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    請使用永久網址來引用或連結此文件: https://ir.lib.ncu.edu.tw/handle/987654321/111088


    題名: AI工具對國小高年級學習者海洋議題素養、AI素養與知識概念圖建構影響之研究;The Impact of AI Tools on Upper-Elementary School Learners′ Ocean Literacy, AI Literacy, and Concept Mapping
    作者: 馮韵筑;FENG, YUN-CHU
    貢獻者: 網路學習科技研究所碩士在職專班
    關鍵詞: 海洋議題素養;生成式AI;AI素養;知識概念圖;Ocean Literacy;Generative AI;AI Literacy;Concept Map
    日期: 2026-07-02
    上傳時間: 2026-10-20 16:51:04 (UTC+8)
    出版者: 國立中央大學
    摘要: 聯合國提出2030永續發展目標,其中指標14永續海洋與保育強調應
    保育及永續利用海洋資源。然而,海洋社會性科學議題具備高度複雜性,
    國小高年級學習者在面對網路龐大資訊時,往往難以有效篩選,導致其思
    辨建構僅停留在表層發想。為解決此困境,本研究引入生成式AI作為輔
    助工具,引導學習者進行議題思辨與資訊辨析,並分析此教學介入對於海
    洋議題素養、AI素養以及知識概念圖建構之影響。本研究旨在回答以下
    問題:一、學習者參與課程後,其海洋議題素養之提升成效為何?;二、
    學習者參與課程後,其AI素養之提升成效為何?;三、AI工具對學習者
    在建構海洋議題知識概念圖之影響為何?

    本研究以臺灣北部某國小高年級學習者為研究對象,設計並實施一套
    系統化的教學課程,教學內容包含先備課程的情境模擬、AI工具與數位
    知識概念圖平臺操作訓練,以及智繪海洋課程中針對社會性科學議題的深
    度思辨。課程核心設計引導學習者利用AI工具進行輔助,透過兩回合思
    辨模式,協助其在複雜資訊中進行證據篩選與多面向立場辨析,進而將討
    論結果轉化為視覺化的知識概念圖。此外,本研究採用海洋議題素養測
    驗、AI素養量表及知識概念圖評分規準作為研究工具,評估學習者之量
    化得分與知識結構演進成效。

    研究結果顯示:第一,本教學模式顯著提升了學習者的海洋議題素
    養,特別在海洋污染與資源面向表現趨於穩定,證實教學介入對於深化學
    習者之海洋認知具備實質成效;第二,學習者在AI素養方面達到顯著進
    步,尤其以人文思想與AI系統設計面向之成長最為亮眼,顯示教學介入
    能有效厚植學習者之科技應用與系統思維能力;第三,透過AI工具的即
    時支援,學習者在知識概念圖的建構上展現更高的結構化邏輯,能將碎片
    化資訊轉化為具備邏輯連結的知識結構。本研究證實,透過系統化的教學
    模式,AI工具能有效輔助學習者跨越複雜議題的理解障礙,為數位轉型
    下的海洋教育實務提供具體的教學指引與參考基礎。

    【關鍵字】:海洋議題素養、生成式AI、AI素養、知識概念圖;The United Nations proposed the 2030 Sustainable Development Goals,
    among which Goal 14, "Life Below Water," emphasizes the conservation and
    sustainable use of oceans and marine resources. However, marine socio
    scientific issues possess a high degree of complexity. When facing a vast
    amount of online information, upper-elementary school learners often struggle
    to filter it effectively, resulting in their critical thinking and argument
    construction remaining at a superficial level. To address this dilemma, this study
    introduced generative AI as a supporting tool to guide learners through issue
    based inquiry and information analysis, exploring the impact of this
    instructional intervention on ocean literacy, AI literacy, and concept map
    construction. This study aims to answer the following questions: 1. What is the
    effectiveness of the curriculum in enhancing learners′ ocean literacy? 2. What is
    the effectiveness of the curriculum in enhancing learners′ AI literacy? 3. What is
    the impact of AI tools on learners′ construction of marine issue concept maps?

    This study engaged upper-elementary school learners from an elementary
    school in northern Taiwan as research participants. A systematic curriculum,
    titled "Smart Mapping the Ocean," was designed and implemented. The
    instructional content included scenario simulations in prerequisite courses,
    operational training on AI tools and digital concept mapping platforms, and
    deep critical inquiry into socio-scientific issues within the core curriculum. The
    core instructional design guided learners to utilize AI tools through a two-round
    inquiry model, assisting them in filtering evidence and analyzing multi
    perspective stances amidst complex information, subsequently transforming
    their discussion results into visual concept maps. In addition, this study
    employed an ocean literacy test, an AI literacy scale, and a concept map rubric
    as research instruments to evaluate learners′ quantitative scores and the
    evolutionary effectiveness of their knowledge structures.

    The research results indicate the following: First, the proposed
    instructional model significantly enhanced learners′ ocean literacy, particularly
    with performance stabilizing in the dimensions of marine pollution and resources, confirming that the instructional intervention yielded substantial
    effects on deepening learners′ core marine cognition. Second, learners
    demonstrated significant progress in AI literacy, with the growth in "Human
    Centered Mindset" and "AI System Design" dimensions being the most
    prominent, indicating that the instructional intervention effectively cultivated
    learners′ technology application and systems thinking capabilities. Third,
    through the real-time support of AI tools, learners demonstrated a higher degree
    of structured logic in constructing concept maps, successfully transforming
    fragmented information into knowledge structures with coherent logical
    connections. This study confirms that through a systematic instructional model,
    AI tools can effectively serve as a cognitive scaffolding, assisting learners in
    overcoming comprehension barriers related to complex issues, and providing
    concrete instructional guidelines and reference foundations for marine education
    practices under digital transformation.

    Keywords:Ocean Literacy, Generative AI, AI Literacy, Concept Map
    顯示於類別:[網路學習科技研究所碩士在職專班] 博碩士論文

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