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64105

Validating Ranking in Web Documents Using Normalized Social Media Information

Article

Last updated: 25 Dec 2024

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Abstract

Social Information Retrieval (SIR) is a relatively new domain which uses social information to enhance information retrieval processes. To find more interesting search results, social behavior can indicate how much these results are interesting. Social interaction over Web 2.0 are used here to enhance ranking of web results in response to a query. A dataset from Open Directory Project (ODP) is used here to show the improvement of ranking. We propose the usage of normalization and social services weights to give better performance. The proposed framework gets data from various types of social info (social bookmarking, social news, social network, discovery engines). Data is parsed into fields and significant values are used in the ranking process. Precision and Mean Average Precision (MAP) are used to evaluate results. Simulation results show better ranking with the proposed model.

DOI

10.21608/mjeer.2016.64105

Authors

First Name

Ahmed Samy Abd El Aziz

Last Name

Moursi

MiddleName

-

Affiliation

Computer Science and Engineering Department, Faculty of Electronic Engineering in Menouf, Menoufia University

Email

ahmed.samy@el-eng.menofia.edu.eg

City

Menouf

Orcid

0000-0003-0486-0465

First Name

Nawal A.

Last Name

El-Fishawy

MiddleName

-

Affiliation

Dept. of Computer Eng., Arab Academy for Science and Technology & Maritime Transport, Egypt.

Email

-

City

-

Orcid

-

First Name

Sherin M.

Last Name

Youssef

MiddleName

-

Affiliation

Dept. of Computer Eng., Arab Academy for Science and Technology & Maritime Transport, Egypt.

Email

-

City

-

Orcid

-

Volume

25

Article Issue

2

Related Issue

9501

Issue Date

2016-07-01

Receive Date

2015-12-28

Publish Date

2016-07-01

Page Start

227

Page End

246

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_64105.html

Detail API

https://mjeer.journals.ekb.eg/service?article_code=64105

Order

7

Type

Original Article

Type Code

1,088

Publication Type

Journal

Publication Title

Menoufia Journal of Electronic Engineering Research

Publication Link

https://mjeer.journals.ekb.eg/

MainTitle

Validating Ranking in Web Documents Using Normalized Social Media Information

Details

Type

Article

Created At

22 Jan 2023