Relative trust management model for twitter: An analytic hierarchy process approach

Choo Jiun Yean; Choo-Yee Ting; Ian K. T. Tan

doi:10.1049/cp.2014.1424

Relative trust management model for twitter: An analytic hierarchy process approach

Choo Jiun Yean, Choo-Yee Ting, Ian K. T. Tan

School of Mathematical & Computer Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Citations (Scopus)

Abstract

Twitter mining serves many purposes; information mined from Twitter is used to perform various analyses, of which user trust modelling is among the major studies involved in this area. However, the volume and variety of extracted data from Twitter presents challenges to research works to interpret and acquire meaningful information that can be used to model Twitter user's trust. This paper models user trust for on Twitter with Analytic Hierarchy Process (AHP) using indegree, retweet, and mention data of users in the telecommunication field. The results are presented with multiple scales applied in pairwise comparison process to determine the consistency and magnitude of the results, drawing conclusions that AHP is a viable method to model user trust on Twitterspace.

Original language	English
Title of host publication	International Conference on Frontiers of Communications, Networks and Applications 2014
Publisher	Institution of Engineering and Technology
ISBN (Print)	9781785610721
DOIs	https://doi.org/10.1049/cp.2014.1424
Publication status	Published - 2014
Event	International Conference on Frontiers of Communications, Networks and Applications 2014 - Kuala Lumpur, Malaysia Duration: 3 Nov 2014 → 5 Nov 2014

Conference

Conference	International Conference on Frontiers of Communications, Networks and Applications 2014
Abbreviated title	ICFCNA 2014
Country/Territory	Malaysia
City	Kuala Lumpur
Period	3/11/14 → 5/11/14

Keywords

AHP
Social networks
Twitter analytics
User trust model

ASJC Scopus subject areas

Electrical and Electronic Engineering

Access to Document

10.1049/cp.2014.1424

Cite this

@inproceedings{34127a410b8847e5a5d828733a60cbad,

title = "Relative trust management model for twitter: An analytic hierarchy process approach",

abstract = "Twitter mining serves many purposes; information mined from Twitter is used to perform various analyses, of which user trust modelling is among the major studies involved in this area. However, the volume and variety of extracted data from Twitter presents challenges to research works to interpret and acquire meaningful information that can be used to model Twitter user's trust. This paper models user trust for on Twitter with Analytic Hierarchy Process (AHP) using indegree, retweet, and mention data of users in the telecommunication field. The results are presented with multiple scales applied in pairwise comparison process to determine the consistency and magnitude of the results, drawing conclusions that AHP is a viable method to model user trust on Twitterspace.",

keywords = "AHP, Social networks, Twitter analytics, User trust model",

author = "Yean, {Choo Jiun} and Choo-Yee Ting and Tan, {Ian K. T.}",

year = "2014",

doi = "10.1049/cp.2014.1424",

language = "English",

isbn = "9781785610721",

booktitle = "International Conference on Frontiers of Communications, Networks and Applications 2014",

publisher = "Institution of Engineering and Technology",

address = "United Kingdom",

note = "International Conference on Frontiers of Communications, Networks and Applications 2014, ICFCNA 2014 ; Conference date: 03-11-2014 Through 05-11-2014",

}

Yean, CJ, Ting, C-Y & Tan, IKT 2014, Relative trust management model for twitter: An analytic hierarchy process approach. in International Conference on Frontiers of Communications, Networks and Applications 2014. Institution of Engineering and Technology, International Conference on Frontiers of Communications, Networks and Applications 2014, Kuala Lumpur, Malaysia, 3/11/14. https://doi.org/10.1049/cp.2014.1424

TY - GEN

T1 - Relative trust management model for twitter

T2 - International Conference on Frontiers of Communications, Networks and Applications 2014

AU - Yean, Choo Jiun

AU - Ting, Choo-Yee

AU - Tan, Ian K. T.

PY - 2014

Y1 - 2014

N2 - Twitter mining serves many purposes; information mined from Twitter is used to perform various analyses, of which user trust modelling is among the major studies involved in this area. However, the volume and variety of extracted data from Twitter presents challenges to research works to interpret and acquire meaningful information that can be used to model Twitter user's trust. This paper models user trust for on Twitter with Analytic Hierarchy Process (AHP) using indegree, retweet, and mention data of users in the telecommunication field. The results are presented with multiple scales applied in pairwise comparison process to determine the consistency and magnitude of the results, drawing conclusions that AHP is a viable method to model user trust on Twitterspace.

AB - Twitter mining serves many purposes; information mined from Twitter is used to perform various analyses, of which user trust modelling is among the major studies involved in this area. However, the volume and variety of extracted data from Twitter presents challenges to research works to interpret and acquire meaningful information that can be used to model Twitter user's trust. This paper models user trust for on Twitter with Analytic Hierarchy Process (AHP) using indegree, retweet, and mention data of users in the telecommunication field. The results are presented with multiple scales applied in pairwise comparison process to determine the consistency and magnitude of the results, drawing conclusions that AHP is a viable method to model user trust on Twitterspace.

KW - AHP

KW - Social networks

KW - Twitter analytics

KW - User trust model

UR - http://www.scopus.com/inward/record.url?scp=84939438478&partnerID=8YFLogxK

U2 - 10.1049/cp.2014.1424

DO - 10.1049/cp.2014.1424

M3 - Conference contribution

AN - SCOPUS:84939438478

SN - 9781785610721

BT - International Conference on Frontiers of Communications, Networks and Applications 2014

PB - Institution of Engineering and Technology

Y2 - 3 November 2014 through 5 November 2014

ER -

Relative trust management model for twitter: An analytic hierarchy process approach

Abstract

Conference

Keywords

ASJC Scopus subject areas

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