A review of heuristics and metaheuristics for community detection in complex networks: Current usage, emerging development and future directions

AA Bara'a, AD Abbood, AA Hasan, C Pizzuti… - Swarm and Evolutionary …, 2021 - Elsevier
Sensibly highlighting the hidden structures of many real-world networks has attracted
growing interest and triggered a vast array of techniques on what is called nowadays …

Social balance in signed networks

X Zheng, D Zeng, FY Wang - Information Systems Frontiers, 2015 - Springer
The theory of social balance, also called structural balance, is first proposed by Heider in
1940s, which is utilized to describe the potential social dynamics process. This theory is of …

Predicting positive and negative links in online social networks

J Leskovec, D Huttenlocher, J Kleinberg - Proceedings of the 19th …, 2010 - dl.acm.org
We study online social networks in which relationships can be either positive (indicating
relations such as friendship) or negative (indicating relations such as opposition or …

Signed networks in social media

J Leskovec, D Huttenlocher, J Kleinberg - Proceedings of the SIGCHI …, 2010 - dl.acm.org
Relations between users on social media sites often reflect a mixture of positive (friendly)
and negative (antagonistic) interactions. In contrast to the bulk of research on social …

Computing global structural balance in large-scale signed social networks

G Facchetti, G Iacono, C Altafini - Proceedings of the …, 2011 - National Acad Sciences
Structural balance theory affirms that signed social networks (ie, graphs whose signed
edges represent friendly/hostile interactions among individuals) tend to be organized so as …

Echoes of power: Language effects and power differences in social interaction

C Danescu-Niculescu-Mizil, L Lee, B Pang… - Proceedings of the 21st …, 2012 - dl.acm.org
Understanding social interaction within groups is key to analyzing online communities. Most
current work focuses on structural properties: who talks to whom, and how such interactions …

Peer production: A form of collective intelligence

Y Benkler, A Shaw, BM Hill - Handbook of collective intelligence, 2015 - books.google.com
Wikipedia has mobilized a collective of millions to produce an enormous, high-quality
encyclopedia without traditional hierarchical organization or financial incentives. More than …

Seekers, providers, welcomers, and storytellers: Modeling social roles in online health communities

D Yang, RE Kraut, T Smith, E Mayfield… - Proceedings of the 2019 …, 2019 - dl.acm.org
Participants in online communities often enact different roles when participating in their
communities. For example, some in cancer support communities specialize in providing …

PolicyKit: building governance in online communities

AX Zhang, G Hugh, MS Bernstein - Proceedings of the 33rd Annual ACM …, 2020 - dl.acm.org
The software behind online community platforms encodes a governance model that
represents a strikingly narrow set of governance possibilities focused on moderators and …

Digital juries: A civics-oriented approach to platform governance

J Fan, AX Zhang - Proceedings of the 2020 CHI conference on human …, 2020 - dl.acm.org
As concerns have grown regarding harmful content spread on social media, platform
mechanisms for content moderation have become increasingly significant. However, many …