What are higher-order networks?

C Bick, E Gross, HA Harrington, MT Schaub - SIAM review, 2023 - SIAM
Network-based modeling of complex systems and data using the language of graphs has
become an essential topic across a range of different disciplines. Arguably, this graph-based …

A tutorial on modeling and analysis of dynamic social networks. Part II

AV Proskurnikov, R Tempo - Annual Reviews in Control, 2018 - Elsevier
Recent years have witnessed a significant trend towards filling the gap between Social
Network Analysis (SNA) and control theory. This trend was enabled by the introduction of …

Random walks on simplicial complexes and the normalized Hodge 1-Laplacian

MT Schaub, AR Benson, P Horn, G Lippner… - SIAM Review, 2020 - SIAM
Using graphs to model pairwise relationships between entities is a ubiquitous framework for
studying complex systems and data. Simplicial complexes extend this dyadic model of …

Opinion dynamics in social networks with hostile camps: Consensus vs. polarization

AV Proskurnikov, AS Matveev… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Most of the distributed protocols for multi-agent consensus assume that the agents are
mutually cooperative and “trustful,” and so the couplings among the agents bring the values …

A survey of signed network mining in social media

J Tang, Y Chang, C Aggarwal, H Liu - Acm computing surveys (csur), 2016 - dl.acm.org
Many real-world relations can be represented by signed networks with positive and negative
links, as a result of which signed network analysis has attracted increasing attention from …

Extraction and analysis of fictional character networks: A survey

V Labatut, X Bost - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
A character network is a graph extracted from a narrative in which vertices represent
characters and edges correspond to interactions between them. A number of narrative …

Dynamic social networks promote cooperation in experiments with humans

DG Rand, S Arbesman, NA Christakis - Proceedings of the National …, 2011 - pnas.org
Human populations are both highly cooperative and highly organized. Human interactions
are not random but rather are structured in social networks. Importantly, ties in these …

Opinion dynamics and the evolution of social power in influence networks

P Jia, A MirTabatabaei, NE Friedkin, F Bullo - SIAM review, 2015 - SIAM
This paper studies the evolution of self-appraisal, social power, and interpersonal influences
for a group of individuals who discuss and form opinions about a sequence of issues. Our …

Autonomous inference of complex network dynamics from incomplete and noisy data

TT Gao, G Yan - Nature Computational Science, 2022 - nature.com
The availability of empirical data that capture the structure and behaviour of complex
networked systems has been greatly increased in recent years; however, a versatile …

A survey on sentiment and emotion analysis for computational literary studies

E Kim, R Klinger - arxiv preprint arxiv:1808.03137, 2018 - arxiv.org
Emotions are a crucial part of compelling narratives: literature tells us about people with
goals, desires, passions, and intentions. Emotion analysis is part of the broader and larger …