Jonathon Love

Understanding Dynamic Trust Changes in AI-Assisted Decision Making

Jonathon Love, Scott D. Brown, Ami Eidels, Quentin F. Gronau

In human–machine trust, humans rely on a simple averaging strategy

Jonathon Love, Quentin F. Gronau, G.S. Palmer, Ami Eidels et autres

Abstract With the growing role of artificial intelligence (AI) in our lives, attention is increasingly turning to the way that humans and AI work together. A key aspect of human–AI collaboration is how people integrate judgements or recommendations from machine agents, when …

au (code pays fourni par la source)

Trust in Human-bot Teaming: Applications of the Judge Advisor System

Jonathon Love, Quentin F. Gronau, Scott D. Brown, Ami Eidels

Recent years have seen remarkable advances in the development and use of Artificial Intelligence (AI) in image classification, driving cars, and writing scientific articles. Although AI can outperform humans in many tasks, there remain domains where humans and AI working together can …

au (code pays fourni par la source)

Human Performance in Competitive and Collaborative Human–Machine Teams

Murray S. Bennett, Laiton Gregory Hedley, Jonathon Love, Joseph Woodworth Houpt et autres

In the modern world, many important tasks have become too complex for a single unaided individual to manage. Teams conduct some safety-critical tasks to improve task performance and minimize the risk of error. These teams have traditionally consisted of human operators, yet, …

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Human Performance in Competitive and Collaborative Human-Machine Teams

Murray Scott Bennett, Laiton Gregory Hedley, Jonathon Love, Joseph Woodworth Houpt et autres

In the modern world, there are important tasks that have become too complex for a single unaided individual to manage. Some safety-critical tasks are conducted by teams to improve task performance and minimize risk of error. These teams have traditionally consisted of …

au, us (code pays fourni par la source)

The Relationship Between Teaming Behaviours and Joint Capacity of Hybrid Human-Machine Teams

Laiton Gregory Hedley, Murray Scott Bennett, Jonathon Love, Joseph Woodworth Houpt et autres

Collaboration in shared environments requires human agents to coordinate their behaviour according to the machines’ actions. In this study, we compared the performance and behaviour of Human-Machine (HM) and Human-Human (HH) teams. While HH teaming behaviour is sensitive to Collaborative contexts, little …

us, au (code pays fourni par la source)

Connect to the 'jamovi' Statistical Spreadsheet [R package jmvconnect version 2.0.0]

Jonathon Love

JASP : Graphical Statistical Software for Common Statistical Designs

Jonathon Love, Ravi Selker, Maarten Marsman, Tahira Jamil et autres

This paper introduces JASP, a free graphical software package for basic statistical procedures such as t tests, ANOVAs, linear regression models, and analyses of contingency tables. JASP is open-source and differentiates itself from existing open-source solutions in two ways. First, JASP provides …

nl, cz, us, gb (code pays fourni par la source)

jmvconnect: Connect to the 'jamovi' Statistical Spreadsheet

Jonathon Love

Methods to access data sets from the 'jamovi' statistical spreadsheet (see for more information) from R. License GPL (>= 2) Imports jmvcore (>= 2.3.12),evaluate, rappdirs, httr, Rcpp (>= 0.12.16)LinkingTo Rcpp, BH RoxygenNote 6.1.1SystemRequirements jamovi (>= 1.2.8)

deepankardatta/blandr: Version 0.5.1

Deepankar Datta, Jonathon Love

This corrects a few unforeseen problems with version 0.5.0. These essentially were not seen on the Mac and Windows versions. However when tested with Linux and Solaris there were dependency issues. These have been corrected by changing the report function to use …

Bayesian inference for psychology. Part I: Theoretical advantages and practical ramifications

Eric‐Jan Wagenmakers, Maarten Marsman, Tahira Jamil, Alexander Ly et autres

Bayesian parameter estimation and Bayesian hypothesis testing present attractive alternatives to classical inference using confidence intervals and p values. In part I of this series we outline ten prominent advantages of the Bayesian approach. Many of these advantages translate to concrete opportunities …

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Bayesian inference for psychology. Part II: Example applications with JASP

Eric‐Jan Wagenmakers, Jonathon Love, Maarten Marsman, Tahira Jamil et autres

Bayesian hypothesis testing presents an attractive alternative to p value hypothesis testing. Part I of this series outlined several advantages of Bayesian hypothesis testing, including the ability to quantify evidence and the ability to monitor and update this evidence as data come …

nl, in, cz, us, gb (code pays fourni par la source)