Designing for hybrid intelligence: A taxonomy and survey of crowd-machine interaction

A Correia, A Grover, D Schneider, AP Pimentel… - Applied Sciences, 2023 - mdpi.com
With the widespread availability and pervasiveness of artificial intelligence (AI) in many
application areas across the globe, the role of crowdsourcing has seen an upsurge in terms …

Practically implementing an LLM-supported collaborative vulnerability remediation process: A team-based approach

X Wang, Y Tian, K Huang, B Liang - Computers & Security, 2025 - Elsevier
Incorporating LLM into cybersecurity operations, a typical real-world high-stakes task, is
critical but non-trivial in practice. Using cybersecurity as the study context, we conduct a …

Positioning in a collaboration network and performance in competitions: a case study of Kaggle

M Twyman, G Murić, W Zheng - Journal of Computer-Mediated …, 2023 - academic.oup.com
Online innovation competitions are ecosystems where institutions source numerous
solutions from knowledge workers through a platform intermediary. By considering how an …

Me versus we: How group detachment and social presence shape integration strategies in short-term technology-mediated groups

AJ Harrison, JB Windeler, RZ Sundrup - Information & Management, 2024 - Elsevier
The adoption of ICTs for facilitating interactions can create barriers for those who identify as
outsiders in technology-mediated groups. We use an experiment to investigate how …

Study Club, Labor Union or Start-Up? Characterizing Teams and Collaboration in the Bug Bounty Ecosystem

Y Piao, T Hrle, D Woods, R Anderson - 2025 IEEE Symposium on …, 2024 - computer.org
A unique bug bounty ecosystem has evolved in China. Platforms allow groups of hackers to
register together to receive team-level awards. However, little is known about the prevalence …

Do We Learn From Each Other: Understanding the Human-AI Co-Learning Process Embedded in Human-AI Collaboration

J Lu, Y Yan, K Huang, M Yin, F Zhang - Group Decision and Negotiation, 2024 - Springer
Beyond collaborating in the AI-supported decision-making setting to achieve complementary
performance, human and AI should learn from each other and internalize knowledge from …

It is a Teamwork Among Security Technicians, Users and Llms: Practically Implementing an Llm Supported Collaborative Vulnerability Remediation Process

X Wang, Y Tian, K Huang, B Liang - Users and Llms: Practically …, 2024 - papers.ssrn.com
Incorporating LLM into cybersecurity operations, a typical real-world high-stakes task is
critical but non-trivial in practice. Using cybersecurity as the study context, we conduct a …

Learning while Earning? A Literature Review and Case Study on Learning Opportunities in Crowdwork

C Stein, A Sossdorf, OK Kirikci, J Fegert - 2024 - aisel.aisnet.org
Crowdsourcing has emerged as a pivotal force driving innovation and problem-solving in
today's digital landscape. Yet, to sustain this momentum and meet the dynamic demands of …

Social Network and Self-representation in Megathread: Group Formation in a Data Science Crowdsourcing Community

S Wei, R Bi - … of the 17th International Conference on …, 2024 - educationaldatamining.org
Crowdsourcing platforms are evolving into hubs for professional development and informal
learning. As crowdsourcing increasingly encourages people to work together, knowledge …

[PDF][PDF] Rethinking the Design of Innovation Crowdsourcing Competitions: Strategies for Sha** Participation Structure and Maximizing Value Creation

E Peterle, JPR Ochoa - 2023 - ci.acm.org
Crowdsourcing through virtual innovation contests have emerged as a prominent option for
addressing creative and complex R&D problems. This approach is flexible, encourages …