A BOTTOM-UP ALGORITHM TO CREATE STRUCTURALLY BALANCED SOCIAL NETWORKS BY MODIFYING THE SOURCES OF TENSION

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Salehi Sajjad; TAGHIYAREH FATTANEH

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON WEB RESEARCH
Year:2017 | Issue:3

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Title

A BOTTOM-UP ALGORITHM TO CREATE STRUCTURALLY BALANCED SOCIAL NETWORKS BY MODIFYING THE SOURCES OF TENSION

Author(s)

Salehi Sajjad | TAGHIYAREH FATTANEH

Keywords

SOCIAL NETWORKS

STRUCTURAL BALANCE

ALGORITHM

TENSION

FUNDAMENTAL CYCLE

Abstract

THE STUDY OF SOCIAL STRUCTURE AND THE EFFECT OF IT ON SOCIAL MEMBERS IS AN ATTRACTIVE AREA IN SOCIAL NETWORKS. STRUCTURAL BALANCE THEORY FOCUSES ON PATTERNS OF SIGNED LINKS AND FREQUENCY/POPULARITY OF THEM. IN RECENT YEARS SEVERAL WORKS TRY TO DEFINE SOME APPROXIMATIONS TO CALCULATE THE DISTANCE OF ONE UNBALANCED GRAPH FROM NEAREST BALANCED ONE. BUT THESE WORKS DON’T HAVE ANY IDEA ABOUT THE LINKS WITH UNSTABLE SIGNS THAT CHANGING THEIR SIGN MAKES THE NETWORK MORE BALANCED. ALSO, SOME WORKS INTRODUCE A CENTRALIZED ALGORITHM TO DETECT THESE LINKS. IN THIS PAPER, WE HAVE INTRODUCED A LOCALIZED ALGORITHM FOR DETECTING AND CHANGING THE SIGN OF THESE LINKS AS A SOURCE OF TENSION. THE RESULTS OF SIMULATION FOR SEVERAL SCALE-FREE NETWORKS WITH DIFFERENT FEATURES SHOW THAT PROPOSED ALGORITHM HAS THE ABILITY TO MOVE THE NETWORK TO A BALANCED ONE. AS THE PROPOSED ALGORITHM FOCUSES ON COMPONENTS OF THE SOCIAL NETWORK TO CALCULATE LOCALIZED MEASURES, IT IS APPROPRIATE FOR AGENT-BASED MODELS TO STUDY OTHER SOCIAL PHENOMENA.

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APA: Copy

Salehi, Sajjad, & TAGHIYAREH, FATTANEH. (2017). A BOTTOM-UP ALGORITHM TO CREATE STRUCTURALLY BALANCED SOCIAL NETWORKS BY MODIFYING THE SOURCES OF TENSION. INTERNATIONAL CONFERENCE ON WEB RESEARCH. SID. https://sid.ir/paper/946896/en

Vancouver: Copy

Salehi Sajjad, TAGHIYAREH FATTANEH. A BOTTOM-UP ALGORITHM TO CREATE STRUCTURALLY BALANCED SOCIAL NETWORKS BY MODIFYING THE SOURCES OF TENSION. 2017. Available from: https://sid.ir/paper/946896/en

IEEE: Copy

Sajjad Salehi, and FATTANEH TAGHIYAREH, “A BOTTOM-UP ALGORITHM TO CREATE STRUCTURALLY BALANCED SOCIAL NETWORKS BY MODIFYING THE SOURCES OF TENSION,” presented at the INTERNATIONAL CONFERENCE ON WEB RESEARCH. 2017, [Online]. Available: https://sid.ir/paper/946896/en

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