[图书][B] The theory and practice of social machines

N Shadbolt, K O'Hara, D De Roure, W Hall - 2019 - Springer
In 2007 and into 2008, a disputed presidential election in Kenya ended in a tragic and
complex pattern of violent protests, heavy-handed responses from the police and ethnically …

Revisiting citizen science through the lens of hybrid intelligence

J Rafner, M Gajdacz, G Kragh, A Hjorth… - arXiv preprint arXiv …, 2021 - arxiv.org
Artificial Intelligence (AI) can augment and sometimes even replace human cognition.
Inspired by efforts to value human agency alongside productivity, we discuss the benefits of …

Multi-agent systems: Technical & ethical challenges of functioning in a mixed group

K Gal, BJ Grosz - Daedalus, 2022 - direct.mit.edu
In today's highly interconnected, open-networked computing world, artificial intelligence
computer agents increasingly interact in groups with each other and with people both …

Intelligent recommendations for citizen science

DB Zaken, K Gal, G Shani, A Segal… - Proceedings of the AAAI …, 2021 - ojs.aaai.org
Citizen science refers to scientific research that is carried out by volunteers, often in
collaboration with professional scientists. The spread of the internet has allowed volunteers …

Best practices for transparency in machine generated personalization

L Schelenz, A Segal, K Gal - Adjunct Publication of the 28th ACM …, 2020 - dl.acm.org
Machine generated personalization is increasingly used in online systems. Personalization
is intended to provide users with relevant content, products, and solutions that address their …

One size does not fit all: A study of badge behavior in stack overflow

S Yanovsky, N Hoernle, O Lev… - Journal of the Association …, 2021 - Wiley Online Library
Badges are endemic to online interaction sites, from question and answer (Q&A) websites to
ride sharing, as systems for rewarding participants for their contributions. This article studies …

A new workflow for human-ai collaboration in citizen science

Y Gal, A Segal, E Kamar, E Horvitz, C Lintott… - Proceedings of the …, 2022 - dl.acm.org
The unprecedented growth of online citizen science projects provides growing opportunities
for the public to participate in scientific discoveries. Nevertheless, volunteers typically make …

Variational Latent Branching Model for Off-Policy Evaluation

Q Gao, G Gao, M Chi, M Pajic - arXiv preprint arXiv:2301.12056, 2023 - arxiv.org
Model-based methods have recently shown great potential for off-policy evaluation (OPE);
offline trajectories induced by behavioral policies are fitted to transitions of Markov decision …

[HTML][HTML] Controlling human causal inference through in silico task design

JH Lee, SY Heo, SW Lee - Cell Reports, 2024 - cell.com
Learning causal relationships is crucial for survival. The human brain's functional flexibility
allows for effective causal inference, underlying various learning processes. While past …

One size does not fit all: Badge behavior in q&a sites

S Yanovsky, N Hoernle, O Lev, K Gal - … of the 27th ACM conference on …, 2019 - dl.acm.org
Badges are endemic to online interaction sites, from Question and Answer (Q&A) websites
to ride sharing, as systems for rewarding participants for their contributions. This paper …