AINeutralarXiv – CS AI · 6h ago6/10
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Comparing LLM-Based Conversational and Graphical Interfaces for Industrial Decision Tasks: An Exploratory Mixed-Methods Study
A mixed-methods study comparing LLM-based conversational interfaces with traditional dashboards for industrial decision-making found that conversational agents reduce interaction effort through natural language access, while dashboards remain superior for overview and verification tasks. The research suggests AI conversational interfaces show promise for industrial IoT data analysis but require larger-scale validation across different task types.