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cs.HC2026
Design Guidance Towards Addressing Over-Reliance on AI in Sensemaking
Yihang Zhao, Wenxin Zhang, Amy Rechkemmer +2
Sensemaking in collaborative work and learning is increasingly supported by GenAI systems, however, emerging evidence suggests that poorly designed GenAI systems tend to provide ex…
cs.HC2026
Exploring the Design of GenAI-Based Systems to Support Socially Shared Metacognition
Yihang Zhao, Wenxin Zhang, Amy Rechkemmer +2
Socially shared metacognition (SSM) refers to the collective monitoring and regulation of joint cognitive processes in collaborative problem-solving, and is essential for effective…
cs.HC2025
Machines in the Margins: A Systematic Review of Automated Content Generation for Wikipedia
Neal Reeves, Elena Simperl
Wikipedia is among the largest examples of collective intelligence on the Web with over 61 million articles covering over 320 languages. Although edited and maintained by an active…