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240047

Analysis of Social Media Networks based on Self-organizing Feature Maps Approach for Social E-commerce Networks

Article

Last updated: 27 Dec 2024

OverviewSimilar Items

Subjects

-

Tags

Artificial Intelligence
Database & Data Mining
Intelligent Systems
Neural Networks & Fuzzy Logic

Abstract

Kohonen's algorithm is a computational data analysis method. Social E-commerce mining requires human data analysts and automated software programs to sift through massive amounts of raw social media data. Social commerce networks using user frequent pattern mining.
This paper focused on discern patterns and trends relating to social media usage based on self-organizing map SOM algorithm for analysis of social media networks and websites to get user access patterns characteristics.

DOI

10.21608/asc.2021.240047

Keywords

Kohonen’s algorithm, Social E-commerce network, Web Mining, Neural network

Authors

First Name

Mohamed

Last Name

E. A. Ebrahim

MiddleName

-

Affiliation

Computer Science Department Faculty of Graduate Studies for Statistical Research, Cairo University, Giza, Egypt

Email

-

City

-

Orcid

-

First Name

Lamia

Last Name

Fattouh Ibrahim

MiddleName

-

Affiliation

Faculty of information systems and computer science of October 6 University, Giza, Egypt; Computer Science Department Faculty of Graduate Studies for Statistical Research, Cairo University, Giza, Egypt

Email

-

City

-

Orcid

-

First Name

Hesham

Last Name

A. Salman

MiddleName

-

Affiliation

Computer Science Department, Higher Institute of Computers and Information Technology, Alshrouk Academy, Cairo, Egypt,

Email

-

City

-

Orcid

-

Volume

12

Article Issue

1

Related Issue

34510

Issue Date

2021-06-01

Receive Date

2022-05-29

Publish Date

2021-06-01

Page Start

1

Page End

9

Print ISSN

1687-8515

Online ISSN

2682-3578

Article File

ASC_Volume 12_Issue 1_Pages 1-9.pdf

PDF . 351.9kB

Link

https://asc.journals.ekb.eg/article_240047.html

Detail API

https://asc.journals.ekb.eg/service?article_code=240047

Order

1

Type

Original Article

Type Code

1,549

Publication Type

Journal

Publication Title

Journal of the ACS Advances in Computer Science

Publication Link

https://asc.journals.ekb.eg/

MainTitle

Analysis of Social Media Networks based on Self-organizing Feature Maps Approach for Social E-commerce Networks

Details

Type

Article

Created At

23 Jan 2023