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An eighth-grade student revises a science explanation beside a plant as glowing links connect sunlight, leaves, animals, and cellular energy
期刊论文2025
期刊论文 07

ENA traced NLP-coded science ideas across an adaptive AI dialog

Weiying Li, Hsin-Yi Chang, Allison Bradford, Libby Gerard, Marcia C. Linn

Journal of Science Education and Technology

A study of 196 eighth-grade students combined NLP-generated idea codes with ENA to represent how science explanations changed across two adaptive prompts. Higher knowledge-integration scores were associated with more connections among microscopic and mechanistic ideas, but the one-school design does not isolate a causal dialog effect.

经审核的文章摘要目前以英文提供。

AI dialogknowledge integrationnatural language processing
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Open ENA — Epistemic Network Analysis

一个用于学习、应用和讨论认知网络分析的多语言知识网站。

QE/ENA 与 webENA:郑重致谢 UW–Madison、David Williamson Shaffer 及 Epistemic Analytics Lab。

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