Author

E. Simperl

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#artificial intelligence Preprint Sep 2026

The Evolution of Coordination in a Collective Intelligence System: 25 Years of English Wikipedia and the Emergence of Generative AI

English Wikipedia is one of the largest examples of collective intelligence on the Web, sustained not only by article production but also by volunteer coordination and governance. While prior research has examined coordination work in Wikipedia, less attention has been paid to how participation in these spaces has evol...

Neal Reeves, Maja Świeczkowska, Amy Rechkemmer et al. · 0 citations

Review Open access Jul 2026

Towards Conversational Dataset Retrieval: A Survey

A novel, layered conceptual framework is introduced that organizes research in CDR across four key dimensions: User Layer, System Layer, Data Layer, and Evaluation Layer and identifies core challenges in CDR, including the lack of standardized evaluation benchmarks and limited support for ambiguous or evolving user int...

Lisa-Yao Gan, Johanna Walker, E. Simperl et al. · Information Systems Frontier... · 0 citations