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Neutrosophic Topological Framework for Uncertainty Management in Smartphone Data Extraction Applications

Article

Last updated: 29 Dec 2024

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-

Tags

الإحصاء بفروعها المختلفة
العلوم البيئة بفروعها المختلفة

Abstract

The neutrosophic topological framework is proposed for smartphone data extraction, considering inherent ambiguity and uncertainty. This approach incorporates neutrosophic membership degrees (Truth, Indeterminacy, and Falsity) to handle uncertainty in various applications. This paper presents potential applications, including activity recognition, sentiment analysis, anomaly detection in app usage patterns, and personalized health monitoring. Numerical examples are provided to illustrate the application of the framework in these domains.

DOI

10.21608/jcese.2024.281765.1059

Keywords

Neutrosophic topological framework, smartphone data extraction, uncertainty quantification, activity recognition, Sentiment Analysis, Anomaly detection, personalized health monitoring

Authors

First Name

Ramy

Last Name

Abou Alzahab

MiddleName

-

Affiliation

Dept. of Math and Computer Sci., Faculty of Science, Port Said Univ., Egypt

Email

ramy.zahab@sci.psu.edu.eg

City

-

Orcid

-

First Name

Amr

Last Name

Ismail

MiddleName

-

Affiliation

Math and Computer Science, Faculty of Science, Port Said University, Egypt

Email

amr_ismail@sci.edu.eg

City

-

Orcid

-

First Name

Saied Helemy

Last Name

Abd El khalek

MiddleName

-

Affiliation

Math and Computer Science, Faculty of Science, Port Said University, Egypt

Email

shelmy@horus.edu.eg

City

-

Orcid

-

First Name

H. M.

Last Name

Albakry

MiddleName

-

Affiliation

Dept. of Information Systems., Faculty of Computer and Information Sci, Mansoura Univ., Egypt

Email

elbakry@mans.edu.eg

City

-

Orcid

-

First Name

A. A.

Last Name

Salama

MiddleName

-

Affiliation

Dept. of Math and Computer Sci., Faculty of Science, Port Said Univ., Egypt

Email

drsalama44@gmail.com

City

-

Orcid

-

Volume

3

Article Issue

2

Related Issue

47448

Issue Date

2024-10-01

Receive Date

2024-04-05

Publish Date

2024-10-01

Page Start

322

Page End

352

Print ISSN

2974-3117

Online ISSN

2974-3125

Link

https://jcese.journals.ekb.eg/article_360947.html

Detail API

https://jcese.journals.ekb.eg/service?article_code=360947

Order

360,947

Type

المقالات الأصلية

Type Code

2,523

Publication Type

Journal

Publication Title

مجلة العلوم التجارية والبيئية

Publication Link

https://jcese.journals.ekb.eg/

MainTitle

Neutrosophic Topological Framework for Uncertainty Management in Smartphone Data Extraction Applications

Details

Type

Article

Created At

29 Dec 2024