Network dynamics of social influence in the wisdom of crowds

J Becker, D Brackbill, D Centola - Proceedings of the …, 2017 - National Acad Sciences
A longstanding problem in the social, biological, and computational sciences is to determine
how groups of distributed individuals can form intelligent collective judgments. Since …

Social learning in multi agent multi armed bandits

A Sankararaman, A Ganesh, S Shakkottai - Proceedings of the ACM on …, 2019 - dl.acm.org
Motivated by emerging need of learning algorithms for large scale networked and
decentralized systems, we introduce a distributed version of the classical stochastic Multi …

Recent Developments in the Theory and Applicability of Swarm Search

Y Altshuler - Entropy, 2023 - mdpi.com
Swarm intelligence (SI) is a collective behaviour exhibited by groups of simple agents, such
as ants, bees, and birds, which can achieve complex tasks that would be difficult or …

Bayesian collective learning emerges from heuristic social learning

PM Krafft, E Shmueli, TL Griffiths, JB Tenenbaum - Cognition, 2021 - Elsevier
Researchers across cognitive science, economics, and evolutionary biology have studied
the ubiquitous phenomenon of social learning—the use of information about other people's …

EVCA classifier: a MCMC-based classifier for analyzing high-dimensional big data

E Vlachou, C Karras, A Karras, D Tsolis, S Sioutas - Information, 2023 - mdpi.com
In this work, we introduce an innovative Markov Chain Monte Carlo (MCMC) classifier, a
synergistic combination of Bayesian machine learning and Apache Spark, highlighting the …

The effect of the rooney rule on implicit bias in the long term

LE Celis, C Hays, A Mehrotra, NK Vishnoi - Proceedings of the 2021 …, 2021 - dl.acm.org
The Rooney Rule, originally proposed to counter implicit bias in hiring, has been
implemented in the private and public sector in various settings. This rule requires that a …

Culture and computation: Steps to a probably approximately correct theory of culture

JG Foster - Poetics, 2018 - Elsevier
This paper outlines some provisional steps toward a theory of culture grounded in
computational thinking. I begin by describing computational thinking, drawing on Marr's …

Modeling and prediction of ride‐sharing utilization dynamics

T Altshuler, Y Altshuler, R Katoshevski… - Journal of Advanced …, 2019 - Wiley Online Library
The potential of an efficient ride‐sharing scheme to significantly reduce traffic congestion,
lower emission level, and drivers' stress, as well as facilitating the introduction of smart cities …

Centralized, parallel, and distributed information processing during collective sensemaking

P Krafft, K Zhou, I Edwards, K Starbird… - Proceedings of the 2017 …, 2017 - dl.acm.org
Widespread rumoring can hinder attempts to make sense of what is going on during disaster
scenarios. Understanding how and why rumors spread in these contexts could assist in the …

Overcoming individual limitations through distributed computation: Rational information accumulation in multigenerational populations

MD Hardy, PM Krafft, B Thompson… - Topics in Cognitive …, 2022 - Wiley Online Library
Many of the computational problems people face are difficult to solve under the limited time
and cognitive resources available to them. Overcoming these limitations through social …