Predicting Friends and Foes in Signed Networks Using Inductive Inference and Social Balance Theory

2012 ◽  
Author(s):  
A. Patidar ◽  
V. Agarwal ◽  
K. K. Bharadwaj
Keyword(s):  
Inductive Inference ◽  
Balance Theory ◽  
Signed Networks ◽  
Social Balance Theory ◽  
Social Balance

Social Balance Theory Based Hybrid Movie Recommendation System

2020 ◽  
Vol 17 (9) ◽  
pp. 4022-4025
Author(s):  
S. Priscilla ◽  
C. Naveena
Keyword(s):  
Recommendation System ◽  
End Users ◽  
Balance Theory ◽  
The People ◽  
Inadequate Information ◽  
Social Balance Theory ◽  
Movie Recommendation ◽  
Social Balance

Suggesting people exactly according to their likeness is most challenging in today’s generation. Present websites fail to provide the recommendation that is appropriate for people. There are several reasons such as there is either inadequate information about people or absence of feedback from the movies that they have watched. In this Situation considering those few/Sparse scores that are given that are collected from the people a socially balanced concept came into picture. Socially balanced theory Concept (hybrid) uses a integrated recommendation by combining both substance—oriented and community organized approach i.e., recommends based on both on viewers as well as movie. Socially balance theory helps to get better suggestion even when there is less information or inappropriate content by finding the opponent for the end users later discover the end users companion i.e., “opponents opponent is a companion” rule in social balance theory. So that suggestions can be based on both customer as well as goods based. For this, initially grouping the community is required to find the similarity between them. Finally the workability of integrated—recommendation is evaluated by considering film lens dataset – 10 M.

scholarly journals The “mutual ignoring” mechanism of cyberbalkanization: triangulating observational data analysis and agent-based modelling

2018 ◽  
Author(s):  
Chung-hong Chan ◽  
King-wa Fu
Keyword(s):  
Data Analysis ◽  
Balance Theory ◽  
Network Configuration ◽  
Agent Based ◽  
Agent Based Modelling ◽  
The Social ◽  
Social Balance Theory ◽  
Social Balance ◽  
Using Data ◽  
Facebook Pages

Cyberbalkanization has been observed in some online activities, but its mechanism remains uncertain. Drawing on the Social Balance Theory, we theorized that the formation of “mutual ignoring” triads (three actors in a group with only a pair of interacts) in a network is a key procedure for cyberbalkanization. A cyberbalkanized network was constructed using data shared on Facebook Pages during the 2014 Hong Kong protests. Our findings indicate “mutual ignoring” was a prominent triad network configuration, whereas no such configuration was found in randomly generated networks. Our empirical-based observation was retested with simulation by agent-based model, confirming that “mutual ignoring” is essential for the emergence of cyberbalkanization. A strategy is then suggested to minimize cyberbalkanization.

scholarly journals Logics of Allies and Enemies: A Formal Approach to the Dynamics of Social Balance Theory

2020 ◽  
Author(s):  
Wiebe Van der Hoek ◽  
Louwe Kuijer ◽  
Yì Wáng
Keyword(s):  
Social Network ◽  
Model Checking ◽  
Temporal Logic ◽  
Social Pressure ◽  
Balance Theory ◽  
Formal Approach ◽  
Social Balance Theory ◽  
Social Balance ◽  
The Rich

We combine social balance theory with temporal logic to obtain a Logic of Allies and Enemies (LAE), which formally describes the likely changes to a social network due to social pressure. We demonstrate how the rich language of LAE can be used to describe various interesting concepts, and show that both model checking and validity checking are PSPACE-complete.

scholarly journals Mean-field solution for critical behavior of signed networks in competitive balance theory

2021 ◽  
Vol 103 (5) ◽  
Author(s):  
R. Masoumi ◽  
F. Oloomi ◽  
A. Kargaran ◽  
A. Hosseiny ◽  
G. R. Jafari
Keyword(s):  
Critical Behavior ◽  
Mean Field ◽  
Balance Theory ◽  
Competitive Balance ◽  
Signed Networks ◽  
Field Solution

Social balance in signed networks

2014 ◽  
Vol 17 (5) ◽  
pp. 1077-1095 ◽  
Author(s):  
Xiaolong Zheng ◽  
Daniel Zeng ◽  
Fei-Yue Wang
Keyword(s):  
Signed Networks ◽  
Social Balance

Discovering Cliques in Signed Networks Based on Balance Theory

2020 ◽  
pp. 666-674
Author(s):  
Renjie Sun ◽  
Qiuyu Zhu ◽  
Chen Chen ◽  
Xiaoyang Wang ◽  
Ying Zhang ◽  
...  
Keyword(s):  
Balance Theory ◽  
Signed Networks
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