval, Faculty of Artificial Intelligence, Kafrelsheikh University, Egypt

Email

abdalraofhawash@gmail.com

City

-

Orcid

-

First Name

Ola

Last Name

Zahran

MiddleName

E.

Affiliation

Dept. of Embedded Network Systems Technology, Faculty of Artificial Intelligence, Kafrelsheikh University, Egypt

Email

-

City

-

Orcid

-

First Name

Ali

Last Name

Mohammed

MiddleName

T.

Affiliation

Dept. of Data Sciences, Faculty of Artificial Intelligence, Kafrelsheikh University, Egypt

Email

-

City

-

Orcid

-

First Name

Alaa

Last Name

Elmaria

MiddleName

T.

Affiliation

Egyptian Russian University (ERU), Egypt

Email

-

City

-

Orcid

-

First Name

Yara

Last Name

Ellkany

MiddleName

-

Affiliation

Dept. of Data Sciences, Faculty of Artificial Intelligence, Kafrelsheikh University, Egypt

Email

yaraellkany@gmail.com

City

-

Orcid

-

First Name

Mohammed

Last Name

Fathallah

MiddleName

Y.

Affiliation

Dept. of Data Sciences, Faculty of Artificial Intelligence, Kafrelsheikh University, Egypt

Email

-

City

-

Orcid

-

First Name

Abdelrahman

Last Name

Kamal

MiddleName

I.

Affiliation

Dept. of Data Sciences, Faculty of Artificial Intelligence, Kafrelsheikh University, Egypt

Email

-

City

-

Orcid

-

First Name

Mona

Last Name

Alnaggar

MiddleName

-

Affiliation

Dept. of Robotics and Intelligent Machines, Faculty of Artificial Intelligence, Kafrelsheikh University, Egypt

Email

mona.alnaggar@ai.kfs.edu.eg

City

Mansoura

Orcid

0000-0001-8155-8089

First Name

Abdelmawla

Last Name

Yousef

MiddleName

-

Affiliation

Dept. of Embedded Network Systems Technology, Faculty of Artificial Intelligence, Kafrelsheikh University, Egypt

Email

abdelmawla_yossef@ai.kfs.edu.eg

City

-

Orcid

-

First Name

Ali

Last Name

Siam

MiddleName

-

Affiliation

Dept. of Embedded Network Systems Technology, Faculty of Artificial Intelligence, Kafrelsheikh University, Egypt

Email

ali.siam@ai.kfs.edu.eg

City

-

Orcid

0000-0002-7242-5281

Volume

3

Article Issue

1

Related Issue

47526

Issue Date

2024-05-01

Receive Date

2023-08-02

Publish Date

2024-05-01

Print ISSN

2786-0205

Online ISSN

2786-0213

Article File

EJAI3534771714510800.pdf

PDF . 498.7kB

Link

https://ejai.journals.ekb.eg/article_353477.html

Detail API

https://ejai.journals.ekb.eg/service?article_code=353477

Order

353,477

Type

Original Article

Type Code

1,898

Publication Type

Journal

Publication Title

Egyptian Journal of Artificial Intelligence

Publication Link

https://ejai.journals.ekb.eg/

MainTitle

Smart Tour Guide: A Novel Artificial Intelligence System for Replacing Human Guides in Cultural Heritage Sites

Details

Type

Article

Created At

28 Dec 2024