#user-behavior3 articles

3 articles

AIBullisharXiv – CS AI · Feb 276/107

🧠

Understanding Usage and Engagement in AI-Powered Scientific Research Tools: The Asta Interaction Dataset

Researchers released the Asta Interaction Dataset containing over 200,000 user queries from AI-powered scientific research tools, revealing how scientists interact with LLM-based research assistants. The study shows users treat these systems as collaborative research partners, submitting longer queries and using outputs as persistent artifacts for non-linear exploration.

AINeutralarXiv – CS AI · 5d ago4/104

🧠

State Your Intention to Steer Your Attention: An AI Assistant for Intentional Digital Living

Researchers developed an AI assistant that helps users maintain focus on digital devices by analyzing their stated intentions against actual screen activity. The system uses large language models to monitor screenshots, applications, and URLs, providing gentle nudges when behavior deviates from stated goals, showing effectiveness in a three-week study with 22 participants.

AINeutralarXiv – CS AI · Feb 274/105

🧠

Generative Agents Navigating Digital Libraries

Researchers have developed Agent4DL, a new AI-powered simulator that generates realistic user search behavior patterns for digital libraries using large language models. The system addresses privacy-related data scarcity issues by creating synthetic user profiles and search sessions that closely mimic real user interactions, showing competitive performance against existing simulators like SimIIR 2.0.